# Segment: Mid-market # IT AI Recommendation Index, run edition-2026-10 816 prompts, 14 models, 60,460 raw judge labels, 60,912 scored labels after normalization. Published weights: first choice +3, alternative +2, mention +1, soft negative -2, hard negative -3. Scored under vendor alias table version 2026-10.8. Raw judge labels are the permanent record; the numbers below are derived from them and are regenerated for every run whenever the alias table changes, so the whole series is always scored under one table version. Resolution of raw names: 47,601 by alias or canonical name, 8491 by category-scoped alias, 982 from combined answers split into their products, 467 from combined answers counted once for their first product, 6 excluded by rule, 3020 unresolved and counted under the raw name. ## Paraphrase stability Share of categories where a model's first choice set on the direct prompt equals its set on the paraphrase. | Model | Same | Different | Stability | |---|---|---|---| | Claude Haiku 4.5 | 12 | 117 | 9% | | GPT-5.4 mini | 40 | 96 | 29% | | Gemini 3.5 Flash | 58 | 78 | 43% | | Perplexity Sonar | 33 | 103 | 24% | | Grok 4.1 Fast | 48 | 88 | 35% | | Mistral Small | 13 | 123 | 10% | | DeepSeek V4 Flash | 48 | 88 | 35% | | Llama 4 Maverick | 8 | 105 | 7% | | Qwen 3.7 Flash | 30 | 106 | 22% | | Kimi K2 | 41 | 95 | 30% | | GLM 4.7 FlashX | 38 | 98 | 28% | | MiniMax M2.5 | 19 | 117 | 14% | | GPT-6 Luna | 68 | 68 | 50% | | Muse Glimmer 30B | 30 | 106 | 22% | A looser measure, whether a direct first choice survives as a first choice or alternative on the paraphrase, is in the appendix. ## Standing by category First choice share across the direct, paraphrase, budget and scale prompts and all 14 models. The top product's share is published alongside the label: contested means the top share is at or below 40%, and a category just above the line is not meaningfully different from one just below it. Consensus means every model's direct-prompt first choice is the same single product. | Category | Top product | Top share | First choices | Status | |---|---|---|---|---| | ai-coding-assistants | GitHub Copilot | 75% | 51 | clear leader | | ai-governance-platforms | Credo AI | 18% | 50 | contested | | ai-it-support-agents | Freshservice with Freddy AI | 11% | 54 | contested | | ai-security-platforms | SentinelOne Singularity | 11% | 53 | contested | | ai-soc-agents | Radiant Security | 24% | 55 | contested | | aiops-platforms | New Relic | 17% | 54 | contested | | api-gateways | Kong Gateway | 53% | 53 | clear leader | | api-management | Kong Gateway | 37% | 63 | contested | | api-security-platforms | Aikido Security | 12% | 49 | contested | | application-performance-monitoring | New Relic | 46% | 54 | clear leader | | application-security-posture-management | Aikido Security | 37% | 49 | contested | | application-shielding | Appdome | 33% | 51 | contested | | artifact-and-container-registries | JFrog Artifactory | 14% | 63 | contested | | attack-surface-management | Intruder | 49% | 51 | clear leader | | backup-and-disaster-recovery | Veeam Data Platform | 38% | 55 | contested | | bot-management | Cloudflare Bot Management | 56% | 50 | clear leader | | breach-and-attack-simulation | Cymulate | 24% | 58 | contested | | business-continuity-management | LogicManager | 24% | 54 | contested | | business-password-managers | 1Password | 47% | 49 | clear leader | | business-phone-systems | RingCentral | 29% | 59 | contested | | certificate-lifecycle-management | Sectigo Certificate Manager | 27% | 52 | contested | | ci-cd-platforms | GitHub Actions | 68% | 56 | clear leader | | client-side-protection | cside | 13% | 45 | contested | | cloud-cost-management | Vantage | 45% | 60 | clear leader | | cloud-hosting | Amazon Web Services | 32% | 50 | contested | | cloud-native-application-protection | Wiz | 37% | 68 | contested | | cloud-security-posture-management | Wiz | 37% | 54 | contested | | colocation-providers | TierPoint | 22% | 41 | contested | | communications-apis | Twilio | 43% | 46 | clear leader | | communications-archiving-and-compliance | Smarsh Enterprise Archive | 20% | 60 | contested | | compliance-automation | Drata | 34% | 59 | contested | | container-and-kubernetes-security | Trivy | 22% | 59 | contested | | content-delivery-networks | Cloudflare | 68% | 56 | clear leader | | customer-identity-and-access-management | Frontegg | 21% | 57 | contested | | cyber-risk-quantification | CyberSaint CyberStrong | 25% | 51 | contested | | data-catalogs-and-governance | Atlan | 44% | 55 | clear leader | | data-center-infrastructure-management | Sunbird DCIM | 27% | 52 | contested | | data-center-networking | Arista Networks | 27% | 44 | contested | | data-loss-prevention | Microsoft Purview DLP | 46% | 54 | clear leader | | data-masking-and-test-data | DATPROF | 17% | 54 | contested | | data-quality-and-observability | Metaplane | 31% | 64 | contested | | data-security-posture-management | Microsoft Purview | 18% | 49 | contested | | data-virtualization | Denodo | 28% | 54 | contested | | data-warehouses | Snowflake | 49% | 51 | clear leader | | ddi-and-ipam | BlueCat Micetro | 15% | 53 | contested | | ddos-protection | Cloudflare | 82% | 45 | clear leader | | deception-technology | Thinkst Canary | 37% | 46 | contested | | digital-employee-experience | ControlUp | 13% | 52 | contested | | digital-risk-protection | UpGuard BreachSight | 22% | 49 | contested | | dns-filtering | DNSFilter | 59% | 51 | clear leader | | dynamic-application-security-testing | OWASP ZAP | 29% | 51 | contested | | edi-platforms | TrueCommerce EDI | 32% | 62 | contested | | email-security | Microsoft Defender for Office 365 | 32% | 50 | contested | | embedded-analytics | Metabase | 22% | 55 | contested | | endpoint-detection-and-response | Microsoft Defender for Endpoint | 30% | 54 | contested | | endpoint-protection | Microsoft Defender for Endpoint | 22% | 59 | contested | | enterprise-ai-assistants | Microsoft 365 Copilot | 25% | 48 | contested | | enterprise-architecture-tools | SAP LeanIX | 25% | 57 | contested | | enterprise-browsers | Google Password Manager | 26% | 58 | contested | | enterprise-storage-systems | Dell PowerStore | 16% | 56 | contested | | error-and-crash-monitoring | Sentry | 76% | 51 | clear leader | | etl-and-elt | Fivetran | 40% | 53 | contested | | extended-detection-and-response | Microsoft Defender XDR | 40% | 52 | clear leader | | feature-flags | Flagsmith | 25% | 57 | contested | | grc-platforms | Hyperproof | 19% | 59 | contested | | identity-governance | Microsoft Entra ID Governance | 25% | 65 | contested | | identity-threat-detection-and-response | Huntress Managed ITDR | 51% | 49 | clear leader | | identity-verification | Persona | 21% | 52 | contested | | incident-management-and-on-call | incident.io | 32% | 60 | contested | | infrastructure-as-code | Terraform | 57% | 54 | clear leader | | infrastructure-monitoring | Datadog | 28% | 50 | contested | | insider-risk-management | Microsoft Purview Insider Risk Management | 22% | 46 | contested | | intelligent-document-processing | Nanonets | 32% | 50 | contested | | internal-developer-portals | Port | 53% | 53 | clear leader | | it-asset-management | Freshservice | 31% | 51 | contested | | it-documentation | Hudu | 17% | 52 | contested | | it-financial-management | Nicus ITFM Platform | 9% | 54 | contested | | it-service-management | Freshservice | 58% | 57 | clear leader | | llm-gateways-and-observability | Portkey | 31% | 54 | contested | | load-balancers | HAProxy | 29% | 52 | contested | | log-management | Datadog Log Management | 28% | 53 | contested | | managed-detection-and-response | Arctic Wolf Managed Detection and Response | 37% | 46 | contested | | managed-dns | Cloudflare DNS | 84% | 44 | clear leader | | managed-file-transfer | Files.com | 43% | 49 | clear leader | | managed-kubernetes-platforms | Google Kubernetes Engine | 43% | 65 | clear leader | | managed-relational-databases | Amazon RDS | 45% | 58 | clear leader | | master-data-management | Profisee MDM | 41% | 58 | clear leader | | microsegmentation | ColorTokens Xshield | 25% | 56 | contested | | microsoft-365-management | CoreView | 20% | 55 | contested | | ml-platforms | Azure Machine Learning | 21% | 57 | contested | | multi-factor-authentication | Cisco Duo | 47% | 60 | clear leader | | network-access-control | Portnox Cloud | 35% | 55 | contested | | network-detection-and-response | ManageEngine NetFlow Analyzer | 21% | 56 | contested | | network-monitoring-and-management | Auvik | 26% | 54 | contested | | next-generation-firewalls | Fortinet FortiGate | 73% | 52 | clear leader | | non-human-identity-management | JumpCloud | 14% | 44 | contested | | nosql-databases | MongoDB | 74% | 54 | clear leader | | object-storage | Backblaze B2 | 46% | 52 | clear leader | | observability-platforms | New Relic | 27% | 66 | contested | | ot-and-iot-security | Microsoft Defender for IoT | 21% | 48 | contested | | patch-management | ManageEngine Patch Manager Plus | 29% | 51 | contested | | penetration-testing-as-a-service | Cobalt | 45% | 47 | clear leader | | privileged-access-management | Delinea Secret Server | 37% | 54 | contested | | process-mining | Apromore | 19% | 58 | contested | | proxy-networks | Decodo | 41% | 46 | clear leader | | remote-monitoring-and-management | NinjaOne | 47% | 51 | clear leader | | remote-support-and-remote-access | Splashtop Remote Support | 23% | 57 | contested | | robotic-process-automation | Microsoft Power Automate | 51% | 51 | clear leader | | saas-management-platforms | Torii | 34% | 50 | contested | | saas-security-posture-management | Wing Security | 30% | 53 | contested | | sase-platforms | Cato Networks | 35% | 49 | contested | | sd-wan | Fortinet Secure SD-WAN | 50% | 52 | clear leader | | secrets-management | HashiCorp Vault | 31% | 59 | contested | | secure-code-training | SecureFlag | 26% | 50 | contested | | security-awareness-training | KnowBe4 | 45% | 49 | clear leader | | server-virtualization-platforms | Proxmox VE | 42% | 48 | clear leader | | siem-platforms | Microsoft Sentinel | 38% | 52 | contested | | soar-platforms | Tines | 41% | 61 | clear leader | | software-composition-analysis | Trivy | 31% | 51 | contested | | source-control-hosting | GitHub | 70% | 53 | clear leader | | static-application-security-testing | Semgrep | 36% | 50 | contested | | streaming-platforms | Confluent Cloud | 39% | 57 | contested | | telemetry-pipelines | OpenTelemetry Collector | 37% | 60 | contested | | third-party-risk-management | UpGuard | 55% | 49 | clear leader | | threat-intelligence-platforms | Recorded Future Intelligence Cloud | 12% | 59 | contested | | time-series-databases | TimescaleDB | 63% | 51 | clear leader | | unified-endpoint-management | Microsoft Intune | 39% | 59 | contested | | vector-databases | pgvector | 35% | 65 | contested | | video-conferencing | Zoom Workplace | 42% | 59 | clear leader | | virtual-desktops | Azure Virtual Desktop | 22% | 58 | contested | | vulnerability-management-platforms | Rapid7 InsightVM | 30% | 57 | contested | | web-application-firewalls | Cloudflare WAF | 69% | 51 | clear leader | | website-and-synthetic-monitoring | UptimeRobot | 24% | 54 | contested | | workflow-orchestration | Prefect | 21% | 58 | contested | | workforce-identity-and-sso | Microsoft Entra ID | 46% | 56 | clear leader | | zero-trust-network-access | Twingate | 39% | 64 | contested | **ai-coding-assistants**: GitHub Copilot 75%, Windsurf 14%, Amazon Q Developer 4%, Cursor 4%, Kilo Code 2% **ai-governance-platforms**: Credo AI 18%, Govarna 12%, Strac 12%, Trustible 6%, Arize AI 4% **ai-it-support-agents**: Freshservice with Freddy AI 11%, Freshservice 9%, Freshdesk 6%, Intercom Fin 6%, Zendesk AI Agents 6% **ai-security-platforms**: Microsoft Defender for Cloud 11%, SentinelOne Singularity 11%, Bitdefender GravityZone 4%, Check Point AI Security 4%, Cloudflare AI Gateway 4% **ai-soc-agents**: Dropzone AI 24%, Radiant Security 24%, UnderDefense Agentic AI SOC 5%, Microsoft Sentinel 4%, SentinelOne Purple AI 4% **aiops-platforms**: New Relic 17%, Datadog 15%, Dynatrace 13%, BigPanda 11%, Atera 6% **api-gateways**: Kong Gateway 53%, Apache APISIX 11%, Amazon API Gateway 9%, Tyk 8%, Zuplo 8% **api-management**: Kong Gateway 37%, Azure API Management 11%, Tyk 11%, Zuplo 10%, Apigee 5% **api-security-platforms**: Aikido Security 12%, OWASP ZAP 10%, Wallarm API Security 10%, 42Crunch 8%, Salt Security 8% **application-performance-monitoring**: New Relic 46%, Datadog APM 20%, SigNoz 9%, Site24x7 6%, Elastic APM 4% **application-security-posture-management**: Aikido Security 37%, Snyk 14%, DefectDojo 10%, Cycode ASPM 8%, Jit 6% **application-shielding**: Appdome 33%, Approov 8%, Guardsquare DexGuard / iXGuard 6%, LIAPP 6%, AppSealing 4% **artifact-and-container-registries**: JFrog Artifactory 14%, Sonatype Nexus Repository 11%, Amazon Elastic Container Registry 10%, Amazon ECR 8%, Cloudsmith 8% **attack-surface-management**: Intruder 49%, Attaxion 14%, Microsoft Defender External Attack Surface Management 10%, CyCognito 6%, UpGuard BreachSight 6% **backup-and-disaster-recovery**: Veeam Data Platform 38%, Druva Data Security Cloud 11%, Veeam Backup & Replication 9%, Acronis Cyber Protect 5%, Backblaze Business Backup 5% **bot-management**: Cloudflare Bot Management 56%, DataDome 22%, Cloudflare Bot Fight Mode / Super Bot Fight Mode 4%, Fastly Bot Management 4%, Akamai Bot Manager 2% **breach-and-attack-simulation**: Cymulate 24%, Picus Security Validation Platform 17%, NodeZero 12%, Infection Monkey 9%, AttackIQ Flex 7% **business-continuity-management**: LogicManager 24%, SafetyCulture 15%, ParaSolution 9%, Quantivate 7%, Mitratech Preparis 6% **business-password-managers**: 1Password 47%, Bitwarden 43%, RoboForm 4%, NordPass 2%, Proton Pass 2% **business-phone-systems**: RingCentral 29%, Google Voice 15%, Nextiva 14%, RingCentral RingEX 12%, Zoom Phone 8% **certificate-lifecycle-management**: Sectigo Certificate Manager 27%, Keyfactor Command 13%, AWS Certificate Manager 6%, AppViewX CERT+ 6%, DigiCert CertCentral 6% **ci-cd-platforms**: GitHub Actions 68%, GitLab CI/CD 23%, CircleCI 4%, Buildkite 2%, Podman 2% **client-side-protection**: cside 13%, Reflectiz 11%, Akamai Client-Side Protection & Compliance 7%, Cloudflare Client-Side Security 7%, Jscrambler Webpage Integrity 7% **cloud-cost-management**: Vantage 45%, AWS Cost Explorer 10%, CloudZero 10%, Finout 5%, Microsoft Cost Management 5% **cloud-hosting**: Amazon Web Services 32%, Microsoft Azure 20%, DigitalOcean Droplets 12%, Hostinger 10%, Azure 4% **cloud-native-application-protection**: Wiz 37%, Microsoft Defender for Cloud 21%, Orca Security 19%, Aikido Security 6%, Aqua Security 4% **cloud-security-posture-management**: Wiz 37%, Microsoft Defender for Cloud 19%, Orca Security 15%, Prowler 13%, AWS Security Hub 6% **colocation-providers**: TierPoint 22%, Flexential 15%, InterServer 15%, DataBank 10%, Equinix 10% **communications-apis**: Twilio 43%, Telnyx 24%, Plivo 15%, Vonage Communications APIs 4%, Bandwidth 2% **communications-archiving-and-compliance**: Smarsh Enterprise Archive 20%, Mimecast Cloud Archive 17%, Google Vault 8%, Microsoft Purview 8%, Barracuda Cloud Archiving Service 7% **compliance-automation**: Drata 34%, Vanta 29%, Sprinto 15%, Secureframe 7%, ComplyJet 3% **container-and-kubernetes-security**: Trivy 22%, Sysdig Secure 20%, Falco 15%, Kubescape 15%, Aqua Security 8% **content-delivery-networks**: Cloudflare 68%, Bunny.net 12%, KeyCDN 7%, Amazon CloudFront 5%, Fastly 4% **customer-identity-and-access-management**: Frontegg 21%, Auth0 18%, Clerk 18%, LoginRadius 12%, Descope 5% **cyber-risk-quantification**: CyberSaint CyberStrong 25%, Kovrr 12%, SAFE Security 8%, Axio 6%, Maxxsure 6% **data-catalogs-and-governance**: Atlan 44%, OpenMetadata 18%, Secoda 11%, DataHub 7%, OvalEdge 7% **data-center-infrastructure-management**: Sunbird DCIM 27%, NetBox 17%, Hyperview 15%, Device42 10%, openDCIM 8% **data-center-networking**: Arista Networks 27%, HPE Aruba Networking CX Series 7%, Juniper Apstra 7%, Arista Converged Cloud Fabric 5%, Arista EOS 5% **data-loss-prevention**: Microsoft Purview DLP 46%, Safetica 15%, Forcepoint DLP 7%, Netskope DLP 6%, Coro 2% **data-masking-and-test-data**: DATPROF 17%, Tonic.ai 11%, IRI FieldShield 9%, Microsoft Presidio 9%, Oracle Data Masking and Subsetting 9% **data-quality-and-observability**: Metaplane 31%, Cleanlist 9%, Soda 9%, Insycle 6%, Monte Carlo 6% **data-security-posture-management**: Microsoft Purview 18%, Sentra 16%, Wiz 10%, Cyera 8%, Bedrock Data Security Platform 4% **data-virtualization**: Denodo 28%, Trino 15%, Starburst Galaxy 13%, Starburst 11%, Dremio 9% **data-warehouses**: Snowflake 49%, Google BigQuery 47%, Amazon Redshift 2%, ClickHouse Cloud 2% **ddi-and-ipam**: BlueCat Micetro 15%, SolarWinds IP Address Manager 13%, ManageEngine OpUtils 11%, phpIPAM 9%, NetBox 8% **ddos-protection**: Cloudflare 82%, AWS Shield 4%, Cloudflare Business or Cloudflare Contract 2%, Cloudflare Magic Transit 2%, Imperva DDoS Protection 2% **deception-technology**: Thinkst Canary 37%, Acalvio ShadowPlex 9%, HoneyWire 7%, Tracebit 7%, Canarytokens.org 4% **digital-employee-experience**: ControlUp 13%, Nexthink Infinity 10%, PancakeSwap 10%, Culture Amp 8%, Leapsome 6% **digital-risk-protection**: UpGuard BreachSight 22%, ZeroFox 14%, Guardz 12%, PhishEye 6%, SOCRadar Extended Threat Intelligence 6% **dns-filtering**: DNSFilter 59%, Cloudflare Gateway 22%, Cisco Umbrella 6%, Cloudflare One 4%, Cisco Secure Access – DNS Defense 2% **dynamic-application-security-testing**: OWASP ZAP 29%, Invicti 20%, Acunetix 12%, Bright Security 8%, StackHawk 8% **edi-platforms**: TrueCommerce EDI 32%, Cleo Integration Cloud 19%, SPS Commerce 15%, Orderful 6%, Elevate 5% **email-security**: Microsoft Defender for Office 365 32%, SpamTitan 16%, Barracuda Email Protection 10%, Mimecast Email Security 10%, Check Point Harmony Email & Collaboration 8% **embedded-analytics**: Metabase 22%, Sisense 15%, Luzmo 13%, Draxlr 7%, Explo 7% **endpoint-detection-and-response**: Microsoft Defender for Endpoint 30%, CrowdStrike Falcon Insight 22%, Microsoft Defender for Cloud 15%, SentinelOne Singularity 15%, Huntress Managed EDR 6% **endpoint-protection**: Microsoft Defender for Endpoint 22%, Bitdefender GravityZone 17%, Microsoft Defender for Cloud 17%, CrowdStrike Falcon 12%, SentinelOne Singularity 5% **enterprise-ai-assistants**: ChatGPT 25%, Microsoft 365 Copilot 25%, Amazon Q 10%, Glean 6%, Microsoft Copilot 6% **enterprise-architecture-tools**: SAP LeanIX 25%, Ardoq 18%, LeanIX 16%, Archi 11%, Essential Project 5% **enterprise-browsers**: Google Password Manager 26%, Island Enterprise Browser 24%, Microsoft Edge for Business 14%, Google Chrome Enterprise Core 9%, Chrome Enterprise Core 5% **enterprise-storage-systems**: Dell PowerStore 16%, Pure Storage FlashArray 12%, NetApp AFF 9%, Dell PowerVault ME5 Series 5%, Dell Technologies 5% **error-and-crash-monitoring**: Sentry 76%, Rollbar 8%, Bugsnag 4%, Datadog Error Tracking 2%, GlitchTip 2% **etl-and-elt**: Fivetran 40%, Airbyte 28%, Hevo Data 15%, Stitch 4%, Talend 4% **extended-detection-and-response**: Microsoft Defender XDR 40%, Sophos Intercept X 19%, CrowdStrike Falcon Insight XDR 12%, SentinelOne Singularity 8%, Cynet 360 AutoXDR 4% **feature-flags**: Flagsmith 25%, LaunchDarkly 19%, ConfigCat 16%, Statsig 11%, Unleash 11% **grc-platforms**: Hyperproof 19%, Vanta 15%, ZenGRC 14%, Drata 12%, SimpleRisk 10% **identity-governance**: Microsoft Entra ID Governance 25%, Lumos 12%, Omada Identity 9%, Okta Identity Governance 8%, Iden 6% **identity-threat-detection-and-response**: Huntress Managed ITDR 51%, Microsoft Defender for Identity 14%, Huntress ITDR 4%, Microsoft Entra ID Protection 4%, Silverfort ITDR 4% **identity-verification**: Persona 21%, Sumsub 17%, Veriff 17%, Didit 12%, iDenfy 8% **incident-management-and-on-call**: incident.io 32%, PagerDuty 15%, Freshservice 10%, Squadcast 8%, Grafana IRM 7% **infrastructure-as-code**: Terraform 57%, OpenTofu 35%, Ansible 4%, Terraform with HCP Terraform 4% **infrastructure-monitoring**: Datadog 28%, Zabbix 20%, New Relic 16%, ManageEngine OpManager 8%, Site24x7 8% **insider-risk-management**: Microsoft Purview Insider Risk Management 22%, Above Security 17%, Code42 Incydr 13%, Coro 7%, E-Monitor 7% **intelligent-document-processing**: Nanonets 32%, Rossum 16%, Parseur 8%, Docsumo 6%, Google Document AI 6% **internal-developer-portals**: Port 53%, Backstage 23%, OpsLevel 8%, Palo Alto Networks Cortex Cloud 8%, Port.io 6% **it-asset-management**: Freshservice 31%, Snipe-IT 25%, Lansweeper 14%, ManageEngine AssetExplorer 10%, InvGate Asset Management 8% **it-documentation**: Confluence 17%, Hudu 17%, Document360 15%, BookStack 13%, Freshservice 8% **it-financial-management**: IBM Apptio Cloudability 9%, Nicus ITFM Platform 9%, MagicOrange 6%, Proven Optics 6%, Ramp 6% **it-service-management**: Freshservice 58%, Jira Service Management 12%, ManageEngine ServiceDesk Plus 11%, Spiceworks Cloud Help Desk 7%, GLPI 2% **llm-gateways-and-observability**: LiteLLM 31%, Portkey 31%, OpenRouter 9%, Helicone 6%, Bifrost 4% **load-balancers**: HAProxy 29%, Progress Kemp LoadMaster 27%, NGINX 15%, AWS Elastic Load Balancing 6%, Cloudflare Load Balancing 4% **log-management**: Datadog Log Management 28%, Graylog 26%, Grafana Loki 11%, Better Stack 9%, Elastic Stack 6% **managed-detection-and-response**: Arctic Wolf Managed Detection and Response 37%, Huntress Managed EDR 35%, Sophos MDR 13%, Expel MDR 4%, AirMDR 2% **managed-dns**: Cloudflare DNS 84%, DNS Made Easy 7%, Akamai Edge DNS 2%, Amazon Route 53 2%, Cloudflare Enterprise Foundation DNS 2% **managed-file-transfer**: Files.com 43%, Progress MOVEit Transfer 8%, Cerberus FTP Server 6%, SFTPGo 6%, Cleo Integration Cloud 4% **managed-kubernetes-platforms**: Google Kubernetes Engine 43%, Amazon EKS 15%, DigitalOcean Kubernetes 14%, Azure Kubernetes Service 12%, Civo Kubernetes 9% **managed-relational-databases**: Amazon RDS 45%, Amazon Aurora 12%, Google Cloud SQL 10%, Neon 10%, DigitalOcean Managed Databases 9% **master-data-management**: Profisee MDM 41%, Semarchy xDM 17%, AtroCore MDM 16%, Pimcore 12%, Informatica MDM 3% **microsegmentation**: ColorTokens Xshield 25%, Illumio Segmentation 20%, Akamai Guardicore Segmentation 12%, Faddom 5%, Calico Open Source 4% **microsoft-365-management**: CoreView 20%, AdminDroid 16%, ManageEngine M365 Manager Plus 15%, BetterCloud 11%, Microsoft Purview 5% **ml-platforms**: Azure Machine Learning 21%, Databricks Mosaic AI 14%, Amazon SageMaker 11%, Google Colab 9%, Google Vertex AI 9% **multi-factor-authentication**: Cisco Duo 47%, Microsoft Entra ID 30%, Okta Verify 13%, Google Workspace 2-Step Verification 3%, Microsoft 365, Azure AD 2% **network-access-control**: Portnox Cloud 35%, PacketFence 15%, Portnox CLEAR 15%, OPSWAT MetaAccess 7%, Aruba ClearPass 2% **network-detection-and-response**: ManageEngine NetFlow Analyzer 21%, Vectra AI 18%, Security Onion 16%, Paessler PRTG Network Monitor 5%, Blumira 4% **network-monitoring-and-management**: Auvik 26%, ManageEngine OpManager 22%, Zabbix 17%, Paessler PRTG Network Monitor 11%, LibreNMS 6% **next-generation-firewalls**: Fortinet FortiGate 73%, Sophos Firewall 4%, Cisco Secure Firewall 2%, FortiGate 50G 2%, FortiGate VM 2% **non-human-identity-management**: JumpCloud 14%, Entro Security 9%, GitGuardian NHI Governance 9%, Akeyless 7%, Delinea 7% **nosql-databases**: MongoDB 74%, Amazon DynamoDB 11%, Couchbase 4%, Google Cloud Firestore 2%, Google Firebase Firestore 2% **object-storage**: Backblaze B2 46%, Cloudflare R2 19%, Amazon S3 12%, Wasabi Object Storage 10%, Azure Blob Storage 6% **observability-platforms**: Grafana 27%, New Relic 27%, Datadog 18%, SigNoz 8%, OpenObserve 5% **ot-and-iot-security**: Microsoft Defender for IoT 21%, Claroty xDome 19%, Nozomi Networks Guardian 10%, Fortinet OT Security Platform 8%, Armis Centrix 6% **patch-management**: Action1 29%, ManageEngine Patch Manager Plus 29%, NinjaOne Autonomous Patch Management 12%, Automox 10%, Patch My PC 6% **penetration-testing-as-a-service**: Cobalt 45%, BreachLock 19%, Astra Security 4%, Synack 4%, UnderDefense 4% **privileged-access-management**: Delinea Secret Server 37%, ManageEngine PAM360 24%, KeeperPAM 9%, BeyondTrust 6%, JumpServer 4% **process-mining**: Apromore 19%, IBM Process Mining 14%, Microsoft Power Automate Process Mining 14%, UiPath Process Mining 10%, Mindzie 7% **proxy-networks**: Decodo 41%, Smartproxy 15%, Webshare 13%, Oxylabs 11%, Bright Data 7% **remote-monitoring-and-management**: NinjaOne 47%, Atera 24%, Action1 8%, Datto RMM 6%, Syncro 6% **remote-support-and-remote-access**: Splashtop Remote Support 23%, TeamViewer 19%, Zoho Assist 18%, ConnectWise ScreenConnect 9%, NinjaOne 9% **robotic-process-automation**: Microsoft Power Automate 51%, UiPath 33%, UiPath Community Edition 6%, Automation Anywhere 4%, IBM Robotic Process Automation 2% **saas-management-platforms**: Torii 34%, Zluri 18%, SpendHound 12%, Corma 6%, Cloudeagle 4% **saas-security-posture-management**: Wing Security 30%, Nudge Security 9%, 8200.dev 8%, Grip Security 8%, Wing 8% **sase-platforms**: Cato Networks 35%, Cloudflare One 33%, Cato SASE Cloud 10%, Fortinet FortiSASE 6%, Netskope One 6% **sd-wan**: Fortinet Secure SD-WAN 50%, Cisco Meraki SD-WAN 19%, Cisco Catalyst SD-WAN 10%, Cato SASE Cloud 6%, HPE Aruba EdgeConnect 4% **secrets-management**: HashiCorp Vault 31%, Doppler 29%, Infisical 15%, AWS Secrets Manager 8%, AWS Systems Manager Parameter Store 3% **secure-code-training**: SecureFlag 26%, Secure Code Warrior 18%, SafeStack Academy 12%, PortSwigger Web Security Academy 8%, RansomLeak 6% **security-awareness-training**: KnowBe4 45%, Hoxhunt 16%, Wizer 8%, CanIPhish 6%, Huntress Managed Security Awareness Training 6% **server-virtualization-platforms**: Proxmox VE 42%, Microsoft Hyper-V 17%, Nutanix AHV 17%, VMware vSphere 10%, Microsoft Hyper-V / Azure Local 2% **siem-platforms**: Microsoft Sentinel 38%, Wazuh 21%, Rapid7 InsightIDR 17%, Blumira 4%, Elastic Security 4% **soar-platforms**: Tines 41%, Shuffle 18%, Swimlane Turbine 11%, Torq 8%, Cortex XSOAR 5% **software-composition-analysis**: Trivy 31%, Snyk Open Source 16%, Mend.io 14%, GitHub Dependabot 8%, OWASP Dependency-Check 8% **source-control-hosting**: GitHub 70%, GitLab 21%, Bitbucket 4%, Azure DevOps 2%, Azure Repos 2% **static-application-security-testing**: Semgrep 36%, SonarQube 22%, Snyk Code 14%, Snyk 8%, CodeQL 4% **streaming-platforms**: Confluent Cloud 39%, Redpanda 21%, Apache Kafka 7%, Dacast 4%, YouTube Live 4% **telemetry-pipelines**: OpenTelemetry Collector 37%, Cribl Stream 17%, Vector 12%, Grafana Cloud 8%, New Relic 3% **third-party-risk-management**: UpGuard 55%, Vanta 12%, LT-VRM 4%, Prevalent 4%, ProcessUnity 4% **threat-intelligence-platforms**: MISP 12%, Recorded Future Intelligence Cloud 12%, Anomali ThreatStream 10%, SOCRadar Extended Threat Intelligence 10%, ThreatConnect 8% **time-series-databases**: TimescaleDB 63%, InfluxDB 16%, VictoriaMetrics 8%, QuestDB 4%, InfluxDB 3.x 2% **unified-endpoint-management**: Microsoft Intune 39%, ManageEngine Endpoint Central 27%, Action1 7%, JumpCloud 5%, Miradore 5% **vector-databases**: pgvector 35%, Pinecone 25%, Qdrant 22%, Chroma 6%, Weaviate 5% **video-conferencing**: Zoom Workplace 42%, Microsoft 24%, Google Meet 22%, Zoho Meeting 5%, Google Workspace 2% **virtual-desktops**: Azure Virtual Desktop 22%, Microsoft Azure Virtual Desktop 16%, Amazon WorkSpaces 10%, Nerdio Manager 9%, V2 Cloud 9% **vulnerability-management-platforms**: Rapid7 InsightVM 30%, Tenable Vulnerability Management 16%, Intruder 11%, Qualys VMDR 9%, ManageEngine Vulnerability Manager Plus 7% **web-application-firewalls**: Cloudflare WAF 69%, ModSecurity 8%, AWS WAF 4%, Barracuda Web Application Firewall 4%, OWASP Core Rule Set 4% **website-and-synthetic-monitoring**: UptimeRobot 24%, Better Stack 22%, Datadog Synthetic Monitoring 7%, Pingdom 7%, Uptime.com 7% **workflow-orchestration**: Prefect 21%, Apache Airflow 17%, Dagster 14%, n8n 14%, Make 12% **workforce-identity-and-sso**: Microsoft Entra ID 46%, Okta Workforce Identity 23%, OneLogin 20%, JumpCloud 9%, Google Cloud Identity 2% **zero-trust-network-access**: Twingate 39%, Cloudflare One 38%, Cato Networks 6%, NordLayer 3%, OpenVPN CloudConnexa 3% ## Anti-recommendations Products most often labeled soft or hard negative, with the number of models that did so at least once in the category, and the share of that product's labels in the category that were negative. A high negative share on a product with few labels is a warning; a low share on a product with many labels is salience, not sentiment. - **ai-coding-assistants**: Cursor (8 models; 11 of 57 labels negative), GitHub Copilot (7 models; 8 of 73 labels negative), Amazon Q Developer (5 models, 1 hard; 6 of 38 labels negative), Claude Code (4 models; 4 of 28 labels negative) - **ai-governance-platforms**: IBM watsonx.governance (9 models, 1 hard; 12 of 34 labels negative), OneTrust AI Governance (8 models, 4 hard; 13 of 39 labels negative), Credo AI (7 models, 2 hard; 11 of 49 labels negative), Holistic AI (4 models, 2 hard; 5 of 22 labels negative) - **ai-it-support-agents**: ServiceNow Now Assist (7 models, 2 hard; 13 of 33 labels negative), Zendesk AI Agents (5 models; 5 of 35 labels negative), Aisera (3 models, 1 hard; 3 of 15 labels negative), Moveworks (3 models, 1 hard; 4 of 21 labels negative) - **ai-security-platforms**: OpenAI (4 models, 1 hard; 4 of 4 labels negative), CrowdStrike Falcon (3 models; 3 of 7 labels negative), Google Cloud (3 models; 3 of 3 labels negative), Darktrace (2 models, 1 hard; 3 of 13 labels negative) - **ai-soc-agents**: BlinkOps (1 model, 1 hard; 1 of 2 labels negative), CrowdStrike Charlotte (1 model, 1 hard; 1 of 1 labels negative), Microsoft Copilot (1 model, 1 hard; 1 of 1 labels negative), Radiant Security (1 model, 1 hard; 1 of 29 labels negative) - **aiops-platforms**: Dynatrace (9 models, 1 hard; 13 of 49 labels negative), Datadog (6 models, 1 hard; 6 of 40 labels negative), BigPanda (5 models; 7 of 47 labels negative), Moogsoft (4 models, 1 hard; 4 of 18 labels negative) - **api-gateways**: Apigee (8 models, 3 hard; 12 of 43 labels negative), Amazon API Gateway (8 models, 2 hard; 13 of 61 labels negative), Kong Gateway (7 models, 1 hard; 10 of 70 labels negative), MuleSoft Anypoint Platform (5 models, 1 hard; 8 of 14 labels negative) - **api-management**: Amazon API Gateway (10 models, 4 hard; 12 of 52 labels negative), Apigee (10 models, 4 hard; 22 of 52 labels negative), MuleSoft Anypoint Platform (9 models, 4 hard; 19 of 45 labels negative), IBM API Connect (9 models, 2 hard; 11 of 27 labels negative) - **api-security-platforms**: Salt Security (8 models, 2 hard; 14 of 43 labels negative), Noname Security (6 models, 2 hard; 6 of 14 labels negative), Akamai API Security (5 models; 8 of 39 labels negative), F5 (4 models, 1 hard; 4 of 7 labels negative) - **application-performance-monitoring**: Dynatrace (13 models, 5 hard; 24 of 50 labels negative), Datadog APM (13 models, 4 hard; 20 of 68 labels negative), AppDynamics (9 models, 3 hard; 10 of 37 labels negative), New Relic (8 models, 1 hard; 8 of 65 labels negative) - **application-security-posture-management**: Apiiro (5 models, 2 hard; 8 of 25 labels negative), ArmorCode (5 models; 8 of 33 labels negative), Cycode ASPM (4 models; 6 of 36 labels negative), OX Security (4 models; 4 of 19 labels negative) - **application-shielding**: Guardsquare DexGuard / iXGuard (5 models, 1 hard; 5 of 36 labels negative), Appdome (4 models; 4 of 48 labels negative), Promon SHIELD (3 models, 2 hard; 4 of 31 labels negative), Verimatrix Application Shielding (3 models, 1 hard; 3 of 12 labels negative) - **artifact-and-container-registries**: Docker Hub (13 models, 9 hard; 17 of 30 labels negative), GitHub Packages (8 models, 1 hard; 10 of 42 labels negative), JFrog Artifactory (7 models, 3 hard; 11 of 48 labels negative), Quay.io (6 models; 6 of 12 labels negative) - **attack-surface-management**: Censys ASM (8 models, 3 hard; 13 of 31 labels negative), Cortex Xpanse (8 models, 3 hard; 15 of 36 labels negative), CyCognito (8 models, 1 hard; 10 of 39 labels negative), Bitsight (7 models, 4 hard; 9 of 22 labels negative) - **backup-and-disaster-recovery**: Microsoft OneDrive (3 models, 3 hard; 3 of 3 labels negative), Acronis Cyber Protect (3 models; 3 of 32 labels negative), Cohesity DataProtect (3 models; 3 of 25 labels negative), Datto SIRIS (3 models; 3 of 24 labels negative) - **bot-management**: Akamai Bot Manager (8 models; 10 of 37 labels negative), DataDome (5 models; 6 of 49 labels negative), reCAPTCHA (4 models, 1 hard; 5 of 5 labels negative), Cloudflare Bot Management (4 models; 4 of 59 labels negative) - **breach-and-attack-simulation**: SafeBreach (10 models, 2 hard; 15 of 46 labels negative), Cymulate (8 models; 11 of 53 labels negative), AttackIQ (7 models, 1 hard; 9 of 38 labels negative), Pentera (7 models; 9 of 32 labels negative) - **business-continuity-management**: Everbridge 360 (6 models, 2 hard; 7 of 17 labels negative), Fusion Risk Management (6 models, 1 hard; 8 of 16 labels negative), Riskonnect Business Continuity & Resilience (6 models; 7 of 28 labels negative), Archer (5 models; 9 of 14 labels negative) - **business-password-managers**: LastPass (12 models, 12 hard; 25 of 37 labels negative), Dashlane (7 models, 1 hard; 9 of 50 labels negative), 1Password (7 models; 9 of 69 labels negative), Google Password Manager (3 models, 3 hard; 3 of 3 labels negative) - **business-phone-systems**: RingCentral (7 models, 1 hard; 8 of 49 labels negative), Avaya (6 models, 4 hard; 6 of 8 labels negative), Mitel (5 models, 4 hard; 5 of 7 labels negative), Vonage (4 models, 1 hard; 4 of 15 labels negative) - **certificate-lifecycle-management**: Venafi (7 models, 4 hard; 21 of 36 labels negative), AppViewX CERT+ (5 models, 2 hard; 5 of 34 labels negative), CertKit (4 models, 2 hard; 4 of 6 labels negative), Keyfactor Command (4 models, 1 hard; 7 of 37 labels negative) - **ci-cd-platforms**: Jenkins (13 models, 11 hard; 34 of 65 labels negative), CircleCI (8 models; 12 of 64 labels negative), Travis CI (6 models, 6 hard; 9 of 9 labels negative), GitHub Actions (5 models; 5 of 68 labels negative) - **client-side-protection**: Jscrambler Webpage Integrity (6 models, 2 hard; 11 of 30 labels negative), Source Defense (6 models; 7 of 26 labels negative), Reflectiz (5 models, 1 hard; 6 of 32 labels negative), HUMAN Security (5 models; 5 of 12 labels negative) - **cloud-cost-management**: IBM Apptio Cloudability (9 models, 6 hard; 22 of 51 labels negative), VMware Tanzu CloudHealth (9 models, 6 hard; 15 of 35 labels negative), AWS Cost Explorer (9 models; 11 of 38 labels negative), Microsoft Cost Management (8 models; 8 of 30 labels negative) - **cloud-hosting**: Google Cloud (10 models; 13 of 57 labels negative), Amazon Web Services (9 models, 1 hard; 12 of 59 labels negative), Bluehost (7 models, 7 hard; 7 of 10 labels negative), HostGator (6 models, 6 hard; 6 of 7 labels negative) - **cloud-native-application-protection**: Prisma Cloud (10 models, 4 hard; 17 of 40 labels negative), Wiz (10 models, 4 hard; 13 of 70 labels negative), Orca Security (7 models, 2 hard; 8 of 57 labels negative), Palo Alto Networks Cortex Cloud (6 models, 2 hard; 7 of 19 labels negative) - **cloud-security-posture-management**: Microsoft Defender for Cloud (9 models, 3 hard; 9 of 54 labels negative), Prisma Cloud (9 models, 3 hard; 18 of 47 labels negative), Lacework FortiCNAPP (5 models, 2 hard; 5 of 18 labels negative), Wiz (5 models, 2 hard; 9 of 61 labels negative) - **colocation-providers**: Equinix (8 models, 2 hard; 11 of 44 labels negative), ColoCrossing (5 models, 3 hard; 5 of 8 labels negative), Evocative (4 models, 3 hard; 4 of 5 labels negative), Digital Realty (3 models, 2 hard; 4 of 32 labels negative) - **communications-apis**: Twilio (10 models, 1 hard; 21 of 71 labels negative), Sinch (6 models; 7 of 38 labels negative), Vonage Communications APIs (5 models; 6 of 55 labels negative), MessageBird (3 models, 1 hard; 3 of 25 labels negative) - **communications-archiving-and-compliance**: Smarsh Enterprise Archive (6 models, 2 hard; 11 of 53 labels negative), Veritas Enterprise Vault (5 models, 2 hard; 5 of 13 labels negative), Microsoft Purview (4 models; 4 of 25 labels negative), Mimecast Cloud Archive (4 models; 4 of 36 labels negative) - **compliance-automation**: Vanta (10 models, 1 hard; 15 of 67 labels negative), Drata (8 models, 1 hard; 10 of 63 labels negative), OneTrust Tech Risk & Compliance (5 models, 2 hard; 6 of 15 labels negative), Secureframe (4 models, 1 hard; 4 of 53 labels negative) - **container-and-kubernetes-security**: Aqua Security (9 models; 12 of 59 labels negative), Prisma Cloud (8 models; 14 of 49 labels negative), Sysdig Secure (5 models; 6 of 60 labels negative), Trivy (4 models; 5 of 44 labels negative) - **content-delivery-networks**: Akamai (10 models, 2 hard; 18 of 48 labels negative), Amazon CloudFront (10 models, 1 hard; 15 of 68 labels negative), Fastly (9 models, 1 hard; 12 of 61 labels negative), Cloudflare (6 models; 6 of 72 labels negative) - **customer-identity-and-access-management**: Auth0 (9 models, 1 hard; 13 of 60 labels negative), Okta (9 models, 1 hard; 10 of 20 labels negative), Microsoft Entra External ID (7 models, 5 hard; 9 of 39 labels negative), Amazon Cognito (7 models, 2 hard; 11 of 31 labels negative) - **cyber-risk-quantification**: RiskLens (7 models; 10 of 27 labels negative), SAFE Security (7 models; 13 of 40 labels negative), Axio (4 models; 5 of 32 labels negative), Kovrr (3 models; 4 of 30 labels negative) - **data-catalogs-and-governance**: Collibra (9 models, 6 hard; 26 of 53 labels negative), Alation (7 models, 5 hard; 16 of 57 labels negative), Informatica Intelligent Data Management Cloud (6 models, 5 hard; 9 of 25 labels negative), Microsoft Purview (5 models; 5 of 35 labels negative) - **data-center-infrastructure-management**: Nlyte DCIM (6 models, 1 hard; 8 of 32 labels negative), Vertiv Trellis (5 models, 4 hard; 5 of 8 labels negative), openDCIM (5 models, 1 hard; 5 of 23 labels negative), Schneider Electric EcoStruxure IT (5 models; 5 of 25 labels negative) - **data-center-networking**: Cisco (8 models; 9 of 28 labels negative), VMware NSX (6 models, 3 hard; 7 of 16 labels negative), Arista Networks (6 models; 6 of 45 labels negative), Cisco ACI (5 models, 3 hard; 7 of 12 labels negative) - **data-loss-prevention**: Symantec Data Loss Prevention (9 models, 6 hard; 19 of 36 labels negative), Forcepoint DLP (7 models, 3 hard; 11 of 43 labels negative), Microsoft Purview DLP (6 models, 1 hard; 8 of 56 labels negative), Trellix DLP (6 models, 1 hard; 7 of 15 labels negative) - **data-masking-and-test-data**: Delphix (7 models, 1 hard; 10 of 37 labels negative), Informatica Intelligent Data Management Cloud (4 models; 5 of 14 labels negative), Microsoft SQL Server (3 models; 3 of 10 labels negative), Oracle Data Masking and Subsetting (3 models; 3 of 22 labels negative) - **data-quality-and-observability**: Monte Carlo (11 models, 5 hard; 25 of 53 labels negative), Bigeye (7 models; 8 of 35 labels negative), Anomalo (5 models, 1 hard; 6 of 25 labels negative), Great Expectations (5 models, 1 hard; 6 of 37 labels negative) - **data-security-posture-management**: Varonis Data Security Platform (8 models, 1 hard; 11 of 40 labels negative), Cyera (6 models, 2 hard; 8 of 44 labels negative), BigID (5 models, 2 hard; 8 of 33 labels negative), IBM Guardium (4 models, 2 hard; 4 of 11 labels negative) - **data-virtualization**: Denodo (12 models, 2 hard; 23 of 66 labels negative), TIBCO Data Virtualization (7 models, 1 hard; 12 of 34 labels negative), IBM Data Virtualization (3 models, 1 hard; 4 of 11 labels negative), IBM Cloud Pak for Data (3 models; 3 of 12 labels negative) - **data-warehouses**: Amazon Redshift (13 models, 1 hard; 13 of 80 labels negative), Google BigQuery (13 models; 13 of 80 labels negative), Snowflake (11 models, 2 hard; 17 of 78 labels negative), Azure Synapse Analytics (6 models, 3 hard; 6 of 27 labels negative) - **ddi-and-ipam**: Infoblox (7 models, 2 hard; 20 of 42 labels negative), BlueCat Integrity (7 models, 1 hard; 13 of 48 labels negative), SolarWinds IP Address Manager (6 models, 3 hard; 7 of 39 labels negative), EfficientIP SOLIDserver (4 models, 2 hard; 5 of 32 labels negative) - **ddos-protection**: Akamai Prolexic (8 models, 2 hard; 13 of 44 labels negative), AWS Shield (7 models, 2 hard; 7 of 62 labels negative), DDoS-Guard (5 models, 5 hard; 5 of 7 labels negative), Azure DDoS Protection (4 models, 2 hard; 4 of 22 labels negative) - **deception-technology**: Illusive Networks (4 models, 1 hard; 5 of 12 labels negative), Acalvio ShadowPlex (4 models; 6 of 42 labels negative), Zscaler Deception (4 models; 4 of 12 labels negative), CounterCraft (3 models; 3 of 14 labels negative) - **digital-employee-experience**: Raydium (4 models, 1 hard; 4 of 14 labels negative), SushiSwap (4 models, 1 hard; 5 of 14 labels negative), Uniswap (4 models, 1 hard; 4 of 38 labels negative), Oasis Swap (3 models, 3 hard; 3 of 3 labels negative) - **digital-risk-protection**: ZeroFox (10 models, 3 hard; 11 of 47 labels negative), Recorded Future (7 models, 1 hard; 12 of 35 labels negative), CrowdStrike (3 models; 3 of 8 labels negative), CTM360 (2 models; 2 of 7 labels negative) - **dns-filtering**: Cisco Umbrella (7 models; 10 of 40 labels negative), Google Public DNS (6 models, 1 hard; 6 of 6 labels negative), OpenDNS (4 models, 2 hard; 4 of 16 labels negative), NextDNS (4 models; 4 of 27 labels negative) - **dynamic-application-security-testing**: OWASP ZAP (10 models, 1 hard; 16 of 54 labels negative), Burp Suite (7 models, 1 hard; 8 of 45 labels negative), Acunetix (5 models; 5 of 39 labels negative), Arachni (4 models, 4 hard; 4 of 5 labels negative) - **edi-platforms**: SPS Commerce (12 models, 7 hard; 15 of 49 labels negative), TrueCommerce EDI (9 models, 3 hard; 12 of 62 labels negative), Cleo Integration Cloud (5 models, 1 hard; 5 of 56 labels negative), OpenText Trading Grid (5 models; 6 of 11 labels negative) - **email-security**: Proofpoint Email Protection (8 models; 14 of 59 labels negative), Mimecast Email Security (6 models; 11 of 50 labels negative), Gmail (4 models, 2 hard; 4 of 4 labels negative), Barracuda Email Protection (4 models, 1 hard; 4 of 31 labels negative) - **embedded-analytics**: Power BI Embedded (8 models; 11 of 27 labels negative), Looker (7 models, 6 hard; 15 of 35 labels negative), Microsoft Power BI Embedded (7 models, 2 hard; 12 of 24 labels negative), Tableau (6 models, 5 hard; 18 of 28 labels negative) - **endpoint-detection-and-response**: CrowdStrike Falcon Insight (8 models; 11 of 57 labels negative), VMware Carbon Black (6 models, 1 hard; 6 of 9 labels negative), CrowdStrike (6 models; 6 of 11 labels negative), Microsoft Defender for Endpoint (6 models; 6 of 57 labels negative) - **endpoint-protection**: CrowdStrike Falcon (9 models; 9 of 41 labels negative), Kaspersky Endpoint Security (7 models, 5 hard; 7 of 8 labels negative), Trend Micro Apex One (5 models, 2 hard; 5 of 13 labels negative), Sophos Intercept X (5 models; 5 of 42 labels negative) - **enterprise-ai-assistants**: ChatGPT (8 models, 1 hard; 10 of 47 labels negative), Microsoft 365 Copilot (7 models, 4 hard; 8 of 40 labels negative), Claude (5 models, 1 hard; 5 of 23 labels negative), GitHub Copilot (5 models, 1 hard; 5 of 7 labels negative) - **enterprise-architecture-tools**: Sparx Systems Enterprise Architect (5 models, 2 hard; 5 of 29 labels negative), Ardoq (5 models, 1 hard; 7 of 47 labels negative), Sparx Enterprise Architect (5 models, 1 hard; 7 of 13 labels negative), Excel (4 models, 4 hard; 4 of 4 labels negative) - **enterprise-browsers**: Brave (9 models, 6 hard; 10 of 12 labels negative), Google Password Manager (8 models, 3 hard; 8 of 63 labels negative), Opera (7 models, 6 hard; 7 of 7 labels negative), Firefox ESR (7 models, 3 hard; 7 of 10 labels negative) - **enterprise-storage-systems**: IBM (3 models; 4 of 17 labels negative), HPE 3PAR (2 models, 1 hard; 2 of 3 labels negative), Ceph (2 models; 2 of 4 labels negative), Dell PowerStore (2 models; 2 of 24 labels negative) - **error-and-crash-monitoring**: Datadog Error Tracking (11 models, 3 hard; 20 of 46 labels negative), Sentry (9 models; 12 of 76 labels negative), New Relic Errors Inbox (7 models, 3 hard; 13 of 32 labels negative), Bugsnag (4 models; 4 of 56 labels negative) - **etl-and-elt**: Talend (7 models, 4 hard; 9 of 36 labels negative), Informatica PowerCenter (6 models, 4 hard; 6 of 11 labels negative), AWS Glue (6 models, 2 hard; 6 of 28 labels negative), Apache Airflow (6 models; 7 of 24 labels negative) - **extended-detection-and-response**: CrowdStrike Falcon Insight XDR (12 models; 17 of 62 labels negative), Microsoft Defender XDR (9 models, 1 hard; 9 of 61 labels negative), Palo Alto Networks Cortex XDR (9 models; 12 of 35 labels negative), Cisco XDR (6 models; 6 of 22 labels negative) - **feature-flags**: LaunchDarkly (11 models, 4 hard; 24 of 64 labels negative), Split (4 models; 4 of 22 labels negative), Statsig (4 models; 4 of 47 labels negative), Unleash (4 models; 5 of 52 labels negative) - **grc-platforms**: ServiceNow Integrated Risk Management (12 models, 5 hard; 24 of 42 labels negative), Archer (10 models, 6 hard; 21 of 27 labels negative), MetricStream (9 models, 3 hard; 16 of 31 labels negative), OneTrust GRC (7 models, 2 hard; 9 of 18 labels negative) - **identity-governance**: SailPoint Identity Security Cloud (11 models, 5 hard; 29 of 59 labels negative), Saviynt Enterprise Identity Cloud (11 models, 4 hard; 22 of 52 labels negative), Okta Identity Governance (7 models; 8 of 34 labels negative), Oracle Identity Governance (6 models, 4 hard; 6 of 11 labels negative) - **identity-threat-detection-and-response**: CrowdStrike (4 models, 1 hard; 5 of 14 labels negative), CrowdStrike Falcon Identity Protection (4 models, 1 hard; 5 of 27 labels negative), Microsoft Defender for Identity (3 models; 3 of 38 labels negative), SentinelOne (2 models, 1 hard; 3 of 9 labels negative) - **identity-verification**: ID.me (9 models, 5 hard; 9 of 11 labels negative), IDMerit (6 models, 6 hard; 6 of 6 labels negative), Persona (6 models, 3 hard; 6 of 41 labels negative), Sumsub (5 models, 2 hard; 6 of 40 labels negative) - **incident-management-and-on-call**: Opsgenie (14 models, 26 hard; 36 of 50 labels negative), PagerDuty (11 models, 1 hard; 24 of 72 labels negative), ServiceNow ITSM (9 models, 3 hard; 14 of 22 labels negative), Jira Service Management (5 models, 1 hard; 5 of 25 labels negative) - **infrastructure-as-code**: Terraform (11 models, 1 hard; 20 of 85 labels negative), Puppet (9 models, 5 hard; 11 of 15 labels negative), AWS CloudFormation (9 models, 1 hard; 16 of 55 labels negative), Chef (7 models, 6 hard; 9 of 12 labels negative) - **infrastructure-monitoring**: Datadog (12 models, 4 hard; 24 of 59 labels negative), Dynatrace (11 models, 3 hard; 17 of 38 labels negative), Prometheus (8 models; 10 of 31 labels negative), Zabbix (7 models, 2 hard; 10 of 46 labels negative) - **insider-risk-management**: Teramind (7 models, 4 hard; 9 of 33 labels negative), Proofpoint Insider Threat Management (4 models; 5 of 27 labels negative), DTEX InTERCEPT (3 models, 1 hard; 4 of 23 labels negative), Varonis Data Security Platform (3 models, 1 hard; 5 of 21 labels negative) - **intelligent-document-processing**: UiPath Document Understanding (8 models, 3 hard; 11 of 46 labels negative), ABBYY Vantage (6 models, 2 hard; 9 of 38 labels negative), Amazon Textract (4 models, 1 hard; 4 of 28 labels negative), Azure AI Document Intelligence (4 models, 1 hard; 4 of 15 labels negative) - **internal-developer-portals**: Backstage (11 models, 4 hard; 28 of 67 labels negative), OpsLevel (4 models; 5 of 41 labels negative), Palo Alto Networks Cortex Cloud (4 models; 5 of 47 labels negative), Port (4 models; 4 of 59 labels negative) - **it-asset-management**: ServiceNow IT Asset Management (12 models, 3 hard; 23 of 50 labels negative), Snipe-IT (6 models; 7 of 40 labels negative), Lansweeper (5 models, 1 hard; 5 of 45 labels negative), GLPI (4 models, 1 hard; 4 of 11 labels negative) - **it-documentation**: Confluence (9 models, 2 hard; 12 of 56 labels negative), Notion (8 models, 1 hard; 12 of 50 labels negative), SharePoint (5 models; 5 of 9 labels negative), IT Glue (4 models, 2 hard; 8 of 38 labels negative) - **it-financial-management**: ServiceNow IT Financial Management (9 models, 2 hard; 15 of 33 labels negative), IBM Apptio (7 models, 2 hard; 16 of 29 labels negative), IBM Apptio Cloudability (5 models, 1 hard; 8 of 30 labels negative), Flexera One (4 models, 2 hard; 4 of 25 labels negative) - **it-service-management**: ServiceNow ITSM (14 models, 8 hard; 36 of 57 labels negative), BMC Helix ITSM (10 models, 6 hard; 15 of 31 labels negative), Ivanti Neurons for ITSM (9 models, 3 hard; 9 of 21 labels negative), Jira Service Management (5 models; 5 of 64 labels negative) - **llm-gateways-and-observability**: LiteLLM (8 models, 3 hard; 9 of 58 labels negative), OpenRouter (6 models, 2 hard; 7 of 42 labels negative), Portkey (6 models, 1 hard; 6 of 53 labels negative), Helicone (3 models, 2 hard; 4 of 27 labels negative) - **load-balancers**: F5 BIG-IP (10 models, 1 hard; 17 of 31 labels negative), Citrix ADC (7 models, 2 hard; 13 of 27 labels negative), Azure Basic Load Balancer (6 models, 6 hard; 6 of 6 labels negative), Azure Load Balancer (4 models; 4 of 29 labels negative) - **log-management**: Splunk (13 models, 9 hard; 33 of 55 labels negative), Datadog Log Management (10 models, 4 hard; 20 of 64 labels negative), Elastic Stack (7 models, 6 hard; 16 of 54 labels negative), Graylog (4 models, 2 hard; 4 of 41 labels negative) - **managed-detection-and-response**: CrowdStrike Falcon Complete (5 models, 1 hard; 6 of 27 labels negative), CrowdStrike (4 models; 4 of 12 labels negative), Arctic Wolf Managed Detection and Response (3 models; 3 of 40 labels negative), SentinelOne Singularity MDR (2 models, 1 hard; 2 of 22 labels negative) - **managed-dns**: GoDaddy DNS (7 models, 7 hard; 8 of 9 labels negative), Network Solutions (5 models, 4 hard; 5 of 5 labels negative), Amazon Route 53 (5 models; 5 of 56 labels negative), Cloudflare DNS (5 models; 5 of 70 labels negative) - **managed-file-transfer**: Fortra GoAnywhere MFT (9 models, 4 hard; 9 of 19 labels negative), Progress MOVEit Transfer (8 models, 6 hard; 11 of 31 labels negative), GoAnywhere MFT (7 models, 4 hard; 7 of 28 labels negative), CrushFTP (4 models, 1 hard; 4 of 4 labels negative) - **managed-kubernetes-platforms**: Amazon EKS (14 models, 4 hard; 23 of 71 labels negative), DigitalOcean Kubernetes (10 models, 3 hard; 10 of 47 labels negative), Azure Kubernetes Service (10 models, 2 hard; 12 of 71 labels negative), Google Kubernetes Engine (9 models, 3 hard; 11 of 75 labels negative) - **managed-relational-databases**: Amazon RDS (12 models, 1 hard; 16 of 70 labels negative), Azure SQL Database (11 models; 11 of 56 labels negative), Google Cloud SQL (8 models; 8 of 66 labels negative), Amazon Aurora (7 models, 1 hard; 8 of 39 labels negative) - **master-data-management**: Informatica MDM (11 models; 23 of 53 labels negative), SAP Master Data Governance (9 models, 3 hard; 13 of 31 labels negative), IBM InfoSphere (7 models, 1 hard; 13 of 19 labels negative), IBM InfoSphere MDM (6 models, 2 hard; 6 of 13 labels negative) - **microsegmentation**: Illumio Segmentation (8 models; 13 of 55 labels negative), VMware NSX (8 models; 13 of 32 labels negative), Akamai Guardicore Segmentation (7 models, 1 hard; 10 of 51 labels negative), Cisco Secure Workload (5 models, 1 hard; 7 of 28 labels negative) - **microsoft-365-management**: CoreView (5 models; 6 of 41 labels negative), MSOnline PowerShell module (3 models, 3 hard; 3 of 3 labels negative), Microsoft 365 Lighthouse (3 models; 3 of 16 labels negative), Microsoft Entra ID (2 models, 2 hard; 2 of 7 labels negative) - **ml-platforms**: Google Vertex AI (10 models, 2 hard; 11 of 57 labels negative), Amazon SageMaker (9 models, 3 hard; 13 of 51 labels negative), Kubeflow (7 models, 1 hard; 8 of 13 labels negative), Azure Machine Learning (6 models, 1 hard; 7 of 49 labels negative) - **multi-factor-authentication**: Google Authenticator (11 models, 2 hard; 17 of 32 labels negative), Authy (6 models, 1 hard; 6 of 14 labels negative), Okta Verify (6 models; 8 of 57 labels negative), Cisco Duo (4 models; 4 of 63 labels negative) - **network-access-control**: Cisco ISE (8 models, 3 hard; 18 of 35 labels negative), Aruba ClearPass (4 models, 2 hard; 9 of 21 labels negative), Fortinet FortiNAC (4 models, 1 hard; 4 of 27 labels negative), Forescout (3 models, 2 hard; 7 of 23 labels negative) - **network-detection-and-response**: Darktrace (11 models, 2 hard; 15 of 44 labels negative), Corelight Open NDR (8 models, 1 hard; 9 of 40 labels negative), Cisco Secure Network Analytics (6 models, 2 hard; 6 of 27 labels negative), Vectra AI (5 models, 1 hard; 5 of 36 labels negative) - **network-monitoring-and-management**: Nagios (11 models, 1 hard; 14 of 32 labels negative), SolarWinds Orion (7 models, 2 hard; 7 of 8 labels negative), Zabbix (6 models, 1 hard; 6 of 47 labels negative), Datadog Network Monitoring (5 models, 2 hard; 6 of 37 labels negative) - **next-generation-firewalls**: Cisco Secure Firewall (9 models, 2 hard; 10 of 40 labels negative), Fortinet FortiGate (7 models, 2 hard; 7 of 68 labels negative), Palo Alto Networks NGFW (6 models, 1 hard; 9 of 44 labels negative), SonicWall (5 models, 4 hard; 5 of 10 labels negative) - **non-human-identity-management**: HashiCorp Vault (8 models, 2 hard; 12 of 40 labels negative), CyberArk Identity Security Platform (7 models, 4 hard; 13 of 29 labels negative), Okta (4 models; 5 of 11 labels negative), Astrix Security (3 models, 1 hard; 4 of 23 labels negative) - **nosql-databases**: Amazon DynamoDB (10 models, 2 hard; 14 of 67 labels negative), MongoDB (10 models; 11 of 82 labels negative), Apache Cassandra (8 models; 9 of 52 labels negative), Apache HBase (6 models, 1 hard; 6 of 14 labels negative) - **object-storage**: Amazon S3 (11 models, 1 hard; 23 of 67 labels negative), Wasabi Object Storage (10 models, 2 hard; 15 of 54 labels negative), Azure Blob Storage (9 models, 2 hard; 13 of 42 labels negative), Cloudflare R2 (8 models, 3 hard; 8 of 47 labels negative) - **observability-platforms**: Datadog (12 models, 5 hard; 27 of 68 labels negative), New Relic (7 models, 2 hard; 9 of 63 labels negative), Splunk (7 models, 2 hard; 9 of 17 labels negative), Dynatrace (6 models, 2 hard; 11 of 40 labels negative) - **ot-and-iot-security**: Claroty xDome (9 models, 1 hard; 11 of 59 labels negative), Dragos Platform (6 models, 2 hard; 12 of 46 labels negative), Microsoft Defender for IoT (6 models, 1 hard; 9 of 42 labels negative), Nozomi Networks Guardian (5 models, 1 hard; 6 of 46 labels negative) - **patch-management**: Kaseya VSA (6 models, 1 hard; 7 of 13 labels negative), Windows Server Update Services (5 models, 2 hard; 8 of 17 labels negative), ManageEngine Patch Manager Plus (5 models; 5 of 51 labels negative), Ivanti Endpoint Manager (4 models, 3 hard; 4 of 5 labels negative) - **penetration-testing-as-a-service**: Synack (3 models; 3 of 29 labels negative), Mandiant (2 models, 1 hard; 2 of 4 labels negative), Bugcrowd (2 models; 2 of 12 labels negative), HackerOne (2 models; 2 of 14 labels negative) - **privileged-access-management**: CyberArk Privileged Access Manager (11 models, 2 hard; 34 of 57 labels negative), BeyondTrust (10 models, 1 hard; 18 of 52 labels negative), ManageEngine PAM360 (6 models; 6 of 46 labels negative), HashiCorp Vault (4 models, 1 hard; 4 of 22 labels negative) - **process-mining**: Celonis Process Intelligence Platform (13 models, 10 hard; 33 of 64 labels negative), IBM Process Mining (8 models, 3 hard; 10 of 37 labels negative), SAP Signavio Process Intelligence (7 models, 4 hard; 14 of 47 labels negative), ProM (5 models, 2 hard; 5 of 15 labels negative) - **proxy-networks**: Bright Data (8 models, 1 hard; 13 of 52 labels negative), Oxylabs (6 models, 2 hard; 8 of 55 labels negative), IPRoyal (5 models, 2 hard; 5 of 27 labels negative), Proxy-Cheap (3 models, 3 hard; 4 of 7 labels negative) - **remote-monitoring-and-management**: Kaseya VSA (11 models, 7 hard; 17 of 31 labels negative), ConnectWise RMM (10 models, 3 hard; 11 of 26 labels negative), ConnectWise ScreenConnect (10 models, 2 hard; 11 of 13 labels negative), Datto RMM (6 models, 1 hard; 7 of 48 labels negative) - **remote-support-and-remote-access**: TeamViewer (11 models, 7 hard; 18 of 57 labels negative), AnyDesk (9 models, 4 hard; 11 of 51 labels negative), ConnectWise ScreenConnect (9 models, 3 hard; 9 of 36 labels negative), Chrome Remote Desktop (5 models, 5 hard; 7 of 16 labels negative) - **robotic-process-automation**: Blue Prism (10 models, 2 hard; 12 of 24 labels negative), UiPath (10 models; 12 of 70 labels negative), Automation Anywhere (7 models; 7 of 63 labels negative), SS&C Blue Prism (5 models; 5 of 19 labels negative) - **saas-management-platforms**: Zluri (11 models, 6 hard; 12 of 54 labels negative), BetterCloud (8 models, 1 hard; 11 of 42 labels negative), Productiv (6 models, 7 hard; 13 of 20 labels negative), Zylo (4 models, 3 hard; 8 of 51 labels negative) - **saas-security-posture-management**: AppOmni (7 models, 3 hard; 12 of 42 labels negative), Adaptive Shield (6 models, 1 hard; 7 of 20 labels negative), CrowdStrike Falcon Shield (4 models, 1 hard; 5 of 22 labels negative), Zscaler SSPM (4 models, 1 hard; 4 of 10 labels negative) - **sase-platforms**: Zscaler Zero Trust Exchange (11 models, 1 hard; 23 of 53 labels negative), Cloudflare One (7 models, 1 hard; 8 of 62 labels negative), Netskope One (7 models; 8 of 42 labels negative), Cato Networks (6 models; 6 of 40 labels negative) - **sd-wan**: Cisco Catalyst SD-WAN (11 models, 4 hard; 13 of 40 labels negative), VMware VeloCloud SD-WAN (11 models, 4 hard; 17 of 53 labels negative), Cisco Meraki SD-WAN (6 models; 8 of 43 labels negative), Palo Alto Networks Prisma SD-WAN (5 models, 2 hard; 6 of 35 labels negative) - **secrets-management**: HashiCorp Vault (12 models, 1 hard; 26 of 77 labels negative), Kubernetes Secrets (6 models, 4 hard; 6 of 6 labels negative), AWS Secrets Manager (5 models; 6 of 60 labels negative), Azure Key Vault (5 models; 6 of 47 labels negative) - **secure-code-training**: Secure Code Warrior (7 models, 2 hard; 10 of 51 labels negative), SANS (3 models; 3 of 4 labels negative), Veracode Security Labs (2 models; 2 of 19 labels negative), Black Duck (1 model, 1 hard; 1 of 1 labels negative) - **security-awareness-training**: Proofpoint ZenGuide (8 models, 2 hard; 14 of 46 labels negative), KnowBe4 (7 models, 2 hard; 12 of 65 labels negative), Arctic Wolf Managed Security Awareness (4 models; 4 of 22 labels negative), Cofense PhishMe (4 models; 5 of 19 labels negative) - **server-virtualization-platforms**: VMware vSphere (12 models, 5 hard; 30 of 58 labels negative), Oracle VM VirtualBox (6 models, 5 hard; 6 of 7 labels negative), Citrix Hypervisor (6 models, 2 hard; 8 of 16 labels negative), Xen (5 models; 6 of 6 labels negative) - **siem-platforms**: Splunk Enterprise Security (13 models, 3 hard; 27 of 55 labels negative), IBM QRadar (12 models, 5 hard; 14 of 31 labels negative), LogRhythm (10 models, 6 hard; 10 of 24 labels negative), Securonix Unified Defense SIEM (7 models, 6 hard; 7 of 15 labels negative) - **soar-platforms**: Cortex XSOAR (14 models, 8 hard; 27 of 61 labels negative), Splunk SOAR (13 models, 5 hard; 27 of 61 labels negative), IBM QRadar SOAR (9 models, 9 hard; 14 of 27 labels negative), Google Security Operations SOAR (7 models, 1 hard; 8 of 19 labels negative) - **software-composition-analysis**: Snyk Open Source (8 models; 9 of 55 labels negative), Black Duck (7 models, 1 hard; 12 of 38 labels negative), Mend.io (6 models, 1 hard; 7 of 37 labels negative), OWASP Dependency-Check (6 models; 8 of 35 labels negative) - **source-control-hosting**: GitHub (13 models, 1 hard; 13 of 83 labels negative), Bitbucket (12 models, 3 hard; 20 of 76 labels negative), SourceForge (9 models, 7 hard; 9 of 10 labels negative), GitLab (9 models, 1 hard; 11 of 81 labels negative) - **static-application-security-testing**: Checkmarx One (10 models, 1 hard; 20 of 44 labels negative), SonarQube (9 models, 1 hard; 11 of 62 labels negative), Veracode Static Analysis (6 models, 1 hard; 11 of 39 labels negative), OpenText Fortify (6 models; 9 of 25 labels negative) - **streaming-platforms**: Apache Kafka (11 models; 18 of 53 labels negative), Amazon Kinesis Data Streams (10 models, 2 hard; 13 of 38 labels negative), Confluent Cloud (8 models; 11 of 61 labels negative), Azure Event Hubs (7 models, 2 hard; 8 of 33 labels negative) - **telemetry-pipelines**: Datadog (8 models, 1 hard; 15 of 28 labels negative), Splunk Observability Cloud (7 models, 1 hard; 8 of 13 labels negative), Logstash (5 models; 8 of 9 labels negative), Dynatrace (4 models, 1 hard; 5 of 7 labels negative) - **third-party-risk-management**: OneTrust Third-Party Risk Management (11 models, 2 hard; 17 of 36 labels negative), Bitsight (9 models, 2 hard; 13 of 31 labels negative), SecurityScorecard (8 models, 1 hard; 9 of 34 labels negative), Archer (7 models, 3 hard; 13 of 17 labels negative) - **threat-intelligence-platforms**: Recorded Future Intelligence Cloud (10 models, 5 hard; 24 of 54 labels negative), Anomali ThreatStream (8 models, 3 hard; 12 of 40 labels negative), MISP (7 models, 1 hard; 7 of 36 labels negative), OpenCTI (7 models; 9 of 28 labels negative) - **time-series-databases**: InfluxDB (10 models, 3 hard; 13 of 70 labels negative), OpenTSDB (8 models, 5 hard; 8 of 9 labels negative), Prometheus (8 models; 8 of 43 labels negative), MySQL (6 models, 1 hard; 6 of 6 labels negative) - **unified-endpoint-management**: Omnissa Workspace ONE (10 models, 1 hard; 15 of 42 labels negative), Ivanti Neurons for UEM (8 models, 4 hard; 8 of 32 labels negative), ManageEngine Endpoint Central (7 models, 1 hard; 7 of 61 labels negative), Microsoft Intune (6 models; 6 of 67 labels negative) - **vector-databases**: Pinecone (13 models, 4 hard; 18 of 70 labels negative), Chroma (8 models, 3 hard; 11 of 36 labels negative), Milvus (7 models, 1 hard; 8 of 41 labels negative), Weaviate (7 models; 7 of 67 labels negative) - **video-conferencing**: Zoom Workplace (13 models, 1 hard; 18 of 77 labels negative), Microsoft (10 models, 1 hard; 10 of 68 labels negative), Cisco Webex (9 models, 1 hard; 9 of 37 labels negative), Google Meet (9 models, 1 hard; 11 of 68 labels negative) - **virtual-desktops**: Citrix DaaS (11 models, 6 hard; 19 of 66 labels negative), Amazon WorkSpaces (7 models, 2 hard; 9 of 61 labels negative), VMware Horizon (6 models, 3 hard; 7 of 27 labels negative), Azure Virtual Desktop (6 models, 2 hard; 6 of 41 labels negative) - **vulnerability-management-platforms**: Tenable Vulnerability Management (11 models, 1 hard; 18 of 61 labels negative), Qualys VMDR (10 models, 1 hard; 17 of 65 labels negative), Rapid7 InsightVM (10 models, 1 hard; 12 of 63 labels negative), Tenable Nessus (6 models, 2 hard; 7 of 23 labels negative) - **web-application-firewalls**: ModSecurity (9 models, 2 hard; 14 of 26 labels negative), AWS WAF (8 models; 11 of 54 labels negative), Akamai App & API Protector (5 models; 7 of 30 labels negative), Azure WAF (5 models; 5 of 16 labels negative) - **website-and-synthetic-monitoring**: UptimeRobot (10 models, 3 hard; 14 of 53 labels negative), Datadog Synthetic Monitoring (9 models, 1 hard; 15 of 44 labels negative), Dynatrace (6 models, 2 hard; 9 of 19 labels negative), Pingdom (5 models, 1 hard; 5 of 39 labels negative) - **workflow-orchestration**: Apache Airflow (12 models, 3 hard; 20 of 65 labels negative), Zapier (9 models, 2 hard; 16 of 32 labels negative), Make (5 models, 2 hard; 7 of 27 labels negative), Workato (5 models; 6 of 18 labels negative) - **workforce-identity-and-sso**: Okta Workforce Identity (13 models, 1 hard; 23 of 72 labels negative), Microsoft Entra ID (6 models; 6 of 67 labels negative), Ping Identity (6 models; 8 of 35 labels negative), OneLogin (5 models, 3 hard; 5 of 41 labels negative) - **zero-trust-network-access**: Zscaler Private Access (9 models, 6 hard; 23 of 51 labels negative), Check Point Harmony SASE (8 models, 3 hard; 10 of 30 labels negative), Netskope Private Access (7 models, 3 hard; 9 of 25 labels negative), Palo Alto Networks Prisma Access (6 models, 2 hard; 11 of 26 labels negative) ## Leadership and criticism First-choice share and negative label rate are independent, so every product with at least 10 labels in a category is placed on both axes. Cutoffs: leader at 30% or more of first choices, criticized at 25% or more negative labels. An endorsed leader is recommended and not criticized; a criticized default is recommended while the models list its problems; a criticized challenger is named mostly to be warned against. | Category | Product | First-choice share | Negative rate | Labels | Quadrant | |---|---|---|---|---|---| | ai-coding-assistants | GitHub Copilot | 75% | 11% | 73 | endorsed leader | | ai-coding-assistants | Windsurf | 14% | 9% | 34 | accepted challenger | | ai-coding-assistants | Amazon Q Developer | 4% | 16% | 38 | accepted challenger | | ai-coding-assistants | Cursor | 4% | 19% | 57 | accepted challenger | | ai-coding-assistants | Tabnine | 2% | 0% | 33 | accepted challenger | | ai-coding-assistants | Sourcegraph Cody | 0% | 0% | 10 | accepted challenger | | ai-coding-assistants | Devin | 0% | 10% | 10 | accepted challenger | | ai-coding-assistants | Continue | 0% | 10% | 10 | accepted challenger | | ai-coding-assistants | Claude Code | 0% | 14% | 28 | accepted challenger | | ai-governance-platforms | Credo AI | 18% | 22% | 49 | accepted challenger | | ai-governance-platforms | ModelOp Center | 4% | 7% | 15 | accepted challenger | | ai-governance-platforms | OneTrust AI Governance | 4% | 33% | 39 | criticized challenger | | ai-governance-platforms | Holistic AI | 2% | 23% | 22 | accepted challenger | | ai-governance-platforms | IBM watsonx.governance | 2% | 35% | 34 | criticized challenger | | ai-governance-platforms | Fiddler AI | 0% | 4% | 26 | accepted challenger | | ai-governance-platforms | Microsoft Purview | 0% | 15% | 13 | accepted challenger | | ai-it-support-agents | Freshservice | 9% | 0% | 17 | accepted challenger | | ai-it-support-agents | Zoho Desk | 6% | 0% | 10 | accepted challenger | | ai-it-support-agents | Freshdesk | 6% | 0% | 11 | accepted challenger | | ai-it-support-agents | Intercom Fin | 6% | 14% | 21 | accepted challenger | | ai-it-support-agents | Zendesk AI Agents | 6% | 14% | 35 | accepted challenger | | ai-it-support-agents | Moveworks | 0% | 19% | 21 | accepted challenger | | ai-it-support-agents | Aisera | 0% | 20% | 15 | accepted challenger | | ai-it-support-agents | ServiceNow Now Assist | 0% | 39% | 33 | criticized challenger | | ai-security-platforms | SentinelOne Singularity | 11% | 8% | 25 | accepted challenger | | ai-security-platforms | Wiz | 2% | 0% | 14 | accepted challenger | | ai-security-platforms | CrowdStrike | 2% | 6% | 16 | accepted challenger | | ai-security-platforms | Palo Alto Networks | 0% | 0% | 11 | accepted challenger | | ai-security-platforms | Lakera Guard | 0% | 6% | 16 | accepted challenger | | ai-security-platforms | Darktrace | 0% | 23% | 13 | accepted challenger | | ai-soc-agents | Dropzone AI | 24% | 2% | 40 | accepted challenger | | ai-soc-agents | Radiant Security | 24% | 3% | 29 | accepted challenger | | ai-soc-agents | SentinelOne Purple AI | 4% | 7% | 14 | accepted challenger | | ai-soc-agents | Prophet Security | 2% | 0% | 24 | accepted challenger | | ai-soc-agents | Intezer AI SOC | 2% | 0% | 16 | accepted challenger | | ai-soc-agents | Torq | 2% | 5% | 20 | accepted challenger | | ai-soc-agents | Microsoft Security Copilot | 2% | 7% | 14 | accepted challenger | | ai-soc-agents | CrowdStrike Charlotte AI | 0% | 0% | 14 | accepted challenger | | aiops-platforms | New Relic | 17% | 3% | 36 | accepted challenger | | aiops-platforms | Datadog | 15% | 15% | 40 | accepted challenger | | aiops-platforms | Dynatrace | 13% | 27% | 49 | criticized challenger | | aiops-platforms | BigPanda | 11% | 15% | 47 | accepted challenger | | aiops-platforms | PagerDuty AIOps | 6% | 30% | 10 | criticized challenger | | aiops-platforms | LogicMonitor | 4% | 0% | 11 | accepted challenger | | aiops-platforms | PagerDuty | 2% | 7% | 14 | accepted challenger | | aiops-platforms | Splunk | 0% | 20% | 15 | accepted challenger | | aiops-platforms | Moogsoft | 0% | 22% | 18 | accepted challenger | | aiops-platforms | ServiceNow ITOM | 0% | 36% | 11 | criticized challenger | | api-gateways | Kong Gateway | 53% | 14% | 70 | endorsed leader | | api-gateways | Apache APISIX | 11% | 8% | 26 | accepted challenger | | api-gateways | Amazon API Gateway | 9% | 21% | 61 | accepted challenger | | api-gateways | Zuplo | 8% | 0% | 24 | accepted challenger | | api-gateways | Tyk | 8% | 11% | 47 | accepted challenger | | api-gateways | Traefik Hub | 2% | 0% | 21 | accepted challenger | | api-gateways | Azure API Management | 2% | 3% | 36 | accepted challenger | | api-gateways | Apigee | 2% | 28% | 43 | criticized challenger | | api-gateways | Gravitee | 0% | 0% | 13 | accepted challenger | | api-gateways | NGINX | 0% | 7% | 14 | accepted challenger | | api-gateways | MuleSoft Anypoint Platform | 0% | 57% | 14 | criticized challenger | | api-management | Kong Gateway | 37% | 12% | 67 | endorsed leader | | api-management | Tyk | 11% | 5% | 38 | accepted challenger | | api-management | Azure API Management | 11% | 17% | 52 | accepted challenger | | api-management | Zuplo | 10% | 0% | 14 | accepted challenger | | api-management | Gravitee | 5% | 5% | 22 | accepted challenger | | api-management | Postman | 5% | 6% | 16 | accepted challenger | | api-management | Apigee | 5% | 42% | 52 | criticized challenger | | api-management | Amazon API Gateway | 3% | 23% | 52 | accepted challenger | | api-management | Boomi | 2% | 20% | 10 | accepted challenger | | api-management | WSO2 API Manager | 2% | 25% | 20 | criticized challenger | | api-management | IBM API Connect | 0% | 41% | 27 | criticized challenger | | api-management | MuleSoft Anypoint Platform | 0% | 42% | 45 | criticized challenger | | api-security-platforms | Wallarm API Security | 10% | 0% | 29 | accepted challenger | | api-security-platforms | OWASP ZAP | 10% | 17% | 12 | accepted challenger | | api-security-platforms | 42Crunch | 8% | 3% | 31 | accepted challenger | | api-security-platforms | Salt Security | 8% | 33% | 43 | criticized challenger | | api-security-platforms | Traceable AI | 6% | 12% | 17 | accepted challenger | | api-security-platforms | Akamai API Security | 6% | 21% | 39 | accepted challenger | | api-security-platforms | Noname Security | 6% | 43% | 14 | criticized challenger | | api-security-platforms | StackHawk | 4% | 5% | 19 | accepted challenger | | api-security-platforms | Postman | 2% | 18% | 11 | accepted challenger | | api-security-platforms | Cloudflare API Shield | 2% | 20% | 20 | accepted challenger | | api-security-platforms | Imperva API Security | 2% | 24% | 25 | accepted challenger | | api-security-platforms | Cequence Unified API Protection | 0% | 6% | 17 | accepted challenger | | api-security-platforms | Traceable | 0% | 31% | 13 | criticized challenger | | application-performance-monitoring | New Relic | 46% | 12% | 65 | endorsed leader | | application-performance-monitoring | Datadog APM | 20% | 29% | 68 | criticized challenger | | application-performance-monitoring | SigNoz | 9% | 0% | 23 | accepted challenger | | application-performance-monitoring | Site24x7 | 6% | 0% | 16 | accepted challenger | | application-performance-monitoring | Elastic APM | 4% | 11% | 28 | accepted challenger | | application-performance-monitoring | IBM Instana | 4% | 17% | 18 | accepted challenger | | application-performance-monitoring | Grafana Cloud | 2% | 0% | 26 | accepted challenger | | application-performance-monitoring | Honeycomb | 2% | 0% | 10 | accepted challenger | | application-performance-monitoring | Dynatrace | 2% | 48% | 50 | criticized challenger | | application-performance-monitoring | Sentry | 0% | 0% | 13 | accepted challenger | | application-performance-monitoring | Jaeger | 0% | 18% | 11 | accepted challenger | | application-performance-monitoring | AppDynamics | 0% | 27% | 37 | criticized challenger | | application-security-posture-management | Aikido Security | 37% | 9% | 35 | endorsed leader | | application-security-posture-management | Snyk | 14% | 6% | 34 | accepted challenger | | application-security-posture-management | DefectDojo | 10% | 11% | 18 | accepted challenger | | application-security-posture-management | Cycode ASPM | 8% | 17% | 36 | accepted challenger | | application-security-posture-management | Jit | 6% | 6% | 18 | accepted challenger | | application-security-posture-management | ArmorCode | 4% | 24% | 33 | accepted challenger | | application-security-posture-management | Wiz | 2% | 11% | 18 | accepted challenger | | application-security-posture-management | Legit Security | 0% | 0% | 12 | accepted challenger | | application-security-posture-management | Snyk AppRisk | 0% | 13% | 15 | accepted challenger | | application-security-posture-management | Checkmarx One | 0% | 17% | 18 | accepted challenger | | application-security-posture-management | OX Security | 0% | 21% | 19 | accepted challenger | | application-security-posture-management | Apiiro | 0% | 32% | 25 | criticized challenger | | application-shielding | Appdome | 33% | 8% | 48 | endorsed leader | | application-shielding | LIAPP | 6% | 0% | 10 | accepted challenger | | application-shielding | Guardsquare DexGuard / iXGuard | 6% | 14% | 36 | accepted challenger | | application-shielding | AppSealing | 4% | 10% | 10 | accepted challenger | | application-shielding | DoveRunner AppSealing | 4% | 10% | 10 | accepted challenger | | application-shielding | Promon SHIELD | 2% | 13% | 31 | accepted challenger | | application-shielding | Verimatrix Application Shielding | 0% | 25% | 12 | criticized challenger | | artifact-and-container-registries | JFrog Artifactory | 14% | 23% | 48 | accepted challenger | | artifact-and-container-registries | Sonatype Nexus Repository | 11% | 5% | 20 | accepted challenger | | artifact-and-container-registries | Amazon Elastic Container Registry | 10% | 0% | 15 | accepted challenger | | artifact-and-container-registries | Amazon ECR | 8% | 0% | 12 | accepted challenger | | artifact-and-container-registries | Cloudsmith | 8% | 10% | 21 | accepted challenger | | artifact-and-container-registries | Azure Container Registry | 5% | 3% | 33 | accepted challenger | | artifact-and-container-registries | Sonatype Lifecycle | 5% | 8% | 13 | accepted challenger | | artifact-and-container-registries | GitHub Packages | 5% | 24% | 42 | accepted challenger | | artifact-and-container-registries | Google Artifact Registry | 3% | 3% | 37 | accepted challenger | | artifact-and-container-registries | Harbor | 3% | 5% | 41 | accepted challenger | | artifact-and-container-registries | GitLab Package Registry | 3% | 10% | 10 | accepted challenger | | artifact-and-container-registries | AWS ECR | 2% | 0% | 12 | accepted challenger | | artifact-and-container-registries | AWS CodeArtifact | 0% | 0% | 17 | accepted challenger | | artifact-and-container-registries | Azure Artifacts | 0% | 0% | 17 | accepted challenger | | artifact-and-container-registries | Quay.io | 0% | 50% | 12 | criticized challenger | | artifact-and-container-registries | Docker Hub | 0% | 57% | 30 | criticized challenger | | attack-surface-management | Intruder | 49% | 3% | 34 | endorsed leader | | attack-surface-management | Attaxion | 14% | 6% | 16 | accepted challenger | | attack-surface-management | Microsoft Defender External Attack Surface Management | 10% | 18% | 39 | accepted challenger | | attack-surface-management | UpGuard BreachSight | 6% | 18% | 17 | accepted challenger | | attack-surface-management | CyCognito | 6% | 26% | 39 | criticized challenger | | attack-surface-management | Detectify | 4% | 5% | 20 | accepted challenger | | attack-surface-management | CrowdStrike Falcon Surface | 2% | 14% | 14 | accepted challenger | | attack-surface-management | Tenable Attack Surface Management | 2% | 17% | 18 | accepted challenger | | attack-surface-management | Wiz | 0% | 27% | 15 | criticized challenger | | attack-surface-management | Bitsight | 0% | 41% | 22 | criticized challenger | | attack-surface-management | Cortex Xpanse | 0% | 42% | 36 | criticized challenger | | attack-surface-management | Censys ASM | 0% | 42% | 31 | criticized challenger | | backup-and-disaster-recovery | Veeam Data Platform | 38% | 2% | 48 | endorsed leader | | backup-and-disaster-recovery | Druva Data Security Cloud | 11% | 0% | 27 | accepted challenger | | backup-and-disaster-recovery | Acronis Cyber Protect | 5% | 9% | 32 | accepted challenger | | backup-and-disaster-recovery | Rubrik Security Cloud | 2% | 6% | 33 | accepted challenger | | backup-and-disaster-recovery | Zerto | 0% | 0% | 13 | accepted challenger | | backup-and-disaster-recovery | Commvault | 0% | 7% | 28 | accepted challenger | | backup-and-disaster-recovery | AWS Backup | 0% | 10% | 10 | accepted challenger | | backup-and-disaster-recovery | Arcserve UDP | 0% | 10% | 10 | accepted challenger | | backup-and-disaster-recovery | Azure Site Recovery | 0% | 10% | 10 | accepted challenger | | backup-and-disaster-recovery | Cohesity DataProtect | 0% | 12% | 25 | accepted challenger | | backup-and-disaster-recovery | Datto SIRIS | 0% | 12% | 24 | accepted challenger | | bot-management | Cloudflare Bot Management | 56% | 7% | 59 | endorsed leader | | bot-management | DataDome | 22% | 12% | 49 | accepted challenger | | bot-management | Fastly Bot Management | 4% | 0% | 12 | accepted challenger | | bot-management | Indusface AppTrana | 2% | 0% | 13 | accepted challenger | | bot-management | HUMAN Security | 2% | 11% | 18 | accepted challenger | | bot-management | Akamai Bot Manager | 2% | 27% | 37 | criticized challenger | | bot-management | Imperva Advanced Bot Protection | 0% | 17% | 35 | accepted challenger | | bot-management | Radware Bot Manager | 0% | 36% | 11 | criticized challenger | | bot-management | F5 Distributed Cloud Bot Defense | 0% | 40% | 10 | criticized challenger | | breach-and-attack-simulation | Cymulate | 24% | 21% | 53 | accepted challenger | | breach-and-attack-simulation | Picus Security Validation Platform | 17% | 6% | 49 | accepted challenger | | breach-and-attack-simulation | NodeZero | 12% | 0% | 14 | accepted challenger | | breach-and-attack-simulation | AttackIQ Flex | 7% | 20% | 10 | accepted challenger | | breach-and-attack-simulation | Pentera | 7% | 28% | 32 | criticized challenger | | breach-and-attack-simulation | Horizon3.ai NodeZero | 2% | 8% | 12 | accepted challenger | | breach-and-attack-simulation | AttackIQ | 2% | 24% | 38 | accepted challenger | | breach-and-attack-simulation | XM Cyber | 0% | 7% | 15 | accepted challenger | | breach-and-attack-simulation | SafeBreach | 0% | 33% | 46 | criticized challenger | | business-continuity-management | LogicManager | 24% | 0% | 22 | accepted challenger | | business-continuity-management | SafetyCulture | 15% | 0% | 20 | accepted challenger | | business-continuity-management | ParaSolution | 9% | 10% | 20 | accepted challenger | | business-continuity-management | Quantivate | 7% | 4% | 23 | accepted challenger | | business-continuity-management | Preparis | 6% | 0% | 12 | accepted challenger | | business-continuity-management | Riskonnect Business Continuity & Resilience | 4% | 25% | 28 | criticized challenger | | business-continuity-management | Continuity2 | 2% | 11% | 19 | accepted challenger | | business-continuity-management | BC in the Cloud | 0% | 12% | 17 | accepted challenger | | business-continuity-management | Noggin | 0% | 22% | 18 | accepted challenger | | business-continuity-management | Everbridge 360 | 0% | 41% | 17 | criticized challenger | | business-continuity-management | ServiceNow BCM | 0% | 42% | 12 | criticized challenger | | business-continuity-management | Fusion Risk Management | 0% | 50% | 16 | criticized challenger | | business-continuity-management | MetricStream Business Continuity Management | 0% | 50% | 10 | criticized challenger | | business-continuity-management | Archer | 0% | 64% | 14 | criticized challenger | | business-password-managers | 1Password | 47% | 13% | 69 | endorsed leader | | business-password-managers | Bitwarden | 43% | 4% | 72 | endorsed leader | | business-password-managers | RoboForm | 4% | 12% | 17 | accepted challenger | | business-password-managers | NordPass | 2% | 7% | 29 | accepted challenger | | business-password-managers | Keeper Security | 0% | 4% | 55 | accepted challenger | | business-password-managers | Dashlane | 0% | 18% | 50 | accepted challenger | | business-password-managers | LastPass | 0% | 68% | 37 | criticized challenger | | business-phone-systems | RingCentral | 29% | 16% | 49 | accepted challenger | | business-phone-systems | Google Voice | 15% | 12% | 17 | accepted challenger | | business-phone-systems | Nextiva | 14% | 6% | 49 | accepted challenger | | business-phone-systems | RingCentral RingEX | 12% | 0% | 10 | accepted challenger | | business-phone-systems | Zoom Phone | 8% | 0% | 42 | accepted challenger | | business-phone-systems | 8x8 | 3% | 8% | 37 | accepted challenger | | business-phone-systems | Microsoft Teams Phone | 3% | 10% | 21 | accepted challenger | | business-phone-systems | GoTo Connect | 2% | 0% | 11 | accepted challenger | | business-phone-systems | Dialpad | 2% | 3% | 31 | accepted challenger | | business-phone-systems | Grasshopper | 2% | 9% | 11 | accepted challenger | | business-phone-systems | Ooma Office | 2% | 13% | 15 | accepted challenger | | business-phone-systems | Vonage | 0% | 27% | 15 | criticized challenger | | certificate-lifecycle-management | Sectigo Certificate Manager | 27% | 8% | 48 | accepted challenger | | certificate-lifecycle-management | Keyfactor Command | 13% | 19% | 37 | accepted challenger | | certificate-lifecycle-management | AWS Certificate Manager | 6% | 0% | 18 | accepted challenger | | certificate-lifecycle-management | AppViewX CERT+ | 6% | 15% | 34 | accepted challenger | | certificate-lifecycle-management | DigiCert CertCentral | 6% | 23% | 13 | accepted challenger | | certificate-lifecycle-management | DigiCert Trust Lifecycle Manager | 4% | 25% | 20 | criticized challenger | | certificate-lifecycle-management | cert-manager | 4% | 25% | 12 | criticized challenger | | certificate-lifecycle-management | Keyfactor | 2% | 19% | 16 | accepted challenger | | certificate-lifecycle-management | Venafi | 2% | 58% | 36 | criticized challenger | | certificate-lifecycle-management | DigiCert | 0% | 20% | 10 | accepted challenger | | certificate-lifecycle-management | ZeroSSL | 0% | 25% | 12 | criticized challenger | | ci-cd-platforms | GitHub Actions | 68% | 7% | 68 | endorsed leader | | ci-cd-platforms | GitLab CI/CD | 23% | 7% | 73 | accepted challenger | | ci-cd-platforms | CircleCI | 4% | 19% | 64 | accepted challenger | | ci-cd-platforms | Buildkite | 2% | 21% | 19 | accepted challenger | | ci-cd-platforms | Argo CD | 0% | 0% | 12 | accepted challenger | | ci-cd-platforms | Azure DevOps | 0% | 5% | 22 | accepted challenger | | ci-cd-platforms | Azure Pipelines | 0% | 11% | 19 | accepted challenger | | ci-cd-platforms | Harness | 0% | 17% | 12 | accepted challenger | | ci-cd-platforms | JetBrains TeamCity | 0% | 21% | 24 | accepted challenger | | ci-cd-platforms | Jenkins | 0% | 52% | 65 | criticized challenger | | client-side-protection | cside | 13% | 0% | 26 | accepted challenger | | client-side-protection | Reflectiz | 11% | 19% | 32 | accepted challenger | | client-side-protection | Jscrambler Webpage Integrity | 7% | 37% | 30 | criticized challenger | | client-side-protection | Feroot PaymentGuard | 4% | 20% | 20 | accepted challenger | | client-side-protection | Source Defense | 4% | 27% | 26 | criticized challenger | | client-side-protection | Imperva Client-Side Protection | 2% | 10% | 20 | accepted challenger | | client-side-protection | Cloudflare Page Shield | 0% | 17% | 12 | accepted challenger | | client-side-protection | HUMAN Security | 0% | 42% | 12 | criticized challenger | | cloud-cost-management | Vantage | 45% | 4% | 48 | endorsed leader | | cloud-cost-management | CloudZero | 10% | 5% | 41 | accepted challenger | | cloud-cost-management | AWS Cost Explorer | 10% | 29% | 38 | criticized challenger | | cloud-cost-management | Finout | 5% | 4% | 24 | accepted challenger | | cloud-cost-management | Microsoft Cost Management | 5% | 27% | 30 | criticized challenger | | cloud-cost-management | nOps | 3% | 0% | 13 | accepted challenger | | cloud-cost-management | ProsperOps | 2% | 0% | 18 | accepted challenger | | cloud-cost-management | Kubecost | 2% | 3% | 31 | accepted challenger | | cloud-cost-management | Harness Cloud Cost Management | 2% | 8% | 12 | accepted challenger | | cloud-cost-management | Spot by NetApp | 2% | 25% | 12 | criticized challenger | | cloud-cost-management | Flexera One | 2% | 27% | 26 | criticized challenger | | cloud-cost-management | VMware Tanzu CloudHealth | 2% | 43% | 35 | criticized challenger | | cloud-cost-management | OpenCost | 0% | 8% | 12 | accepted challenger | | cloud-cost-management | CAST AI | 0% | 17% | 18 | accepted challenger | | cloud-cost-management | Google Cloud Billing | 0% | 23% | 13 | accepted challenger | | cloud-cost-management | IBM Apptio Cloudability | 0% | 43% | 51 | criticized challenger | | cloud-hosting | Amazon Web Services | 32% | 20% | 59 | endorsed leader | | cloud-hosting | Microsoft Azure | 20% | 8% | 37 | accepted challenger | | cloud-hosting | DigitalOcean Droplets | 12% | 9% | 45 | accepted challenger | | cloud-hosting | Hostinger | 10% | 6% | 16 | accepted challenger | | cloud-hosting | Vultr | 4% | 10% | 29 | accepted challenger | | cloud-hosting | Azure | 4% | 29% | 21 | criticized challenger | | cloud-hosting | Google Cloud | 2% | 23% | 57 | accepted challenger | | cloud-hosting | IBM | 0% | 8% | 12 | accepted challenger | | cloud-hosting | Akamai Connected Cloud | 0% | 12% | 26 | accepted challenger | | cloud-hosting | Oracle Cloud Infrastructure | 0% | 15% | 20 | accepted challenger | | cloud-hosting | Cloudways | 0% | 25% | 12 | criticized challenger | | cloud-hosting | Bluehost | 0% | 70% | 10 | criticized challenger | | cloud-native-application-protection | Wiz | 37% | 19% | 70 | endorsed leader | | cloud-native-application-protection | Microsoft Defender for Cloud | 21% | 4% | 53 | accepted challenger | | cloud-native-application-protection | Orca Security | 19% | 14% | 57 | accepted challenger | | cloud-native-application-protection | Aikido Security | 6% | 0% | 10 | accepted challenger | | cloud-native-application-protection | Aqua Security | 4% | 17% | 12 | accepted challenger | | cloud-native-application-protection | FortiCNAPP | 1% | 30% | 20 | criticized challenger | | cloud-native-application-protection | Sysdig Secure | 0% | 6% | 34 | accepted challenger | | cloud-native-application-protection | SentinelOne Singularity Cloud Security | 0% | 9% | 11 | accepted challenger | | cloud-native-application-protection | CrowdStrike Falcon Cloud Security | 0% | 17% | 24 | accepted challenger | | cloud-native-application-protection | Palo Alto Networks Cortex Cloud | 0% | 37% | 19 | criticized challenger | | cloud-native-application-protection | Prisma Cloud | 0% | 42% | 40 | criticized challenger | | cloud-security-posture-management | Wiz | 37% | 15% | 61 | endorsed leader | | cloud-security-posture-management | Microsoft Defender for Cloud | 19% | 17% | 54 | accepted challenger | | cloud-security-posture-management | Orca Security | 15% | 4% | 50 | accepted challenger | | cloud-security-posture-management | Prowler | 13% | 14% | 14 | accepted challenger | | cloud-security-posture-management | AWS Security Hub | 6% | 17% | 18 | accepted challenger | | cloud-security-posture-management | Tenable Cloud Security | 2% | 8% | 13 | accepted challenger | | cloud-security-posture-management | Prisma Cloud | 2% | 38% | 47 | criticized challenger | | cloud-security-posture-management | Sysdig Secure | 0% | 0% | 11 | accepted challenger | | cloud-security-posture-management | CrowdStrike Falcon Cloud Security | 0% | 17% | 18 | accepted challenger | | cloud-security-posture-management | CrowdStrike | 0% | 20% | 10 | accepted challenger | | cloud-security-posture-management | Lacework FortiCNAPP | 0% | 28% | 18 | criticized challenger | | cloud-security-posture-management | Google Security Command Center | 0% | 36% | 11 | criticized challenger | | colocation-providers | TierPoint | 22% | 6% | 18 | accepted challenger | | colocation-providers | Flexential | 15% | 0% | 14 | accepted challenger | | colocation-providers | DataBank | 10% | 0% | 15 | accepted challenger | | colocation-providers | Equinix | 10% | 25% | 44 | criticized challenger | | colocation-providers | CoreSite | 5% | 0% | 33 | accepted challenger | | colocation-providers | Digital Realty | 2% | 12% | 32 | accepted challenger | | colocation-providers | NTT Global Data Centers | 0% | 0% | 18 | accepted challenger | | colocation-providers | Iron Mountain Data Centers | 0% | 0% | 13 | accepted challenger | | colocation-providers | CyrusOne | 0% | 4% | 23 | accepted challenger | | communications-apis | Twilio | 43% | 30% | 71 | criticized default | | communications-apis | Telnyx | 24% | 2% | 42 | accepted challenger | | communications-apis | Plivo | 15% | 5% | 43 | accepted challenger | | communications-apis | Vonage Communications APIs | 4% | 11% | 55 | accepted challenger | | communications-apis | Bandwidth | 2% | 0% | 25 | accepted challenger | | communications-apis | Infobip | 2% | 4% | 26 | accepted challenger | | communications-apis | Sinch | 2% | 18% | 38 | accepted challenger | | communications-apis | MessageBird | 0% | 12% | 25 | accepted challenger | | communications-archiving-and-compliance | Smarsh Enterprise Archive | 20% | 21% | 53 | accepted challenger | | communications-archiving-and-compliance | Mimecast Cloud Archive | 17% | 11% | 36 | accepted challenger | | communications-archiving-and-compliance | Microsoft Purview | 8% | 16% | 25 | accepted challenger | | communications-archiving-and-compliance | Google Vault | 8% | 18% | 17 | accepted challenger | | communications-archiving-and-compliance | MailStore Server | 7% | 0% | 13 | accepted challenger | | communications-archiving-and-compliance | Jatheon | 7% | 0% | 20 | accepted challenger | | communications-archiving-and-compliance | Barracuda Cloud Archiving Service | 7% | 6% | 17 | accepted challenger | | communications-archiving-and-compliance | Proofpoint Enterprise Archive | 5% | 5% | 39 | accepted challenger | | communications-archiving-and-compliance | Global Relay | 3% | 12% | 32 | accepted challenger | | communications-archiving-and-compliance | Intradyn | 2% | 0% | 10 | accepted challenger | | communications-archiving-and-compliance | Theta Lake | 0% | 0% | 10 | accepted challenger | | communications-archiving-and-compliance | Veritas Enterprise Vault | 0% | 38% | 13 | criticized challenger | | compliance-automation | Drata | 34% | 16% | 63 | endorsed leader | | compliance-automation | Vanta | 29% | 22% | 67 | accepted challenger | | compliance-automation | Sprinto | 15% | 7% | 44 | accepted challenger | | compliance-automation | Secureframe | 7% | 8% | 53 | accepted challenger | | compliance-automation | Scrut Automation | 2% | 9% | 11 | accepted challenger | | compliance-automation | Scytale | 2% | 18% | 11 | accepted challenger | | compliance-automation | Thoropass | 0% | 9% | 11 | accepted challenger | | compliance-automation | Hyperproof | 0% | 11% | 28 | accepted challenger | | compliance-automation | OneTrust Tech Risk & Compliance | 0% | 40% | 15 | criticized challenger | | container-and-kubernetes-security | Trivy | 22% | 11% | 44 | accepted challenger | | container-and-kubernetes-security | Sysdig Secure | 20% | 10% | 60 | accepted challenger | | container-and-kubernetes-security | Kubescape | 15% | 0% | 27 | accepted challenger | | container-and-kubernetes-security | Falco | 15% | 5% | 39 | accepted challenger | | container-and-kubernetes-security | Wiz | 8% | 14% | 35 | accepted challenger | | container-and-kubernetes-security | Aqua Security | 8% | 20% | 59 | accepted challenger | | container-and-kubernetes-security | Snyk Container | 5% | 9% | 44 | accepted challenger | | container-and-kubernetes-security | Orca Security | 3% | 6% | 18 | accepted challenger | | container-and-kubernetes-security | SUSE NeuVector | 2% | 0% | 13 | accepted challenger | | container-and-kubernetes-security | Red Hat Advanced Cluster Security for Kubernetes | 0% | 0% | 15 | accepted challenger | | container-and-kubernetes-security | Prisma Cloud | 0% | 29% | 49 | criticized challenger | | content-delivery-networks | Cloudflare | 68% | 8% | 72 | endorsed leader | | content-delivery-networks | Bunny.net | 12% | 7% | 45 | accepted challenger | | content-delivery-networks | KeyCDN | 7% | 12% | 25 | accepted challenger | | content-delivery-networks | Amazon CloudFront | 5% | 22% | 68 | accepted challenger | | content-delivery-networks | Fastly | 4% | 20% | 61 | accepted challenger | | content-delivery-networks | Akamai | 2% | 38% | 48 | criticized challenger | | content-delivery-networks | Google Cloud CDN | 0% | 14% | 22 | accepted challenger | | content-delivery-networks | Azure CDN | 0% | 25% | 12 | criticized challenger | | customer-identity-and-access-management | Frontegg | 21% | 0% | 30 | accepted challenger | | customer-identity-and-access-management | Clerk | 18% | 3% | 31 | accepted challenger | | customer-identity-and-access-management | Auth0 | 18% | 22% | 60 | accepted challenger | | customer-identity-and-access-management | LoginRadius | 12% | 5% | 22 | accepted challenger | | customer-identity-and-access-management | Descope | 5% | 0% | 20 | accepted challenger | | customer-identity-and-access-management | FusionAuth | 5% | 5% | 22 | accepted challenger | | customer-identity-and-access-management | WorkOS | 4% | 0% | 19 | accepted challenger | | customer-identity-and-access-management | Keycloak | 4% | 18% | 17 | accepted challenger | | customer-identity-and-access-management | Microsoft Entra External ID | 4% | 23% | 39 | accepted challenger | | customer-identity-and-access-management | Firebase Authentication | 2% | 36% | 11 | criticized challenger | | customer-identity-and-access-management | Stytch | 0% | 0% | 13 | accepted challenger | | customer-identity-and-access-management | Ping Identity | 0% | 24% | 29 | accepted challenger | | customer-identity-and-access-management | Amazon Cognito | 0% | 35% | 31 | criticized challenger | | customer-identity-and-access-management | Okta | 0% | 50% | 20 | criticized challenger | | cyber-risk-quantification | CyberSaint CyberStrong | 25% | 0% | 26 | accepted challenger | | cyber-risk-quantification | Kovrr | 12% | 13% | 30 | accepted challenger | | cyber-risk-quantification | SAFE Security | 8% | 32% | 40 | criticized challenger | | cyber-risk-quantification | Axio | 6% | 16% | 32 | accepted challenger | | cyber-risk-quantification | RiskLens | 2% | 37% | 27 | criticized challenger | | cyber-risk-quantification | Balbix | 0% | 24% | 17 | accepted challenger | | data-catalogs-and-governance | Atlan | 44% | 10% | 58 | endorsed leader | | data-catalogs-and-governance | OpenMetadata | 18% | 7% | 27 | accepted challenger | | data-catalogs-and-governance | Secoda | 11% | 0% | 18 | accepted challenger | | data-catalogs-and-governance | OvalEdge | 7% | 4% | 27 | accepted challenger | | data-catalogs-and-governance | DataHub | 7% | 14% | 36 | accepted challenger | | data-catalogs-and-governance | Select Star | 5% | 8% | 12 | accepted challenger | | data-catalogs-and-governance | Amundsen | 4% | 33% | 12 | criticized challenger | | data-catalogs-and-governance | Microsoft Purview | 2% | 14% | 35 | accepted challenger | | data-catalogs-and-governance | Apache Atlas | 2% | 33% | 15 | criticized challenger | | data-catalogs-and-governance | data.world | 0% | 0% | 18 | accepted challenger | | data-catalogs-and-governance | AWS Glue Data Catalog | 0% | 9% | 11 | accepted challenger | | data-catalogs-and-governance | Databricks Unity Catalog | 0% | 27% | 11 | criticized challenger | | data-catalogs-and-governance | Alation | 0% | 28% | 57 | criticized challenger | | data-catalogs-and-governance | Informatica Intelligent Data Management Cloud | 0% | 36% | 25 | criticized challenger | | data-catalogs-and-governance | Collibra | 0% | 49% | 53 | criticized challenger | | data-center-infrastructure-management | Sunbird DCIM | 27% | 3% | 29 | accepted challenger | | data-center-infrastructure-management | NetBox | 17% | 7% | 29 | accepted challenger | | data-center-infrastructure-management | Hyperview | 15% | 0% | 29 | accepted challenger | | data-center-infrastructure-management | Device42 | 10% | 5% | 41 | accepted challenger | | data-center-infrastructure-management | openDCIM | 8% | 22% | 23 | accepted challenger | | data-center-infrastructure-management | Sunbird dcTrack | 4% | 6% | 17 | accepted challenger | | data-center-infrastructure-management | Sunbird | 4% | 18% | 11 | accepted challenger | | data-center-infrastructure-management | Schneider Electric EcoStruxure IT | 0% | 20% | 25 | accepted challenger | | data-center-infrastructure-management | Nlyte DCIM | 0% | 25% | 32 | criticized challenger | | data-center-networking | Arista Networks | 27% | 13% | 45 | accepted challenger | | data-center-networking | Cisco | 5% | 32% | 28 | criticized challenger | | data-center-networking | HPE Aruba | 2% | 8% | 12 | accepted challenger | | data-center-networking | Cisco Nexus | 2% | 19% | 16 | accepted challenger | | data-center-networking | Juniper Networks | 0% | 19% | 26 | accepted challenger | | data-center-networking | VMware NSX | 0% | 44% | 16 | criticized challenger | | data-center-networking | Cisco ACI | 0% | 58% | 12 | criticized challenger | | data-loss-prevention | Microsoft Purview DLP | 46% | 14% | 56 | endorsed leader | | data-loss-prevention | Safetica | 15% | 8% | 26 | accepted challenger | | data-loss-prevention | Forcepoint DLP | 7% | 26% | 43 | criticized challenger | | data-loss-prevention | Netskope DLP | 6% | 0% | 24 | accepted challenger | | data-loss-prevention | Netwrix Endpoint Protector | 2% | 0% | 14 | accepted challenger | | data-loss-prevention | Strac | 2% | 0% | 10 | accepted challenger | | data-loss-prevention | CurrentWare | 2% | 0% | 14 | accepted challenger | | data-loss-prevention | Nightfall AI | 2% | 4% | 24 | accepted challenger | | data-loss-prevention | Proofpoint Enterprise DLP | 2% | 20% | 25 | accepted challenger | | data-loss-prevention | Cyberhaven | 0% | 0% | 12 | accepted challenger | | data-loss-prevention | Zscaler Internet Access | 0% | 21% | 19 | accepted challenger | | data-loss-prevention | Digital Guardian | 0% | 24% | 17 | accepted challenger | | data-loss-prevention | Fortra DLP | 0% | 40% | 10 | criticized challenger | | data-loss-prevention | Trellix DLP | 0% | 47% | 15 | criticized challenger | | data-loss-prevention | Symantec Data Loss Prevention | 0% | 53% | 36 | criticized challenger | | data-masking-and-test-data | DATPROF | 17% | 0% | 20 | accepted challenger | | data-masking-and-test-data | Tonic.ai | 11% | 0% | 20 | accepted challenger | | data-masking-and-test-data | IRI FieldShield | 9% | 0% | 21 | accepted challenger | | data-masking-and-test-data | Oracle Data Masking and Subsetting | 9% | 14% | 22 | accepted challenger | | data-masking-and-test-data | GenRocket | 4% | 0% | 10 | accepted challenger | | data-masking-and-test-data | K2View Test Data Management | 4% | 4% | 23 | accepted challenger | | data-masking-and-test-data | Delphix | 4% | 27% | 37 | criticized challenger | | data-masking-and-test-data | IBM InfoSphere Optim | 0% | 18% | 11 | accepted challenger | | data-masking-and-test-data | Microsoft SQL Server | 0% | 30% | 10 | criticized challenger | | data-masking-and-test-data | Informatica Intelligent Data Management Cloud | 0% | 36% | 14 | criticized challenger | | data-quality-and-observability | Metaplane | 31% | 5% | 39 | endorsed leader | | data-quality-and-observability | Soda | 9% | 7% | 42 | accepted challenger | | data-quality-and-observability | Monte Carlo | 6% | 47% | 53 | criticized challenger | | data-quality-and-observability | Bigeye | 3% | 23% | 35 | accepted challenger | | data-quality-and-observability | Elementary | 2% | 0% | 15 | accepted challenger | | data-quality-and-observability | Great Expectations | 2% | 16% | 37 | accepted challenger | | data-quality-and-observability | Anomalo | 0% | 24% | 25 | accepted challenger | | data-quality-and-observability | Acceldata | 0% | 33% | 12 | criticized challenger | | data-quality-and-observability | Informatica Intelligent Data Management Cloud | 0% | 55% | 11 | criticized challenger | | data-security-posture-management | Microsoft Purview | 18% | 11% | 37 | accepted challenger | | data-security-posture-management | Sentra | 16% | 4% | 26 | accepted challenger | | data-security-posture-management | Wiz | 10% | 17% | 29 | accepted challenger | | data-security-posture-management | Cyera | 8% | 18% | 44 | accepted challenger | | data-security-posture-management | Varonis Data Security Platform | 4% | 28% | 40 | criticized challenger | | data-security-posture-management | IBM Guardium | 4% | 36% | 11 | criticized challenger | | data-security-posture-management | Securiti | 2% | 0% | 16 | accepted challenger | | data-security-posture-management | Orca Security | 2% | 9% | 11 | accepted challenger | | data-security-posture-management | Prisma Cloud | 2% | 18% | 11 | accepted challenger | | data-security-posture-management | BigID | 2% | 24% | 33 | accepted challenger | | data-security-posture-management | Concentric AI | 0% | 10% | 10 | accepted challenger | | data-security-posture-management | Forcepoint | 0% | 20% | 10 | accepted challenger | | data-virtualization | Denodo | 28% | 35% | 66 | criticized challenger | | data-virtualization | Trino | 15% | 17% | 18 | accepted challenger | | data-virtualization | Starburst Galaxy | 13% | 0% | 13 | accepted challenger | | data-virtualization | Starburst | 11% | 6% | 32 | accepted challenger | | data-virtualization | Dremio | 9% | 3% | 35 | accepted challenger | | data-virtualization | CData Virtuality | 4% | 0% | 10 | accepted challenger | | data-virtualization | TIBCO Data Virtualization | 2% | 35% | 34 | criticized challenger | | data-virtualization | Informatica Intelligent Data Management Cloud | 0% | 17% | 12 | accepted challenger | | data-virtualization | IBM Cloud Pak for Data | 0% | 25% | 12 | criticized challenger | | data-virtualization | IBM Data Virtualization | 0% | 36% | 11 | criticized challenger | | data-warehouses | Snowflake | 49% | 22% | 78 | endorsed leader | | data-warehouses | Google BigQuery | 47% | 16% | 80 | endorsed leader | | data-warehouses | ClickHouse Cloud | 2% | 12% | 25 | accepted challenger | | data-warehouses | Amazon Redshift | 2% | 16% | 80 | accepted challenger | | data-warehouses | MotherDuck | 0% | 8% | 13 | accepted challenger | | data-warehouses | Databricks SQL | 0% | 12% | 41 | accepted challenger | | data-warehouses | Microsoft Fabric Data Warehouse | 0% | 13% | 23 | accepted challenger | | data-warehouses | Azure Synapse Analytics | 0% | 22% | 27 | accepted challenger | | ddi-and-ipam | BlueCat Micetro | 15% | 0% | 11 | accepted challenger | | ddi-and-ipam | SolarWinds IP Address Manager | 13% | 18% | 39 | accepted challenger | | ddi-and-ipam | ManageEngine OpUtils | 11% | 0% | 11 | accepted challenger | | ddi-and-ipam | phpIPAM | 9% | 9% | 22 | accepted challenger | | ddi-and-ipam | NetBox | 8% | 15% | 13 | accepted challenger | | ddi-and-ipam | BlueCat Integrity | 6% | 27% | 48 | criticized challenger | | ddi-and-ipam | Micetro | 4% | 0% | 16 | accepted challenger | | ddi-and-ipam | Men&Mice | 4% | 10% | 10 | accepted challenger | | ddi-and-ipam | EfficientIP SOLIDserver | 4% | 16% | 32 | accepted challenger | | ddi-and-ipam | Infoblox Universal DDI | 4% | 20% | 10 | accepted challenger | | ddi-and-ipam | Infoblox | 2% | 48% | 42 | criticized challenger | | ddos-protection | Cloudflare | 82% | 6% | 69 | endorsed leader | | ddos-protection | AWS Shield | 4% | 11% | 62 | accepted challenger | | ddos-protection | Radware Cloud DDoS Protection | 2% | 6% | 33 | accepted challenger | | ddos-protection | Imperva DDoS Protection | 2% | 9% | 43 | accepted challenger | | ddos-protection | Sucuri | 0% | 10% | 10 | accepted challenger | | ddos-protection | Azure DDoS Protection | 0% | 18% | 22 | accepted challenger | | ddos-protection | Google Cloud Armor | 0% | 19% | 16 | accepted challenger | | ddos-protection | Gcore DDoS Protection | 0% | 20% | 10 | accepted challenger | | ddos-protection | Akamai Prolexic | 0% | 30% | 44 | criticized challenger | | deception-technology | Thinkst Canary | 37% | 5% | 40 | endorsed leader | | deception-technology | Acalvio ShadowPlex | 9% | 14% | 42 | accepted challenger | | deception-technology | Tracebit | 7% | 17% | 18 | accepted challenger | | deception-technology | OpenCanary | 4% | 0% | 17 | accepted challenger | | deception-technology | Fortinet FortiDeceptor | 2% | 0% | 10 | accepted challenger | | deception-technology | T-Pot | 2% | 9% | 11 | accepted challenger | | deception-technology | Illusive Networks | 2% | 42% | 12 | criticized challenger | | deception-technology | Attivo Networks | 0% | 18% | 11 | accepted challenger | | deception-technology | Fidelis Deception | 0% | 21% | 14 | accepted challenger | | deception-technology | CounterCraft | 0% | 21% | 14 | accepted challenger | | deception-technology | Zscaler Deception | 0% | 33% | 12 | criticized challenger | | digital-employee-experience | ControlUp | 13% | 8% | 13 | accepted challenger | | digital-employee-experience | PancakeSwap | 10% | 3% | 30 | accepted challenger | | digital-employee-experience | Nexthink Infinity | 10% | 31% | 16 | criticized challenger | | digital-employee-experience | 1inch | 4% | 0% | 17 | accepted challenger | | digital-employee-experience | Uniswap | 4% | 11% | 38 | accepted challenger | | digital-employee-experience | Jupiter | 2% | 0% | 15 | accepted challenger | | digital-employee-experience | Curve | 2% | 0% | 15 | accepted challenger | | digital-employee-experience | Raydium | 2% | 29% | 14 | criticized challenger | | digital-employee-experience | dYdX | 0% | 0% | 19 | accepted challenger | | digital-employee-experience | Hyperliquid | 0% | 0% | 12 | accepted challenger | | digital-employee-experience | Curve Finance | 0% | 10% | 10 | accepted challenger | | digital-employee-experience | SushiSwap | 0% | 36% | 14 | criticized challenger | | digital-risk-protection | UpGuard BreachSight | 22% | 5% | 21 | accepted challenger | | digital-risk-protection | ZeroFox | 14% | 23% | 47 | accepted challenger | | digital-risk-protection | SOCRadar Extended Threat Intelligence | 6% | 5% | 19 | accepted challenger | | digital-risk-protection | BrandShield | 4% | 0% | 11 | accepted challenger | | digital-risk-protection | Recorded Future | 4% | 34% | 35 | criticized challenger | | digital-risk-protection | Rapid7 Threat Command | 2% | 0% | 12 | accepted challenger | | digital-risk-protection | Flare | 2% | 0% | 12 | accepted challenger | | digital-risk-protection | Proofpoint Digital Risk Protection | 2% | 25% | 12 | criticized challenger | | digital-risk-protection | CloudSEK XVigil | 0% | 8% | 12 | accepted challenger | | digital-risk-protection | Netcraft | 0% | 12% | 16 | accepted challenger | | digital-risk-protection | Group-IB Digital Risk Protection | 0% | 13% | 15 | accepted challenger | | dns-filtering | DNSFilter | 59% | 2% | 54 | endorsed leader | | dns-filtering | Cloudflare Gateway | 22% | 2% | 48 | accepted challenger | | dns-filtering | Cisco Umbrella | 6% | 25% | 40 | criticized challenger | | dns-filtering | Control D | 2% | 0% | 24 | accepted challenger | | dns-filtering | NextDNS | 2% | 15% | 27 | accepted challenger | | dns-filtering | AdGuard DNS | 0% | 9% | 11 | accepted challenger | | dns-filtering | Quad9 | 0% | 11% | 28 | accepted challenger | | dns-filtering | CleanBrowsing | 0% | 25% | 16 | criticized challenger | | dns-filtering | OpenDNS | 0% | 25% | 16 | criticized challenger | | dynamic-application-security-testing | OWASP ZAP | 29% | 30% | 54 | criticized challenger | | dynamic-application-security-testing | Invicti | 20% | 5% | 43 | accepted challenger | | dynamic-application-security-testing | Acunetix | 12% | 13% | 39 | accepted challenger | | dynamic-application-security-testing | Bright Security | 8% | 0% | 11 | accepted challenger | | dynamic-application-security-testing | StackHawk | 8% | 3% | 30 | accepted challenger | | dynamic-application-security-testing | Intruder | 6% | 0% | 13 | accepted challenger | | dynamic-application-security-testing | Aikido Security | 2% | 0% | 11 | accepted challenger | | dynamic-application-security-testing | Burp Suite | 2% | 18% | 45 | accepted challenger | | dynamic-application-security-testing | Checkmarx DAST | 0% | 0% | 11 | accepted challenger | | dynamic-application-security-testing | Astra Security | 0% | 8% | 12 | accepted challenger | | dynamic-application-security-testing | Rapid7 InsightAppSec | 0% | 16% | 19 | accepted challenger | | edi-platforms | TrueCommerce EDI | 32% | 19% | 62 | endorsed leader | | edi-platforms | Cleo Integration Cloud | 19% | 9% | 56 | accepted challenger | | edi-platforms | SPS Commerce | 15% | 31% | 49 | criticized challenger | | edi-platforms | Orderful | 6% | 0% | 39 | accepted challenger | | edi-platforms | Celigo Integrator.io | 0% | 6% | 31 | accepted challenger | | edi-platforms | Jitterbit EDI | 0% | 8% | 12 | accepted challenger | | edi-platforms | Boomi B2B/EDI Management | 0% | 21% | 14 | accepted challenger | | edi-platforms | OpenText Trading Grid | 0% | 55% | 11 | criticized challenger | | email-security | Microsoft Defender for Office 365 | 32% | 6% | 51 | endorsed leader | | email-security | SpamTitan | 16% | 0% | 19 | accepted challenger | | email-security | Barracuda Email Protection | 10% | 13% | 31 | accepted challenger | | email-security | Mimecast Email Security | 10% | 22% | 50 | accepted challenger | | email-security | Check Point Harmony Email & Collaboration | 8% | 3% | 35 | accepted challenger | | email-security | Proofpoint Email Protection | 8% | 24% | 59 | accepted challenger | | email-security | Abnormal AI | 4% | 2% | 42 | accepted challenger | | email-security | IRONSCALES | 2% | 0% | 26 | accepted challenger | | email-security | Cisco Secure Email | 0% | 21% | 14 | accepted challenger | | embedded-analytics | Metabase | 22% | 12% | 40 | accepted challenger | | embedded-analytics | Sisense | 15% | 28% | 39 | criticized challenger | | embedded-analytics | Luzmo | 13% | 3% | 29 | accepted challenger | | embedded-analytics | Explo | 7% | 5% | 19 | accepted challenger | | embedded-analytics | ThoughtSpot Embedded | 5% | 19% | 36 | accepted challenger | | embedded-analytics | Cube | 2% | 0% | 20 | accepted challenger | | embedded-analytics | Apache Superset | 2% | 20% | 10 | accepted challenger | | embedded-analytics | GoodData | 2% | 27% | 15 | criticized challenger | | embedded-analytics | Sigma | 2% | 31% | 13 | criticized challenger | | embedded-analytics | Power BI Embedded | 2% | 41% | 27 | criticized challenger | | embedded-analytics | Microsoft Power BI Embedded | 2% | 50% | 24 | criticized challenger | | embedded-analytics | Holistics | 0% | 0% | 10 | accepted challenger | | embedded-analytics | Zoho Analytics | 0% | 0% | 11 | accepted challenger | | embedded-analytics | Embeddable | 0% | 0% | 14 | accepted challenger | | embedded-analytics | Qrvey | 0% | 0% | 10 | accepted challenger | | embedded-analytics | Tableau Embedded Analytics | 0% | 41% | 17 | criticized challenger | | embedded-analytics | Domo Everywhere | 0% | 42% | 12 | criticized challenger | | embedded-analytics | Looker | 0% | 43% | 35 | criticized challenger | | embedded-analytics | Tableau | 0% | 64% | 28 | criticized challenger | | endpoint-detection-and-response | Microsoft Defender for Endpoint | 30% | 11% | 57 | accepted challenger | | endpoint-detection-and-response | CrowdStrike Falcon Insight | 22% | 19% | 57 | accepted challenger | | endpoint-detection-and-response | Microsoft Defender for Cloud | 15% | 0% | 10 | accepted challenger | | endpoint-detection-and-response | SentinelOne Singularity | 15% | 9% | 56 | accepted challenger | | endpoint-detection-and-response | Huntress Managed EDR | 6% | 0% | 33 | accepted challenger | | endpoint-detection-and-response | Sophos Intercept X | 6% | 5% | 39 | accepted challenger | | endpoint-detection-and-response | Bitdefender GravityZone EDR | 4% | 4% | 26 | accepted challenger | | endpoint-detection-and-response | Palo Alto Networks Cortex XDR | 0% | 10% | 20 | accepted challenger | | endpoint-detection-and-response | CrowdStrike | 0% | 55% | 11 | criticized challenger | | endpoint-protection | Microsoft Defender for Endpoint | 22% | 5% | 40 | accepted challenger | | endpoint-protection | Bitdefender GravityZone | 17% | 3% | 34 | accepted challenger | | endpoint-protection | Microsoft Defender for Cloud | 17% | 8% | 12 | accepted challenger | | endpoint-protection | CrowdStrike Falcon | 12% | 22% | 41 | accepted challenger | | endpoint-protection | SentinelOne Singularity | 5% | 0% | 25 | accepted challenger | | endpoint-protection | Sophos Intercept X | 5% | 12% | 42 | accepted challenger | | endpoint-protection | SentinelOne Singularity Endpoint | 3% | 9% | 22 | accepted challenger | | endpoint-protection | ESET PROTECT | 2% | 6% | 16 | accepted challenger | | endpoint-protection | Palo Alto Networks Cortex XDR | 0% | 0% | 20 | accepted challenger | | endpoint-protection | Huntress Managed EDR | 0% | 0% | 13 | accepted challenger | | endpoint-protection | Trend Micro Apex One | 0% | 38% | 13 | criticized challenger | | enterprise-ai-assistants | Microsoft 365 Copilot | 25% | 20% | 40 | accepted challenger | | enterprise-ai-assistants | ChatGPT | 25% | 21% | 47 | accepted challenger | | enterprise-ai-assistants | Amazon Q | 10% | 19% | 16 | accepted challenger | | enterprise-ai-assistants | Microsoft Copilot | 6% | 6% | 16 | accepted challenger | | enterprise-ai-assistants | Glean | 6% | 6% | 16 | accepted challenger | | enterprise-ai-assistants | Google Gemini | 0% | 21% | 24 | accepted challenger | | enterprise-ai-assistants | Claude | 0% | 22% | 23 | accepted challenger | | enterprise-architecture-tools | SAP LeanIX | 25% | 15% | 33 | accepted challenger | | enterprise-architecture-tools | Ardoq | 18% | 15% | 47 | accepted challenger | | enterprise-architecture-tools | LeanIX | 16% | 25% | 20 | criticized challenger | | enterprise-architecture-tools | Archi | 11% | 0% | 14 | accepted challenger | | enterprise-architecture-tools | Sparx Systems Enterprise Architect | 5% | 17% | 29 | accepted challenger | | enterprise-architecture-tools | Bizzdesign Horizzon | 2% | 21% | 29 | accepted challenger | | enterprise-architecture-tools | Avolution ABACUS | 0% | 0% | 12 | accepted challenger | | enterprise-architecture-tools | OrbusInfinity | 0% | 0% | 10 | accepted challenger | | enterprise-architecture-tools | MEGA HOPEX | 0% | 42% | 12 | criticized challenger | | enterprise-architecture-tools | Sparx Enterprise Architect | 0% | 54% | 13 | criticized challenger | | enterprise-browsers | Google Password Manager | 26% | 13% | 63 | accepted challenger | | enterprise-browsers | Island Enterprise Browser | 24% | 20% | 56 | accepted challenger | | enterprise-browsers | Microsoft Edge for Business | 14% | 3% | 33 | accepted challenger | | enterprise-browsers | Prisma Access Browser | 2% | 0% | 13 | accepted challenger | | enterprise-browsers | Surf Security | 2% | 0% | 11 | accepted challenger | | enterprise-browsers | Talon | 2% | 17% | 12 | accepted challenger | | enterprise-browsers | Seraphic | 0% | 6% | 17 | accepted challenger | | enterprise-browsers | Edge for Business | 0% | 7% | 15 | accepted challenger | | enterprise-browsers | LayerX | 0% | 7% | 14 | accepted challenger | | enterprise-browsers | Firefox ESR | 0% | 70% | 10 | criticized challenger | | enterprise-browsers | Brave | 0% | 83% | 12 | criticized challenger | | enterprise-storage-systems | Dell PowerStore | 16% | 8% | 24 | accepted challenger | | enterprise-storage-systems | Pure Storage FlashArray | 12% | 3% | 38 | accepted challenger | | enterprise-storage-systems | NetApp AFF | 9% | 6% | 36 | accepted challenger | | enterprise-storage-systems | Dell Technologies | 5% | 9% | 23 | accepted challenger | | enterprise-storage-systems | Infinidat InfiniBox | 0% | 0% | 11 | accepted challenger | | enterprise-storage-systems | HPE | 0% | 8% | 25 | accepted challenger | | enterprise-storage-systems | Hitachi Vantara | 0% | 15% | 13 | accepted challenger | | enterprise-storage-systems | IBM | 0% | 24% | 17 | accepted challenger | | error-and-crash-monitoring | Sentry | 76% | 16% | 76 | endorsed leader | | error-and-crash-monitoring | Rollbar | 8% | 5% | 56 | accepted challenger | | error-and-crash-monitoring | Bugsnag | 4% | 7% | 56 | accepted challenger | | error-and-crash-monitoring | Raygun | 2% | 5% | 20 | accepted challenger | | error-and-crash-monitoring | GlitchTip | 2% | 9% | 23 | accepted challenger | | error-and-crash-monitoring | Datadog Error Tracking | 2% | 43% | 46 | criticized challenger | | error-and-crash-monitoring | Firebase Crashlytics | 0% | 0% | 12 | accepted challenger | | error-and-crash-monitoring | Honeybadger | 0% | 4% | 23 | accepted challenger | | error-and-crash-monitoring | LogRocket | 0% | 15% | 20 | accepted challenger | | error-and-crash-monitoring | Airbrake | 0% | 20% | 10 | accepted challenger | | error-and-crash-monitoring | New Relic Errors Inbox | 0% | 41% | 32 | criticized challenger | | etl-and-elt | Fivetran | 40% | 8% | 61 | endorsed leader | | etl-and-elt | Airbyte | 28% | 5% | 63 | accepted challenger | | etl-and-elt | Hevo Data | 15% | 0% | 29 | accepted challenger | | etl-and-elt | Stitch | 4% | 20% | 30 | accepted challenger | | etl-and-elt | Talend | 4% | 25% | 36 | criticized challenger | | etl-and-elt | Integrate.io | 2% | 0% | 11 | accepted challenger | | etl-and-elt | Meltano | 2% | 0% | 13 | accepted challenger | | etl-and-elt | dbt | 2% | 3% | 35 | accepted challenger | | etl-and-elt | Apache NiFi | 2% | 13% | 15 | accepted challenger | | etl-and-elt | Matillion | 0% | 6% | 32 | accepted challenger | | etl-and-elt | Google Cloud Dataflow | 0% | 7% | 15 | accepted challenger | | etl-and-elt | Azure Data Factory | 0% | 9% | 23 | accepted challenger | | etl-and-elt | Dagster | 0% | 10% | 10 | accepted challenger | | etl-and-elt | AWS Glue | 0% | 21% | 28 | accepted challenger | | etl-and-elt | Apache Airflow | 0% | 29% | 24 | criticized challenger | | etl-and-elt | Informatica Intelligent Data Management Cloud | 0% | 33% | 18 | criticized challenger | | etl-and-elt | Databricks Lakeflow | 0% | 40% | 10 | criticized challenger | | etl-and-elt | Informatica PowerCenter | 0% | 55% | 11 | criticized challenger | | extended-detection-and-response | Microsoft Defender XDR | 40% | 15% | 61 | endorsed leader | | extended-detection-and-response | Sophos Intercept X | 19% | 8% | 24 | accepted challenger | | extended-detection-and-response | CrowdStrike Falcon Insight XDR | 12% | 27% | 62 | criticized challenger | | extended-detection-and-response | SentinelOne Singularity | 8% | 10% | 51 | accepted challenger | | extended-detection-and-response | Stellar Cyber Open XDR | 4% | 0% | 13 | accepted challenger | | extended-detection-and-response | Bitdefender GravityZone XDR | 0% | 7% | 14 | accepted challenger | | extended-detection-and-response | Trend Vision One | 0% | 14% | 21 | accepted challenger | | extended-detection-and-response | Cisco XDR | 0% | 27% | 22 | criticized challenger | | extended-detection-and-response | Trellix XDR | 0% | 27% | 11 | criticized challenger | | extended-detection-and-response | Palo Alto Networks Cortex XDR | 0% | 34% | 35 | criticized challenger | | feature-flags | Flagsmith | 25% | 5% | 57 | accepted challenger | | feature-flags | LaunchDarkly | 19% | 38% | 64 | criticized challenger | | feature-flags | ConfigCat | 16% | 8% | 39 | accepted challenger | | feature-flags | Statsig | 11% | 9% | 47 | accepted challenger | | feature-flags | Unleash | 11% | 10% | 52 | accepted challenger | | feature-flags | GrowthBook | 9% | 0% | 43 | accepted challenger | | feature-flags | PostHog Feature Flags | 5% | 7% | 27 | accepted challenger | | feature-flags | Split | 0% | 18% | 22 | accepted challenger | | grc-platforms | Hyperproof | 19% | 3% | 30 | accepted challenger | | grc-platforms | Vanta | 15% | 20% | 51 | accepted challenger | | grc-platforms | ZenGRC | 14% | 10% | 29 | accepted challenger | | grc-platforms | Drata | 12% | 14% | 50 | accepted challenger | | grc-platforms | Secureframe | 5% | 18% | 17 | accepted challenger | | grc-platforms | LogicGate | 3% | 5% | 22 | accepted challenger | | grc-platforms | LogicGate Risk Cloud | 3% | 6% | 16 | accepted challenger | | grc-platforms | Sprinto | 3% | 8% | 12 | accepted challenger | | grc-platforms | AuditBoard | 2% | 14% | 28 | accepted challenger | | grc-platforms | IBM OpenPages | 0% | 40% | 10 | criticized challenger | | grc-platforms | OneTrust GRC | 0% | 50% | 18 | criticized challenger | | grc-platforms | MetricStream | 0% | 52% | 31 | criticized challenger | | grc-platforms | ServiceNow Integrated Risk Management | 0% | 57% | 42 | criticized challenger | | grc-platforms | Archer | 0% | 78% | 27 | criticized challenger | | identity-governance | Microsoft Entra ID Governance | 25% | 7% | 46 | accepted challenger | | identity-governance | Lumos | 12% | 4% | 24 | accepted challenger | | identity-governance | Omada Identity | 9% | 3% | 31 | accepted challenger | | identity-governance | Okta Identity Governance | 8% | 24% | 34 | accepted challenger | | identity-governance | Zluri | 6% | 0% | 13 | accepted challenger | | identity-governance | ConductorOne | 5% | 13% | 15 | accepted challenger | | identity-governance | One Identity Manager | 3% | 19% | 32 | accepted challenger | | identity-governance | JumpCloud | 2% | 0% | 10 | accepted challenger | | identity-governance | Okta | 2% | 40% | 10 | criticized challenger | | identity-governance | Saviynt Enterprise Identity Cloud | 2% | 42% | 52 | criticized challenger | | identity-governance | SailPoint Identity Security Cloud | 2% | 49% | 59 | criticized challenger | | identity-governance | IBM Security Verify Governance | 0% | 20% | 10 | accepted challenger | | identity-governance | Oracle Identity Governance | 0% | 55% | 11 | criticized challenger | | identity-threat-detection-and-response | Huntress Managed ITDR | 51% | 5% | 41 | endorsed leader | | identity-threat-detection-and-response | Microsoft Defender for Identity | 14% | 8% | 38 | accepted challenger | | identity-threat-detection-and-response | Sophos ITDR | 4% | 0% | 14 | accepted challenger | | identity-threat-detection-and-response | Silverfort ITDR | 4% | 4% | 23 | accepted challenger | | identity-threat-detection-and-response | Okta Identity Threat Protection | 2% | 5% | 20 | accepted challenger | | identity-threat-detection-and-response | Semperis Directory Services Protector | 0% | 0% | 11 | accepted challenger | | identity-threat-detection-and-response | SentinelOne Singularity Identity | 0% | 17% | 12 | accepted challenger | | identity-threat-detection-and-response | CrowdStrike Falcon Identity Protection | 0% | 19% | 27 | accepted challenger | | identity-threat-detection-and-response | CrowdStrike | 0% | 36% | 14 | criticized challenger | | identity-verification | Persona | 21% | 15% | 41 | accepted challenger | | identity-verification | Veriff | 17% | 9% | 44 | accepted challenger | | identity-verification | Sumsub | 17% | 15% | 40 | accepted challenger | | identity-verification | iDenfy | 8% | 0% | 26 | accepted challenger | | identity-verification | Trulioo | 6% | 10% | 29 | accepted challenger | | identity-verification | Jumio | 4% | 19% | 36 | accepted challenger | | identity-verification | Stripe Identity | 2% | 8% | 12 | accepted challenger | | identity-verification | Socure | 0% | 0% | 13 | accepted challenger | | identity-verification | Onfido | 0% | 31% | 29 | criticized challenger | | identity-verification | ID.me | 0% | 82% | 11 | criticized challenger | | incident-management-and-on-call | incident.io | 32% | 5% | 57 | endorsed leader | | incident-management-and-on-call | PagerDuty | 15% | 33% | 72 | criticized challenger | | incident-management-and-on-call | Freshservice | 10% | 6% | 17 | accepted challenger | | incident-management-and-on-call | Squadcast | 8% | 4% | 25 | accepted challenger | | incident-management-and-on-call | Grafana IRM | 7% | 14% | 22 | accepted challenger | | incident-management-and-on-call | Opsgenie | 7% | 72% | 50 | criticized challenger | | incident-management-and-on-call | Rootly | 5% | 3% | 33 | accepted challenger | | incident-management-and-on-call | FireHydrant | 2% | 10% | 21 | accepted challenger | | incident-management-and-on-call | Splunk On-Call | 2% | 33% | 15 | criticized challenger | | incident-management-and-on-call | Jira Service Management | 0% | 20% | 25 | accepted challenger | | incident-management-and-on-call | ServiceNow ITSM | 0% | 64% | 22 | criticized challenger | | infrastructure-as-code | Terraform | 57% | 24% | 85 | endorsed leader | | infrastructure-as-code | OpenTofu | 35% | 0% | 54 | endorsed leader | | infrastructure-as-code | Ansible | 4% | 24% | 38 | accepted challenger | | infrastructure-as-code | Pulumi | 0% | 3% | 74 | accepted challenger | | infrastructure-as-code | Crossplane | 0% | 9% | 23 | accepted challenger | | infrastructure-as-code | AWS CDK | 0% | 11% | 37 | accepted challenger | | infrastructure-as-code | Spacelift | 0% | 18% | 11 | accepted challenger | | infrastructure-as-code | Azure Bicep | 0% | 22% | 40 | accepted challenger | | infrastructure-as-code | AWS CloudFormation | 0% | 29% | 55 | criticized challenger | | infrastructure-as-code | Google Cloud Deployment Manager | 0% | 45% | 11 | criticized challenger | | infrastructure-as-code | Puppet | 0% | 73% | 15 | criticized challenger | | infrastructure-as-code | Chef | 0% | 75% | 12 | criticized challenger | | infrastructure-monitoring | Datadog | 28% | 41% | 59 | criticized challenger | | infrastructure-monitoring | Zabbix | 20% | 22% | 46 | accepted challenger | | infrastructure-monitoring | New Relic | 16% | 16% | 49 | accepted challenger | | infrastructure-monitoring | Site24x7 | 8% | 0% | 16 | accepted challenger | | infrastructure-monitoring | ManageEngine OpManager | 8% | 4% | 25 | accepted challenger | | infrastructure-monitoring | Grafana | 4% | 6% | 33 | accepted challenger | | infrastructure-monitoring | Paessler PRTG | 4% | 13% | 23 | accepted challenger | | infrastructure-monitoring | Prometheus | 4% | 32% | 31 | criticized challenger | | infrastructure-monitoring | Netdata | 2% | 0% | 19 | accepted challenger | | infrastructure-monitoring | Prometheus + Grafana | 0% | 5% | 19 | accepted challenger | | infrastructure-monitoring | Nagios | 0% | 38% | 21 | criticized challenger | | infrastructure-monitoring | Dynatrace | 0% | 45% | 38 | criticized challenger | | infrastructure-monitoring | Splunk | 0% | 67% | 12 | criticized challenger | | insider-risk-management | Microsoft Purview Insider Risk Management | 22% | 3% | 36 | accepted challenger | | insider-risk-management | Above Security | 17% | 0% | 15 | accepted challenger | | insider-risk-management | Code42 Incydr | 13% | 0% | 30 | accepted challenger | | insider-risk-management | Proofpoint Insider Threat Management | 4% | 19% | 27 | accepted challenger | | insider-risk-management | Microsoft Purview | 2% | 6% | 16 | accepted challenger | | insider-risk-management | Cyberhaven | 2% | 20% | 10 | accepted challenger | | insider-risk-management | Teramind | 2% | 27% | 33 | criticized challenger | | insider-risk-management | Securonix UEBA | 0% | 15% | 13 | accepted challenger | | insider-risk-management | DTEX InTERCEPT | 0% | 17% | 23 | accepted challenger | | insider-risk-management | Gurucul | 0% | 18% | 11 | accepted challenger | | insider-risk-management | DTEX Systems | 0% | 23% | 13 | accepted challenger | | insider-risk-management | Varonis Data Security Platform | 0% | 24% | 21 | accepted challenger | | intelligent-document-processing | Nanonets | 32% | 6% | 36 | endorsed leader | | intelligent-document-processing | Rossum | 16% | 8% | 37 | accepted challenger | | intelligent-document-processing | Docsumo | 6% | 4% | 23 | accepted challenger | | intelligent-document-processing | Google Document AI | 6% | 13% | 23 | accepted challenger | | intelligent-document-processing | Amazon Textract | 4% | 14% | 28 | accepted challenger | | intelligent-document-processing | ABBYY Vantage | 4% | 24% | 38 | accepted challenger | | intelligent-document-processing | UiPath Document Understanding | 4% | 24% | 46 | accepted challenger | | intelligent-document-processing | Hyperscience Hypercell | 0% | 17% | 18 | accepted challenger | | intelligent-document-processing | Automation Anywhere | 0% | 18% | 11 | accepted challenger | | intelligent-document-processing | Tungsten Automation | 0% | 25% | 12 | criticized challenger | | intelligent-document-processing | Azure AI Document Intelligence | 0% | 27% | 15 | criticized challenger | | internal-developer-portals | Port | 53% | 7% | 59 | endorsed leader | | internal-developer-portals | Backstage | 23% | 42% | 67 | criticized challenger | | internal-developer-portals | Palo Alto Networks Cortex Cloud | 8% | 11% | 47 | accepted challenger | | internal-developer-portals | OpsLevel | 8% | 12% | 41 | accepted challenger | | internal-developer-portals | Humanitec | 2% | 15% | 20 | accepted challenger | | internal-developer-portals | Configure8 | 0% | 0% | 10 | accepted challenger | | internal-developer-portals | Cycloid | 0% | 0% | 11 | accepted challenger | | internal-developer-portals | Roadie | 0% | 7% | 30 | accepted challenger | | internal-developer-portals | Atlassian Compass | 0% | 28% | 18 | criticized challenger | | it-asset-management | Freshservice | 31% | 8% | 50 | endorsed leader | | it-asset-management | Snipe-IT | 25% | 18% | 40 | accepted challenger | | it-asset-management | Lansweeper | 14% | 11% | 45 | accepted challenger | | it-asset-management | ManageEngine AssetExplorer | 10% | 9% | 46 | accepted challenger | | it-asset-management | InvGate Asset Management | 8% | 0% | 20 | accepted challenger | | it-asset-management | SolarWinds Service Desk | 2% | 30% | 10 | criticized challenger | | it-asset-management | Ivanti Neurons for ITAM | 0% | 13% | 15 | accepted challenger | | it-asset-management | Flexera One IT Asset Management | 0% | 17% | 24 | accepted challenger | | it-asset-management | Asset Panda | 0% | 21% | 19 | accepted challenger | | it-asset-management | GLPI | 0% | 36% | 11 | criticized challenger | | it-asset-management | ServiceNow IT Asset Management | 0% | 46% | 50 | criticized challenger | | it-documentation | Hudu | 17% | 6% | 32 | accepted challenger | | it-documentation | Confluence | 17% | 21% | 56 | accepted challenger | | it-documentation | Document360 | 15% | 3% | 35 | accepted challenger | | it-documentation | BookStack | 13% | 5% | 20 | accepted challenger | | it-documentation | Notion | 8% | 24% | 50 | accepted challenger | | it-documentation | IT Glue | 4% | 21% | 38 | accepted challenger | | it-documentation | Docusaurus | 2% | 8% | 12 | accepted challenger | | it-documentation | GitBook | 2% | 10% | 21 | accepted challenger | | it-documentation | Scribe | 0% | 0% | 11 | accepted challenger | | it-documentation | NinjaOne Documentation | 0% | 29% | 14 | criticized challenger | | it-financial-management | Nicus ITFM Platform | 9% | 12% | 24 | accepted challenger | | it-financial-management | IBM Apptio Cloudability | 9% | 27% | 30 | criticized challenger | | it-financial-management | MagicOrange | 6% | 18% | 17 | accepted challenger | | it-financial-management | Flexera One | 4% | 16% | 25 | accepted challenger | | it-financial-management | CloudZero | 2% | 8% | 12 | accepted challenger | | it-financial-management | ServiceNow IT Financial Management | 2% | 45% | 33 | criticized challenger | | it-financial-management | IBM Apptio | 2% | 55% | 29 | criticized challenger | | it-financial-management | VMware Tanzu CloudHealth | 0% | 31% | 16 | criticized challenger | | it-service-management | Freshservice | 58% | 2% | 66 | endorsed leader | | it-service-management | Jira Service Management | 12% | 8% | 64 | accepted challenger | | it-service-management | ManageEngine ServiceDesk Plus | 11% | 7% | 44 | accepted challenger | | it-service-management | Spiceworks Cloud Help Desk | 7% | 10% | 10 | accepted challenger | | it-service-management | InvGate Service Management | 2% | 0% | 12 | accepted challenger | | it-service-management | SolarWinds Service Desk | 2% | 29% | 14 | criticized challenger | | it-service-management | SysAid | 0% | 7% | 15 | accepted challenger | | it-service-management | Zendesk | 0% | 12% | 17 | accepted challenger | | it-service-management | Ivanti Neurons for ITSM | 0% | 43% | 21 | criticized challenger | | it-service-management | BMC Helix ITSM | 0% | 48% | 31 | criticized challenger | | it-service-management | ServiceNow ITSM | 0% | 63% | 57 | criticized challenger | | llm-gateways-and-observability | Portkey | 31% | 11% | 53 | endorsed leader | | llm-gateways-and-observability | LiteLLM | 31% | 16% | 58 | endorsed leader | | llm-gateways-and-observability | OpenRouter | 9% | 17% | 42 | accepted challenger | | llm-gateways-and-observability | Helicone | 6% | 15% | 27 | accepted challenger | | llm-gateways-and-observability | Bifrost | 4% | 8% | 24 | accepted challenger | | llm-gateways-and-observability | Cloudflare AI Gateway | 2% | 3% | 29 | accepted challenger | | llm-gateways-and-observability | Langfuse | 0% | 0% | 10 | accepted challenger | | llm-gateways-and-observability | Kong AI Gateway | 0% | 7% | 29 | accepted challenger | | load-balancers | HAProxy | 29% | 5% | 58 | accepted challenger | | load-balancers | Progress Kemp LoadMaster | 27% | 0% | 20 | accepted challenger | | load-balancers | NGINX | 15% | 4% | 53 | accepted challenger | | load-balancers | AWS Elastic Load Balancing | 6% | 12% | 33 | accepted challenger | | load-balancers | Cloudflare Load Balancing | 4% | 0% | 25 | accepted challenger | | load-balancers | Azure Application Gateway | 2% | 0% | 10 | accepted challenger | | load-balancers | Traefik | 2% | 0% | 21 | accepted challenger | | load-balancers | Azure Load Balancer | 2% | 14% | 29 | accepted challenger | | load-balancers | Google Cloud Load Balancing | 0% | 0% | 18 | accepted challenger | | load-balancers | Envoy | 0% | 6% | 18 | accepted challenger | | load-balancers | GCP Cloud Load Balancing | 0% | 25% | 12 | criticized challenger | | load-balancers | Citrix ADC | 0% | 48% | 27 | criticized challenger | | load-balancers | F5 BIG-IP | 0% | 55% | 31 | criticized challenger | | log-management | Datadog Log Management | 28% | 31% | 64 | criticized challenger | | log-management | Graylog | 26% | 10% | 41 | accepted challenger | | log-management | Grafana Loki | 11% | 4% | 46 | accepted challenger | | log-management | Better Stack | 9% | 0% | 14 | accepted challenger | | log-management | Elastic Stack | 6% | 30% | 54 | criticized challenger | | log-management | Coralogix | 2% | 0% | 11 | accepted challenger | | log-management | OpenObserve | 2% | 0% | 16 | accepted challenger | | log-management | SigNoz | 0% | 0% | 14 | accepted challenger | | log-management | Logz.io | 0% | 0% | 10 | accepted challenger | | log-management | New Relic Logs | 0% | 8% | 25 | accepted challenger | | log-management | Sumo Logic | 0% | 14% | 22 | accepted challenger | | log-management | Splunk | 0% | 60% | 55 | criticized challenger | | managed-detection-and-response | Arctic Wolf Managed Detection and Response | 37% | 8% | 40 | endorsed leader | | managed-detection-and-response | Huntress Managed EDR | 35% | 0% | 30 | endorsed leader | | managed-detection-and-response | Sophos MDR | 13% | 0% | 47 | accepted challenger | | managed-detection-and-response | Expel MDR | 4% | 0% | 17 | accepted challenger | | managed-detection-and-response | CrowdStrike Falcon Complete | 2% | 22% | 27 | accepted challenger | | managed-detection-and-response | eSentire MDR | 0% | 0% | 17 | accepted challenger | | managed-detection-and-response | Red Canary | 0% | 0% | 14 | accepted challenger | | managed-detection-and-response | Rapid7 MDR | 0% | 5% | 20 | accepted challenger | | managed-detection-and-response | SentinelOne Singularity MDR | 0% | 9% | 22 | accepted challenger | | managed-detection-and-response | CrowdStrike | 0% | 33% | 12 | criticized challenger | | managed-dns | Cloudflare DNS | 84% | 7% | 70 | endorsed leader | | managed-dns | DNS Made Easy | 7% | 0% | 14 | accepted challenger | | managed-dns | Akamai Edge DNS | 2% | 0% | 21 | accepted challenger | | managed-dns | Amazon Route 53 | 2% | 9% | 56 | accepted challenger | | managed-dns | NS1 | 0% | 4% | 26 | accepted challenger | | managed-dns | Azure DNS | 0% | 10% | 20 | accepted challenger | | managed-dns | UltraDNS | 0% | 10% | 10 | accepted challenger | | managed-dns | Google Cloud DNS | 0% | 10% | 39 | accepted challenger | | managed-dns | IBM NS1 Connect | 0% | 17% | 12 | accepted challenger | | managed-dns | ClouDNS | 0% | 17% | 18 | accepted challenger | | managed-dns | Dyn | 0% | 25% | 16 | criticized challenger | | managed-file-transfer | Files.com | 43% | 0% | 40 | endorsed leader | | managed-file-transfer | Progress MOVEit Transfer | 8% | 35% | 31 | criticized challenger | | managed-file-transfer | Cerberus FTP Server | 6% | 0% | 13 | accepted challenger | | managed-file-transfer | Diplomat MFT | 4% | 0% | 11 | accepted challenger | | managed-file-transfer | Cleo Integration Cloud | 4% | 12% | 17 | accepted challenger | | managed-file-transfer | GoAnywhere MFT | 4% | 25% | 28 | criticized challenger | | managed-file-transfer | Fortra GoAnywhere MFT | 4% | 47% | 19 | criticized challenger | | managed-file-transfer | Couchdrop | 2% | 0% | 12 | accepted challenger | | managed-file-transfer | AWS Transfer Family | 2% | 7% | 14 | accepted challenger | | managed-file-transfer | Kiteworks MFT | 0% | 0% | 10 | accepted challenger | | managed-file-transfer | JSCAPE MFT Server | 0% | 7% | 14 | accepted challenger | | managed-file-transfer | IBM Sterling Secure File Transfer | 0% | 7% | 14 | accepted challenger | | managed-file-transfer | Axway SecureTransport | 0% | 20% | 20 | accepted challenger | | managed-file-transfer | MOVEit | 0% | 27% | 11 | criticized challenger | | managed-file-transfer | Globalscape EFT | 0% | 38% | 13 | criticized challenger | | managed-kubernetes-platforms | Google Kubernetes Engine | 43% | 15% | 75 | endorsed leader | | managed-kubernetes-platforms | Amazon EKS | 15% | 32% | 71 | criticized challenger | | managed-kubernetes-platforms | DigitalOcean Kubernetes | 14% | 21% | 47 | accepted challenger | | managed-kubernetes-platforms | Azure Kubernetes Service | 12% | 17% | 71 | accepted challenger | | managed-kubernetes-platforms | Civo Kubernetes | 9% | 12% | 16 | accepted challenger | | managed-kubernetes-platforms | Linode Kubernetes Engine | 3% | 32% | 22 | criticized challenger | | managed-kubernetes-platforms | Rancher | 0% | 14% | 21 | accepted challenger | | managed-kubernetes-platforms | Red Hat OpenShift | 0% | 21% | 33 | accepted challenger | | managed-kubernetes-platforms | Oracle Container Engine for Kubernetes | 0% | 21% | 14 | accepted challenger | | managed-kubernetes-platforms | VMware Tanzu | 0% | 25% | 16 | criticized challenger | | managed-relational-databases | Amazon RDS | 45% | 23% | 70 | endorsed leader | | managed-relational-databases | Amazon Aurora | 12% | 21% | 39 | accepted challenger | | managed-relational-databases | Neon | 10% | 0% | 23 | accepted challenger | | managed-relational-databases | Google Cloud SQL | 10% | 12% | 66 | accepted challenger | | managed-relational-databases | DigitalOcean Managed Databases | 9% | 0% | 19 | accepted challenger | | managed-relational-databases | Supabase | 7% | 6% | 18 | accepted challenger | | managed-relational-databases | Azure SQL Database | 2% | 20% | 56 | accepted challenger | | managed-relational-databases | PlanetScale | 0% | 29% | 17 | criticized challenger | | managed-relational-databases | Google Cloud Spanner | 0% | 42% | 12 | criticized challenger | | master-data-management | Profisee MDM | 41% | 2% | 51 | endorsed leader | | master-data-management | Semarchy xDM | 17% | 2% | 54 | accepted challenger | | master-data-management | AtroCore MDM | 16% | 11% | 19 | accepted challenger | | master-data-management | Pimcore | 12% | 13% | 23 | accepted challenger | | master-data-management | Reltio | 3% | 18% | 40 | accepted challenger | | master-data-management | Informatica MDM | 3% | 43% | 53 | criticized challenger | | master-data-management | Ataccama ONE | 2% | 8% | 25 | accepted challenger | | master-data-management | Syndigo | 0% | 0% | 11 | accepted challenger | | master-data-management | Stibo Systems STEP | 0% | 10% | 31 | accepted challenger | | master-data-management | SAP Master Data Governance | 0% | 42% | 31 | criticized challenger | | master-data-management | IBM InfoSphere MDM | 0% | 46% | 13 | criticized challenger | | master-data-management | IBM InfoSphere | 0% | 68% | 19 | criticized challenger | | microsegmentation | ColorTokens Xshield | 25% | 5% | 38 | accepted challenger | | microsegmentation | Illumio Segmentation | 20% | 24% | 55 | accepted challenger | | microsegmentation | Akamai Guardicore Segmentation | 12% | 20% | 51 | accepted challenger | | microsegmentation | Faddom | 5% | 9% | 11 | accepted challenger | | microsegmentation | Zscaler Private Access | 2% | 0% | 14 | accepted challenger | | microsegmentation | Zero Networks Segment | 2% | 6% | 31 | accepted challenger | | microsegmentation | VMware NSX | 2% | 41% | 32 | criticized challenger | | microsegmentation | Elisity | 0% | 0% | 19 | accepted challenger | | microsegmentation | Cisco Secure Workload | 0% | 25% | 28 | criticized challenger | | microsoft-365-management | CoreView | 20% | 15% | 41 | accepted challenger | | microsoft-365-management | AdminDroid | 16% | 0% | 28 | accepted challenger | | microsoft-365-management | ManageEngine M365 Manager Plus | 15% | 4% | 25 | accepted challenger | | microsoft-365-management | BetterCloud | 11% | 14% | 14 | accepted challenger | | microsoft-365-management | Microsoft Purview | 5% | 0% | 13 | accepted challenger | | microsoft-365-management | Syskit Point | 5% | 6% | 17 | accepted challenger | | microsoft-365-management | Microsoft 365 Admin Center | 4% | 11% | 18 | accepted challenger | | microsoft-365-management | CIPP | 4% | 18% | 17 | accepted challenger | | microsoft-365-management | Rencore Governance | 2% | 0% | 12 | accepted challenger | | microsoft-365-management | Microsoft 365 Lighthouse | 2% | 19% | 16 | accepted challenger | | microsoft-365-management | AvePoint Confidence Platform | 0% | 0% | 13 | accepted challenger | | microsoft-365-management | ShareGate | 0% | 0% | 17 | accepted challenger | | microsoft-365-management | Microsoft Intune | 0% | 8% | 12 | accepted challenger | | microsoft-365-management | Orchestry | 0% | 9% | 11 | accepted challenger | | ml-platforms | Azure Machine Learning | 21% | 14% | 49 | accepted challenger | | ml-platforms | Databricks Mosaic AI | 14% | 11% | 44 | accepted challenger | | ml-platforms | Amazon SageMaker | 11% | 25% | 51 | criticized challenger | | ml-platforms | Google Colab | 9% | 0% | 12 | accepted challenger | | ml-platforms | Google Vertex AI | 9% | 19% | 57 | accepted challenger | | ml-platforms | MLflow | 7% | 18% | 22 | accepted challenger | | ml-platforms | DataRobot | 4% | 11% | 19 | accepted challenger | | ml-platforms | TensorFlow | 2% | 0% | 10 | accepted challenger | | ml-platforms | Dataiku | 0% | 10% | 10 | accepted challenger | | ml-platforms | H2O.ai | 0% | 10% | 10 | accepted challenger | | ml-platforms | Snowflake Cortex AI | 0% | 17% | 12 | accepted challenger | | ml-platforms | Hugging Face | 0% | 27% | 11 | criticized challenger | | ml-platforms | Kubeflow | 0% | 62% | 13 | criticized challenger | | multi-factor-authentication | Cisco Duo | 47% | 6% | 63 | endorsed leader | | multi-factor-authentication | Microsoft Entra ID | 30% | 0% | 46 | endorsed leader | | multi-factor-authentication | Okta Verify | 13% | 14% | 57 | accepted challenger | | multi-factor-authentication | OneLogin MFA | 2% | 0% | 12 | accepted challenger | | multi-factor-authentication | Microsoft Authenticator | 2% | 19% | 21 | accepted challenger | | multi-factor-authentication | YubiKey | 0% | 0% | 27 | accepted challenger | | multi-factor-authentication | JumpCloud Protect | 0% | 0% | 13 | accepted challenger | | multi-factor-authentication | Ping Identity | 0% | 0% | 14 | accepted challenger | | multi-factor-authentication | Auth0 | 0% | 10% | 10 | accepted challenger | | multi-factor-authentication | Authy | 0% | 43% | 14 | criticized challenger | | multi-factor-authentication | Google Authenticator | 0% | 53% | 32 | criticized challenger | | network-access-control | Portnox Cloud | 35% | 7% | 45 | endorsed leader | | network-access-control | PacketFence | 15% | 0% | 10 | accepted challenger | | network-access-control | OPSWAT MetaAccess | 7% | 0% | 12 | accepted challenger | | network-access-control | Aruba ClearPass | 2% | 43% | 21 | criticized challenger | | network-access-control | Cisco ISE | 2% | 51% | 35 | criticized challenger | | network-access-control | HPE Aruba ClearPass | 0% | 0% | 12 | accepted challenger | | network-access-control | Cisco Identity Services Engine | 0% | 13% | 15 | accepted challenger | | network-access-control | Fortinet FortiNAC | 0% | 15% | 27 | accepted challenger | | network-access-control | FortiNAC | 0% | 18% | 11 | accepted challenger | | network-access-control | Forescout | 0% | 30% | 23 | criticized challenger | | network-detection-and-response | ManageEngine NetFlow Analyzer | 21% | 0% | 15 | accepted challenger | | network-detection-and-response | Vectra AI | 18% | 14% | 36 | accepted challenger | | network-detection-and-response | Paessler PRTG Network Monitor | 5% | 10% | 10 | accepted challenger | | network-detection-and-response | ExtraHop Reveal | 4% | 0% | 17 | accepted challenger | | network-detection-and-response | ExtraHop RevealX | 4% | 15% | 26 | accepted challenger | | network-detection-and-response | Corelight Open NDR | 4% | 22% | 40 | accepted challenger | | network-detection-and-response | Darktrace | 4% | 34% | 44 | criticized challenger | | network-detection-and-response | Fortinet FortiNDR | 0% | 18% | 11 | accepted challenger | | network-detection-and-response | Cisco Secure Network Analytics | 0% | 22% | 27 | accepted challenger | | network-monitoring-and-management | Auvik | 26% | 0% | 33 | accepted challenger | | network-monitoring-and-management | ManageEngine OpManager | 22% | 6% | 35 | accepted challenger | | network-monitoring-and-management | Zabbix | 17% | 13% | 47 | accepted challenger | | network-monitoring-and-management | Paessler PRTG Network Monitor | 11% | 4% | 52 | accepted challenger | | network-monitoring-and-management | LibreNMS | 6% | 6% | 16 | accepted challenger | | network-monitoring-and-management | Datadog Network Monitoring | 4% | 16% | 37 | accepted challenger | | network-monitoring-and-management | Nagios | 4% | 44% | 32 | criticized challenger | | network-monitoring-and-management | Progress WhatsUp Gold | 2% | 0% | 11 | accepted challenger | | network-monitoring-and-management | LogicMonitor | 2% | 0% | 22 | accepted challenger | | network-monitoring-and-management | SolarWinds Network Performance Monitor | 2% | 17% | 24 | accepted challenger | | network-monitoring-and-management | Kentik | 0% | 10% | 10 | accepted challenger | | network-monitoring-and-management | SolarWinds | 0% | 38% | 13 | criticized challenger | | next-generation-firewalls | Fortinet FortiGate | 73% | 10% | 68 | endorsed leader | | next-generation-firewalls | Sophos Firewall | 4% | 3% | 35 | accepted challenger | | next-generation-firewalls | Palo Alto Networks NGFW | 2% | 20% | 44 | accepted challenger | | next-generation-firewalls | Cisco Secure Firewall | 2% | 25% | 40 | criticized challenger | | next-generation-firewalls | WatchGuard Firebox | 0% | 0% | 11 | accepted challenger | | next-generation-firewalls | Check Point Quantum | 0% | 6% | 34 | accepted challenger | | next-generation-firewalls | Palo Alto Networks PA-Series | 0% | 8% | 12 | accepted challenger | | next-generation-firewalls | SonicWall | 0% | 50% | 10 | criticized challenger | | non-human-identity-management | JumpCloud | 14% | 8% | 12 | accepted challenger | | non-human-identity-management | GitGuardian NHI Governance | 9% | 8% | 13 | accepted challenger | | non-human-identity-management | Entro Security | 9% | 25% | 24 | criticized challenger | | non-human-identity-management | Delinea | 7% | 0% | 12 | accepted challenger | | non-human-identity-management | Akeyless | 7% | 4% | 28 | accepted challenger | | non-human-identity-management | HashiCorp Vault | 7% | 30% | 40 | criticized challenger | | non-human-identity-management | Aembit | 5% | 6% | 16 | accepted challenger | | non-human-identity-management | Token Security | 5% | 9% | 11 | accepted challenger | | non-human-identity-management | Teleport | 5% | 10% | 10 | accepted challenger | | non-human-identity-management | Oasis Security | 2% | 17% | 24 | accepted challenger | | non-human-identity-management | One Identity | 0% | 8% | 12 | accepted challenger | | non-human-identity-management | Astrix Security | 0% | 17% | 23 | accepted challenger | | non-human-identity-management | Saviynt Identity Cloud | 0% | 27% | 11 | criticized challenger | | non-human-identity-management | Venafi | 0% | 29% | 14 | criticized challenger | | non-human-identity-management | CyberArk Identity Security Platform | 0% | 45% | 29 | criticized challenger | | non-human-identity-management | Okta | 0% | 45% | 11 | criticized challenger | | nosql-databases | MongoDB | 74% | 13% | 82 | endorsed leader | | nosql-databases | Amazon DynamoDB | 11% | 21% | 67 | accepted challenger | | nosql-databases | Couchbase | 4% | 9% | 43 | accepted challenger | | nosql-databases | PostgreSQL | 2% | 0% | 11 | accepted challenger | | nosql-databases | Google Cloud Firestore | 2% | 0% | 11 | accepted challenger | | nosql-databases | ScyllaDB | 2% | 0% | 21 | accepted challenger | | nosql-databases | Redis | 2% | 15% | 55 | accepted challenger | | nosql-databases | Neo4j | 0% | 0% | 28 | accepted challenger | | nosql-databases | Apache Cassandra | 0% | 17% | 52 | accepted challenger | | nosql-databases | Azure Cosmos DB | 0% | 20% | 20 | accepted challenger | | nosql-databases | Apache HBase | 0% | 43% | 14 | criticized challenger | | nosql-databases | Apache CouchDB | 0% | 46% | 13 | criticized challenger | | nosql-databases | Riak KV | 0% | 50% | 10 | criticized challenger | | object-storage | Backblaze B2 | 46% | 5% | 62 | endorsed leader | | object-storage | Cloudflare R2 | 19% | 17% | 47 | accepted challenger | | object-storage | Amazon S3 | 12% | 34% | 67 | criticized challenger | | object-storage | Wasabi Object Storage | 10% | 28% | 54 | criticized challenger | | object-storage | Azure Blob Storage | 6% | 31% | 42 | criticized challenger | | object-storage | Cloudian HyperStore | 2% | 0% | 10 | accepted challenger | | object-storage | DigitalOcean Spaces | 2% | 8% | 26 | accepted challenger | | object-storage | Google Cloud Storage | 2% | 21% | 47 | accepted challenger | | object-storage | MinIO AIStor | 0% | 14% | 22 | accepted challenger | | observability-platforms | Grafana | 27% | 8% | 62 | accepted challenger | | observability-platforms | New Relic | 27% | 14% | 63 | accepted challenger | | observability-platforms | Datadog | 18% | 40% | 68 | criticized challenger | | observability-platforms | SigNoz | 8% | 5% | 20 | accepted challenger | | observability-platforms | OpenObserve | 5% | 0% | 16 | accepted challenger | | observability-platforms | Chronosphere | 2% | 8% | 12 | accepted challenger | | observability-platforms | Honeycomb | 2% | 11% | 19 | accepted challenger | | observability-platforms | Prometheus | 2% | 21% | 19 | accepted challenger | | observability-platforms | Dynatrace | 2% | 28% | 40 | criticized challenger | | observability-platforms | Elastic Observability | 0% | 4% | 23 | accepted challenger | | observability-platforms | Splunk Observability Cloud | 0% | 25% | 16 | criticized challenger | | observability-platforms | Splunk | 0% | 53% | 17 | criticized challenger | | ot-and-iot-security | Microsoft Defender for IoT | 21% | 21% | 42 | accepted challenger | | ot-and-iot-security | Claroty xDome | 19% | 19% | 59 | accepted challenger | | ot-and-iot-security | Nozomi Networks Guardian | 10% | 13% | 46 | accepted challenger | | ot-and-iot-security | Fortinet OT Security Platform | 8% | 4% | 23 | accepted challenger | | ot-and-iot-security | Armis Centrix | 6% | 13% | 31 | accepted challenger | | ot-and-iot-security | Tenable OT Security | 4% | 15% | 27 | accepted challenger | | ot-and-iot-security | Palo Alto Networks | 2% | 6% | 17 | accepted challenger | | ot-and-iot-security | Dragos Platform | 2% | 26% | 46 | criticized challenger | | ot-and-iot-security | Forescout Vistaro Platform | 0% | 20% | 15 | accepted challenger | | patch-management | Action1 | 29% | 0% | 38 | accepted challenger | | patch-management | ManageEngine Patch Manager Plus | 29% | 10% | 51 | accepted challenger | | patch-management | NinjaOne Autonomous Patch Management | 12% | 11% | 37 | accepted challenger | | patch-management | Automox | 10% | 0% | 36 | accepted challenger | | patch-management | Patch My PC | 6% | 0% | 17 | accepted challenger | | patch-management | Microsoft Intune | 4% | 9% | 23 | accepted challenger | | patch-management | ManageEngine Endpoint Central | 2% | 27% | 11 | criticized challenger | | patch-management | Ivanti Neurons for Patch Management | 0% | 0% | 20 | accepted challenger | | patch-management | PDQ Deploy & Inventory | 0% | 10% | 10 | accepted challenger | | patch-management | Atera | 0% | 18% | 11 | accepted challenger | | patch-management | Microsoft Configuration Manager | 0% | 30% | 10 | criticized challenger | | patch-management | Windows Server Update Services | 0% | 47% | 17 | criticized challenger | | patch-management | Kaseya VSA | 0% | 54% | 13 | criticized challenger | | penetration-testing-as-a-service | Cobalt | 45% | 2% | 41 | endorsed leader | | penetration-testing-as-a-service | BreachLock | 19% | 0% | 35 | accepted challenger | | penetration-testing-as-a-service | Astra Security | 4% | 0% | 17 | accepted challenger | | penetration-testing-as-a-service | UnderDefense | 4% | 0% | 11 | accepted challenger | | penetration-testing-as-a-service | Synack | 4% | 10% | 29 | accepted challenger | | penetration-testing-as-a-service | HackerOne | 2% | 14% | 14 | accepted challenger | | penetration-testing-as-a-service | Bugcrowd | 2% | 17% | 12 | accepted challenger | | penetration-testing-as-a-service | Bishop Fox | 0% | 0% | 10 | accepted challenger | | penetration-testing-as-a-service | NetSPI | 0% | 9% | 22 | accepted challenger | | penetration-testing-as-a-service | Rapid7 | 0% | 9% | 11 | accepted challenger | | privileged-access-management | Delinea Secret Server | 37% | 5% | 62 | endorsed leader | | privileged-access-management | ManageEngine PAM360 | 24% | 13% | 46 | accepted challenger | | privileged-access-management | KeeperPAM | 9% | 3% | 30 | accepted challenger | | privileged-access-management | BeyondTrust | 6% | 35% | 52 | criticized challenger | | privileged-access-management | miniOrange PAM | 4% | 0% | 13 | accepted challenger | | privileged-access-management | Teleport | 2% | 7% | 14 | accepted challenger | | privileged-access-management | HashiCorp Vault | 2% | 18% | 22 | accepted challenger | | privileged-access-management | Securden Unified PAM | 2% | 19% | 16 | accepted challenger | | privileged-access-management | Netwrix Privilege Secure | 0% | 0% | 11 | accepted challenger | | privileged-access-management | One Identity Safeguard | 0% | 17% | 12 | accepted challenger | | privileged-access-management | CyberArk Privileged Access Manager | 0% | 60% | 57 | criticized challenger | | process-mining | Apromore | 19% | 3% | 37 | accepted challenger | | process-mining | Microsoft Power Automate Process Mining | 14% | 14% | 21 | accepted challenger | | process-mining | IBM Process Mining | 14% | 27% | 37 | criticized challenger | | process-mining | UiPath Process Mining | 10% | 10% | 50 | accepted challenger | | process-mining | Microsoft Power Automate | 5% | 7% | 14 | accepted challenger | | process-mining | SAP Signavio Process Intelligence | 3% | 30% | 47 | criticized challenger | | process-mining | Celonis Process Intelligence Platform | 3% | 52% | 64 | criticized challenger | | process-mining | PM4Py | 2% | 29% | 14 | criticized challenger | | process-mining | ProM | 2% | 33% | 15 | criticized challenger | | proxy-networks | Decodo | 41% | 0% | 45 | endorsed leader | | proxy-networks | Smartproxy | 15% | 5% | 21 | accepted challenger | | proxy-networks | Webshare | 13% | 8% | 24 | accepted challenger | | proxy-networks | Oxylabs | 11% | 15% | 55 | accepted challenger | | proxy-networks | Bright Data | 7% | 25% | 52 | criticized challenger | | proxy-networks | SOAX | 2% | 0% | 23 | accepted challenger | | proxy-networks | DataImpulse | 2% | 0% | 16 | accepted challenger | | proxy-networks | IPRoyal | 2% | 19% | 27 | accepted challenger | | proxy-networks | NetNut | 0% | 0% | 15 | accepted challenger | | proxy-networks | Zyte API | 0% | 0% | 10 | accepted challenger | | proxy-networks | ScraperAPI | 0% | 30% | 10 | criticized challenger | | remote-monitoring-and-management | NinjaOne | 47% | 3% | 60 | endorsed leader | | remote-monitoring-and-management | Atera | 24% | 9% | 65 | accepted challenger | | remote-monitoring-and-management | Action1 | 8% | 10% | 10 | accepted challenger | | remote-monitoring-and-management | Syncro | 6% | 5% | 39 | accepted challenger | | remote-monitoring-and-management | Datto RMM | 6% | 15% | 48 | accepted challenger | | remote-monitoring-and-management | N-able N-central | 2% | 22% | 23 | accepted challenger | | remote-monitoring-and-management | SuperOps | 0% | 0% | 18 | accepted challenger | | remote-monitoring-and-management | ConnectWise Automate | 0% | 18% | 22 | accepted challenger | | remote-monitoring-and-management | ConnectWise RMM | 0% | 42% | 26 | criticized challenger | | remote-monitoring-and-management | Kaseya VSA | 0% | 55% | 31 | criticized challenger | | remote-monitoring-and-management | ConnectWise ScreenConnect | 0% | 85% | 13 | criticized challenger | | remote-support-and-remote-access | Splashtop Remote Support | 23% | 2% | 52 | accepted challenger | | remote-support-and-remote-access | TeamViewer | 19% | 32% | 57 | criticized challenger | | remote-support-and-remote-access | Zoho Assist | 18% | 2% | 42 | accepted challenger | | remote-support-and-remote-access | NinjaOne | 9% | 0% | 15 | accepted challenger | | remote-support-and-remote-access | ConnectWise ScreenConnect | 9% | 25% | 36 | criticized challenger | | remote-support-and-remote-access | RemotePC | 5% | 8% | 13 | accepted challenger | | remote-support-and-remote-access | BeyondTrust Remote Support | 4% | 3% | 29 | accepted challenger | | remote-support-and-remote-access | Chrome Remote Desktop | 4% | 44% | 16 | criticized challenger | | remote-support-and-remote-access | AnyDesk | 0% | 22% | 51 | accepted challenger | | remote-support-and-remote-access | LogMeIn Rescue | 0% | 31% | 13 | criticized challenger | | robotic-process-automation | Microsoft Power Automate | 51% | 6% | 72 | endorsed leader | | robotic-process-automation | UiPath | 33% | 17% | 70 | endorsed leader | | robotic-process-automation | Automation Anywhere | 4% | 11% | 63 | accepted challenger | | robotic-process-automation | Zoho RPA | 0% | 0% | 10 | accepted challenger | | robotic-process-automation | SS&C Blue Prism | 0% | 26% | 19 | criticized challenger | | robotic-process-automation | Blue Prism | 0% | 50% | 24 | criticized challenger | | saas-management-platforms | Torii | 34% | 9% | 56 | endorsed leader | | saas-management-platforms | Zluri | 18% | 22% | 54 | accepted challenger | | saas-management-platforms | Corma | 6% | 0% | 20 | accepted challenger | | saas-management-platforms | Spendflo | 4% | 5% | 19 | accepted challenger | | saas-management-platforms | Cloudeagle | 4% | 8% | 12 | accepted challenger | | saas-management-platforms | Zylo | 4% | 16% | 51 | accepted challenger | | saas-management-platforms | Josys | 2% | 0% | 10 | accepted challenger | | saas-management-platforms | Cledara | 2% | 0% | 13 | accepted challenger | | saas-management-platforms | BetterCloud | 2% | 26% | 42 | criticized challenger | | saas-management-platforms | Trelica | 0% | 0% | 11 | accepted challenger | | saas-management-platforms | 1Password SaaS Manager | 0% | 7% | 15 | accepted challenger | | saas-management-platforms | Vendr | 0% | 9% | 23 | accepted challenger | | saas-management-platforms | Vertice | 0% | 9% | 11 | accepted challenger | | saas-management-platforms | Sastrify | 0% | 18% | 17 | accepted challenger | | saas-management-platforms | Lumos | 0% | 27% | 11 | criticized challenger | | saas-management-platforms | Productiv | 0% | 65% | 20 | criticized challenger | | saas-security-posture-management | Wing Security | 30% | 3% | 31 | endorsed leader | | saas-security-posture-management | Nudge Security | 9% | 0% | 30 | accepted challenger | | saas-security-posture-management | Grip Security | 8% | 9% | 23 | accepted challenger | | saas-security-posture-management | CrowdStrike Falcon Shield | 6% | 23% | 22 | accepted challenger | | saas-security-posture-management | Obsidian Security | 4% | 9% | 32 | accepted challenger | | saas-security-posture-management | AppOmni | 4% | 29% | 42 | criticized challenger | | saas-security-posture-management | Adaptive Shield | 4% | 35% | 20 | criticized challenger | | saas-security-posture-management | Spin.AI | 2% | 0% | 13 | accepted challenger | | saas-security-posture-management | Valence Security | 2% | 8% | 13 | accepted challenger | | saas-security-posture-management | DoControl | 0% | 8% | 13 | accepted challenger | | saas-security-posture-management | Zscaler SSPM | 0% | 40% | 10 | criticized challenger | | sase-platforms | Cato Networks | 35% | 15% | 40 | endorsed leader | | sase-platforms | Cloudflare One | 33% | 13% | 62 | endorsed leader | | sase-platforms | Cato SASE Cloud | 10% | 17% | 18 | accepted challenger | | sase-platforms | Fortinet FortiSASE | 6% | 10% | 58 | accepted challenger | | sase-platforms | Netskope One | 6% | 19% | 42 | accepted challenger | | sase-platforms | Check Point Harmony SASE | 2% | 39% | 18 | criticized challenger | | sase-platforms | Zscaler Zero Trust Exchange | 2% | 43% | 53 | criticized challenger | | sase-platforms | Versa SASE | 0% | 8% | 12 | accepted challenger | | sase-platforms | Cisco | 0% | 20% | 15 | accepted challenger | | sase-platforms | Palo Alto Networks Prisma SASE | 0% | 27% | 44 | criticized challenger | | sase-platforms | Cisco Secure Access | 0% | 29% | 14 | criticized challenger | | sd-wan | Fortinet Secure SD-WAN | 50% | 3% | 64 | endorsed leader | | sd-wan | Cisco Meraki SD-WAN | 19% | 19% | 43 | accepted challenger | | sd-wan | Cisco Catalyst SD-WAN | 10% | 32% | 40 | criticized challenger | | sd-wan | Cato SASE Cloud | 6% | 0% | 27 | accepted challenger | | sd-wan | HPE Aruba EdgeConnect | 4% | 13% | 30 | accepted challenger | | sd-wan | VMware VeloCloud SD-WAN | 4% | 32% | 53 | criticized challenger | | sd-wan | Palo Alto Networks Prisma SD-WAN | 2% | 17% | 35 | accepted challenger | | sd-wan | Versa Secure SD-WAN | 0% | 14% | 22 | accepted challenger | | sd-wan | Cisco | 0% | 20% | 10 | accepted challenger | | sd-wan | FatPipe SD-WAN | 0% | 30% | 10 | criticized challenger | | secrets-management | HashiCorp Vault | 31% | 34% | 77 | criticized default | | secrets-management | Doppler | 29% | 0% | 51 | accepted challenger | | secrets-management | Infisical | 15% | 0% | 43 | accepted challenger | | secrets-management | AWS Secrets Manager | 8% | 10% | 60 | accepted challenger | | secrets-management | Bitwarden Secrets Manager | 3% | 12% | 17 | accepted challenger | | secrets-management | Azure Key Vault | 3% | 13% | 47 | accepted challenger | | secrets-management | SOPS | 2% | 10% | 10 | accepted challenger | | secrets-management | 1Password | 2% | 16% | 25 | accepted challenger | | secrets-management | Akeyless | 0% | 0% | 22 | accepted challenger | | secrets-management | Google Secret Manager | 0% | 10% | 31 | accepted challenger | | secrets-management | CyberArk Conjur | 0% | 17% | 18 | accepted challenger | | secrets-management | CyberArk Secrets Manager | 0% | 18% | 11 | accepted challenger | | secrets-management | OpenBao | 0% | 18% | 11 | accepted challenger | | secure-code-training | SecureFlag | 26% | 2% | 48 | accepted challenger | | secure-code-training | Secure Code Warrior | 18% | 20% | 51 | accepted challenger | | secure-code-training | SafeStack Academy | 12% | 0% | 20 | accepted challenger | | secure-code-training | Security Journey | 4% | 3% | 37 | accepted challenger | | secure-code-training | Snyk Learn | 2% | 0% | 17 | accepted challenger | | secure-code-training | Avatao | 0% | 0% | 17 | accepted challenger | | secure-code-training | Veracode Security Labs | 0% | 11% | 19 | accepted challenger | | security-awareness-training | KnowBe4 | 45% | 18% | 65 | endorsed leader | | security-awareness-training | Hoxhunt | 16% | 2% | 55 | accepted challenger | | security-awareness-training | Wizer | 8% | 0% | 11 | accepted challenger | | security-awareness-training | Huntress Managed Security Awareness Training | 6% | 0% | 20 | accepted challenger | | security-awareness-training | SoSafe | 4% | 0% | 29 | accepted challenger | | security-awareness-training | Proofpoint ZenGuide | 2% | 30% | 46 | criticized challenger | | security-awareness-training | MetaCompliance | 0% | 7% | 15 | accepted challenger | | security-awareness-training | Infosec IQ | 0% | 8% | 13 | accepted challenger | | security-awareness-training | Mimecast Engage | 0% | 17% | 12 | accepted challenger | | security-awareness-training | Arctic Wolf Managed Security Awareness | 0% | 18% | 22 | accepted challenger | | security-awareness-training | Cofense PhishMe | 0% | 26% | 19 | criticized challenger | | server-virtualization-platforms | Proxmox VE | 42% | 4% | 70 | endorsed leader | | server-virtualization-platforms | Microsoft Hyper-V | 17% | 2% | 49 | accepted challenger | | server-virtualization-platforms | Nutanix AHV | 17% | 8% | 48 | accepted challenger | | server-virtualization-platforms | VMware vSphere | 10% | 52% | 58 | criticized challenger | | server-virtualization-platforms | Scale Computing | 2% | 0% | 12 | accepted challenger | | server-virtualization-platforms | XCP-ng | 0% | 5% | 22 | accepted challenger | | server-virtualization-platforms | Red Hat OpenShift Virtualization | 0% | 8% | 12 | accepted challenger | | server-virtualization-platforms | KVM | 0% | 17% | 18 | accepted challenger | | server-virtualization-platforms | Hyper-V | 0% | 25% | 12 | criticized challenger | | server-virtualization-platforms | Citrix Hypervisor | 0% | 50% | 16 | criticized challenger | | siem-platforms | Microsoft Sentinel | 38% | 13% | 62 | endorsed leader | | siem-platforms | Wazuh | 21% | 24% | 21 | accepted challenger | | siem-platforms | Rapid7 InsightIDR | 17% | 6% | 34 | accepted challenger | | siem-platforms | ManageEngine Log360 | 4% | 0% | 16 | accepted challenger | | siem-platforms | Sumo Logic Cloud SIEM | 4% | 6% | 16 | accepted challenger | | siem-platforms | Elastic Security | 4% | 8% | 38 | accepted challenger | | siem-platforms | LogRhythm | 2% | 42% | 24 | criticized challenger | | siem-platforms | Google Security Operations | 0% | 0% | 17 | accepted challenger | | siem-platforms | Exabeam | 0% | 4% | 24 | accepted challenger | | siem-platforms | CrowdStrike Falcon Next-Gen SIEM | 0% | 8% | 13 | accepted challenger | | siem-platforms | Palo Alto Networks Cortex XSIAM | 0% | 8% | 12 | accepted challenger | | siem-platforms | Graylog | 0% | 27% | 11 | criticized challenger | | siem-platforms | IBM QRadar | 0% | 45% | 31 | criticized challenger | | siem-platforms | Securonix Unified Defense SIEM | 0% | 47% | 15 | criticized challenger | | siem-platforms | Splunk Enterprise Security | 0% | 49% | 55 | criticized challenger | | soar-platforms | Tines | 41% | 2% | 48 | endorsed leader | | soar-platforms | Shuffle | 18% | 0% | 16 | accepted challenger | | soar-platforms | Swimlane Turbine | 11% | 0% | 34 | accepted challenger | | soar-platforms | Torq | 8% | 10% | 30 | accepted challenger | | soar-platforms | Cortex XSOAR | 5% | 44% | 61 | criticized challenger | | soar-platforms | Rapid7 InsightConnect | 3% | 17% | 18 | accepted challenger | | soar-platforms | Microsoft Sentinel | 2% | 8% | 39 | accepted challenger | | soar-platforms | Splunk SOAR | 2% | 44% | 61 | criticized challenger | | soar-platforms | FortiSOAR | 0% | 18% | 11 | accepted challenger | | soar-platforms | Google Security Operations SOAR | 0% | 42% | 19 | criticized challenger | | soar-platforms | IBM QRadar SOAR | 0% | 52% | 27 | criticized challenger | | software-composition-analysis | Trivy | 31% | 11% | 27 | endorsed leader | | software-composition-analysis | Snyk Open Source | 16% | 16% | 55 | accepted challenger | | software-composition-analysis | Mend.io | 14% | 19% | 37 | accepted challenger | | software-composition-analysis | OWASP Dependency-Track | 8% | 0% | 21 | accepted challenger | | software-composition-analysis | GitHub Dependabot | 8% | 18% | 17 | accepted challenger | | software-composition-analysis | OWASP Dependency-Check | 8% | 23% | 35 | accepted challenger | | software-composition-analysis | Socket | 2% | 0% | 12 | accepted challenger | | software-composition-analysis | OSV-Scanner | 2% | 0% | 12 | accepted challenger | | software-composition-analysis | GitHub Advanced Security | 2% | 6% | 18 | accepted challenger | | software-composition-analysis | Sonatype Lifecycle | 2% | 9% | 32 | accepted challenger | | software-composition-analysis | Endor Labs | 0% | 0% | 14 | accepted challenger | | software-composition-analysis | Grype | 0% | 0% | 16 | accepted challenger | | software-composition-analysis | Syft | 0% | 0% | 10 | accepted challenger | | software-composition-analysis | FOSSA | 0% | 5% | 19 | accepted challenger | | software-composition-analysis | JFrog Xray | 0% | 8% | 13 | accepted challenger | | software-composition-analysis | Checkmarx SCA | 0% | 20% | 15 | accepted challenger | | software-composition-analysis | Black Duck | 0% | 32% | 38 | criticized challenger | | source-control-hosting | GitHub | 70% | 16% | 83 | endorsed leader | | source-control-hosting | GitLab | 21% | 14% | 81 | accepted challenger | | source-control-hosting | Bitbucket | 4% | 26% | 76 | criticized challenger | | source-control-hosting | Azure Repos | 2% | 0% | 16 | accepted challenger | | source-control-hosting | Gitea | 2% | 15% | 27 | accepted challenger | | source-control-hosting | Azure DevOps | 2% | 27% | 30 | criticized challenger | | source-control-hosting | Forgejo | 0% | 5% | 19 | accepted challenger | | source-control-hosting | Codeberg | 0% | 9% | 11 | accepted challenger | | source-control-hosting | AWS CodeCommit | 0% | 40% | 15 | criticized challenger | | source-control-hosting | SourceForge | 0% | 90% | 10 | criticized challenger | | static-application-security-testing | Semgrep | 36% | 5% | 63 | endorsed leader | | static-application-security-testing | SonarQube | 22% | 18% | 62 | accepted challenger | | static-application-security-testing | Snyk Code | 14% | 2% | 41 | accepted challenger | | static-application-security-testing | Snyk | 8% | 9% | 11 | accepted challenger | | static-application-security-testing | CodeQL | 4% | 11% | 27 | accepted challenger | | static-application-security-testing | GitHub Advanced Security | 2% | 6% | 16 | accepted challenger | | static-application-security-testing | Veracode Static Analysis | 2% | 28% | 39 | criticized challenger | | static-application-security-testing | Checkmarx One | 2% | 45% | 44 | criticized challenger | | static-application-security-testing | Bandit | 0% | 13% | 15 | accepted challenger | | static-application-security-testing | OpenText Fortify | 0% | 36% | 25 | criticized challenger | | streaming-platforms | Confluent Cloud | 39% | 18% | 61 | endorsed leader | | streaming-platforms | Redpanda | 21% | 2% | 51 | accepted challenger | | streaming-platforms | Apache Kafka | 7% | 34% | 53 | criticized challenger | | streaming-platforms | YouTube Live | 4% | 31% | 13 | criticized challenger | | streaming-platforms | Aiven for Apache Kafka | 2% | 0% | 16 | accepted challenger | | streaming-platforms | Amazon MSK | 2% | 10% | 42 | accepted challenger | | streaming-platforms | Apache Pulsar | 2% | 21% | 33 | accepted challenger | | streaming-platforms | Google Cloud Pub/Sub | 2% | 23% | 30 | accepted challenger | | streaming-platforms | Azure Event Hubs | 2% | 24% | 33 | accepted challenger | | streaming-platforms | Amazon Kinesis Data Streams | 2% | 34% | 38 | criticized challenger | | streaming-platforms | RabbitMQ | 0% | 43% | 14 | criticized challenger | | telemetry-pipelines | OpenTelemetry Collector | 37% | 0% | 57 | endorsed leader | | telemetry-pipelines | Cribl Stream | 17% | 6% | 32 | accepted challenger | | telemetry-pipelines | Vector | 12% | 3% | 35 | accepted challenger | | telemetry-pipelines | Grafana Cloud | 8% | 0% | 17 | accepted challenger | | telemetry-pipelines | Prometheus | 3% | 5% | 19 | accepted challenger | | telemetry-pipelines | New Relic | 3% | 11% | 18 | accepted challenger | | telemetry-pipelines | Grafana Loki | 2% | 0% | 15 | accepted challenger | | telemetry-pipelines | Fluent Bit | 2% | 5% | 22 | accepted challenger | | telemetry-pipelines | Jaeger | 2% | 10% | 10 | accepted challenger | | telemetry-pipelines | Datadog | 2% | 54% | 28 | criticized challenger | | telemetry-pipelines | Edge Delta | 0% | 0% | 11 | accepted challenger | | telemetry-pipelines | Grafana | 0% | 7% | 14 | accepted challenger | | telemetry-pipelines | Fluentd | 0% | 27% | 11 | criticized challenger | | telemetry-pipelines | Splunk Observability Cloud | 0% | 62% | 13 | criticized challenger | | third-party-risk-management | UpGuard | 55% | 4% | 57 | endorsed leader | | third-party-risk-management | Vanta | 12% | 15% | 34 | accepted challenger | | third-party-risk-management | Prevalent | 4% | 9% | 22 | accepted challenger | | third-party-risk-management | ProcessUnity | 4% | 24% | 29 | accepted challenger | | third-party-risk-management | Panorays | 2% | 0% | 26 | accepted challenger | | third-party-risk-management | Drata | 2% | 0% | 10 | accepted challenger | | third-party-risk-management | LogicGate | 2% | 10% | 10 | accepted challenger | | third-party-risk-management | Whistic | 0% | 0% | 12 | accepted challenger | | third-party-risk-management | Venminder | 0% | 8% | 24 | accepted challenger | | third-party-risk-management | SecurityScorecard | 0% | 26% | 34 | criticized challenger | | third-party-risk-management | Riskonnect | 0% | 33% | 12 | criticized challenger | | third-party-risk-management | ServiceNow Third-Party Risk Management | 0% | 42% | 12 | criticized challenger | | third-party-risk-management | Bitsight | 0% | 42% | 31 | criticized challenger | | third-party-risk-management | OneTrust Third-Party Risk Management | 0% | 47% | 36 | criticized challenger | | third-party-risk-management | Archer | 0% | 76% | 17 | criticized challenger | | threat-intelligence-platforms | MISP | 12% | 19% | 36 | accepted challenger | | threat-intelligence-platforms | Recorded Future Intelligence Cloud | 12% | 44% | 54 | criticized challenger | | threat-intelligence-platforms | SOCRadar Extended Threat Intelligence | 10% | 13% | 15 | accepted challenger | | threat-intelligence-platforms | Anomali ThreatStream | 10% | 30% | 40 | criticized challenger | | threat-intelligence-platforms | ThreatConnect | 8% | 22% | 37 | accepted challenger | | threat-intelligence-platforms | AlienVault OTX | 5% | 0% | 11 | accepted challenger | | threat-intelligence-platforms | Cyble Vision | 5% | 15% | 13 | accepted challenger | | threat-intelligence-platforms | CrowdStrike Falcon Intelligence | 3% | 5% | 21 | accepted challenger | | threat-intelligence-platforms | Abuse.ch | 2% | 0% | 10 | accepted challenger | | threat-intelligence-platforms | OpenCTI | 2% | 32% | 28 | criticized challenger | | threat-intelligence-platforms | Flashpoint Ignite | 0% | 11% | 18 | accepted challenger | | threat-intelligence-platforms | Google Threat Intelligence | 0% | 18% | 11 | accepted challenger | | threat-intelligence-platforms | CrowdStrike Falcon | 0% | 30% | 10 | criticized challenger | | threat-intelligence-platforms | Mandiant Threat Intelligence | 0% | 47% | 17 | criticized challenger | | time-series-databases | TimescaleDB | 63% | 3% | 70 | endorsed leader | | time-series-databases | InfluxDB | 16% | 19% | 70 | accepted challenger | | time-series-databases | VictoriaMetrics | 8% | 2% | 40 | accepted challenger | | time-series-databases | QuestDB | 4% | 4% | 57 | accepted challenger | | time-series-databases | Prometheus | 2% | 19% | 43 | accepted challenger | | time-series-databases | PostgreSQL | 2% | 58% | 12 | criticized challenger | | time-series-databases | ClickHouse Cloud | 0% | 5% | 41 | accepted challenger | | time-series-databases | Amazon Timestream | 0% | 17% | 18 | accepted challenger | | time-series-databases | TDengine | 0% | 23% | 13 | accepted challenger | | unified-endpoint-management | Microsoft Intune | 39% | 9% | 67 | endorsed leader | | unified-endpoint-management | ManageEngine Endpoint Central | 27% | 11% | 61 | accepted challenger | | unified-endpoint-management | JumpCloud | 5% | 0% | 19 | accepted challenger | | unified-endpoint-management | NinjaOne | 5% | 4% | 28 | accepted challenger | | unified-endpoint-management | Miradore | 5% | 8% | 13 | accepted challenger | | unified-endpoint-management | Jamf | 2% | 12% | 41 | accepted challenger | | unified-endpoint-management | Scalefusion | 0% | 6% | 18 | accepted challenger | | unified-endpoint-management | SOTI MobiControl | 0% | 10% | 10 | accepted challenger | | unified-endpoint-management | Hexnode UEM | 0% | 12% | 24 | accepted challenger | | unified-endpoint-management | IBM MaaS360 | 0% | 18% | 17 | accepted challenger | | unified-endpoint-management | Ivanti Neurons for UEM | 0% | 25% | 32 | criticized challenger | | unified-endpoint-management | Omnissa Workspace ONE | 0% | 36% | 42 | criticized challenger | | vector-databases | pgvector | 35% | 6% | 66 | endorsed leader | | vector-databases | Pinecone | 25% | 26% | 70 | criticized challenger | | vector-databases | Qdrant | 22% | 4% | 70 | accepted challenger | | vector-databases | Chroma | 6% | 31% | 36 | criticized challenger | | vector-databases | Weaviate | 5% | 10% | 67 | accepted challenger | | vector-databases | Milvus | 3% | 20% | 41 | accepted challenger | | vector-databases | MongoDB Atlas Vector Search | 2% | 8% | 12 | accepted challenger | | vector-databases | Redis | 0% | 0% | 10 | accepted challenger | | vector-databases | LanceDB | 0% | 8% | 12 | accepted challenger | | vector-databases | Milvus / Zilliz Cloud | 0% | 25% | 12 | criticized challenger | | video-conferencing | Zoom Workplace | 42% | 23% | 77 | endorsed leader | | video-conferencing | Microsoft | 24% | 15% | 68 | accepted challenger | | video-conferencing | Google Meet | 22% | 16% | 68 | accepted challenger | | video-conferencing | Zoho Meeting | 5% | 0% | 11 | accepted challenger | | video-conferencing | RingCentral | 0% | 0% | 12 | accepted challenger | | video-conferencing | Jitsi Meet | 0% | 6% | 18 | accepted challenger | | video-conferencing | WebEx | 0% | 8% | 12 | accepted challenger | | video-conferencing | Cisco Webex | 0% | 24% | 37 | accepted challenger | | video-conferencing | GoToMeeting | 0% | 45% | 11 | criticized challenger | | virtual-desktops | Azure Virtual Desktop | 22% | 15% | 41 | accepted challenger | | virtual-desktops | Microsoft Azure Virtual Desktop | 16% | 4% | 25 | accepted challenger | | virtual-desktops | Amazon WorkSpaces | 10% | 15% | 61 | accepted challenger | | virtual-desktops | V2 Cloud | 9% | 0% | 23 | accepted challenger | | virtual-desktops | Windows 365 | 9% | 3% | 32 | accepted challenger | | virtual-desktops | Nerdio Manager | 9% | 6% | 18 | accepted challenger | | virtual-desktops | Citrix DaaS | 7% | 29% | 66 | criticized challenger | | virtual-desktops | Parallels RAS | 2% | 0% | 13 | accepted challenger | | virtual-desktops | VMware Horizon | 0% | 26% | 27 | criticized challenger | | virtual-desktops | Omnissa Horizon | 0% | 39% | 18 | criticized challenger | | vulnerability-management-platforms | Rapid7 InsightVM | 30% | 19% | 63 | accepted challenger | | vulnerability-management-platforms | Tenable Vulnerability Management | 16% | 30% | 61 | criticized challenger | | vulnerability-management-platforms | Intruder | 11% | 0% | 26 | accepted challenger | | vulnerability-management-platforms | Qualys VMDR | 9% | 26% | 65 | criticized challenger | | vulnerability-management-platforms | ManageEngine Vulnerability Manager Plus | 7% | 10% | 29 | accepted challenger | | vulnerability-management-platforms | Vicarius vRx | 4% | 0% | 11 | accepted challenger | | vulnerability-management-platforms | Microsoft Defender Vulnerability Management | 4% | 13% | 23 | accepted challenger | | vulnerability-management-platforms | Tenable Nessus | 4% | 30% | 23 | criticized challenger | | vulnerability-management-platforms | OpenVAS | 4% | 31% | 16 | criticized challenger | | vulnerability-management-platforms | Wiz | 0% | 17% | 12 | accepted challenger | | web-application-firewalls | Cloudflare WAF | 69% | 7% | 67 | endorsed leader | | web-application-firewalls | ModSecurity | 8% | 54% | 26 | criticized challenger | | web-application-firewalls | AWS WAF | 4% | 20% | 54 | accepted challenger | | web-application-firewalls | Radware Cloud WAF | 2% | 17% | 12 | accepted challenger | | web-application-firewalls | Sucuri WAF | 0% | 6% | 17 | accepted challenger | | web-application-firewalls | Fastly Next-Gen WAF | 0% | 9% | 22 | accepted challenger | | web-application-firewalls | Fortinet FortiWeb | 0% | 10% | 10 | accepted challenger | | web-application-firewalls | Imperva Cloud WAF | 0% | 19% | 43 | accepted challenger | | web-application-firewalls | Akamai App & API Protector | 0% | 23% | 30 | accepted challenger | | web-application-firewalls | F5 BIG-IP Advanced WAF | 0% | 24% | 21 | accepted challenger | | web-application-firewalls | Azure WAF | 0% | 31% | 16 | criticized challenger | | website-and-synthetic-monitoring | UptimeRobot | 24% | 26% | 53 | criticized challenger | | website-and-synthetic-monitoring | Better Stack | 22% | 7% | 43 | accepted challenger | | website-and-synthetic-monitoring | Pingdom | 7% | 13% | 39 | accepted challenger | | website-and-synthetic-monitoring | Uptime.com | 7% | 16% | 25 | accepted challenger | | website-and-synthetic-monitoring | Datadog Synthetic Monitoring | 7% | 34% | 44 | criticized challenger | | website-and-synthetic-monitoring | Checkly | 6% | 0% | 19 | accepted challenger | | website-and-synthetic-monitoring | Hyperping | 6% | 0% | 19 | accepted challenger | | website-and-synthetic-monitoring | Uptime Kuma | 4% | 0% | 19 | accepted challenger | | website-and-synthetic-monitoring | Site24x7 | 4% | 4% | 28 | accepted challenger | | website-and-synthetic-monitoring | New Relic Synthetics | 2% | 21% | 29 | accepted challenger | | website-and-synthetic-monitoring | StatusCake | 0% | 0% | 19 | accepted challenger | | website-and-synthetic-monitoring | Dynatrace | 0% | 47% | 19 | criticized challenger | | workflow-orchestration | Prefect | 21% | 5% | 55 | accepted challenger | | workflow-orchestration | Apache Airflow | 17% | 31% | 65 | criticized challenger | | workflow-orchestration | Dagster | 14% | 8% | 50 | accepted challenger | | workflow-orchestration | n8n | 14% | 14% | 28 | accepted challenger | | workflow-orchestration | Make | 12% | 26% | 27 | criticized challenger | | workflow-orchestration | Workato | 5% | 33% | 18 | criticized challenger | | workflow-orchestration | Kestra | 3% | 11% | 19 | accepted challenger | | workflow-orchestration | Zapier | 3% | 50% | 32 | criticized challenger | | workflow-orchestration | Temporal | 2% | 7% | 30 | accepted challenger | | workflow-orchestration | Microsoft Power Automate | 2% | 12% | 16 | accepted challenger | | workflow-orchestration | Astronomer Astro | 0% | 6% | 16 | accepted challenger | | workflow-orchestration | Camunda | 0% | 11% | 19 | accepted challenger | | workflow-orchestration | Argo Workflows | 0% | 14% | 22 | accepted challenger | | workflow-orchestration | AWS Step Functions | 0% | 22% | 18 | accepted challenger | | workforce-identity-and-sso | Microsoft Entra ID | 46% | 9% | 67 | endorsed leader | | workforce-identity-and-sso | Okta Workforce Identity | 23% | 32% | 72 | criticized challenger | | workforce-identity-and-sso | OneLogin | 20% | 12% | 41 | accepted challenger | | workforce-identity-and-sso | JumpCloud | 9% | 7% | 44 | accepted challenger | | workforce-identity-and-sso | IBM Verify | 0% | 0% | 12 | accepted challenger | | workforce-identity-and-sso | CyberArk Identity | 0% | 6% | 18 | accepted challenger | | workforce-identity-and-sso | ForgeRock Identity Platform | 0% | 21% | 14 | accepted challenger | | workforce-identity-and-sso | Ping Identity | 0% | 23% | 35 | accepted challenger | | zero-trust-network-access | Twingate | 39% | 2% | 44 | endorsed leader | | zero-trust-network-access | Cloudflare One | 38% | 4% | 56 | endorsed leader | | zero-trust-network-access | Cato Networks | 6% | 0% | 14 | accepted challenger | | zero-trust-network-access | OpenVPN CloudConnexa | 3% | 0% | 11 | accepted challenger | | zero-trust-network-access | NordLayer | 3% | 11% | 18 | accepted challenger | | zero-trust-network-access | Zscaler Private Access | 3% | 45% | 51 | criticized challenger | | zero-trust-network-access | Tailscale | 2% | 24% | 25 | accepted challenger | | zero-trust-network-access | Check Point Harmony SASE | 2% | 33% | 30 | criticized challenger | | zero-trust-network-access | Netskope Private Access | 2% | 36% | 25 | criticized challenger | | zero-trust-network-access | Fortinet Universal ZTNA | 0% | 29% | 17 | criticized challenger | | zero-trust-network-access | Palo Alto Networks Prisma Access | 0% | 42% | 26 | criticized challenger | ## Treatment of lab-affiliated products by model Self-preference is only measurable with a control group: how the lab's own model treats its products compared with how every other model treats the same products. have no products in the covered categories with enough labels to measure, so nothing is claimed about them. **Anthropic products** (6 products, 74 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | Claude | 2/0/2 | 0/1/1 | 1/1/2 | 1/1/2 | 3/0/3 | 2/0/2 | 4/0/4 | 1/2/3 | 1/0/1 | 3/0/3 | 1/0/1 | 1/1/2 | 1/0/1 | 1/2/3 | | Claude Code | 1/1/2 | 1/0/1 | 2/1/3 | 2/0/2 | 2/0/2 | 1/1/2 | 4/0/4 | 2/0/2 | 2/0/2 | 1/0/1 | 1/0/1 | 3/0/3 | 1/1/2 | 1/2/3 | | Anthropic Claude Enterprise | | | 1/0/1 | | 1/0/1 | 1/0/1 | | 0/1/1 | | | | 1/0/1 | | 2/0/2 | | Anthropic | | | 0/1/1 | | | 0/1/1 | | | 1/0/1 | | | | | 0/1/1 | | Claude for Work | | | 1/0/1 | | | | | | | | | | | 1/0/1 | | Claude for Enterprise | 1/0/1 | | | | | | | | | | | | | | Mean label weight on Anthropic products: Claude Haiku 4.5 +0.80 over 5 labels; the other 13 models +0.72 over 69 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. **OpenAI products** (6 products, 78 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | ChatGPT | 1/2/3 | 3/1/4 | 2/2/4 | 2/2/4 | 5/1/6 | 3/0/3 | 4/1/5 | 3/1/4 | 2/1/3 | 6/1/7 | 3/1/4 | 2/1/3 | 4/0/4 | 2/1/3 | | OpenAI | | 1/0/1 | 0/1/1 | | 0/1/1 | 0/1/1 | 0/1/1 | | | | | 0/1/1 | 0/1/1 | 0/1/1 | | OpenAI Codex | | 1/0/1 | | | | | 2/0/2 | 1/0/1 | | | 0/1/1 | | 1/0/1 | 1/1/2 | | OpenAI ChatGPT Enterprise | | | 1/0/1 | | | | | | | | | | | 1/0/1 | | OpenAI's ChatGPT Enterprise | | | | | | 1/0/1 | | 0/1/1 | | | | | | | | ChatGPT Team or Enterprise | | | 1/0/1 | | | | | | | | | | | | Mean label weight on OpenAI products: GPT-5.4 mini, GPT-6 Luna +1.42 over 12 labels; the other 12 models +0.56 over 66 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. **Google products** (101 products, 1349 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | Apigee | 6/2/8 | 6/1/7 | 2/7/9 | 6/1/7 | 5/7/12 | 4/2/6 | 4/5/9 | 5/0/5 | 6/3/9 | 3/3/6 | 7/1/8 | 4/0/4 | 4/1/5 | 5/3/8 | | Google Cloud | 3/1/4 | 5/4/9 | 4/2/6 | 2/2/4 | 5/4/9 | 7/2/9 | 4/1/5 | 2/0/2 | 6/1/7 | 7/1/8 | 4/0/4 | 6/2/8 | 7/2/9 | 3/2/5 | | Google BigQuery | 5/1/6 | 7/0/7 | 6/1/7 | 3/1/4 | 5/1/6 | 6/1/7 | 6/1/7 | 3/1/4 | 6/1/7 | 5/2/7 | 6/1/7 | 5/1/6 | 5/1/6 | 5/1/6 | | Google Kubernetes Engine | 3/2/5 | 6/0/6 | 6/0/6 | 4/1/5 | 4/2/6 | 5/1/6 | 5/1/6 | 1/0/1 | 4/1/5 | 6/0/6 | 5/1/6 | 6/0/6 | 5/1/6 | 4/1/5 | | Google Meet | 4/0/4 | 4/1/5 | 5/1/6 | 2/2/4 | 4/2/6 | 4/1/5 | 4/1/5 | 2/0/2 | 5/1/6 | 5/1/6 | 4/0/4 | 6/0/6 | 4/1/5 | 4/0/4 | | Google Password Manager | 4/1/5 | 3/0/3 | 4/2/6 | 2/2/4 | 4/1/5 | 4/1/5 | 4/0/4 | 4/0/4 | 3/0/3 | 5/1/6 | 3/0/3 | 5/1/6 | 6/0/6 | 4/2/6 | | Google Cloud SQL | 5/1/6 | 4/1/5 | 4/1/5 | 5/1/6 | 5/1/6 | 4/0/4 | 5/0/5 | 1/0/1 | 5/0/5 | 4/1/5 | 5/0/5 | 4/0/4 | 3/1/4 | 4/1/5 | | Google Vertex AI | 3/1/4 | 4/0/4 | 4/2/6 | 3/1/4 | 4/1/5 | 3/1/4 | 6/1/7 | 0/1/1 | 4/1/5 | 6/0/6 | 1/0/1 | 3/1/4 | 3/0/3 | 4/1/5 | | Google Cloud Storage | 4/0/4 | 2/0/2 | 2/3/5 | 2/0/2 | 2/3/5 | 4/1/5 | 4/0/4 | 2/0/2 | 2/0/2 | 4/0/4 | 2/2/4 | 3/1/4 | 3/0/3 | 1/2/3 | | Google Cloud DNS | 3/1/4 | 2/0/2 | 1/1/2 | | 5/1/6 | 2/0/2 | 3/0/3 | 2/0/2 | 3/1/4 | 5/0/5 | 3/0/3 | 2/0/2 | 2/0/2 | 3/0/3 | | Google Artifact Registry | 2/0/2 | 1/0/1 | 6/0/6 | 1/0/1 | 4/0/4 | 3/0/3 | 3/1/4 | 2/0/2 | 4/0/4 | 3/0/3 | 2/0/2 | 2/0/2 | 2/0/2 | 2/0/2 | | Google Authenticator | 2/1/3 | 1/0/1 | 0/1/1 | 0/2/2 | 3/1/4 | 1/1/2 | 1/3/4 | 0/1/1 | 1/3/4 | 1/0/1 | 2/1/3 | 2/1/3 | 1/0/1 | 0/2/2 | | Google Secret Manager | 0/1/1 | 2/0/2 | 5/0/5 | 2/1/3 | 4/1/5 | 2/0/2 | 3/0/3 | | 2/0/2 | 1/0/1 | 2/0/2 | 1/0/1 | 2/0/2 | 3/0/3 | | Google Gemini | | 4/0/4 | 2/1/3 | 0/2/2 | 2/0/2 | 1/0/1 | 2/2/4 | 0/1/1 | 1/1/2 | 1/0/1 | 1/1/2 | | 3/0/3 | 4/3/7 | | Google Security Operations | 2/0/2 | 3/0/3 | 1/0/1 | 1/0/1 | 2/0/2 | 1/0/1 | 5/0/5 | | 1/0/1 | 4/0/4 | | 3/0/3 | 3/0/3 | 2/0/2 | | Google Cloud Armor | | 1/0/1 | 2/1/3 | 1/0/1 | 1/1/2 | 1/0/1 | 1/0/1 | 1/0/1 | | 4/0/4 | 1/0/1 | 4/0/4 | 2/0/2 | 0/2/2 | | Google Document AI | 0/1/1 | 1/0/1 | 1/1/2 | | 4/0/4 | 2/0/2 | 2/1/3 | | 1/0/1 | 1/0/1 | 2/0/2 | 2/0/2 | 3/0/3 | 1/0/1 | | Google Cloud CDN | 3/0/3 | 1/0/1 | 1/1/2 | 1/0/1 | 3/0/3 | 1/0/1 | 1/1/2 | 1/0/1 | | | 2/1/3 | 2/0/2 | 1/0/1 | 2/0/2 | | Google Security Operations SOAR | 1/0/1 | 1/1/2 | | 2/0/2 | 1/0/1 | 2/1/3 | | 1/1/2 | | 1/1/2 | | 1/1/2 | 1/1/2 | 0/2/2 | | Google Cloud Load Balancing | 4/0/4 | | 1/0/1 | | 1/0/1 | 2/0/2 | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | 2/0/2 | 2/0/2 | 1/0/1 | 1/0/1 | | Mandiant Threat Intelligence | 1/0/1 | | 0/2/2 | 0/1/1 | 1/2/3 | 0/1/1 | 1/1/2 | 0/1/1 | | 1/0/1 | 1/0/1 | 3/0/3 | | 1/0/1 | | Google Voice | 1/1/2 | | | 2/0/2 | 2/0/2 | 1/0/1 | 1/0/1 | | 1/0/1 | 1/1/2 | 1/0/1 | 3/0/3 | 1/0/1 | 1/0/1 | | Google Vault | 1/0/1 | 1/0/1 | 2/1/3 | 1/1/2 | 1/0/1 | 1/0/1 | 1/0/1 | | | 2/1/3 | 1/0/1 | 2/0/2 | 1/0/1 | | | Google Cloud Dataflow | 2/0/2 | | | 1/0/1 | 1/0/1 | 1/0/1 | 2/0/2 | | 1/0/1 | 2/0/2 | 2/1/3 | 2/0/2 | 1/0/1 | | | Google Workspace | 0/1/1 | | 1/1/2 | 0/1/1 | 0/1/1 | 1/0/1 | 1/0/1 | | 1/0/1 | | 1/0/1 | | 3/0/3 | 1/1/2 | | Google Cloud Billing | | | 1/1/2 | | 1/0/1 | 1/0/1 | 1/0/1 | | | 3/0/3 | 1/0/1 | 2/1/3 | | 1/1/2 | | Google Security Command Center | | 1/0/1 | 0/1/1 | | 1/1/2 | | 1/0/1 | | 0/1/1 | 1/1/2 | | 2/0/2 | 3/0/3 | | | Firebase Crashlytics | 2/0/2 | | 2/0/2 | 2/0/2 | 1/0/1 | | | | 2/0/2 | 1/0/1 | | 1/0/1 | | 1/0/1 | | Google Colab | 1/0/1 | | 1/0/1 | 1/0/1 | 2/0/2 | | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | 2/0/2 | | | 1/0/1 | | Google Cloud Spanner | | 1/0/1 | 2/1/3 | | 1/0/1 | 1/0/1 | 0/1/1 | | 1/1/2 | 0/1/1 | 1/0/1 | | 0/1/1 | | | Firebase Authentication | | | 0/1/1 | | 1/0/1 | | 0/1/1 | | 2/0/2 | 1/1/2 | 1/0/1 | | 1/1/2 | 1/0/1 | | Google Cloud Deployment Manager | 1/0/1 | | 0/1/1 | | 1/0/1 | 2/0/2 | 1/1/2 | | | | 0/1/1 | 1/0/1 | 0/1/1 | 0/1/1 | | Google Cloud Firestore | 2/0/2 | 1/0/1 | 1/0/1 | 1/0/1 | | 1/0/1 | | | 1/0/1 | 2/0/2 | | 1/0/1 | 1/0/1 | | | Google Threat Intelligence | 1/0/1 | | 1/0/1 | 1/1/2 | 1/0/1 | | 1/1/2 | | 1/0/1 | 1/0/1 | | | 1/0/1 | 1/0/1 | | Google Cloud Identity | | 1/0/1 | | 0/1/1 | 1/0/1 | | 1/0/1 | | 1/0/1 | 1/0/1 | | 1/0/1 | 2/1/3 | | | Google Cloud Cost Management | 2/1/3 | 2/0/2 | | | | 1/0/1 | 1/0/1 | | | | | 1/0/1 | 1/0/1 | | | Mandiant Attack Surface Management | | | | 2/0/2 | | 1/0/1 | 0/1/1 | | | 1/0/1 | | 2/0/2 | | 1/0/1 | | Google Drive | 1/0/1 | 1/0/1 | 0/1/1 | 0/1/1 | 0/1/1 | 0/1/1 | | | | | | 1/1/2 | | | | Google Cloud Composer | | | | | 1/0/1 | 1/0/1 | 1/0/1 | | 1/0/1 | 0/1/1 | 1/0/1 | | | 1/1/2 | | GCP | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | | | | | 0/1/1 | | | | Gemini Code Assist | | 1/0/1 | | 1/0/1 | 2/0/2 | 1/0/1 | | | | | 1/0/1 | | 2/0/2 | | | Google Gemini for Workspace | 1/0/1 | | | 1/0/1 | 1/0/1 | | | | | 1/0/1 | | 2/0/2 | 1/0/1 | | | Google Cloud Backup and DR Service | 2/0/2 | 1/0/1 | | | | 1/0/1 | | | | | 1/0/1 | 1/0/1 | | | | Google Public DNS | 0/1/1 | | | | | | 0/1/1 | | | | 0/1/1 | 0/1/1 | 0/1/1 | 0/1/1 | | Mandiant | 1/0/1 | | 0/1/1 | 0/1/1 | 0/1/1 | | | | | 1/0/1 | | | | | | Google Workspace 2-Step Verification | 1/0/1 | | 2/0/2 | | | | | | 0/1/1 | | | | 1/0/1 | | | Google Cloud Data Catalog | 1/0/1 | | | | | | 1/1/2 | 1/0/1 | | 0/1/1 | | | | | | Google Container Registry | | 1/0/1 | 0/1/1 | | | 0/1/1 | | 0/1/1 | | | | 0/1/1 | | | | Google Chrome Enterprise Core | | | 1/0/1 | | 1/0/1 | | | | 1/0/1 | 1/0/1 | | | | 1/0/1 | | Google Cloud Bigtable | | | 1/0/1 | | | 1/0/1 | 0/1/1 | | | | 1/0/1 | | | | | Google Cloud Workflows | 1/1/2 | | 1/0/1 | | | | | | | 0/1/1 | | | | | | Google Sheets | | | 1/0/1 | | | | | | 2/0/2 | 1/0/1 | | | | | | Google Cloud Operations | | | | | | 1/0/1 | | | | | | 1/1/2 | | | | Google Cloud Monitoring | 1/0/1 | | | | | | | 1/0/1 | | | | | | 1/0/1 | | Google Cloud API Gateway | | 0/1/1 | | | | | 1/0/1 | | | 0/1/1 | | | | | | Google Cloud Build | | | | | | | | | | 2/0/2 | 1/0/1 | | | | | Google Kubernetes Engine Enterprise | | 1/0/1 | | | 0/1/1 | | | | | | 1/0/1 | | | | | Google Antigravity | | | | | | | | | | | | | 1/1/2 | 1/0/1 | | Google Cloud Load Balancer | 1/0/1 | | | 1/0/1 | | | | | | | | | | 1/0/1 | | Google Workspace DLP | | | 1/1/2 | | | | | | | | | | | | | Google Hosted Libraries | | | | | | | | | 0/1/1 | | | | | 0/1/1 | | Google Cloud Source Repositories | | | | | | | | | | | | | 0/1/1 | 0/1/1 | | Firebase Remote Config | | | | | | | | | | | | 1/0/1 | 1/0/1 | | | Firebase | 1/0/1 | | | | | 1/0/1 | | | | | | | | | | Gemini Enterprise Agent Platform | | | | | | | | 1/0/1 | | | 0/1/1 | | | | | Google Cloud AutoML | | | | | | | | | 1/0/1 | | | 1/0/1 | | | | Google AutoML | | | | | | 1/0/1 | | | | 1/0/1 | | | | | | Google DLP API | | | | | | | | | | | | 1/0/1 | | 1/0/1 | | Google Dataplex | | | | | | 1/0/1 | | | 1/0/1 | | | | | | | Google Cloud Knowledge Catalog | | | | | | | | | | | | | 1/0/1 | 0/1/1 | | Google's Gemini Enterprise | | | | | | 1/0/1 | | 0/1/1 | | | | | | | | Google Cloud Certificate Authority Service | | | | | 1/0/1 | 1/0/1 | | | | | | | | | | Google Workspace Security Checklist | | | | | | 1/0/1 | | | | 1/0/1 | | | | | | Google Titan | | | | | | | | | | | 1/0/1 | | | | | Google Cloud Container Security | | | | | 0/1/1 | | | | | | | | | | | Google Cloud Infrastructure Manager | | | | | | | | 1/0/1 | | | | | | | | Google Cloud Logging | | | 0/1/1 | | | | | | | | | | | | | Google Code | | | | | | | | | | 0/1/1 | | | | | | Google Analytics | | | | | | | | | 0/1/1 | | | | | | | Firebase Realtime Database | | | | 1/0/1 | | | | | | | | | | | | Google Cloud Managed Service for Apache Kafka | | | | | | | | | | | | | 1/0/1 | | | Google BigQuery ML | | | 1/0/1 | | | | | | | | | | | | | Google AlloyDB for PostgreSQL | | | | | | | | | | | | | 0/1/1 | | | Google Cloud Datastore | | | | | | | 1/0/1 | | | | | | | | | Google BeyondCorp Enterprise | | | | | | | | | | | | | | 1/0/1 | | Google Endpoint Management | | | | | | | | | | | | | 0/1/1 | | | Google Voice for Workspace | | | 1/0/1 | | | | | | | | | | | | | Google Cloud Dataplex | | | | | | | | | 0/1/1 | | | | | | | Google Workspace with Gemini | | | | | | | | | | | | | 1/0/1 | | | Google Workspace Gemini | | | | | | | | | | | 1/0/1 | | | | | Google Duet AI | | | | | | 1/0/1 | | | | | | | | | | Google Workspace AI | | | | | | | | | | | | 1/0/1 | | | | Google Cloud Certificate Manager | | | | | | 1/0/1 | | | | | | | | | | Google DNS | | | | | | | | | | | | 1/0/1 | | | | Google Cloud Application Load Balancer | | | | | | | | | | | | | 1/0/1 | | | Google Docs | | | | 0/1/1 | | | | | | | | | | | | Google Cloud Virtual Desktops | | | | | | | 1/0/1 | | | | | | | | | Google Chronicle | | | | | | | | | 1/0/1 | | | | | | | Google Cloud Model Armor | | | | | | | | | | | | | 1/0/1 | | | Google Alerts | | | | | | | 1/0/1 | | | | | | | | | Google Cloud IoT Core | | | | | | | | | | | 1/0/1 | | | | Mean label weight on Google products: Gemini 3.5 Flash +0.60 over 117 labels; the other 13 models +1.01 over 1232 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. ## Discontinued products recommended None in this run. ## Normalization Unresolved, 3020 labels counted under the raw name, for human review: Dremio in data-virtualization (34), IBM Apptio in it-financial-management (24), Varonis Platform in insider-risk-management (4), Armis Platform in ot-and-iot-security (2), Check Point Software in ai-security-platforms (2), Cisco Catalyst in data-center-networking (2), CodeAnt.ai in static-application-security-testing (2), NETSCOUT Arbor Cloud in ddos-protection (2), Pega Platform in robotic-process-automation (2), Shield in communications-archiving-and-compliance (2), Snipe IT in it-asset-management (2), SolarWinds Orion Platform in network-monitoring-and-management (2), Vectra AI Platform in network-detection-and-response (2), "Booter" or "stresser" services in ddos-protection (1), "VeloCloud SASE secured by Symantec" in sd-wan (1), 114DNS in dns-filtering (1), 11:11 Systems in colocation-providers (1), 12Port in microsegmentation (1), 3CX self-hosted in business-phone-systems (1), 3store / 4store in nosql-databases (1), 8x8 Express in business-phone-systems (1), 911.re in proxy-networks (1), 9Proxy in proxy-networks (1), 9proxy.com in proxy-networks (1), ABACUS in enterprise-architecture-tools (1), ACA Group (ComplianceAlpha) in communications-archiving-and-compliance (1), ACI in data-center-networking (1), ACME Protocol + Let's Encrypt in certificate-lifecycle-management (1), ADManager Plus in identity-governance (1), ADOIT Grow in enterprise-architecture-tools (1), ADONIS CE in enterprise-architecture-tools (1), AI Gateway for IBM API Connect in llm-gateways-and-observability (1), AI Hive in enterprise-ai-assistants (1), AI SOC Agent on AWS Marketplace in ai-soc-agents (1), AI-gateway by GitLab in llm-gateways-and-observability (1), AIM (Agent Identity Management) in non-human-identity-management (1), AIM - Agent Identity Management, opena2a.org in non-human-identity-management (1), AIP Unified Labeling add-in for Office in microsoft-365-management (1), AKIPS in network-monitoring-and-management (1), AKS Free tier in managed-kubernetes-platforms (1), ALTR in data-masking-and-test-data (1), APC InfraStruXure Center in data-center-infrastructure-management (1), API Logic in llm-gateways-and-observability (1), APP SHIELDING in application-shielding (1), APPSeCONNECT in api-management (1), ARMO in container-and-kubernetes-security (1), ARPHost, LLC in colocation-providers (1), AT&T Synapse in business-phone-systems (1), AVX ONE CLM in certificate-lifecycle-management (1), AWMProxy in proxy-networks (1), AWS ... API Gateway in api-gateways (1), AWS API Gateway with AWS Shield in api-security-platforms (1), AWS Activate in cloud-hosting (1), AWS Application Load Balancers (ALB) in load-balancers (1), AWS Aurora Global in managed-relational-databases (1), AWS Aurora MySQL in managed-relational-databases (1), AWS Aurora Serverless (v2) in managed-relational-databases (1), AWS Bicep in infrastructure-as-code (1), AWS Bot Control in web-application-firewalls (1), AWS Business Continuity in business-continuity-management (1), AWS CloudTrail masking in data-masking-and-test-data (1), AWS Data Governance Catalog / Lake Formation + Glue in data-catalogs-and-governance (1), AWS Data Sync / AWS Glue in data-masking-and-test-data (1), AWS DataZone in data-catalogs-and-governance (1), AWS Database Migration Service / Amazon Athena (Federated Querying) in data-virtualization (1), AWS Direct Connect in data-center-networking (1), AWS Disaster Recovery (DRS) in backup-and-disaster-recovery (1), AWS EBS in enterprise-storage-systems (1), AWS EKS Auto Mode in managed-kubernetes-platforms (1), AWS End User Messaging in communications-apis (1), AWS Gateway Load Balancer (GWLB) in load-balancers (1), AWS Glacier Deep Archive in object-storage (1), AWS IAM Identity Center in privileged-access-management (1), AWS Lambda in etl-and-elt (1), AWS Lambda Powertools (Python data masking) in data-masking-and-test-data (1), AWS Lambda Powertools for Python in data-masking-and-test-data (1), AWS Marketplace AI SOC Agent in ai-soc-agents (1), AWS NLB in load-balancers (1), AWS RDS with Oracle Licensing in managed-relational-databases (1), AWS REST in api-gateways (1), AWS S3 Standard-IA (Infrequent Access) in object-storage (1), AWS SNS in communications-apis (1), AWS Timestream LiveAnalytics in time-series-databases (1), AWS WAF basic rules in bot-management (1), AWS native snapshots in backup-and-disaster-recovery (1), AWS's own Config service in cloud-security-posture-management (1), AWS-native cost management plus Cloud Intelligence Dashboards (CUDOS/CID) in cloud-cost-management (1), Aave in digital-employee-experience (1), Absolute Security in unified-endpoint-management (1), Acalvio 360 Deception in deception-technology (1), Acceldata Data Observability Cloud (ADOC) in data-quality-and-observability (1), AccuWeb in cloud-hosting (1), Accutive DM in data-masking-and-test-data (1), AceDB in nosql-databases (1), Acronis Cyber Cloud in backup-and-disaster-recovery (1), Acronis Cyber Protect Home Office in backup-and-disaster-recovery (1), Actian in data-virtualization (1), Actian PDW in data-virtualization (1), Actiance Vantage in communications-archiving-and-compliance (1), Actifio Virtual Data Pipeline (VDP) in data-virtualization (1), ActionEDI in edi-platforms (1), ActiveMQ Classic in streaming-platforms (1), Activeloop in vector-databases (1), Actual in it-financial-management (1), Acu in dynamic-application-security-testing (1), Adaptiv Enterprise Connect in sd-wan (1), Adaptive Security AI Governance in ai-security-platforms (1), Adeptia in api-gateways (1), Adeptia in edi-platforms (1), Adgigy in remote-monitoring-and-management (1), Adlumin in identity-threat-detection-and-response (1), Adobe in digital-employee-experience (1), Adobe Analytics in error-and-crash-monitoring (1), Adobe Connect in streaming-platforms (1), Adobe Real-Time CDP in master-data-management (1), Advanced Host Monitor in infrastructure-monitoring (1), Advanced IP Scanner in it-asset-management (1), Aegis in multi-factor-authentication (1), Aekyam in edi-platforms (1), Aequitas in ai-governance-platforms (1), Aesto, LLC in communications-archiving-and-compliance (1), Agent Identity Management (AIM) in non-human-identity-management (1), Agentforce in enterprise-ai-assistants (1), AiSDR in enterprise-ai-assistants (1), AiSensy in communications-apis (1), Aimultiple in proxy-networks (1), Air Canada's chatbot in ai-it-support-agents (1), AirMDR in managed-detection-and-response (1), Akamai App & API Protector / Site Defender in web-application-firewalls (1), Akamai DDI in ddi-and-ipam (1), Akamai DNS / ADHS in managed-dns (1), Akamai Identity Protection in identity-threat-detection-and-response (1), Akamai Ion / Kona in web-application-firewalls (1), AktivTrak in insider-risk-management (1), Akto API Security in api-security-platforms (1), Alcatel-Lucent / Lucent in sd-wan (1), Alcatel-Lucent OmniVista in ddi-and-ipam (1), Alert Software in communications-archiving-and-compliance (1), Alertmanager in observability-platforms (1), Algorithm Dex in digital-employee-experience (1), Alibaba Cloud DataWorks desensitization in data-masking-and-test-data (1), Alibaba Cloud OSS in object-storage (1), Aligned in colocation-providers (1), Allo in business-phone-systems (1), Altenia in ai-governance-platforms (1), Altios ITFM in it-financial-management (1), Amazon B2B Data Interchange in edi-platforms (1), Amazon CodeWhisperer → Amazon Q Developer in ai-coding-assistants (1), Amazon ECR Public in artifact-and-container-registries (1), Amazon ECR Public Gallery (gallery.ecr.aws) in artifact-and-container-registries (1), Amazon ECR scanning with Amazon Inspector in container-and-kubernetes-security (1), Amazon EKS Auto Mode in managed-kubernetes-platforms (1), Amazon Elastic Kubernetes Service - EKS in managed-kubernetes-platforms (1), Amazon Inspector + AWS Security Hub in container-and-kubernetes-security (1), Amazon Lex in enterprise-ai-assistants (1), Amazon Lightsail Managed Databases in managed-relational-databases (1), Amazon RDS for MySQL 5.7 or 8.0 in managed-relational-databases (1), Amazon SNS in communications-apis (1), Amazon SageMaker AI governance tools in ai-governance-platforms (1), Amazon Web Services (AWS) RDS in managed-relational-databases (1), Amplitude's Experiment in feature-flags (1), Analog & Cronolog in log-management (1), Anchore Open Source (Syft + Grype) in container-and-kubernetes-security (1), Anchore Open Source Dependency Scanner in software-composition-analysis (1), Andesite AI in ai-soc-agents (1), Android in application-shielding (1), Android APK Protector in application-shielding (1), Anomali STAXX in threat-intelligence-platforms (1), Anomali ThreatStream AI Professional in threat-intelligence-platforms (1), Anomali ThreatStream Next-Gen in threat-intelligence-platforms (1), Anonymizer in data-masking-and-test-data (1), Ansible Core in infrastructure-as-code (1), AntWorks RPA in robotic-process-automation (1), Anthropic's safety features in ai-security-platforms (1), Anubis in bot-management (1), AnySecura Insider Risk Management in insider-risk-management (1), AnyViewer (Free) in remote-support-and-remote-access (1), AnythingLLM in ai-it-support-agents (1), Aona AI's Governance Templates in ai-governance-platforms (1), Apache Atlas-based ecosystems in data-catalogs-and-governance (1), Apache Axis (SOAP-based) in api-gateways (1), Apache Calcite in data-virtualization (1), Apache Griffin in data-quality-and-observability (1), Apache HTTP Server (`mod_proxy_balancer`) in load-balancers (1), Apache Heron in streaming-platforms (1), Apache Iceberg in data-warehouses (1), Apache JMeter in api-security-platforms (1), Apache Maven repository in artifact-and-container-registries (1), Apache Spark MLlib in ml-platforms (1), Aperio in saas-security-posture-management (1), Apideck in api-management (1), Apigee hybrid in api-gateways (1), App Protector by ASEE in application-shielding (1), AppDynamics Cognition Engine in aiops-platforms (1), AppTec360 in unified-endpoint-management (1), AppTrana Bot Management in bot-management (1), Apple in application-shielding (1), Apple Touch ID in multi-factor-authentication (1), Apple iCloud in email-security (1), ApplianSys DNSBOX in ddi-and-ipam (1), Application Request Routing in load-balancers (1), Applitools in data-masking-and-test-data (1), Apptio, now IBM Apptio in it-financial-management (1), Aqua Cloud Security in cloud-security-posture-management (1), Aqua Security DSPM in cloud-security-posture-management (1), Aqua Security Software in cloud-native-application-protection (1), Aqua Security's open-source Trivy in container-and-kubernetes-security (1), Aquasecurity (Aqua Platform) in container-and-kubernetes-security (1), ArangoDB Community in nosql-databases (1), ArcESB in edi-platforms (1), ArcGIS Workflow Manager (Classic) in workflow-orchestration (1), Archer – RSA in grc-platforms (1), Archipulse in enterprise-architecture-tools (1), Arcserve Continuous Availability in business-continuity-management (1), Arcserve UDP Archiving in communications-archiving-and-compliance (1), Ardb in nosql-databases (1), Argos Labs in robotic-process-automation (1), Arista Awake Security in network-detection-and-response (1), Arista EOS-based leaf-spine design in data-center-networking (1), Arista NG Firewall (formerly Untangle) in next-generation-firewalls (1), Arista Networks 7000 Series in data-center-networking (1), Arista Networks Platform in data-center-networking (1), Arista with CloudVision in data-center-networking (1), Arkose Labs Bot Manager in bot-management (1), Armatix in data-masking-and-test-data (1), Armor OT Security in ot-and-iot-security (1), Arq in backup-and-disaster-recovery (1), Artifact Analysis in container-and-kubernetes-security (1), Artifact Hub in artifact-and-container-registries (1), Artifact Keeper in artifact-and-container-registries (1), Artifactory Community Edition in artifact-and-container-registries (1), Artisan in enterprise-ai-assistants (1), Aruba Policy Director in network-access-control (1), Arya in sd-wan (1), Askyura in ai-it-support-agents (1), Asset Management 365 in microsoft-365-management (1), AssetCenter in it-asset-management (1), AssetPanda in it-asset-management (1), Assured Trust in ai-soc-agents (1), Astra API Security Platform in api-security-platforms (1), AsyncRAT in remote-support-and-remote-access (1), Atera Patch Management in patch-management (1), AthenaX in streaming-platforms (1), Athenz in non-human-identity-management (1), Atlantic Net in managed-detection-and-response (1), Atlassian Rovo in enterprise-ai-assistants (1), Atlassian's standalone Assets Data Center/legacy Insight app in it-asset-management (1), Atlassian’s Jira Service Management (JSM) bundled with Opsgenie in incident-management-and-on-call (1), Atmos in enterprise-storage-systems (1), Atomicwork Atom in ai-it-support-agents (1), AttackSurface.AI in attack-surface-management (1), Aurora Attack Surface Management in attack-surface-management (1), Auth0 MFA in multi-factor-authentication (1), AutoGen in ai-it-support-agents (1), Automagica in robotic-process-automation (1), Automation Anywhere A2019 in robotic-process-automation (1), AutomationEdge in robotic-process-automation (1), Automotive ISAC in threat-intelligence-platforms (1), Autonoma in data-masking-and-test-data (1), Avaya Infinity Platform in communications-apis (1), Avoma in enterprise-ai-assistants (1), Awake (now Picus) in network-detection-and-response (1), AweSun in remote-support-and-remote-access (1), Axis Security in network-access-control (1), Axis Security in zero-trust-network-access (1), Axway MFT Cloud Services in managed-file-transfer (1), Azion in ddos-protection (1), Azure AD Connect v1 in microsoft-365-management (1), Azure AI in llm-gateways-and-observability (1), Azure AI Document Intelligence, formerly Form Recognizer in intelligent-document-processing (1), Azure App Service Certificates in certificate-lifecycle-management (1), Azure Application Gateway WAF in web-application-firewalls (1), Azure Blob Storage Cool/Archive tiers in object-storage (1), Azure Blueprints in infrastructure-as-code (1), Azure Conditional Access in enterprise-browsers (1), Azure Cosmos DB for PostgreSQL in managed-relational-databases (1), Azure Data Box in managed-file-transfer (1), Azure Data Lake Storage in managed-file-transfer (1), Azure Database for PostgreSQL – Single Server in managed-relational-databases (1), Azure Database for SQL Server / PostgreSQL in managed-relational-databases (1), Azure Event Hubs for Apache Kafka in streaming-platforms (1), Azure Event Hubs with Kafka support in streaming-platforms (1), Azure ExpressRoute in data-center-networking (1), Azure Firewall Manager in zero-trust-network-access (1), Azure Front Door Premium with WAF in web-application-firewalls (1), Azure GPv1 & Legacy Blob Storage in enterprise-storage-systems (1), Azure Log Analytics in observability-platforms (1), Azure SQL Elastic Pools in managed-relational-databases (1), Azure SQL Hyperscale in managed-relational-databases (1), Azure Security Center standalone in cloud-security-posture-management (1), Azure Sphere in ot-and-iot-security (1), Azure Standard Load Balancer in load-balancers (1), Azure Synapse dedicated SQL pool in data-warehouses (1), Azure Time Series in time-series-databases (1), Azure's DDoS products in ddos-protection (1), AzureAD PowerShell in microsoft-365-management (1), AzureAD PowerShell Module in microsoft-365-management (1), AzureAD and MSOnline PowerShell modules in microsoft-365-management (1), AzureADPreview PowerShell modules in microsoft-365-management (1), BBOT in attack-surface-management (1), BDRShield in backup-and-disaster-recovery (1), BHost in ddos-protection (1), BIND for DNS in ddi-and-ipam (1), BMC Helix Operations Management in aiops-platforms (1), BMC Identity in identity-governance (1), BMC Track-It! in it-asset-management (1), BMC TrueSight in patch-management (1), BOC Group ADOIT in enterprise-architecture-tools (1), BOTS Open‑Source EDI in edi-platforms (1), BRIDGE in compliance-automation (1), BSG Secure Development Lifecycle Training in secure-code-training (1), BSI EDI in edi-platforms (1), Baidu DNS in dns-filtering (1), Bancor in digital-employee-experience (1), Bangcle in application-shielding (1), Barracuda ADC in load-balancers (1), Barracuda Archiving Service / Barracuda Cloud Archiving Service in communications-archiving-and-compliance (1), Barracuda Backup in backup-and-disaster-recovery (1), Barracuda Integrated Email Protection in email-security (1), Barracuda Messaging Archive in communications-archiving-and-compliance (1), Barracuda SecureEdge SD-WAN in sd-wan (1), Barracuda WAF-as-a-Service in web-application-firewalls (1), Barracuda’s physical Email Security Gateway (ESG) appliances in email-security (1), Baselime in application-performance-monitoring (1), Bash in infrastructure-as-code (1), Basic FAIR Analysis in cyber-risk-quantification (1), Basic SKU Load Balancer in load-balancers (1), Beats in telemetry-pipelines (1), Bebop in digital-employee-experience (1), Beefy Finance in digital-employee-experience (1), Belden macmon in network-access-control (1), Belden macmon NAC in network-access-control (1), Bellator Cyber in managed-detection-and-response (1), Bently Nevada in ot-and-iot-security (1), BerkeleyDB in nosql-databases (1), Bestproxy.com in proxy-networks (1), BeyondTrust PAM in privileged-access-management (1), BeyondTrust Privilege Management in privileged-access-management (1), BeyondTrust – PowerBroker (Identity & Session) in privileged-access-management (1), Big Switch in data-center-networking (1), BigBlueButton in video-conferencing (1), Binance-branded offerings in digital-employee-experience (1), Binary Tree Power365 in microsoft-365-management (1), Bintray (JFrog) in artifact-and-container-registries (1), BitGo in digital-employee-experience (1), BitGrail in digital-employee-experience (1), BitLyft in managed-detection-and-response (1), BitPetite in digital-employee-experience (1), Bitdefender Endpoint Security in endpoint-protection (1), Bitdefender GravityZone Cloud MSP in endpoint-detection-and-response (1), Bithumb in identity-verification (1), Bitnami Sealed Secrets in secrets-management (1), Bitsight Cyber Quant / RiskRecon in cyber-risk-quantification (1), Bitvise SSH Server in managed-file-transfer (1), Black Duck Software Composition Analysis in software-composition-analysis (1), Blackbird Security in managed-detection-and-response (1), Blackbird Security (TrapX) in deception-technology (1), Blackpoint MDR in managed-detection-and-response (1), Blacksmith in cyber-risk-quantification (1), Blameless in incident-management-and-on-call (1), Blazing SEO in proxy-networks (1), BloodHound (Community Edition) in identity-threat-detection-and-response (1), Bloomberg Vault in communications-archiving-and-compliance (1), Bloomreach in digital-employee-experience (1), Blue Coat Systems (Symantec/Radware) in data-center-networking (1), Blue Goat in deception-technology (1), BlueCat Edge in dns-filtering (1), BlueCat Horizon in ddi-and-ipam (1), BlueCat Networks – Integrity / Micetro in ddi-and-ipam (1), BlueSpice MediaWiki in it-documentation (1), Blueflood in time-series-databases (1), Bluetrait in remote-support-and-remote-access (1), Bocada in infrastructure-monitoring (1), BoldDesk in ai-it-support-agents (1), Boomi Cloud API Management – Local Edition in api-management (1), Boomi DataHub in master-data-management (1), BootCDN in content-delivery-networks (1), Borg in backup-and-disaster-recovery (1), BotPenguin in ai-it-support-agents (1), Box for Business in digital-employee-experience (1), Bradford in network-access-control (1), Brave for Business in enterprise-browsers (1), BridgeBase in edi-platforms (1), Bright Data Ltd. in proxy-networks (1), Brightcove Live in streaming-platforms (1), Brightlayer DCIM 8.1 in data-center-infrastructure-management (1), Broadberry in enterprise-storage-systems (1), Broadcom (VMware) VeloCloud / Arista in sd-wan (1), Broadcom CloudHealth in it-financial-management (1), Broadcom DX Operational Intelligence in aiops-platforms (1), Broadcom Symantec PAM (formerly CA Privileged Access Manager) in privileged-access-management (1), Broadcom VMware in sd-wan (1), Broadcomm in endpoint-protection (1), Brocade (Velsa) in sd-wan (1), Bromium (HP Wolf) in enterprise-browsers (1), Browser Secure DNS in dns-filtering (1), Bruin in data-quality-and-observability (1), Business Basic in microsoft-365-management (1), Business plan in ddos-protection (1), BuyVM Offloaded SQL in managed-relational-databases (1), C-BCM in business-continuity-management (1), CA API Gateway / Layer7 API Gateway 11.1 in api-gateways (1), CA Identity Governance (now Broadcom) in identity-governance (1), CA Service Management (CA SDM) in it-service-management (1), CA Technologies tools in data-virtualization (1), CBackup in backup-and-disaster-recovery (1), CDNvideo in content-delivery-networks (1), CINC Automation in infrastructure-as-code (1), CIS Controls (Basic) in ot-and-iot-security (1), CISA CSET Tool (Free) in cyber-risk-quantification (1), CISA Known Exploited Vulnerabilities (KEV) in threat-intelligence-platforms (1), CISA Malcolm in ot-and-iot-security (1), CISA ScubaGear in microsoft-365-management (1), CISA’s CSET in cyber-risk-quantification (1), CODA Footprint in attack-surface-management (1), CODESYS Runtime in ot-and-iot-security (1), COSGrid Z3 SASE in sase-platforms (1), CSP + SRI in client-side-protection (1), CTERA Intelligent Data Platform in backup-and-disaster-recovery (1), Cafe24 in colocation-providers (1), Calico Cloud in microsegmentation (1), Calico Cloud Free Tier in microsegmentation (1), Calilio in business-phone-systems (1), Calypso AI in ai-security-platforms (1), Cambium ePMP in client-side-protection (1), Cameo Systems Modeler in enterprise-architecture-tools (1), Camouflage in data-masking-and-test-data (1), Camunda RPA Bridge in robotic-process-automation (1), Canonical Landscape + Ubuntu Pro/Livepatch in patch-management (1), Canonical's Managed Kafka in streaming-platforms (1), Capterra in network-access-control (1), Carbonite Cloud Backup in backup-and-disaster-recovery (1), Carbonite Endpoint Backup in backup-and-disaster-recovery (1), Castell InterRisk in business-continuity-management (1), Castellan Solutions in business-continuity-management (1), Castor Doc in data-catalogs-and-governance (1), Catio in enterprise-architecture-tools (1), Cato Networks' Cato SASE Cloud in sase-platforms (1), Cato Private Access in zero-trust-network-access (1), Cayosoft Guardian in identity-threat-detection-and-response (1), Cayosoft Guardian 8.0 in identity-threat-detection-and-response (1), Celigo via Jitterbit in edi-platforms (1), Celigo’s integration platform in edi-platforms (1), Celonis Free Tier (formerly Snap) in process-mining (1), Celonis Process Mining (free "Studio" tier) in process-mining (1), Celonis Snap in process-mining (1), Cendio Thinfinity in virtual-desktops (1), Censys Platform in attack-surface-management (1), Censys Search in attack-surface-management (1), Centera Systems in enterprise-storage-systems (1), CentrioHost in cloud-hosting (1), CenturyLink in business-phone-systems (1), Cequence AI in api-security-platforms (1), Cerberus FTP Server (On-Premises) — Professional Edition in managed-file-transfer (1), Certigo in certificate-lifecycle-management (1), Cetus Protocol in digital-employee-experience (1), Chainguard Images in artifact-and-container-registries (1), Chamber in secrets-management (1), ChangeTower / PageCrawl in website-and-synthetic-monitoring (1), Chartbrew in embedded-analytics (1), ChatGPT Atlas for Business/Enterprise in enterprise-browsers (1), Check Point AI Security Solutions in ai-security-platforms (1), Check Point CloudGuard CSPM in cloud-security-posture-management (1), Check Point CloudGuard Posture Management in cloud-security-posture-management (1), Check Point Cyberint in digital-risk-protection (1), Check Point External Risk Management in digital-risk-protection (1), Check Point Harmony Edge / Infinity in next-generation-firewalls (1), Check Point Quantum SASE in zero-trust-network-access (1), Check Point Quantum SD‑WAN in sd-wan (1), Check Point Singularity XDR in extended-detection-and-response (1), Check Point Software in data-center-networking (1), Check Point Zero Trust Network Access in zero-trust-network-access (1), Check Point's CloudGuard WAF in web-application-firewalls (1), CheckFile.ai in identity-verification (1), Checkmarx Mend AI Native AppSec in ai-security-platforms (1), Checkmarx One SAST in static-application-security-testing (1), Checkmarx Protect in dynamic-application-security-testing (1), Checkmarx XPA in dynamic-application-security-testing (1), Checkmk Community in infrastructure-monitoring (1), Chef Infra Server 15.x in infrastructure-as-code (1), Chef Vault in secrets-management (1), Chef open-source Infra Server in infrastructure-as-code (1), ChinaNetCenter (Wangsu/Quantil) in content-delivery-networks (1), Choco (Chocolatey) in patch-management (1), Chorus in enterprise-ai-assistants (1), Chorus.ai in enterprise-ai-assistants (1), Chroma Cloud in vector-databases (1), Chrome with Enterprise Core in enterprise-browsers (1), Chrome's Enhanced Safe Browsing in client-side-protection (1), ChurnZero in microsegmentation (1), Cinchy in data-virtualization (1), Cisco ACI or Nexus in data-center-networking (1), Cisco ACS (Access Control Server) in network-access-control (1), Cisco AppVision (part of Cisco ACI) in microsegmentation (1), Cisco Astrix in non-human-identity-management (1), Cisco Attack Surface Management, formerly Secure Cloud Insights in cloud-security-posture-management (1), Cisco BroadWorks NFM Network Monitoring and Node Lifecycle Management in network-monitoring-and-management (1), Cisco Catalyst 2960-CX series in data-center-networking (1), Cisco Catalyst 3650 series in data-center-networking (1), Cisco Cleveland in time-series-databases (1), Cisco Cloudlock / Skyhigh in saas-security-posture-management (1), Cisco Duo ITDR in identity-threat-detection-and-response (1), Cisco Endpoint Security in endpoint-protection (1), Cisco FMC in data-center-networking (1), Cisco Firepower Threat Defense (FTD) & Firepower Management Center (FMC) in data-center-networking (1), Cisco HyperFlex Data Platform in data-center-networking (1), Cisco Identity Services Engine – ISE 3.4 in network-access-control (1), Cisco IronPort/Cisco Identity Services Engine in network-access-control (1), Cisco Managed Threat Defense in managed-detection-and-response (1), Cisco Nexus 7000 Series in data-center-networking (1), Cisco Nexus fabric / Nexus Hyperfabric in data-center-networking (1), Cisco Nexus with proprietary approaches in data-center-networking (1), Cisco Observability (formerly AppDynamics/Cisco AI Ops) in aiops-platforms (1), Cisco OpenDNS in dns-filtering (1), Cisco Secure Client (AMP for Endpoints) in endpoint-protection (1), Cisco Secure Cloud WAF in client-side-protection (1), Cisco Secure DLP in data-loss-prevention (1), Cisco Secure Encrypt, Secure Access Service Edge (SASE) in sase-platforms (1), Cisco Secure Firewall 200 series in next-generation-firewalls (1), Cisco Secure Firewalls in next-generation-firewalls (1), Cisco Secure Workload, formerly Tetration in microsegmentation (1), Cisco SecureDNS in dns-filtering (1), Cisco Securi in cloud-security-posture-management (1), Cisco Systems Inc. in ddi-and-ipam (1), Cisco ThousandEyes Traffic Insights in network-detection-and-response (1), Cisco UC in business-phone-systems (1), Cisco UCM in business-phone-systems (1), Cisco UCS in server-virtualization-platforms (1), Cisco Web Security Appliance in web-application-firewalls (1), Cisco Webex Events in streaming-platforms (1), Cisco Webex Ring Central in business-phone-systems (1), Cisco Zero-Trust Network Access in zero-trust-network-access (1), Cisco iWAN (Intelligent WAN) in sd-wan (1), Cisco vEdge hardware in sd-wan (1), Citrix Cloud in virtual-desktops (1), Citrix DaaS for Azure in virtual-desktops (1), Citrix Gateway in virtual-desktops (1), Citrix Secure Private Access in client-side-protection (1), Clari in enterprise-ai-assistants (1), Classic Azure AD Portal in microsoft-365-management (1), Classic Cisco (IOS/IOS-XE based SD-WAN) in sd-wan (1), Classic Load Balancer - CLB in load-balancers (1), Classic Microsoft Stream in microsoft-365-management (1), Classic Teams (Teams 1.0) in microsoft-365-management (1), Classic eDiscovery (Microsoft Purview) in microsoft-365-management (1), Claude in Slack / Claude Tag in enterprise-ai-assistants (1), ClawdBot in ai-security-platforms (1), Clear NDR Community by Stamus Networks in network-detection-and-response (1), ClearDB in managed-relational-databases (1), ClearVector in identity-threat-detection-and-response (1), Clearout in data-quality-and-observability (1), Cleo Fulfillment Portal in edi-platforms (1), Cleo Harmony, VLTrader, and LexiCom in managed-file-transfer (1), Clever Cloud in managed-relational-databases (1), ClickStack in observability-platforms (1), ClickStack / HyperDX in telemetry-pipelines (1), ClickUp Incident Management in incident-management-and-on-call (1), ClosedSSPM in saas-security-posture-management (1), Cloud Load Balancers (AWS/Azure/GCP) in load-balancers (1), Cloud Sync in microsoft-365-management (1), Cloud Temple's Managed Kafka in streaming-platforms (1), Cloud Token in digital-employee-experience (1), Cloud Trace in observability-platforms (1), Cloud Workstations in virtual-desktops (1), Cloud-provider-native certificate tools in certificate-lifecycle-management (1), CloudDCIM in data-center-infrastructure-management (1), CloudEndure in backup-and-disaster-recovery (1), CloudKnox SSPM / Obsidian Security in saas-security-posture-management (1), CloudMapper in cloud-security-posture-management (1), CloudStack in server-virtualization-platforms (1), CloudVision in data-center-networking (1), CloudWatch Logs Insights in log-management (1), Cloudbric in bot-management (1), Cloudficient in it-financial-management (1), Cloudflare Business Plan in web-application-firewalls (1), Cloudflare Business or Cloudflare Contract in ddos-protection (1), Cloudflare Cert Lifecycle in certificate-lifecycle-management (1), Cloudflare Certificate Management in certificate-lifecycle-management (1), Cloudflare DLP in data-loss-prevention (1), Cloudflare Enterprise Foundation DNS in managed-dns (1), Cloudflare Families in dns-filtering (1), Cloudflare Legacy WAF (Firewall Rules, old Managed Rules, Rate-Limiting Rules) in web-application-firewalls (1), Cloudflare Pages + Workers in ci-cd-platforms (1), Cloudflare Rate Limiting in api-security-platforms (1), Cloudflare Security in cloud-security-posture-management (1), Cloudflare for Families in dns-filtering (1), Cloudflare – WAF (free tier) in web-application-firewalls (1), Cloudflare's Client-Side Security in client-side-protection (1), Cloudflare's free tier WAF in application-shielding (1), Cloudflare's free tier WAF in web-application-firewalls (1), Cloudingo in data-quality-and-observability (1), CloverDX in data-virtualization (1), Clumio in cloud-cost-management (1), CoLab Studio in ddi-and-ipam (1), Cobalt Strike in remote-support-and-remote-access (1), CockroachDB Cloud in managed-relational-databases (1), Code Insight in software-composition-analysis (1), Code Nation in secure-code-training (1), Code Shield in application-shielding (1), CodeChecker in static-application-security-testing (1), CodeGenie in ai-coding-assistants (1), CodeLlama in ai-coding-assistants (1), CodeQL via GitHub code scanning / GitHub Advanced Security in static-application-security-testing (1), CodeQT in static-application-security-testing (1), Codegiant in source-control-hosting (1), Codenomicon in secure-code-training (1), Coding Dojo in secure-code-training (1), Cofense CBFree in security-awareness-training (1), Cofense Sample Lessons in security-awareness-training (1), Cogent CoreSpace in colocation-providers (1), Cognisys in penetration-testing-as-a-service (1), Coinexchange in digital-employee-experience (1), Coinix in digital-employee-experience (1), ColdAisle in data-center-infrastructure-management (1), Colo Colo in colocation-providers (1), Comarch in edi-platforms (1), Combodo iTop in it-service-management (1), Comcast xFi in dns-filtering (1), Comcast xFi Advanced Security in dns-filtering (1), CometML in ml-platforms (1), Community SONiC in data-center-networking (1), Commvault Cloud ThreatWise in deception-technology (1), Comodo in extended-detection-and-response (1), Comodo OpenEDR in endpoint-protection (1), Comodo Secure DNS in dns-filtering (1), Company-specific programs in secure-code-training (1), Compliance Manager in microsoft-365-management (1), ComplyAdvantage in compliance-automation (1), Comviva Ngage in communications-apis (1), Concurrent Thinking in data-center-infrastructure-management (1), Configu in feature-flags (1), Confirm ID in identity-verification (1), ConnectWise Asio / ConnectWise Automate in remote-monitoring-and-management (1), ConnectWise Manage RMM in remote-monitoring-and-management (1), Conoha in ddos-protection (1), Conpot in deception-technology (1), Console Connect in data-center-networking (1), Consumer-tier ChatGPT (Free/Plus/Pro) in enterprise-ai-assistants (1), Contabo Object Storage in object-storage (1), Contentflow in streaming-platforms (1), Contentful in digital-employee-experience (1), ContinueOps in business-continuity-management (1), Continuity Software in business-continuity-management (1), ContinuityOne in business-continuity-management (1), Continuum GRC in grc-platforms (1), Contraforce Agent in ai-soc-agents (1), Contrast Secure Code Learning Hub in secure-code-training (1), Convergys in colocation-providers (1), Conversica in ai-it-support-agents (1), Converve in streaming-platforms (1), CookieYes in compliance-automation (1), Corcentric in digital-employee-experience (1), CoreImpact in vulnerability-management-platforms (1), CoreView CoreSuite Pro in microsoft-365-management (1), Cornerstone in security-awareness-training (1), Coro Insider Risk in insider-risk-management (1), Cortex Agentic in soar-platforms (1), Corvus Logic in digital-risk-protection (1), Cost Gorilla in cloud-cost-management (1), CostAnalyst.ai in it-financial-management (1), Couchbase Community Edition in nosql-databases (1), Counter Threat Unit (CTU) in penetration-testing-as-a-service (1), CounterCraft Security in deception-technology (1), Coverity Scan in static-application-security-testing (1), CppChecker in static-application-security-testing (1), Crashlytics in error-and-crash-monitoring (1), Crazy Domains in cloud-hosting (1), CrazyDomains in cloud-hosting (1), Creeper Cloud in cloud-hosting (1), Crises Control in business-continuity-management (1), Cron Jobs / Bash Scripts in workflow-orchestration (1), CrowdStrike Charlotte in ai-soc-agents (1), CrowdStrike Endpoint Security and Falcon Complete in endpoint-detection-and-response (1), CrowdStrike Falcon DNS Layer in dns-filtering (1), CrowdStrike Falcon Identity Security in identity-threat-detection-and-response (1), CrowdStrike Falcon Long Term Repository in log-management (1), CrowdStrike Falcon MDR in managed-detection-and-response (1), CrowdStrike Falcon Platform with Charlotte AI in ai-security-platforms (1), CrowdStrike Falcon Sensor in patch-management (1), CrowdStrike Falcon X Recon/Feeds in threat-intelligence-platforms (1), CrowdStrike — Falcon Cloud Security in cloud-native-application-protection (1), CrowdStrike — Falcon Cloud Security / AI Detection and Response in ai-security-platforms (1), CrowdStrike’s Adaptive Shield in saas-security-posture-management (1), Cruz Fabric Controller in data-center-networking (1), Cubbit DS3 in object-storage (1), Cube.js in embedded-analytics (1), CultureAmp in digital-employee-experience (1), Cumulus Networks in data-center-networking (1), Cursor's AI support agent "Sam," in ai-it-support-agents (1), Custom databases built internally in master-data-management (1), Customer Service Hub in microsoft-365-management (1), CyanoRisk in cyber-risk-quantification (1), Cyb3r in identity-threat-detection-and-response (1), CybelAngel Core in digital-risk-protection (1), Cyber in data-security-posture-management (1), CyberArk PAM in non-human-identity-management (1), CyberArk Privileged Access Management (PAM) in non-human-identity-management (1), CyberArk Secrets Manager Self-Hosted / Conjur OSS in privileged-access-management (1), CyberArk Secure Workload Access / CyberArk Identity Security Platform in non-human-identity-management (1), CyberArk Venafi – Certificate Manager / Trust Protection Platform in certificate-lifecycle-management (1), CyberArk – Core Privileged Access Security in privileged-access-management (1), CyberPower's PowerPanel Enterprise DCIM platform in data-center-networking (1), CyberQuant in cyber-risk-quantification (1), CyberScout in identity-verification (1), CyberSentriq Email Security in email-security (1), CyberSponse in soar-platforms (1), Cyberduck in managed-file-transfer (1), Cybereason NGAV in endpoint-protection (1), Cyberthint in threat-intelligence-platforms (1), Cyble Vision Threat Intel in threat-intelligence-platforms (1), Cybrary for Teams in secure-code-training (1), Cyderes MDR in managed-detection-and-response (1), Cyera Identity (formerly Oasis Security) in non-human-identity-management (1), CylancePROTECT in breach-and-attack-simulation (1), CymonixIQ+ in ml-platforms (1), D3 Security D3 SOAR in soar-platforms (1), DBHawk in data-masking-and-test-data (1), DCPM 7.0–7.2 in data-center-infrastructure-management (1), DDI Central in ddi-and-ipam (1), DDI Crypto in ddi-and-ipam (1), DFLabs SOAR in soar-platforms (1), DNS0.EU in managed-dns (1), DNSFilter Core in dns-filtering (1), DNSFilter.com in dns-filtering (1), DO Managed DBs in managed-relational-databases (1), DOKS (DigitalOcean Kubernetes) in managed-kubernetes-platforms (1), DPD's chatbot in ai-it-support-agents (1), DSE (The Data Experts) AI Governance Control Center in ai-governance-platforms (1), DTonomy in soar-platforms (1), Dafile in managed-file-transfer (1), DalmatinerDB in time-series-databases (1), Dameware Remote Everywhere in remote-support-and-remote-access (1), Danbyte in data-center-infrastructure-management (1), Data Theorem API Security in api-security-platforms (1), DataClarity Unlimited Analytics in embedded-analytics (1), DataON in enterprise-storage-systems (1), DataSite / DataSite Colo in colocation-providers (1), DataTrans in edi-platforms (1), DataTrans / WebEDI in edi-platforms (1), DataTrans Solutions Web EDI Portal in edi-platforms (1), Databand.ai in data-quality-and-observability (1), Databeagle in cyber-risk-quantification (1), Databricks AI Governance / Unity Catalog / Unity Gateway in ai-governance-platforms (1), Databricks Unified Data Analytics in ml-platforms (1), Databricks with Mosaic AI / MLflow in ml-platforms (1), Datadog Application Security in application-security-posture-management (1), Datadog Community Edition in application-performance-monitoring (1), Datadog Cost Management in cloud-cost-management (1), Datadog Event Correlation & Watchdog AI in aiops-platforms (1), Datadog Infrastructure Monitoring Pro in infrastructure-monitoring (1), Datadog Pipeline in telemetry-pipelines (1), Datadog Quality Monitoring in data-quality-and-observability (1), Datadog Software Catalog in internal-developer-portals (1), Datadog Software Catalog description fields in it-documentation (1), Datafaker in data-masking-and-test-data (1), Dataprobe's iBoot Power Distribution Unit in data-center-networking (1), Datarade in proxy-networks (1), Datto Continuity in business-continuity-management (1), Datto RMM with integrated EDR in endpoint-detection-and-response (1), Daylight Security in managed-detection-and-response (1), DealRoom in ddi-and-ipam (1), Deel in business-password-managers (1), Deep-Insight’s Deep-Dive platform in cyber-risk-quantification (1), DeepConverse in ai-it-support-agents (1), DeepKeep in ai-security-platforms (1), DeepSeek R1 / V3 in ai-security-platforms (1), DeepTeam in ai-security-platforms (1), DefectDojo Open Source in application-security-posture-management (1), Defender Experts MDR in extended-detection-and-response (1), Defender for IoT (Microsoft) in ot-and-iot-security (1), Defuse in deception-technology (1), Delinea (formerly Thycotic) – Secret Server in privileged-access-management (1), Dell AIOps in aiops-platforms (1), Dell Apex in backup-and-disaster-recovery (1), Dell EMC OMEN in data-center-infrastructure-management (1), Dell EMC PowerStore T series in enterprise-storage-systems (1), Dell EMC PowerVault in backup-and-disaster-recovery (1), Dell EMC PowerVault in enterprise-storage-systems (1), Dell EMC VMAX/VMAX3 in enterprise-storage-systems (1), Dell Enterprise SONiC in data-center-networking (1), Dell ME4 in enterprise-storage-systems (1), Dell Networking (PowerSwitch) in data-center-networking (1), Dell Networking S5224F-ON / S5248F-ON in data-center-networking (1), Dell PowerScale OneFS in enterprise-storage-systems (1), Dell PowerSwitch Series in data-center-networking (1), Dell PowerVault MD1200/MD1400 in enterprise-storage-systems (1), Dell PowerVault ME series in enterprise-storage-systems (1), Dell hybrid storage / PowerStore-style configurations in enterprise-storage-systems (1), Delphix Data Platform in data-masking-and-test-data (1), Delta Live Tables in etl-and-elt (1), Delta Networks in data-center-networking (1), Deltek in it-financial-management (1), Deployment Stacks in infrastructure-as-code (1), Descartes Denied Party Screening in third-party-risk-management (1), DeskFerry in ai-it-support-agents (1), DevPI in artifact-and-container-registries (1), DevPortal in internal-developer-portals (1), Devolutions Hub Personal in privileged-access-management (1), Devtron in internal-developer-portals (1), Dex Coin Global Investment in digital-employee-experience (1), Dex Tradelite FX in digital-employee-experience (1), Dexpot in virtual-desktops (1), Digger in infrastructure-as-code (1), DigiCert Automation Suite in certificate-lifecycle-management (1), DigiCert CertCentral Discovery and Managed Automation in certificate-lifecycle-management (1), DigiCert Constellix in managed-dns (1), DigiCert – Trust Lifecycle Manager / DigiCert ONE / CertCentral in certificate-lifecycle-management (1), Digital Era Group's Dark Web Monitoring service in digital-risk-protection (1), Digital Fuel / Upland Software in it-financial-management (1), Digital Ocean Spaces in object-storage (1), Digital.ai App Protection in application-shielding (1), DigitalOcean Basic Load Balancer in load-balancers (1), DigitalOcean LKE in managed-kubernetes-platforms (1), DigitalOcean Managed MySQL in managed-relational-databases (1), DigitalStakeout in deception-technology (1), Digitary in identity-verification (1), DirSync in microsoft-365-management (1), Discord API in communications-apis (1), Discount Cisco Nexus in data-center-networking (1), Distill.io in website-and-synthetic-monitoring (1), DocEvent.io in managed-file-transfer (1), Docling in intelligent-document-processing (1), DocuSign CLM in intelligent-document-processing (1), DocuSign IAM (Intelligent Agreement Management) in intelligent-document-processing (1), Dogtag Certificate System in certificate-lifecycle-management (1), Dojah in identity-verification (1), Domino DataLab in ml-platforms (1), Domotz Cloud NAC in network-access-control (1), Doppler SecretOps Platform in secrets-management (1), Dotcom-Tool in website-and-synthetic-monitoring (1), DoveRunner Mobile App Security in application-shielding (1), DoveRunner Mobile App Shielding, formerly AppSealing in application-shielding (1), Dremio (Cloud) in data-virtualization (1), Drift Security in saas-security-posture-management (1), Dropbox sync in backup-and-disaster-recovery (1), Dropsuite Archiving in communications-archiving-and-compliance (1), Druva inSync in backup-and-disaster-recovery (1), Duckie in ai-it-support-agents (1), Dun & Bradstreet in third-party-risk-management (1), Duo Push in multi-factor-authentication (1), Dynamics 365 COM add-in in microsoft-365-management (1), Dynatrace OneAgent in telemetry-pipelines (1), Dynatrace's Davis causal AI in aiops-platforms (1), ECR Public in artifact-and-container-registries (1), EDI Shack (EDI‑Laravel) in edi-platforms (1), EDI Source in edi-platforms (1), EDI Source / EDI-HQ in edi-platforms (1), EDI fabric in edi-platforms (1), EDIGenerator in edi-platforms (1), EJBCA Community Edition in certificate-lifecycle-management (1), EMC/Dell S4048T, RecoverPoint Gen 6, XtremIO X2 in data-center-networking (1), ESET Browser Privacy & Security in client-side-protection (1), ESET PROTECT Endpoint in endpoint-protection (1), ESET Small Office Protection in endpoint-protection (1), ESO in secrets-management (1), ETERNUS AF and DX arrays in enterprise-storage-systems (1), EVPN/VXLAN in data-center-networking (1), Earthly in ci-cd-platforms (1), EaseUS Todo Free in backup-and-disaster-recovery (1), EasyHosting in managed-dns (1), EasyMorph in etl-and-elt (1), EasyOCR in intelligent-document-processing (1), Eaton in data-center-infrastructure-management (1), Eaton Brightlayer Data Centers in data-center-infrastructure-management (1), Eaton legacy products and versions in data-center-infrastructure-management (1), EclecticIQ Platform in threat-intelligence-platforms (1), EcoStruxure IT Data Center Expert in data-center-infrastructure-management (1), EdgeConnect in sd-wan (1), EdgeOne – Tencent Cloud in ddos-protection (1), Edgecore switch with Enterprise SONiC support in data-center-networking (1), Edict in edi-platforms (1), Edifact (by Global Trade Solutions) in edi-platforms (1), Eero in dns-filtering (1), Eero Secure in dns-filtering (1), Efficient IP in ddi-and-ipam (1), EfficientIP IPAM in ddi-and-ipam (1), Egnyte Data Privacy Tools in data-loss-prevention (1), Elastic Beats in observability-platforms (1), Elastic CSPM in cloud-security-posture-management (1), Elastic Defend for Containers in container-and-kubernetes-security (1), Elastic Observability Serverless in observability-platforms (1), Element (Matrix Protocol) in video-conferencing (1), Elest.io in ai-soc-agents (1), Elevate Security in insider-risk-management (1), Emerging Threats (ET) – Snort/Suricata rules in threat-intelligence-platforms (1), Emerging Threats – ETPro in threat-intelligence-platforms (1), Emerson in ot-and-iot-security (1), EmployeeHub in digital-employee-experience (1), Enboarder in digital-employee-experience (1), EndorLabs in software-composition-analysis (1), Endpoint Manager Mobile (EPMM) in patch-management (1), EnployeeHub in digital-employee-experience (1), Enterprise SONiC distributions in data-center-networking (1), Entra ID MFA in multi-factor-authentication (1), Entra workload identity products in non-human-identity-management (1), Entrust CertCloud in certificate-lifecycle-management (1), Entrust Workforce Identity in workforce-identity-and-sso (1), Envoy-based options in api-gateways (1), Epicflow in enterprise-architecture-tools (1), Equinix Fabric in data-center-networking (1), Eramba Community in grc-platforms (1), Ericom Security (ZTEdge Browser) in enterprise-browsers (1), Estuary.dev in etl-and-elt (1), EtherDelta in digital-employee-experience (1), Ethersmart in digital-employee-experience (1), Everflow Process Intelligence in process-mining (1), Everstream Analytics in third-party-risk-management (1), Evident ID, Inc. in identity-verification (1), Evolve IP VDI in virtual-desktops (1), Evoque in colocation-providers (1), Exabeam SaaS in siem-platforms (1), Exabeat CloudFirst in siem-platforms (1), ExactSurface in attack-surface-management (1), Exchange Online PowerShell V2 Module (EXO V2) in microsoft-365-management (1), Exchange Online PowerShell V3 module in microsoft-365-management (1), Exchange Online Remote PowerShell v1/v2 in microsoft-365-management (1), Exeon Analytics in network-detection-and-response (1), Experian Identity Verification in identity-verification (1), ExtraHop (Reveal(x) or now part of Blend) in network-detection-and-response (1), Extreme in data-center-networking (1), ExtremeCloud IQ in network-access-control (1), ExtremeControl in network-access-control (1), F5 AI Guardrails + AI Red Team in ai-security-platforms (1), F5 Advanced Web Application Firewall (WAF) in web-application-firewalls (1), F5 Bot Management in bot-management (1), F5 DNS in managed-dns (1), F5 Distributed Cloud Bot Defence in bot-management (1), F5 NGINX One in load-balancers (1), F5 Virtual Edition in load-balancers (1), F5 WAF in bot-management (1), F5 Web App and API Protection in web-application-firewalls (1), FAIR Excel Spreadsheet (Free) in cyber-risk-quantification (1), FAIR Institute partners in cyber-risk-quantification (1), FAIR Institute resources in cyber-risk-quantification (1), FAIR-U Workbook in cyber-risk-quantification (1), FIDO2 hardware security keys in multi-factor-authentication (1), FS-ISAC in threat-intelligence-platforms (1), Fabrix in non-human-identity-management (1), FaceID in multi-factor-authentication (1), Factor House in streaming-platforms (1), FactorialHR in it-asset-management (1), Facts & Comparisons (iFacts) in ddi-and-ipam (1), Faker libraries in data-masking-and-test-data (1), Falcon Complete in managed-detection-and-response (1), Falcon Complete MDR in endpoint-detection-and-response (1), FalconX.io in managed-file-transfer (1), Farsight (Zayo) in microsegmentation (1), Fcoin in digital-employee-experience (1), Feast in ml-platforms (1), Featurevisor in feature-flags (1), Feed Every Gorilla (FEG) in digital-employee-experience (1), FeedbackPulse in digital-employee-experience (1), Feroot Security Inspector in client-side-protection (1), Festo Automation Controllers in ot-and-iot-security (1), Fiber State in colocation-providers (1), FieldView DCIM in data-center-infrastructure-management (1), FileAgent in managed-file-transfer (1), FileWave in managed-file-transfer (1), FileZilla Client in managed-file-transfer (1), Find Security Bugs in static-application-security-testing (1), Fingerprint Device intelligence in bot-management (1), FingerprintJS in bot-management (1), FireCompass in deception-technology (1), FireEye (Mandiant) – Threat Intelligence (feed) in threat-intelligence-platforms (1), FireEye's EDR in endpoint-detection-and-response (1), FirePOWER in next-generation-firewalls (1), Firebase Cloud Messaging in communications-apis (1), Firewalla Gold Series (Gold Plus or Gold Pro) in next-generation-firewalls (1), First Ledger in digital-employee-experience (1), FitGap small‑business NDR in network-detection-and-response (1), Fivetran Teleport in data-quality-and-observability (1), Flagr in feature-flags (1), Flamingo.run in vulnerability-management-platforms (1), FlashArray//X in enterprise-storage-systems (1), Flashpoint Brand Intelligence in digital-risk-protection (1), Flink SQL in streaming-platforms (1), Flo in workflow-orchestration (1), Fluent UI Web Components in microsoft-365-management (1), FluentBit in telemetry-pipelines (1), Flycode in enterprise-architecture-tools (1), Forage in intelligent-document-processing (1), Forcepoint OT in ot-and-iot-security (1), Foreman/Katello in patch-management (1), Forescout IoT Security in ot-and-iot-security (1), FormKiQ in intelligent-document-processing (1), Formbricks in digital-employee-experience (1), Fortanix in insider-risk-management (1), Forter in bot-management (1), FortiADC WAF in web-application-firewalls (1), FortiAppSec in web-application-firewalls (1), FortiGate 40Fs in sd-wan (1), FortiGate Secure SD-WAN in sd-wan (1), FortiGate-100F/200F in next-generation-firewalls (1), FortiGate-80F in next-generation-firewalls (1), Fortinet CloudGuard (formerly FortiCloud) in cloud-security-posture-management (1), Fortinet FortiBrowser in enterprise-browsers (1), Fortinet FortiDNS in dns-filtering (1), Fortinet FortiGate 60E / 60F in next-generation-firewalls (1), Fortinet FortiGate 80F in next-generation-firewalls (1), Fortinet FortiGate FG-40F in next-generation-firewalls (1), Fortinet FortiOS OT Security Fabric in ot-and-iot-security (1), Fortinet FortiSandbox in deception-technology (1), Fortinet FortiSwitch - Data Center in data-center-networking (1), Fortinet FortiWeb WAF in web-application-firewalls (1), Fortinet FortiZTNA in zero-trust-network-access (1), Fortinet OT (e.g., FortiGate Rugged) in ot-and-iot-security (1), Fortinet XDR in extended-detection-and-response (1), Fortinet fabric-integrated switches in data-center-networking (1), Fortiphyd Open Source in ot-and-iot-security (1), Fortra Digital Risk Protection in digital-risk-protection (1), Fortra Secure Email Gateway in email-security (1), Fortra Security Awareness in security-awareness-training (1), Fortra's Online Brand Protection Software in digital-risk-protection (1), Foundry Networks (Broadcom) in data-center-networking (1), FraxSwap in digital-employee-experience (1), Freddy Copilot (for Freshservice) in ai-it-support-agents (1), Free Proxy List in proxy-networks (1), FreeEDR (GitHub) in endpoint-protection (1), FreeScout in it-service-management (1), Freedom in application-shielding (1), Freshservice with Asset Module in it-asset-management (1), Freshworks Freshservice with Freddy AI in ai-it-support-agents (1), Frida in application-shielding (1), Front Door in load-balancers (1), FrontRangeHosting in ddos-protection (1), Fueler in it-financial-management (1), Fusion Cloud Financials in it-financial-management (1), Fuze in business-phone-systems (1), Fyde in application-shielding (1), G-Core in content-delivery-networks (1), G2-listed platform(s) in secure-code-training (1), GCP CLB in load-balancers (1), GCP Firewalls in microsegmentation (1), GCP Logging in log-management (1), GCP Operations in infrastructure-monitoring (1), GCP Sensitive Data Protection in data-security-posture-management (1), GCP Vertex in ml-platforms (1), GCloud in managed-kubernetes-platforms (1), GREYCORTEX Mendel in ot-and-iot-security (1), GRFICS/PLC Analysis (Fortiphyd projects) in ot-and-iot-security (1), GTT in sd-wan (1), GTmetrix / WebPageTest in website-and-synthetic-monitoring (1), GaiaEx in digital-employee-experience (1), Gaine in master-data-management (1), Gaint in cloud-cost-management (1), Gateway Load Balancers (GWLBs) in load-balancers (1), GeekStorage in cloud-hosting (1), Geist DCIM in data-center-infrastructure-management (1), Gemini Enterprise Frontline in enterprise-ai-assistants (1), General WAF-only Solutions in bot-management (1), Generix EDI SaaS in edi-platforms (1), Genians NAC in network-access-control (1), Get-*CsDialPlan* cmdlet / Teams Phone cmdlets in microsoft-365-management (1), GetApp in saas-management-platforms (1), Getvisibility in data-security-posture-management (1), GitHub Actions Marketplace Actions in ci-cd-platforms (1), GitHub Copilot Workspace / Business in ai-coding-assistants (1), GitHub Insider Threat Projects in insider-risk-management (1), GitHub Projects/Actions in internal-developer-portals (1), GitHub Secure Code Game in secure-code-training (1), GitHub Security Lab in secure-code-training (1), GitHub Wiki in it-documentation (1), GitHub Wikis and Discussions in it-documentation (1), GitHub's built-in supply-chain tools in software-composition-analysis (1), GitLab's package registry in artifact-and-container-registries (1), GitLab’s security tooling in application-security-posture-management (1), Gitea with Drone in ci-cd-platforms (1), Giza in digital-employee-experience (1), Glacier in object-storage (1), Gladius in dns-filtering (1), GlassWire in network-monitoring-and-management (1), Global Knowledge in security-awareness-training (1), Global Site Management in data-center-infrastructure-management (1), GlobalSign Certificate Center in certificate-lifecycle-management (1), GlobalSuite – likely GRC Suite Continuity in business-continuity-management (1), Gnocchi in time-series-databases (1), GoHighLevel in communications-apis (1), GoToConnect in business-phone-systems (1), GoToMyPC in remote-support-and-remote-access (1), Gong Revenue AI OS in enterprise-ai-assistants (1), Google AI Tools (e.g., Bard/Gemini) in ml-platforms (1), Google APIs in content-delivery-networks (1), Google APT Search in threat-intelligence-platforms (1), Google Admin Console in saas-management-platforms (1), Google Artifact Registry Docker repositories, formerly GCR in artifact-and-container-registries (1), Google Auth in multi-factor-authentication (1), Google Bard/Gemini (public version) in enterprise-ai-assistants (1), Google Certificate Manager in non-human-identity-management (1), Google Cloud Artifact Registry in artifact-and-container-registries (1), Google Cloud BigQuery Omni in data-virtualization (1), Google Cloud Certificate Authority in certificate-lifecycle-management (1), Google Cloud Classic Application Load Balancer in load-balancers (1), Google Cloud Container Analysis in container-and-kubernetes-security (1), Google Cloud DR in backup-and-disaster-recovery (1), Google Cloud Dataplex Universal Catalog in data-catalogs-and-governance (1), Google Cloud Deploy in internal-developer-portals (1), Google Cloud FinOps in it-financial-management (1), Google Cloud IAP in api-gateways (1), Google Cloud Infrastructure in cloud-hosting (1), Google Cloud Network Load Balancer in load-balancers (1), Google Cloud Ops in observability-platforms (1), Google Cloud Platform NGFW Enterprise in next-generation-firewalls (1), Google Cloud Platform, GCP in cloud-hosting (1), Google Cloud Platform’s Cloud Armor in cloud-native-application-protection (1), Google Cloud Recommender in cloud-cost-management (1), Google Cloud Storage Standard with lifecycle policies in object-storage (1), Google Cloud Vertex AI Guardrails in ai-security-platforms (1), Google Cloud Vision in intelligent-document-processing (1), Google Cloud cost tools in cloud-cost-management (1), Google Cloud for Startups in cloud-hosting (1), Google Cloud's Application Load Balancer in load-balancers (1), Google Cloud's managed Kafka service in streaming-platforms (1), Google Cloud's unified platform in ml-platforms (1), Google Cloud’s Data Fusion in data-virtualization (1), Google Document AI Warehouse in data-warehouses (1), Google Duo/HangoutsMeet in video-conferencing (1), Google Firebase Firestore in nosql-databases (1), Google G Suite / Google Meet in video-conferencing (1), Google GCR in artifact-and-container-registries (1), Google Gemini API in ai-soc-agents (1), Google Gemini Security Agents in ai-soc-agents (1), Google Gemini for Enterprise in enterprise-ai-assistants (1), Google Gemini workspace add-on in enterprise-ai-assistants (1), Google Identity in multi-factor-authentication (1), Google Infrastructure Manager in infrastructure-as-code (1), Google Jules in ai-security-platforms (1), Google Kubernetes Engine - GKE in managed-kubernetes-platforms (1), Google Model Cards in ai-governance-platforms (1), Google Operations (formerly Stackdriver) in observability-platforms (1), Google Play App Signing in application-shielding (1), Google SecOps Agentic SOC / Triage and Investigation Agent (TIN) in ai-soc-agents (1), Google Security Command Center DSPM in cloud-security-posture-management (1), Google Security Command Center DSPM in data-security-posture-management (1), Google Security Operations Triage and Investigation Agent (TIN) / Agentic SOC in ai-soc-agents (1), Google Security Operations with Gemini in ai-soc-agents (1), Google Siemplify in soar-platforms (1), Google Sites in it-documentation (1), Google Titan Key in multi-factor-authentication (1), Google What-If Tool in ai-governance-platforms (1), Google Workspace Advanced Protection in data-loss-prevention (1), Google Workspace Security Health in saas-security-posture-management (1), Google Workspace native in email-security (1), Google Workspace native tools in insider-risk-management (1), Google's AI/ML Ecosystem in ml-platforms (1), Google's OSV-Scanner in software-composition-analysis (1), Google's native protections for Workspace and Google Cloud in data-loss-prevention (1), Google\u2019s AI infrastructure in ml-platforms (1), Google\u2019s Drive DLP in data-loss-prevention (1), Grafana Agent in infrastructure-monitoring (1), Grafana Agent (Static, Flow, and Operator) & Promtail in telemetry-pipelines (1), Grafana Faro in error-and-crash-monitoring (1), Grafana Faro in telemetry-pipelines (1), Grafana LGTM in telemetry-pipelines (1), Grafana Labs' LGTM+ stack in observability-platforms (1), Grafana ML Plugin in aiops-platforms (1), Grafana Observability Stack in telemetry-pipelines (1), Grafana's LGTM stack in observability-platforms (1), Graip.AI in intelligent-document-processing (1), Graphical Networks netTerrain DCIM in data-center-infrastructure-management (1), Graudit in static-application-security-testing (1), Gravitee APIM in api-management (1), Gravwell Community Edition in siem-platforms (1), Gravy Analytics / Venntel in proxy-networks (1), Great Expectations Core in data-quality-and-observability (1), GreatMasking in data-masking-and-test-data (1), Greenbone OpenVAS in vulnerability-management-platforms (1), Greenbone OpenVAS (Community Edition) in vulnerability-management-platforms (1), Grepr in observability-platforms (1), Grepsr in proxy-networks (1), GreyNoise RIOT in threat-intelligence-platforms (1), Group-Based Licensing in microsoft-365-management (1), Grouper in identity-governance (1), Group‑IB in digital-risk-protection (1), Group‑IB in threat-intelligence-platforms (1), GuardSquare's DexGuard/iXGuard in application-shielding (1), Guardian Digital in email-security (1), Guardicore Centra in deception-technology (1), Guardio in endpoint-protection (1), Guardsquare AppSweep in application-shielding (1), Guardsquare’s DexGuard and iXGuard in application-shielding (1), Guidde in it-documentation (1), Gumloop in ai-it-support-agents (1), H2O.ai - Open Source Version in ml-platforms (1), H3C S5130S Series in data-center-networking (1), H3C S6850 High-Density Data Center Switch in data-center-networking (1), HP (Wolfray Cyber Security) Wolf Pro Security in endpoint-protection (1), HP Fortify in static-application-security-testing (1), HP Inc. in digital-employee-experience (1), HP Operations Manager in observability-platforms (1), HP Performance Manager in observability-platforms (1), HP ProCurve/Aruba 2530 Series in data-center-networking (1), HP StoreServ 7000 in enterprise-storage-systems (1), HPE 3PAR StoreServ 7000/7000c in enterprise-storage-systems (1), HPE Alletra MP X10000 in enterprise-storage-systems (1), HPE Alletra Storage Server 4120 in enterprise-storage-systems (1), HPE Aruba CX Series (8000/9300) in data-center-networking (1), HPE Aruba ClearPass Policy Manager – CPPM 6.12/6.13 in network-access-control (1), HPE Aruba EdgeConnect SD‑WAN in sd-wan (1), HPE Aruba Networking CX in data-center-networking (1), HPE Data Center Switches in data-center-networking (1), HPE Hyperconverged Infrastructure in server-virtualization-platforms (1), HPE Juniper Networking vSRX in next-generation-firewalls (1), HPE Juniper QFX + Apstra in data-center-networking (1), HPE MSA Gen7 in enterprise-storage-systems (1), HPE MSA Series (MSA 3060 / 3070) in enterprise-storage-systems (1), HPE Nimble Storage with Cloud Volumes in enterprise-storage-systems (1), HPE StoreOnce in backup-and-disaster-recovery (1), HPE-Aruba in data-center-networking (1), HTML-Diff in website-and-synthetic-monitoring (1), HTTPS Everywhere (EFF) in client-side-protection (1), HUMAN Security — formerly PerimeterX in bot-management (1), HackTheBox in secure-code-training (1), HackerOne Security Knowledge Platform in secure-code-training (1), Hackshield in application-shielding (1), Hadrian in attack-surface-management (1), Halo Cloud Backup in backup-and-disaster-recovery (1), HaloPSA in it-service-management (1), Hanzo in communications-archiving-and-compliance (1), HappyFox Assist AI in ai-it-support-agents (1), Harbor Registry (Self-Hosted) in artifact-and-container-registries (1), Hardware passkeys (e.g., Yubico) in multi-factor-authentication (1), Harness WAAP (by Traceable AI) in api-security-platforms (1), Harvey AI in enterprise-ai-assistants (1), HashiCorp Vault Open Source in secrets-management (1), HashiCorp Vault – PKI secrets engine in certificate-lifecycle-management (1), Hazelcast in nosql-databases (1), Headscale in zero-trust-network-access (1), Health-ISAC in threat-intelligence-platforms (1), Help Scout AI in ai-it-support-agents (1), Hewlett Packard Enterprise (HPE) Aruba EdgeConnect in sd-wan (1), Hex in ml-platforms (1), Hidden Layer in ai-security-platforms (1), Hideez Workforce Identity Service in workforce-identity-and-sso (1), Hitachi Vantara VSP E Series in enterprise-storage-systems (1), Hitachi Vantara VSP One in enterprise-storage-systems (1), Hitachi Vantara's Virtual Storage Platform One in enterprise-storage-systems (1), Hive Metastore in data-catalogs-and-governance (1), Hive Systems Quantitative Cyber Risk Assessment Tool in cyber-risk-quantification (1), HiveSystems Quantitative Risk Assessment Tool in cyber-risk-quantification (1), Hiverpay in saas-management-platforms (1), HoneyPy in deception-technology (1), Honeynet Project in deception-technology (1), Honeypot.io in deception-technology (1), HopToDesk in remote-support-and-remote-access (1), Hornetsecurity 365 Total Protection in email-security (1), Hosting provider's DNS in managed-dns (1), HostingMella in cloud-hosting (1), Hotmail in email-security (1), Huawei Quidway S1700 in data-center-networking (1), HubEngage in digital-employee-experience (1), HubSpot Content Hub in digital-employee-experience (1), HubSpot Spot Intelligence in ml-platforms (1), HubSpot with Breeze AI in enterprise-ai-assistants (1), HubSpot workflows in workflow-orchestration (1), Hughes Managed SASE in sase-platforms (1), Hugo in it-documentation (1), Hume in soar-platforms (1), HushHush Data Masking Components in data-masking-and-test-data (1), Hyland Software in communications-archiving-and-compliance (1), Hyper-V role in Windows Server in server-virtualization-platforms (1), HyperStore in enterprise-storage-systems (1), Hyperstack in ml-platforms (1), Hyve Managed Hosting in cloud-hosting (1), IAM Roles in non-human-identity-management (1), IBM AIF360 in ai-governance-platforms (1), IBM APM in application-performance-monitoring (1), IBM AppDynamics in application-performance-monitoring (1), IBM AppScan in dynamic-application-security-testing (1), IBM Apptio (Apptio + Cloudability) in it-financial-management (1), IBM Apptio (ApptioOne + Cloudability) in it-financial-management (1), IBM Apptio (ApptioOne) in it-financial-management (1), IBM Apptio (ApptioOne, Cloudability) in it-financial-management (1), IBM Apptio (including Cloudability) in it-financial-management (1), IBM Apptio / Apptio Cloudability in it-financial-management (1), IBM Apptio / Cloudability in it-financial-management (1), IBM Aspera on Cloud in managed-file-transfer (1), IBM Bob in ai-coding-assistants (1), IBM Cloud Pak for Data – Data Virtualization in data-virtualization (1), IBM Cloud Security & Compliance Center in cloud-security-posture-management (1), IBM Concert Operate in aiops-platforms (1), IBM Data Observability by Databand in data-quality-and-observability (1), IBM Db2 managed offerings in managed-relational-databases (1), IBM Enterprise Content Management in communications-archiving-and-compliance (1), IBM InfoSphere Guardium in data-masking-and-test-data (1), IBM Master Data Management in master-data-management (1), IBM Master Data Management / InfoSphere MDM in master-data-management (1), IBM Netcool / Omron in data-center-infrastructure-management (1), IBM Optim Data Masking in data-masking-and-test-data (1), IBM QRadar on Cloud / QRadar SaaS in siem-platforms (1), IBM RPA with Automation Anywhere in robotic-process-automation (1), IBM Security Directory Server / SECU Suite in identity-governance (1), IBM Security IDM / Oracle Unified Directory in customer-identity-and-access-management (1), IBM Security QRadar EDR in endpoint-detection-and-response (1), IBM Security QRadar SOAR SaaS in soar-platforms (1), IBM Security Randori Recon in attack-surface-management (1), IBM Security Verify Privilege in privileged-access-management (1), IBM Security X‑Force in threat-intelligence-platforms (1), IBM Sterling Integrator in edi-platforms (1), IBM TRIRIGA in data-center-infrastructure-management (1), IBM Verify Identity / CIAM in customer-identity-and-access-management (1), IBM Verify Identity Governance 10.0.x in identity-governance (1), IBM Voltana SecureData (formerly Voltage Security) in data-masking-and-test-data (1), IBM Watson Assistant in enterprise-ai-assistants (1), IBM Watson OpenScale in ai-governance-platforms (1), IBM Watson Query in data-virtualization (1), IBM XIV Storage in enterprise-storage-systems (1), IBM-style suites in non-human-identity-management (1), IBMCloud in managed-kubernetes-platforms (1), ICS/IoT/OT Hardening Framework (GitHub: SiteQ8) in ot-and-iot-security (1), ICSForge in ot-and-iot-security (1), ID Scan / IDScan.net in identity-verification (1), IDAX in digital-employee-experience (1), IDrive BMR Pro in enterprise-storage-systems (1), IPStorm in proxy-networks (1), IRI CoSort / FieldShield in data-masking-and-test-data (1), ISC / PowerDNS in ddi-and-ipam (1), ISO 22301 Templates & Documentation Tools in business-continuity-management (1), ISP-Provided DNS Servers in dns-filtering (1), ISP-managed / carrier-branded SD-WAN in sd-wan (1), IT-Glue in it-documentation (1), ITBoost (by ConnectWise) in it-documentation (1), IdeaSoft in digital-employee-experience (1), Identity in identity-governance (1), Identity Defense in identity-verification (1), IdentityForce / IdentityDefense / Identity Services LLC in identity-verification (1), Illusive Networks — Proofpoint Identity Threat Defense in deception-technology (1), Immediate Dex Air in digital-employee-experience (1), Imperva Dynamic Masking in data-masking-and-test-data (1), Imperva PerimeterX in bot-management (1), Imperva's bot management solutions in bot-management (1), Imposta Bot Management in bot-management (1), In-House/Built-in Bot Management in bot-management (1), IncMan SOAR in soar-platforms (1), Incydr (Code42) in insider-risk-management (1), Indusface WAS in dynamic-application-security-testing (1), Indusface – AppTrana (Bot Management) in bot-management (1), Industrial AI in ot-and-iot-security (1), Infer in static-application-security-testing (1), Infinidat InfiniBox SSA G4 F4416T in enterprise-storage-systems (1), Infinispan / JBoss Cache in nosql-databases (1), Infiscale in non-human-identity-management (1), InfluxDB 1.x in time-series-databases (1), InfluxDB 1.x / 2.x in time-series-databases (1), InfluxDB 3.x in time-series-databases (1), InfluxDB line protocol in time-series-databases (1), Infobip Voice API in communications-apis (1), Infoblox NetMRI in network-monitoring-and-management (1), Infoblox Universal DDI Management in ddi-and-ipam (1), Inform ERP (DDI Module) in ddi-and-ipam (1), Informatica Data Observability in data-quality-and-observability (1), Informatica PDM in data-masking-and-test-data (1), Informatica Persistent / Cloud Data Masking in data-masking-and-test-data (1), Informatica PowerCenter 10.5.x in etl-and-elt (1), Informatica Test Data Manager in data-masking-and-test-data (1), Infosec IQ PhishSim in security-awareness-training (1), Ingrid.io in cloud-cost-management (1), Insider Threat Detection Tool (GitHub) in insider-risk-management (1), Insider Threat Matrix (GitHub) in insider-risk-management (1), Insider Threat Monitor (GitHub) in insider-risk-management (1), InstantProxies in proxy-networks (1), IntSights [now VMware Carbon Black] in digital-risk-protection (1), Intel Data Center Manager (Intel DCM - Legacy Branded) in data-center-infrastructure-management (1), IntelligenceBank in third-party-risk-management (1), Intelligroup in edi-platforms (1), Intermapper in network-monitoring-and-management (1), Interxion (Digital Realty subsidiary) in colocation-providers (1), Intrado in business-phone-systems (1), Intralinks in digital-employee-experience (1), Intrigue (formerly Core Security) in vulnerability-management-platforms (1), Intrigue Core in static-application-security-testing (1), Intruder Developer edition in dynamic-application-security-testing (1), Intune Endpoint Analytics in digital-employee-experience (1), InvGate Insight in network-monitoring-and-management (1), InvGate Insight/Assets in it-asset-management (1), Inverbis Analytics in process-mining (1), IronBee in web-application-firewalls (1), IronSource (by Check Point) in application-shielding (1), Ironclad in intelligent-document-processing (1), Isovalent (Isovalent Enterprise Browser) in enterprise-browsers (1), Istio Gateway in load-balancers (1), Istio Legacy Registries (`gcr.io/istio-release` & `registry.istio.io/release`) in artifact-and-container-registries (1), Itarian Patch Manager in patch-management (1), Iterasec in penetration-testing-as-a-service (1), Ivanti CSA in managed-file-transfer (1), Ivanti Connect Secure in network-monitoring-and-management (1), Ivanti Connect Secure / Policy Secure in privileged-access-management (1), Ivanti Connect Secure / Pulse Secure in zero-trust-network-access (1), Ivanti Endpoint Manager Mobile (EPMM) in unified-endpoint-management (1), Ivanti Neurons for RBVM in vulnerability-management-platforms (1), Ivanti Products in patch-management (1), JFrog Artifactory Community / OSS Edition in artifact-and-container-registries (1), JFrog Cloud in artifact-and-container-registries (1), JLint in static-application-security-testing (1), JS-Confuser in client-side-protection (1), JSDefender in application-shielding (1), JTEKT in ot-and-iot-security (1), JW Player in streaming-platforms (1), JWP Connatix in streaming-platforms (1), Jahia DXP in digital-employee-experience (1), JailMonkey in application-shielding (1), Jamf Zero Trust in network-access-control (1), Jami in video-conferencing (1), JanusGraph in nosql-databases (1), Jetpack Site Accelerator in content-delivery-networks (1), Jira Service Management Server in it-service-management (1), Jira Service Management Standard with Rovo in ai-it-support-agents (1), Jira Service Management with Assets in it-documentation (1), Jitterbit Harmony in api-management (1), Jitterbit Harmony in edi-platforms (1), Jobber in it-financial-management (1), Jscrambler Client-Side Protection and Compliance Platform in client-side-protection (1), Jscrambler Client-Side Security Platform in client-side-protection (1), Jumio Identity Verification in identity-verification (1), Juniper EX Series in data-center-networking (1), Juniper EX4600 in data-center-networking (1), Juniper Junos‑Space in data-center-networking (1), Juniper Mist SD-WAN in sd-wan (1), Juniper QFX Line in data-center-networking (1), Juniper QFX5120 in data-center-networking (1), Juniper QFX5200, ACX6160 in data-center-networking (1), Juniper SD‑WAN in sd-wan (1), Juniper SRX-WAF modules in web-application-firewalls (1), Juniper Session Smart Routing in sd-wan (1), Juniper with Apstra in data-center-networking (1), Juniper’s QFX-based data center fabric, managed with Apstra in data-center-networking (1), Jupyter in remote-support-and-remote-access (1), K2View Dynamic Data Virtualization in data-virtualization (1), KPMG CRI in cyber-risk-quantification (1), Kafka Streams in streaming-platforms (1), Kafka-based ingestion in telemetry-pipelines (1), Kali Linux in penetration-testing-as-a-service (1), Kamailio in communications-apis (1), Kanopy in saas-management-platforms (1), Kantata PSA in it-financial-management (1), Karate in api-security-platforms (1), Kaseya SIEM in siem-platforms (1), Kaseya-Owned Platforms (e.g., Kaseya BMS / IT Glue / Datto) in it-asset-management (1), Kaseya-linked tools such as Datto/CentraStage in remote-monitoring-and-management (1), KasperSwap in digital-employee-experience (1), Kaspersky Password Manager in business-password-managers (1), Kaspersky Small Office Security in endpoint-protection (1), Kea in ddi-and-ipam (1), Kea for DHCP in ddi-and-ipam (1), Keepalived in load-balancers (1), Keepnet Labs' Free Library in security-awareness-training (1), KeepnetLabs in security-awareness-training (1), Kensu in data-quality-and-observability (1), Kentico (Xperience) in digital-employee-experience (1), Kentik Synthetics in website-and-synthetic-monitoring (1), Kernel-based Virtual Machine (KVM) in server-virtualization-platforms (1), Kevros AI Governance Gateway in ai-governance-platforms (1), KeyChest in certificate-lifecycle-management (1), Keybase in video-conferencing (1), Keybase Git in source-control-hosting (1), Keyfactor Certificate Lifecycle Automation in certificate-lifecycle-management (1), Keylime in non-human-identity-management (1), Kimi Code in ai-coding-assistants (1), Kinsta APM in application-performance-monitoring (1), Klaviyo in customer-identity-and-access-management (1), Kleinschmidt (EDI Gateway) in edi-platforms (1), Kloudle in cloud-security-posture-management (1), Knock in communications-apis (1), Knostic in ai-security-platforms (1), KnowBe4 Defend in email-security (1), Knowmax in it-documentation (1), Kofax (Tungsten) TotalAgility in intelligent-document-processing (1), Koi Security in threat-intelligence-platforms (1), Kong Gateway – Community edition in api-gateways (1), Kraken Institutional in digital-employee-experience (1), KrakenD Community Edition in api-gateways (1), KrakenD Community Edition in api-management (1), Krare Insights in cyber-risk-quantification (1), Krux in intelligent-document-processing (1), Kryon RPA / Foxtrot RPA (by Nintex) in robotic-process-automation (1), KubeStack in telemetry-pipelines (1), Kubecost Foundations in cloud-cost-management (1), Kubernetes PodSecurityPolicy (PSP) in container-and-kubernetes-security (1), Kubewatch in aiops-platforms (1), Kyber Network in digital-employee-experience (1), KyberSwap Elastic in digital-employee-experience (1), LLDAP in multi-factor-authentication (1), LLM Whisperer in intelligent-document-processing (1), LLMGateway in llm-gateways-and-observability (1), LMNTRIX in network-detection-and-response (1), LMstudio in llm-gateways-and-observability (1), Lakewood in digital-employee-experience (1), Landscape in patch-management (1), LangGraph in workflow-orchestration (1), LangSmith’s LLM Gateway in llm-gateways-and-observability (1), Lapse+ in static-application-security-testing (1), LastPass Identity in multi-factor-authentication (1), Latenode in api-management (1), LaunchDarkly's free tier in feature-flags (1), Layer7 API Gateway in api-gateways (1), Layer7 Gateway AMI/VHD formats in api-gateways (1), Le Chat in ml-platforms (1), LeaderLab in ddi-and-ipam (1), Leaf-Spine Architecture in data-center-networking (1), Leetsox.com in proxy-networks (1), Legacy Dell EMC Products in enterprise-storage-systems (1), Legacy FTP/SFTP servers (e.g., plain FTP, old WS_FTP) in managed-file-transfer (1), Legacy Free Bitnami Image Repositories in artifact-and-container-registries (1), Legacy GitHub Packages Docker Registry (`docker.pkg.github.com`) in artifact-and-container-registries (1), Legacy IBM API Connect in api-management (1), Legacy Microsoft MDS in master-data-management (1), Legacy Microsoft Network Access Protection (NAP) in network-access-control (1), Legacy NetApp 7-Mode in enterprise-storage-systems (1), Legacy SIEMs in log-management (1), Legacy TIBCO in streaming-platforms (1), LegalZoom in compliance-automation (1), Lenovo ThinkSystem DS2200 in enterprise-storage-systems (1), Lenovo/Hitachi Vantara in enterprise-storage-systems (1), Leostream in virtual-desktops (1), Level3 in content-delivery-networks (1), LevelBlue Labs' Open Threat Exchange (OTX) in threat-intelligence-platforms (1), LevelDB in nosql-databases (1), Leviia in object-storage (1), Levo in api-security-platforms (1), Lexi-Interact in ddi-and-ipam (1), Liferay DXP in digital-employee-experience (1), Lightsquared (ViaWest) in colocation-providers (1), Liminal.ai in ai-security-platforms (1), Linode VK8s in managed-kubernetes-platforms (1), Liquidware CommandCTRL & Stratusphere UX in digital-employee-experience (1), LiteLLM OSS in llm-gateways-and-observability (1), Litmos in security-awareness-training (1), Llama Guard in ai-security-platforms (1), Lobster_data in edi-platforms (1), Local Tier-2 Providers in colocation-providers (1), LocalAI in ai-coding-assistants (1), Lockpath in third-party-risk-management (1), Lockstep in compliance-automation (1), LogMeOnce in business-password-managers (1), LogRhythm SOAR in soar-platforms (1), Logic Monitor in application-performance-monitoring (1), LogicManager BCM in business-continuity-management (1), LogicMonitor Event Intelligence in aiops-platforms (1), Logit in cyber-risk-quantification (1), Longbow Security in application-security-posture-management (1), Looker Embedded Analytics in embedded-analytics (1), LowCostColocation.com in colocation-providers (1), Luma (lu.ma) in streaming-platforms (1), Lumify in soar-platforms (1), Lumina.io (Tenable) in penetration-testing-as-a-service (1), Luminati Networks (now part of Bright Data) in proxy-networks (1), Lumu in network-detection-and-response (1), Luna Proxy in proxy-networks (1), LunaTransfer in managed-file-transfer (1), Lunar in digital-risk-protection (1), Lunar.dev in llm-gateways-and-observability (1), M3 in time-series-databases (1), M365 Lighthouse in microsoft-365-management (1), MASTG Android RASP in application-shielding (1), MATLAB in ml-platforms (1), MDS in master-data-management (1), MENTIS in data-masking-and-test-data (1), MLflow AI Gateway in llm-gateways-and-observability (1), MS Purview in data-catalogs-and-governance (1), MSA in enterprise-storage-systems (1), MSOnline in microsoft-365-management (1), MSOnline or AzureAD PowerShell modules in microsoft-365-management (1), MSP360 Community Edition in remote-monitoring-and-management (1), MSSQL SSIS in ddi-and-ipam (1), MVISION EDR in endpoint-detection-and-response (1), MaPS System in master-data-management (1), Mage iDiscover in data-security-posture-management (1), Magic Orange in it-financial-management (1), Magnolia in digital-employee-experience (1), MailArchiva in communications-archiving-and-compliance (1), Mailpiler (Piler) in communications-archiving-and-compliance (1), MailsDaddy Free Email Archiver in communications-archiving-and-compliance (1), MaintainX in it-asset-management (1), Maltego in threat-intelligence-platforms (1), Mammoth in enterprise-browsers (1), Mamori in zero-trust-network-access (1), ManageEngine ADAudit Plus in microsoft-365-management (1), ManageEngine M365 Manager Plus Free Edition in microsoft-365-management (1), ManageEngine Network Configuration Manager in network-monitoring-and-management (1), ManageEngine Patch Manager Plus Free edition in patch-management (1), ManageEngine RecoveryManager Plus in backup-and-disaster-recovery (1), ManageEngine Remote Monitoring and Management in remote-monitoring-and-management (1), ManageEngine Service Desk in incident-management-and-on-call (1), ManageEngine ServiceDesk Plus Free in it-service-management (1), ManageEngine ServiceDesk Plus with Zia in ai-it-support-agents (1), ManageEngine solutions in patch-management (1), ManageEngine – PAM360 in privileged-access-management (1), ManageEngine's OpManager in website-and-synthetic-monitoring (1), ManageEngine’s Somanet (part of OpManager) in aiops-platforms (1), Managed Instance in managed-relational-databases (1), Managed MySQL Services (various providers) in managed-relational-databases (1), Mandiant (FireEye) TIP in threat-intelligence-platforms (1), Manus in enterprise-ai-assistants (1), Maple in digital-employee-experience (1), Maples Systems/Weintek in ot-and-iot-security (1), MariaDB in managed-relational-databases (1), Markmonitor in cloud-hosting (1), Martian's model router in llm-gateways-and-observability (1), Mask-Me in data-masking-and-test-data (1), Masscan in attack-surface-management (1), Mastek in edi-platforms (1), Match 360 in master-data-management (1), Mattermost in it-service-management (1), McAfee consumer bundles in endpoint-detection-and-response (1), MedhaOS in ai-governance-platforms (1), MediQ in ddi-and-ipam (1), Media CDN in content-delivery-networks (1), Melissa Data Quality Suite in data-quality-and-observability (1), Mellanox Spectrum in data-center-networking (1), Meltano Open in etl-and-elt (1), Menlo Secure Enterprise Browser in enterprise-browsers (1), Menlo Security Secure Enterprise Browser in enterprise-browsers (1), Merlin Lab in digital-employee-experience (1), MessageCentral in communications-apis (1), Meta's "Muse" Assistant in enterprise-ai-assistants (1), MetaAccess in network-access-control (1), MetaMask in digital-employee-experience (1), MetalLB in load-balancers (1), Metallic in backup-and-disaster-recovery (1), Metalogix in microsoft-365-management (1), Meteora in digital-employee-experience (1), MicroWorld eScan Enterprise EDR in endpoint-protection (1), Microsoft 365 Apps admin center / Cloud Update in microsoft-365-management (1), Microsoft 365 Archive / Exchange Online Archiving in communications-archiving-and-compliance (1), Microsoft 365 Browser Extension in microsoft-365-management (1), Microsoft 365 Copilot governance in ai-governance-platforms (1), Microsoft 365, Azure AD in multi-factor-authentication (1), Microsoft AVD in virtual-desktops (1), Microsoft AVD / Windows 365 in virtual-desktops (1), Microsoft Active Directory Certificate Services - AD CS in certificate-lifecycle-management (1), Microsoft Auth in multi-factor-authentication (1), Microsoft AutoGen in workflow-orchestration (1), Microsoft Azure AD MFA in multi-factor-authentication (1), Microsoft Azure AI Content Safety in ai-security-platforms (1), Microsoft Azure AI Foundry in ml-platforms (1), Microsoft Azure AI Governance in ai-governance-platforms (1), Microsoft Azure Analysis Services in data-virtualization (1), Microsoft Azure Arc / SQL Server in data-virtualization (1), Microsoft Azure Backup Server (MABS) in backup-and-disaster-recovery (1), Microsoft Azure Business Continuity in business-continuity-management (1), Microsoft Azure Data Lake / SQL Server Dynamic Data Masking in data-masking-and-test-data (1), Microsoft Azure Microsegmentation (via Azure Firewall Manager, NSGs, or partner solutions) in microsegmentation (1), Microsoft Azure OpenAI in ai-security-platforms (1), Microsoft Azure Virtual Desktop (AVD) with Nerdio Manager in virtual-desktops (1), Microsoft Business Contact Manager (BCM) in business-continuity-management (1), Microsoft CodePlex in source-control-hosting (1), Microsoft Copilot Chat in enterprise-ai-assistants (1), Microsoft Copilot-based IT helpdesk automation in ai-it-support-agents (1), Microsoft Data Integration (DI) Services in etl-and-elt (1), Microsoft Defender Adaptive App Controls in container-and-kubernetes-security (1), Microsoft Defender Deception in deception-technology (1), Microsoft Defender Managed Detection and Response in managed-detection-and-response (1), Microsoft Defender Portal in microsoft-365-management (1), Microsoft Defender SOAR in soar-platforms (1), Microsoft Defender Suite for Business in extended-detection-and-response (1), Microsoft Defender built-in / Defender for Business in endpoint-protection (1), Microsoft Defender for Cloud — Defender for Containers in container-and-kubernetes-security (1), Microsoft Defender for Cloud’s Foundational CSPM in cloud-security-posture-management (1), Microsoft Defender for Endpoints in endpoint-protection (1), Microsoft Defender for Identity plus Entra ID Protection in identity-threat-detection-and-response (1), Microsoft Defender multitenant management in microsoft-365-management (1), Microsoft Defender's identity-security stack in identity-threat-detection-and-response (1), Microsoft Endpoint Manager (Intune) built-in Reports in it-asset-management (1), Microsoft Entra Connect v2 in microsoft-365-management (1), Microsoft Entra Entitlements in identity-governance (1), Microsoft Form Recognizer in intelligent-document-processing (1), Microsoft Foundry in llm-gateways-and-observability (1), Microsoft Foundry / Azure responsible AI tooling in ai-governance-platforms (1), Microsoft Graph Toolkit (MGT) in microsoft-365-management (1), Microsoft Hyper-V with Remote Desktop Services (RDS) in virtual-desktops (1), Microsoft Intune NAC API in network-access-control (1), Microsoft Master Data Services, Microsoft MDS in master-data-management (1), Microsoft NLB (Native Windows Load Balancer) in load-balancers (1), Microsoft NPS in network-access-control (1), Microsoft Network Monitor, also known as NetMon in network-monitoring-and-management (1), Microsoft Outlook in email-security (1), Microsoft PowerBI in ml-platforms (1), Microsoft Purview DSPM for AI in ai-governance-platforms (1), Microsoft Purview Data Lifecycle Management in microsoft-365-management (1), Microsoft Purview Data Masking in data-masking-and-test-data (1), Microsoft Purview Info Protector in data-loss-prevention (1), Microsoft Purview with Copilot controls in ai-security-platforms (1), Microsoft Purview with Responsible AI tools in ai-governance-platforms (1), Microsoft Remote Help in remote-support-and-remote-access (1), Microsoft Responsible AI Dashboard in ai-governance-platforms (1), Microsoft SQL DDM in data-masking-and-test-data (1), Microsoft SQL Data Masking (Dynamic Data Masking in Azure SQL/SSMS) in data-masking-and-test-data (1), Microsoft SQL Server Integration Services, SSIS in etl-and-elt (1), Microsoft SQL Server Master Data Services (MDS) in master-data-management (1), Microsoft SQL Server PolyBase in data-virtualization (1), Microsoft Security Copilot agents in Defender / Microsoft Sentinel in ai-soc-agents (1), Microsoft Security Copilot with the Security Alert Triage Agent in ai-soc-agents (1), Microsoft Security Copilot’s Security Alert Triage Agent in ai-soc-agents (1), Microsoft Security Ecosystem in ai-security-platforms (1), Microsoft Sentinel Logic Apps in soar-platforms (1), Microsoft Sentinel – Threat Intelligence in threat-intelligence-platforms (1), Microsoft Sentinel's built-in automation in soar-platforms (1), Microsoft System Center in server-virtualization-platforms (1), Microsoft System Center Operations Manager (SCOM) in observability-platforms (1), Microsoft Virtual Server 2005 / 2008 R2 in server-virtualization-platforms (1), Microsoft Viva Glint in digital-employee-experience (1), Microsoft Viva Insights in microsoft-365-management (1), Microsoft Windows Network Load Balancer (WNLB) in load-balancers (1), Microsoft native DNS/DHCP + Windows Server IPAM in ddi-and-ipam (1), Microsoft — Defender for Cloud in cloud-native-application-protection (1), Microsoft's Native Tools in microsoft-365-management (1), Microsoft's built-in tools in microsoft-365-management (1), Microsoft's built-in update tools in patch-management (1), Microsoft's native tools in backup-and-disaster-recovery (1), Microsoft-native options in security-awareness-training (1), Microsoft365DSC (open-source) in microsoft-365-management (1), Microsoft’s Endpoint Analytics in digital-employee-experience (1), Middle ware in log-management (1), MilesWeb in source-control-hosting (1), Mimecast Email Security with Targeted Threat Protection in threat-intelligence-platforms (1), MinIO Community Edition in object-storage (1), Minerva Anti-Evasion Platform in deception-technology (1), Minimus in ai-security-platforms (1), Mist AI Ops in data-center-networking (1), Mitigata in cyber-risk-quantification (1), Mobile Security Framework (MobSF) in application-shielding (1), ModbusPal in ot-and-iot-security (1), Mode Analytics in embedded-analytics (1), Mogenius in internal-developer-portals (1), Monday CRM with AI in enterprise-ai-assistants (1), Monday.com Revenue AI OS in enterprise-ai-assistants (1), Monday.com's Revenue AI OS in enterprise-ai-assistants (1), Mondoo in saas-security-posture-management (1), Money Manager Ex in it-financial-management (1), MongoDB Atlas Free Tier (M0) in nosql-databases (1), MongoDB Atlas Serverless in managed-relational-databases (1), MongoDB Time Series Collections in time-series-databases (1), MonoSwap v3 in digital-employee-experience (1), Mosaic AI in ml-platforms (1), Mosquitto (MQTT) in streaming-platforms (1), Motadata Observe in data-center-infrastructure-management (1), Motorola in ot-and-iot-security (1), Moveworks AI Copilot in enterprise-ai-assistants (1), Movitera in it-documentation (1), MuleSoft Apiary in api-management (1), MuleSoft RPA in robotic-process-automation (1), Mulesoft API Gateway in api-gateways (1), Mullvad's DNS in dns-filtering (1), Munin in infrastructure-monitoring (1), Mux in content-delivery-networks (1), MxToolbox in email-security (1), MyDLP Community Edition in data-loss-prevention (1), Myra Bot Management in bot-management (1), N-Protect (by N-able) in microsoft-365-management (1), N-able nCentral in remote-monitoring-and-management (1), N-central in network-monitoring-and-management (1), N2W in backup-and-disaster-recovery (1), NAVEX Global in third-party-risk-management (1), NAVEX One Compliance Essentials in compliance-automation (1), NETBOX.io in data-center-infrastructure-management (1), NGINX Gateway Fabric in api-gateways (1), NGINX-based gateways in api-gateways (1), NIST AI RMF (Risk Management Framework) in ai-governance-platforms (1), NIST SP 800-30 Risk Assessment Guide (Free) in cyber-risk-quantification (1), NIST’s Cybersecurity Framework in cyber-risk-quantification (1), NMSLIB in vector-databases (1), NSFocus in client-side-protection (1), NSX Cloud for AWS and Azure workloads in microsegmentation (1), NVIDIA AI Enterprise Security in ai-security-platforms (1), NVIDIA Cumulus in data-center-networking (1), NVIDIA Garak in ai-security-platforms (1), NVIDIA InfiniBand (Quantum-X series) in data-center-networking (1), NVIDIA Open Agent Safety Platform in ai-security-platforms (1), NVIDIA Spectrum/Cumulus in data-center-networking (1), NXLog Enterprise Edition and NXLog Manager in log-management (1), Namecheap PremiumDNS in managed-dns (1), Native Cloud NGFWs (AWS, GCP, Azure) in next-generation-firewalls (1), Native HubSpot Workflows in workflow-orchestration (1), Native Microsoft 365 Tools in microsoft-365-management (1), Native Microsoft IPAM in ddi-and-ipam (1), Native browser CSP in client-side-protection (1), Native tools: AWS Cost Management, Microsoft Cost Management, Google Cloud Billing in cloud-cost-management (1), Nautical Commerce in digital-employee-experience (1), NeMo Guardrails in ai-security-platforms (1), Nebula/ThreatDown ITDR in identity-threat-detection-and-response (1), Neo4j Community Edition in nosql-databases (1), NeoDatis in nosql-databases (1), NeoDatis/ObjectDB in nosql-databases (1), NetApp AFF A250 or FAS Series in enterprise-storage-systems (1), NetApp AFF C-Series running ONTAP in enterprise-storage-systems (1), NetApp AFF Series with Cloud ONTAP in enterprise-storage-systems (1), NetApp Cloud Volumes in enterprise-storage-systems (1), NetApp Cloud Volumes ONTAP in enterprise-storage-systems (1), NetApp E-Series in enterprise-storage-systems (1), NetApp FAS Series in enterprise-storage-systems (1), NetApp FAS2700 in enterprise-storage-systems (1), NetApp Instaclustr in streaming-platforms (1), NetApp's entry-level E-series (E2800/E5700) in enterprise-storage-systems (1), NetGate pfSense SD-WAN in sd-wan (1), NetIQ in workforce-identity-and-sso (1), NetSecurity in endpoint-protection (1), NetSuite’s native tools in edi-platforms (1), NetVault / NetEye (by Red Hat) in network-monitoring-and-management (1), NetWitness Platform in siem-platforms (1), Netacea Bot Management in bot-management (1), Netflix Astyanax in time-series-databases (1), Netflix Maestro in workflow-orchestration (1), Netgate 4200 running pfSense Plus in next-generation-firewalls (1), Netgear Orbi in data-center-networking (1), Netlify DDoS protection in ddos-protection (1), Netskope Data Protection in data-loss-prevention (1), Netskope Intelligent SASE in sase-platforms (1), Netskope Intelligent SSE / SASE in sase-platforms (1), Netskope NDR in network-detection-and-response (1), Netskope One DSPM in data-security-posture-management (1), Netskope One Platform in data-loss-prevention (1), Netskope One SSE in zero-trust-network-access (1), Netskope Secure Zero Trust in network-access-control (1), Network ACLs in microsegmentation (1), Network Load Balancers (NLB) in load-balancers (1), Network Security Groups (NSGs) in microsegmentation (1), Netwrix 1Secure Platform in data-security-posture-management (1), Netwrix Identity Manager in identity-governance (1), Netwrix Identity Threat Detection & Response in identity-threat-detection-and-response (1), Netwrix's identity portfolio in identity-threat-detection-and-response (1), Neuraledge Technologies in ai-security-platforms (1), Neuroglia in ai-security-platforms (1), Neustar SecureDNS in dns-filtering (1), Neverinstall in virtual-desktops (1), New Horizon in sd-wan (1), New Relic Applied Intelligence in aiops-platforms (1), New Relic Error Tracking in error-and-crash-monitoring (1), New Relic Errors in error-and-crash-monitoring (1), New Relic Infrastructure Monitoring in infrastructure-monitoring (1), New Relic NR1 in telemetry-pipelines (1), Nexla in data-virtualization (1), NextArray in colocation-providers (1), Nexus 9000 series in data-center-networking (1), Nexus Dashboard with NX-OS in data-center-networking (1), Nexus Dashboard with NX-OS VXLAN EVPN in data-center-networking (1), Nexus VAN in edi-platforms (1), Nightfall AI DLP in data-loss-prevention (1), Nightfall DLP in data-loss-prevention (1), Nimble Storage in enterprise-storage-systems (1), NinjaOne Mobile Device Management (MDM) in unified-endpoint-management (1), Nintex Process Manager / Nintex Automation Platform in process-mining (1), Nitrokey in multi-factor-authentication (1), Nivo in microsoft-365-management (1), NoScript in client-side-protection (1), Node-RED in workflow-orchestration (1), NodeJS Analyzer in static-application-security-testing (1), Nokia SR Linux in data-center-networking (1), Noname Security – now Akamai API Security in api-security-platforms (1), Norton ConnectSafe in dns-filtering (1), Novva in colocation-providers (1), Nozomi Vantage in ot-and-iot-security (1), Nutanix AHV Virtualization in server-virtualization-platforms (1), Nutanix Acropolis in server-virtualization-platforms (1), Nutanix Cloud Infrastructure with AHV in server-virtualization-platforms (1), Nvidia Virtual GPU in server-virtualization-platforms (1), OCI API Gateway in api-management (1), OLOID in workforce-identity-and-sso (1), OMR in certificate-lifecycle-management (1), OPENVAS (Greenbone) Community Edition in vulnerability-management-platforms (1), OPSWAT SafeConnect/MetaAccess in network-access-control (1), ORDR AI Protect in attack-surface-management (1), OS Domains in managed-dns (1), OSDomains in managed-dns (1), OSS tools in compliance-automation (1), OVD Enterprise in virtual-desktops (1), OVH Managed DBs in managed-relational-databases (1), OVHcloud Anti-DDoS in ddos-protection (1), OWASP SKF/Juice Shop in secure-code-training (1), OWASP Secure Coding Academy / Offensive360 in secure-code-training (1), OWASP Secure Coding Practices in secure-code-training (1), OWASP Security Knowledge Framework (SKF) in secure-code-training (1), OWASP Security Shepherd in secure-code-training (1), OWASP WebGoat in secure-code-training (1), OWASP's Dependency-Track in software-composition-analysis (1), OWASP's own site in secure-code-training (1), ObjectScale in enterprise-storage-systems (1), ObserveID in identity-governance (1), Obsidian Insights in saas-security-posture-management (1), Obsidian Ridge in identity-threat-detection-and-response (1), Odigos in application-performance-monitoring (1), Offensive Security (OSCP) in secure-code-training (1), Okera in data-catalogs-and-governance (1), Okta Identity Defense in identity-threat-detection-and-response (1), Okta ThreatInsight in identity-threat-detection-and-response (1), Okta Verify Push in multi-factor-authentication (1), Older BMC Remedy / Helix on-prem versions in it-service-management (1), Older IBM DataPower in api-management (1), Omnichannel admin center in microsoft-365-management (1), Omnissa Cloud PC in virtual-desktops (1), Omron in ot-and-iot-security (1), One Identity Active Roles / Safeguard in non-human-identity-management (1), OneAPI in llm-gateways-and-observability (1), OneEcomm in edi-platforms (1), OneRing in digital-employee-experience (1), Onspring Business Continuity in business-continuity-management (1), Onés in enterprise-architecture-tools (1), Oozie in workflow-orchestration (1), OpManager in infrastructure-monitoring (1), Open Bug Bounty in penetration-testing-as-a-service (1), Open FAIR tools / spreadsheet-based FAIR in cyber-risk-quantification (1), Open IAM in identity-governance (1), Open Metadata in data-catalogs-and-governance (1), Open Network Operating System (ONOS) in data-center-networking (1), Open Raven Community Edition in data-security-posture-management (1), Open Resilience in business-continuity-management (1), Open Source Storage in enterprise-storage-systems (1), Open WebUI in enterprise-ai-assistants (1), Open-Source Frameworks (e.g., scikit-learn, TensorFlow, PyTorch) in ml-platforms (1), Open-Source Zeek in network-detection-and-response (1), Open-source CSPM tools in cloud-security-posture-management (1), OpenAEV in breach-and-attack-simulation (1), OpenAEV (formerly OpenBAS) by Filigran in breach-and-attack-simulation (1), OpenAI API in enterprise-ai-assistants (1), OpenAI Enterprise ChatGPT in ai-security-platforms (1), OpenAI's GPT models in ai-coding-assistants (1), OpenAM (ForgeRock) in customer-identity-and-access-management (1), OpenASPM in application-security-posture-management (1), OpenAppSec in web-application-firewalls (1), OpenAppSec / Check Point CloudGuard WAF in web-application-firewalls (1), OpenAppSec / CloudGuard WAF in web-application-firewalls (1), OpenBLD in dns-filtering (1), OpenCensus Collector/SDKs in telemetry-pipelines (1), OpenDNS Family Shield in dns-filtering (1), OpenDNS from Cisco in dns-filtering (1), OpenEA in enterprise-architecture-tools (1), OpenEASD in attack-surface-management (1), OpenFAIR Institute in cyber-risk-quantification (1), OpenITDR Framework in identity-threat-detection-and-response (1), OpenLineage in data-catalogs-and-governance (1), OpenMDM in master-data-management (1), OpenNebula in server-virtualization-platforms (1), OpenOps in it-financial-management (1), OpenOps Community in cloud-cost-management (1), OpenSSF "Developing Secure Software" (LFD121) in secure-code-training (1), OpenSSF (Linux Foundation) in secure-code-training (1), OpenSSF / Linux Foundation Education free courses in secure-code-training (1), OpenSSF Linux Foundation Education in secure-code-training (1), OpenSSF Scorecard in software-composition-analysis (1), OpenSSL Toolkit in certificate-lifecycle-management (1), OpenStack Heat in infrastructure-as-code (1), OpenSwitch in data-center-networking (1), OpenText (formerly Micro Focus) MFT in managed-file-transfer (1), OpenText B2B (GXS) in edi-platforms (1), OpenText B2B Integration Foundation in edi-platforms (1), OpenText CloudAlly in backup-and-disaster-recovery (1), OpenText Fortify SAST in static-application-security-testing (1), OpenText Intelligent Document Processing in intelligent-document-processing (1), OpenText MFT in managed-file-transfer (1), OpenText NNMi (HP OpenView) in network-monitoring-and-management (1), OpenText OPTIC in aiops-platforms (1), OpenText Retain / Core Business Communication Archive in communications-archiving-and-compliance (1), OpenTracing in telemetry-pipelines (1), Openlane in compliance-automation (1), OpsNow in it-financial-management (1), Opslyft in cloud-cost-management (1), Optimove in microsegmentation (1), Opti’s Access Governance Solutions in non-human-identity-management (1), Oracle AI Assistant in enterprise-ai-assistants (1), Oracle API Platform in api-management (1), Oracle API Platform / OCI API Gateway in api-management (1), Oracle API Platform Cloud Service in api-management (1), Oracle Apiary Cloud Service in api-management (1), Oracle Cloud DNS in managed-dns (1), Oracle Cloud Infrastructure API Gateway in api-gateways (1), Oracle Cloud Infrastructure Registry in artifact-and-container-registries (1), Oracle Cloud Infrastructure WAF in web-application-firewalls (1), Oracle Cloud NoSQL in nosql-databases (1), Oracle DBCA in application-performance-monitoring (1), Oracle Data Service Integrator (ODSI) in data-virtualization (1), Oracle Database Gateways in data-virtualization (1), Oracle Dyn DNS in managed-dns (1), Oracle ERP in it-financial-management (1), Oracle Essbase in it-financial-management (1), Oracle Identity Cloud in customer-identity-and-access-management (1), Oracle Identity Cloud Service (IDCS) in identity-governance (1), Oracle PeopleSoft Built-in WAF in web-application-firewalls (1), Oracle RAC in data-warehouses (1), Oracle Virtual Desktop Infrastructure (Oracle VDI) in virtual-desktops (1), Oracle Warehouse Builder in etl-and-elt (1), Orbiter in digital-employee-experience (1), Orca on Solana in digital-employee-experience (1), Orq.ai Router in llm-gateways-and-observability (1), Oryx in ai-security-platforms (1), Ostia in internal-developer-portals (1), Ostrich Cyber-Risk (Birdseye) in cyber-risk-quantification (1), Otter.ai OtterPilot in enterprise-ai-assistants (1), Outlook.com (Microsoft) in email-security (1), Oxylabs Web Scraping API in proxy-networks (1), P2 in workforce-identity-and-sso (1), PA-400 series in next-generation-firewalls (1), PAM-PKCS#11 Module in privileged-access-management (1), PEPID in ddi-and-ipam (1), PaddleOCR in intelligent-document-processing (1), Paessler's PRTG Network Monitor in network-monitoring-and-management (1), PageCrawl in website-and-synthetic-monitoring (1), PageVitals in client-side-protection (1), PagerDuty Event Intelligence in aiops-platforms (1), PagerDuty Ops Cloud in aiops-platforms (1), Palantir Technologies in cyber-risk-quantification (1), Palo Alto Networks AI Access Security in ai-security-platforms (1), Palo Alto Networks AI Security / AI Gateway in ai-security-platforms (1), Palo Alto Networks AutoFocus / Cortex in threat-intelligence-platforms (1), Palo Alto Networks Cortex Cloud DSPM in data-security-posture-management (1), Palo Alto Networks Cortex NDR in network-detection-and-response (1), Palo Alto Networks MDR / Cortex-centered services in managed-detection-and-response (1), Palo Alto Networks Managed Threat Defense in managed-detection-and-response (1), Palo Alto Networks PAN-OS in data-center-networking (1), Palo Alto Networks PA‑220 / PA‑340 in next-generation-firewalls (1), Palo Alto Networks Prisma Cloud Compute in container-and-kubernetes-security (1), Palo Alto Networks Prisma SaaS / Prisma Cloud in saas-security-posture-management (1), Palo Alto Networks Strata in network-access-control (1), Palo Alto Networks – Prisma Cloud in container-and-kubernetes-security (1), Palo Alto Networks — Prisma Cloud in cloud-native-application-protection (1), Palo Alto Networks' PA-Series in next-generation-firewalls (1), Palo Alto PA-400/1400 Series or VM-Series in next-generation-firewalls (1), Palo Alto SSPM / Prisma SaaS Security in saas-security-posture-management (1), Palo Alto VM-Series in next-generation-firewalls (1), Palo Alto's Cortex Cloud (formerly Prisma Cloud) in cloud-native-application-protection (1), Pandas in etl-and-elt (1), PapaProxy in proxy-networks (1), Paperspace Gradient in ml-platforms (1), ParaSolutio n Premier Continuum in business-continuity-management (1), ParaSolution Premier Continuum in business-continuity-management (1), Parallels in server-virtualization-platforms (1), Parallels DaaS in virtual-desktops (1), Paralus in privileged-access-management (1), Parasoft/ParaSolution (Premier Continuum) in business-continuity-management (1), Passage by 1Password in customer-identity-and-access-management (1), Passwarden in business-password-managers (1), Patch My PC Cloud / Enterprise Plus in patch-management (1), PatchMon in patch-management (1), Pathlock in identity-governance (1), Patrowl in attack-surface-management (1), Paylocity in digital-employee-experience (1), Pega Process Intelligence in process-mining (1), Peliqan in embedded-analytics (1), Pendo in website-and-synthetic-monitoring (1), Pentaho Kettle (PDI) in etl-and-elt (1), Pentest Express in penetration-testing-as-a-service (1), Perforce TeamHub in source-control-hosting (1), Permit.io in non-human-identity-management (1), Perplexity AI in ml-platforms (1), Persistent Data Masking in data-masking-and-test-data (1), Personio in digital-employee-experience (1), PestoDB / SimpleDB in nosql-databases (1), Petra in identity-threat-detection-and-response (1), Pexip in video-conferencing (1), Pharmavista in ddi-and-ipam (1), PhishSkill in security-awareness-training (1), Phoebe in incident-management-and-on-call (1), Phoenix Contact in ot-and-iot-security (1), Phoenix Security ASPM in application-security-posture-management (1), Phorge in source-control-hosting (1), Pi in ai-security-platforms (1), Pi.ai in ml-platforms (1), Pickle Finance in digital-employee-experience (1), PingOne MFA in multi-factor-authentication (1), PingOne for B2B in customer-identity-and-access-management (1), Pipeline in master-data-management (1), Pirani in business-continuity-management (1), Plaid Identity in identity-verification (1), Plain `.env` files or credentials in source control in secrets-management (1), Plan 2 in email-security (1), PlanToCode in ai-coding-assistants (1), Planview AdaptiveWork in enterprise-architecture-tools (1), PlatformOne in internal-developer-portals (1), Play2Go.cloud in cloud-hosting (1), Pleo in it-financial-management (1), Plerdy in website-and-synthetic-monitoring (1), PlusToken in digital-employee-experience (1), PocketBase/Directus in customer-identity-and-access-management (1), Pod Security Standards (PSS) / Pod Security Admission (PSA) in container-and-kubernetes-security (1), Polaris in cloud-native-application-protection (1), Polymer Data Security in data-security-posture-management (1), PortSwigger Cloud in dynamic-application-security-testing (1), Portkey Gateway in llm-gateways-and-observability (1), Portkey, now branded PRISMA AIRS AI Gateway in llm-gateways-and-observability (1), Portkey.ai in llm-gateways-and-observability (1), PostHog Error Tracking in error-and-crash-monitoring (1), PostgreSQL Foreign Data Wrappers in data-virtualization (1), PostgreSQL with JSON in nosql-databases (1), Postgres JSONB in nosql-databases (1), Postgres foreign data wrappers in data-virtualization (1), Postman Free Tier in api-management (1), Powell365 in microsoft-365-management (1), Power Automate Desktop in robotic-process-automation (1), Power Platform in robotic-process-automation (1), PowerBI in cyber-risk-quantification (1), PowerSuite in it-financial-management (1), PowerVault ME5 in enterprise-storage-systems (1), PreEmptive Protection Dotfuscator in application-shielding (1), Precisely Trillium in data-quality-and-observability (1), Prelude Security Control Validation in breach-and-attack-simulation (1), Preservica in communications-archiving-and-compliance (1), Preset.ai in embedded-analytics (1), Prevalent Vendor Threat Monitor (Free Tier via Mitratech) in third-party-risk-management (1), Prevalent, now part of Mitratech in third-party-risk-management (1), Prewave in third-party-risk-management (1), Primary in enterprise-browsers (1), Prisma Access DNS Security in dns-filtering (1), Prisma Cloud Business Edition in container-and-kubernetes-security (1), Prisma SaaS in saas-security-posture-management (1), Privacy Badger in client-side-protection (1), PrivacySavvy in proxy-networks (1), Privaro.ai in ai-governance-platforms (1), Privileged Identity Management (PIM) in microsoft-365-management (1), Proactivanet in it-asset-management (1), ProcessUnity TPRM in third-party-risk-management (1), Productiv, Inc. in saas-management-platforms (1), Progress Sitefinity in digital-employee-experience (1), Project Honey in deception-technology (1), Project Voldemort in nosql-databases (1), ProjectDiscovery Nuclei in attack-surface-management (1), ProjectDiscovery Subfinder in attack-surface-management (1), Prometheus Node Exporter in telemetry-pipelines (1), Prometheus stack in observability-platforms (1), Prompfoo in ai-security-platforms (1), PromptCloud in proxy-networks (1), Promtail in infrastructure-monitoring (1), Proofpoint AI Security in ai-security-platforms (1), Proofpoint Emerging Threats (ET) Pro in threat-intelligence-platforms (1), Proofpoint Enterprise Data Loss Prevention in data-loss-prevention (1), Prophecy in data-virtualization (1), Prospecta in master-data-management (1), Protegrity Data Protection Platform in data-masking-and-test-data (1), ProtonMail in email-security (1), ProtonVPN in client-side-protection (1), Protopia in ai-governance-platforms (1), Provar in microsoft-365-management (1), Prowler Community in cloud-native-application-protection (1), Proxmox Mail Gateway in email-security (1), Proxy-Seller.com in proxy-networks (1), ProxyMesh in proxy-networks (1), ProxyNova in proxy-networks (1), Proxyguys.com in proxy-networks (1), Proxyscrape in proxy-networks (1), PubNub in communications-apis (1), Pulumi Free Tier in infrastructure-as-code (1), PumaScan in static-application-security-testing (1), Pure DNS Round Robin in load-balancers (1), Purple AI in network-access-control (1), Purview Suite in data-security-posture-management (1), PyRisk / RiskLib in cyber-risk-quantification (1), Python Auto GUI in robotic-process-automation (1), Q Developer in ai-coding-assistants (1), QAX in siem-platforms (1), QCecuring CLM in certificate-lifecycle-management (1), QEMU-user-mode in server-virtualization-platforms (1), QEMU/KVM in virtual-desktops (1), QNAP TS series in backup-and-disaster-recovery (1), QNAP TS-653A in enterprise-storage-systems (1), QPR Enterprise Architect in enterprise-architecture-tools (1), QPR Process Analyzer in process-mining (1), QRadar SOAR in soar-platforms (1), Qdrant Managed Cloud in vector-databases (1), Qlik Catalog in data-catalogs-and-governance (1), Qlik Replicate in data-virtualization (1), Qodex.ai in website-and-synthetic-monitoring (1), Qu Data Centres in colocation-providers (1), Quadient in communications-archiving-and-compliance (1), Quadient SA in communications-archiving-and-compliance (1), QualityStage in data-quality-and-observability (1), Qualys Attack Surface Management in attack-surface-management (1), Qualys Cloud Platform in vulnerability-management-platforms (1), Qualys DAST in dynamic-application-security-testing (1), Qualys Enterprise TruRisk Management / CSAM in attack-surface-management (1), Qualys Passive Module in network-detection-and-response (1), Qualys cloud modules in cloud-security-posture-management (1), Quarantix in communications-archiving-and-compliance (1), QuarkLink in ot-and-iot-security (1), QuerySurge in data-quality-and-observability (1), Quest Enterprise Backup and Disaster Recovery Solutions in backup-and-disaster-recovery (1), Quest On Demand Audit in microsoft-365-management (1), QuickChat AI in enterprise-ai-assistants (1), Qwiet AI in software-composition-analysis (1), R8 Code Shrinking and Obfuscation (Android) in application-shielding (1), RDS with MySQL/PostgreSQL in managed-relational-databases (1), RESTler in api-security-platforms (1), RQ Platform in cyber-risk-quantification (1), RS Archer (RSA Archer / Archer Business Resiliency) in business-continuity-management (1), RSA DLP in data-loss-prevention (1), RSA NetWitness Network in network-detection-and-response (1), RVRed Vector FULCRUM in insider-risk-management (1), Rackspace DNS / DNS Made Easy in managed-dns (1), Rackspace Technology Managed Security Services in managed-dns (1), Radware Cloud & DefensePro in ddos-protection (1), Rango in digital-employee-experience (1), Rapid7 Deception (InsightIDR) in deception-technology (1), Rapid7 Insight/Command in attack-surface-management (1), Rapid7 InsightIDR AI Alert Triage in ai-soc-agents (1), Rapid7 Managed Detection in soar-platforms (1), Rapid7 NDR in network-detection-and-response (1), Rapid7's Insight platform in vulnerability-management-platforms (1), RapidAPI Marketplace in communications-apis (1), Rational AppScan (IBM) in static-application-security-testing (1), Rauthy in multi-factor-authentication (1), Raw AWS API Gateway in api-gateways (1), Raw Azure ARM JSON in infrastructure-as-code (1), Raw PostgreSQL / MySQL in time-series-databases (1), Raxium in ddi-and-ipam (1), Read.me in it-documentation (1), Readiris 17 in intelligent-document-processing (1), Reality Defender in ai-governance-platforms (1), Reblaze WAAP in web-application-firewalls (1), Recorded Future Open Threat Exchange (OTX) in threat-intelligence-platforms (1), Red Hat AMQ Streams in streaming-platforms (1), Red Hat Ceph in enterprise-storage-systems (1), Red Hat Container Security Operator (CSO) in container-and-kubernetes-security (1), Red Hat's Advanced Cluster Security for Kubernetes in container-and-kubernetes-security (1), Red Siege in penetration-testing-as-a-service (1), Red Siege Security in penetration-testing-as-a-service (1), RedVDS in virtual-desktops (1), RedactingLib in data-masking-and-test-data (1), Redaction in data-masking-and-test-data (1), Redgate SQL Data Generator in data-masking-and-test-data (1), Redgate SQL Toolbelt in data-masking-and-test-data (1), Redhat OpenShift in managed-kubernetes-platforms (1), Refurbished Dell EMC Unity XT in enterprise-storage-systems (1), Refurbished Dell EqualLogic PS6110 in enterprise-storage-systems (1), Regie.ai in enterprise-ai-assistants (1), Relevance AI in ai-it-support-agents (1), ReliaQuest GreyMatter DRP in digital-risk-protection (1), Remote Browser Isolation in enterprise-browsers (1), Remote Desktop Services / traditional VDI approaches in virtual-desktops (1), Remote PowerShell (RPS) Protocol in microsoft-365-management (1), Requesty.ai in llm-gateways-and-observability (1), ResellerClub in cloud-hosting (1), Reshift in static-application-security-testing (1), Resilient in soar-platforms (1), RetoSwap in digital-employee-experience (1), Reveal Security in identity-threat-detection-and-response (1), Revenue AI OS in enterprise-ai-assistants (1), Revo in workflow-orchestration (1), Rhebo in ot-and-iot-security (1), Riak-style systems in nosql-databases (1), Ribbon in business-phone-systems (1), RingLead in data-quality-and-observability (1), Risk Hawk in third-party-risk-management (1), RiskCloud (by MDR) in cyber-risk-quantification (1), RiskCloud Quantify in cyber-risk-quantification (1), RiskWatch GRC Software in grc-platforms (1), Riverbed Alluvio in digital-employee-experience (1), Rivis in sd-wan (1), Roboshadow's Cyber Platform Community Edition in vulnerability-management-platforms (1), Robot Framework with RPA Framework in robotic-process-automation (1), RockerDB in nosql-databases (1), Rocket Servergraph in infrastructure-monitoring (1), RocksDB in nosql-databases (1), Roketo in digital-employee-experience (1), RollWorks in workflow-orchestration (1), Rookout in internal-developer-portals (1), RoundProxies.com in proxy-networks (1), Roundcube in communications-archiving-and-compliance (1), Roundproxies in proxy-networks (1), Route 53 geolocation routing in load-balancers (1), Route53 (AWS) in managed-dns (1), Rovo in ai-it-support-agents (1), Rubrik Data Security in data-security-posture-management (1), RubyForge in source-control-hosting (1), Ruckus CloudPath in network-access-control (1), Ruijie Networks in ot-and-iot-security (1), Rundeck in workflow-orchestration (1), RxList in ddi-and-ipam (1), S3 Express One Zone in object-storage (1), S4 in streaming-platforms (1), SAFECode in secure-code-training (1), SAI Global Assurance in business-continuity-management (1), SANS Cyber Aces in secure-code-training (1), SANS Institute – Developer Security Training in secure-code-training (1), SANS SEC540: Cloud Security and DevSecOps Automation in secure-code-training (1), SAP Alfabet in enterprise-architecture-tools (1), SAP Business Continuity in business-continuity-management (1), SAP Business Network in edi-platforms (1), SAP Cloud Identity Access Governance in identity-governance (1), SAP ERP in it-financial-management (1), SAP HANA Smart Data Integration (SDI) in data-virtualization (1), SAP PowerDesigner in enterprise-architecture-tools (1), SAP Risk Management in grc-platforms (1), SAP S/4HANA Central (formerly MDG) in master-data-management (1), SAP SE in communications-archiving-and-compliance (1), SARA Open-Source in cyber-risk-quantification (1), SAS Data Management in master-data-management (1), SDSA in data-masking-and-test-data (1), SELinux/AppArmor in microsegmentation (1), SGNL in non-human-identity-management (1), SHIELD in application-shielding (1), SIG EV in third-party-risk-management (1), SOC 2/compliance-automation tools in grc-platforms (1), SOCRadar Labs in threat-intelligence-platforms (1), SONiC-based systems in data-center-networking (1), SPIFFE / SPIRE + cert-manager in non-human-identity-management (1), SPIFFE / SPIRE ecosystem in non-human-identity-management (1), SPIFFE/SPIRE-based tools in non-human-identity-management (1), SQL Database in Microsoft Fabric in managed-relational-databases (1), SQLiteVSS in vector-databases (1), SSDNodes in cloud-hosting (1), SSLProxies in proxy-networks (1), SUPERWISE (Starter Tier) in ai-governance-platforms (1), SURF Security Enterprise Browser in enterprise-browsers (1), SUSE Harvester in server-virtualization-platforms (1), SafeSecurity in cyber-risk-quantification (1), SafeTitan in security-awareness-training (1), SailPoint NHI solutions in non-human-identity-management (1), SailPoint Technologies in non-human-identity-management (1), Salesforce AI in enterprise-ai-assistants (1), Salesforce Customer 360 / Data Cloud in master-data-management (1), Salesforce Identity / Salesforce Headless 360 in customer-identity-and-access-management (1), Salesforce Platform masking in data-masking-and-test-data (1), Salesloft Drift in email-security (1), Salsify in master-data-management (1), Samsung Knox Suite in unified-endpoint-management (1), Sangfor EDR in endpoint-detection-and-response (1), Sangfor Network Secure in next-generation-firewalls (1), Saras Daton in etl-and-elt (1), SashimiSwap in digital-employee-experience (1), Satori Cyber in data-masking-and-test-data (1), Scalable in digital-employee-experience (1), Scale Computing's HC3 in server-virtualization-platforms (1), ScalePad (formerly BrightGauge) in remote-monitoring-and-management (1), Scaleway Stardust in cloud-hosting (1), ScalienDB in nosql-databases (1), ScanmyEmail in digital-risk-protection (1), Scanmycode.io in software-composition-analysis (1), Schneider Electric StruxureWare/StruxureWare for Data Center in data-center-infrastructure-management (1), Schneider StruxureWare Data Center Expert 7.x in data-center-infrastructure-management (1), ScienceSoft in penetration-testing-as-a-service (1), Scim Server in identity-governance (1), Scope App in observability-platforms (1), Scout Suite (Open Source) in cloud-security-posture-management (1), Scrapingdog in proxy-networks (1), Scrapingfly in proxy-networks (1), Screenata in compliance-automation (1), Seagate in enterprise-storage-systems (1), SecPod Saner Cloud CSPM in cloud-security-posture-management (1), Seceda (by Atlassian) in data-catalogs-and-governance (1), Seceon aiSIEM CGuard 2.0 in siem-platforms (1), Secfix in compliance-automation (1), Secrets Vault in secrets-management (1), Sectigo's bundled manager in certificate-lifecycle-management (1), SecurStack in application-security-posture-management (1), Securden PAM in privileged-access-management (1), SecureAuth Arculix in multi-factor-authentication (1), SecureCodeWarrior in secure-code-training (1), SecureDragon in ddos-protection (1), SecureFlag - OWASP in secure-code-training (1), SecureFlag Training in secure-code-training (1), SecureFlag’s Small Business Training plan in secure-code-training (1), SecureOps in breach-and-attack-simulation (1), Secureworks Taegis MDR in managed-detection-and-response (1), Securitum in grc-platforms (1), Security & Compliance Center Content Search (Legacy Integration) in microsoft-365-management (1), Security Decision Labs / FAIR cyber risk quantification toolkit in cyber-risk-quantification (1), Security Decision Science GitHub tools in cyber-risk-quantification (1), Security Groups in microsegmentation (1), Security Groups + Network ACLs + VPC Flow Logs in microsegmentation (1), Security Innovation Application Security Training in secure-code-training (1), Security Master in application-shielding (1), Security Scorecard in third-party-risk-management (1), SecurityTrails in third-party-risk-management (1), Seesaw in load-balancers (1), Selectstar in data-catalogs-and-governance (1), Self-Hosted GitLab CE in source-control-hosting (1), Self-Hosted JFrog Artifactory in artifact-and-container-registries (1), Self-Hosted NATS + JetStream in streaming-platforms (1), Self-Hosted Redpanda in streaming-platforms (1), Self-Service Password Reset (SSPR) in microsoft-365-management (1), Self-hosted SigNoz in application-performance-monitoring (1), Semarchy Unified Data Platform in master-data-management (1), Semarchy xDI / Unified Data Platform in master-data-management (1), Semgrep Community/OSS in static-application-security-testing (1), Semgrep Guardian in ai-security-platforms (1), Semgrep's free tier in static-application-security-testing (1), SendPulse in communications-apis (1), Sensitive Data Protection in data-security-posture-management (1), SensorBee in streaming-platforms (1), Sentinel playbooks using Azure Logic Apps in soar-platforms (1), SentinelOne AI Security Platform in ai-security-platforms (1), SentinelOne EDN (formerly Attivo Networks) in deception-technology (1), SentinelOne Managed Defense in managed-detection-and-response (1), SentinelOne Singularity Identity Security in identity-threat-detection-and-response (1), SentinelOne Singularity Vulnerability Management in vulnerability-management-platforms (1), SentinelOne Vigilus MDR in managed-detection-and-response (1), SentinelOne's cloud security offering in cloud-native-application-protection (1), SentryMail in security-awareness-training (1), Serpstat in proxy-networks (1), Serv-U Managed File Transfer Server in managed-file-transfer (1), Serverless Framework (v4+) in infrastructure-as-code (1), ServiceNow EA Management in enterprise-architecture-tools (1), ServiceNow Event Management in aiops-platforms (1), ServiceNow Event Management / Predictive AIOps in aiops-platforms (1), ServiceNow Express in it-service-management (1), ServiceNow FinOps in it-financial-management (1), ServiceNow GRC Suite in grc-platforms (1), ServiceNow IT Operations Management (ITOM) AIOps in aiops-platforms (1), ServiceNow ITSM with its AI agents in ai-it-support-agents (1), ServiceNow SaaS License Management in saas-management-platforms (1), ServiceNow description fields in it-documentation (1), ServiceNow-native options in it-financial-management (1), Shadowtrackr in attack-surface-management (1), SharePoint Online Management Shell (`Microsoft.Online.SharePoint.PowerShell`) in microsoft-365-management (1), Shared Assessments in third-party-risk-management (1), Sharelock in identity-threat-detection-and-response (1), Sharp Archive in communications-archiving-and-compliance (1), Shelf.nu in it-asset-management (1), Sherlocks AI in aiops-platforms (1), Shieldworkz OT Security Platform in ot-and-iot-security (1), ShiftLeft (now part of GitLab) in application-security-posture-management (1), Sia in object-storage (1), SideChannel (Enclave) in microsegmentation (1), Siemens Data Center Clarity LC in data-center-infrastructure-management (1), Siemens Navigator/Datacenter Clarity in data-center-infrastructure-management (1), Siemens SINEC Security Monitor + SINEC Security Guard in ot-and-iot-security (1), Sift in bot-management (1), SigNoz self-hosted in telemetry-pipelines (1), Signal House in communications-apis (1), SilverSky Managed Security Services in remote-monitoring-and-management (1), Silverfort Identity Threat Detection & Response in identity-threat-detection-and-response (1), Silverfort Unified Identity Protection in identity-threat-detection-and-response (1), SimpleOCR / GOCR in intelligent-document-processing (1), Simplicity in cyber-risk-quantification (1), SimplyNode in proxy-networks (1), Singulr AI in ai-governance-platforms (1), Sisense Inc Lyve / Fuse in embedded-analytics (1), Site24x7 or ManageEngine OpManager in application-performance-monitoring (1), SiteBuilder in cloud-hosting (1), SiteGPT for IT in ai-it-support-agents (1), Sitecore Digital Experience Platform in digital-employee-experience (1), Sitewatch in client-side-protection (1), Skan AI in process-mining (1), Skillsoft/SumTotal in security-awareness-training (1), Skybox Security in microsegmentation (1), Skyhigh in sase-platforms (1), Skyhigh Security Service Edge in application-shielding (1), Skyvern in robotic-process-automation (1), Slack API in communications-apis (1), Slack threads in it-documentation (1), Slack’s native archive in communications-archiving-and-compliance (1), SlashNext in enterprise-browsers (1), Small/Unknown Third-Party LLM Routers in llm-gateways-and-observability (1), Smallstep Certificates in certificate-lifecycle-management (1), Smallstep's open-source toolchain in certificate-lifecycle-management (1), Smarsh SMB offerings in communications-archiving-and-compliance (1), SnapLogic Intelligent Integration Platform in etl-and-elt (1), Snowflake Data Cloud in ml-platforms (1), Snowflake Dynamic Data Masking in data-masking-and-test-data (1), Snyk Code's Team plan in static-application-security-testing (1), Snyk Training in secure-code-training (1), SocialRails in communications-archiving-and-compliance (1), Soda Data in data-quality-and-observability (1), Soda Hosted Agent in data-quality-and-observability (1), Soda.io in data-quality-and-observability (1), SodaCL in data-quality-and-observability (1), Soffid in identity-governance (1), Softomotive / WinAutomation in robotic-process-automation (1), Software-based Bot Protection in bot-management (1), SolarWinds App Optics in website-and-synthetic-monitoring (1), SolarWinds DCIM / Monitoring in data-center-infrastructure-management (1), SolarWinds DDM in ddi-and-ipam (1), SolarWinds Free SFTP/SCP Server in managed-file-transfer (1), SolarWinds ITAM in it-asset-management (1), SolarWinds Log & Event Manager (LEM) in log-management (1), SolarWinds PRTG Network Monitor in network-monitoring-and-management (1), SolarWinds Patch Management in patch-management (1), SolarWinds Products (Loggly, Papertrail) in log-management (1), SolarWinds SDPlus in it-service-management (1), SolarWinds Security Information and Event Management (SIEM) in siem-platforms (1), SolarWinds ServiceDesk in it-service-management (1), SolidFire in enterprise-storage-systems (1), Solix CDP in data-masking-and-test-data (1), Solo.io Gloo & GraphQL in api-management (1), Sones in nosql-databases (1), SonicWall NGFW in next-generation-firewalls (1), SonicWall NSa / NSv in next-generation-firewalls (1), Sophos Intercept X with Sophos MDR in extended-detection-and-response (1), Sophos MDR Complete in client-side-protection (1), Sophos Managed Detection and Response in managed-detection-and-response (1), Sophos SD-RED in ot-and-iot-security (1), SourceDay in edi-platforms (1), SourceForge Listed Solutions in identity-threat-detection-and-response (1), SourceForge free BCM software in business-continuity-management (1), SourceForge-listed tools in secure-code-training (1), SpamTitan Cloud in email-security (1), Spatium DDI in ddi-and-ipam (1), Spectral (by SpectralOps) in attack-surface-management (1), SpeedCurve / Calibre in website-and-synthetic-monitoring (1), SpendHQ in cloud-cost-management (1), Sphere in intelligent-document-processing (1), Spherium.ai in ai-governance-platforms (1), Spiceworks Cloud RMM in remote-monitoring-and-management (1), Spiceworks IT Desktop in grc-platforms (1), Spiceworks Zero-Based Monitoring (ZBM) in data-center-infrastructure-management (1), SpiderFoot in attack-surface-management (1), SpiritSwap in digital-employee-experience (1), Splashtop Business Remote in remote-support-and-remote-access (1), Splink in customer-identity-and-access-management (1), Split, now Split by Harness in feature-flags (1), Splitio in feature-flags (1), Splunk ES (with Splunk Threat Intelligence in threat-intelligence-platforms (1), Splunk ES with ML Toolkit in ai-soc-agents (1), Splunk Edge Processor in telemetry-pipelines (1), Splunk Heavy Forwarder in telemetry-pipelines (1), Splunk Real User Monitoring in website-and-synthetic-monitoring (1), Splunk SOAR Community Edition in soar-platforms (1), Splunk Security Cloud in ai-security-platforms (1), Spotify Heroic Time Series Database in time-series-databases (1), Spotsaas in cloud-cost-management (1), SproutVideo in streaming-platforms (1), Spyderproxy in proxy-networks (1), StableMagnet in digital-employee-experience (1), Stack Automation by Quali (via Cisco) in network-monitoring-and-management (1), StackPath WAF in web-application-firewalls (1), Stackify (Retrace) in error-and-crash-monitoring (1), Standalone OpenSSL in certificate-lifecycle-management (1), Standard PostgreSQL in time-series-databases (1), Standard WAFs in api-security-platforms (1), Stargate in digital-employee-experience (1), Starlight in it-documentation (1), Staticfile in content-delivery-networks (1), Sterling Connect in edi-platforms (1), Sternum in ot-and-iot-security (1), Stingray.io in penetration-testing-as-a-service (1), Storage Center Dell Compellent (SC, Storage Center) in enterprise-storage-systems (1), StorageGRID in enterprise-storage-systems (1), Stormpath in customer-identity-and-access-management (1), Strategy One in embedded-analytics (1), Stratio Semantic Layer in data-virtualization (1), StreamScan MDR in network-detection-and-response (1), Stripe in it-financial-management (1), Sublist3r in attack-surface-management (1), Sucuri Firewall in ddos-protection (1), Suffescom in digital-employee-experience (1), Sumo Logic Observability / AIOps in aiops-platforms (1), SunGard DCIM in data-center-infrastructure-management (1), Sunlight in virtual-desktops (1), SuperWAF in web-application-firewalls (1), Supplo in ai-it-support-agents (1), SupportBee in it-service-management (1), Surf Enterprise Browser in enterprise-browsers (1), SweetProcess in it-documentation (1), Swift Strip (iOS) in application-shielding (1), Swiftly in identity-threat-detection-and-response (1), Symantec (Broadcom) Insider Risk Management in insider-risk-management (1), Symantec (Broadcom) MDR in managed-detection-and-response (1), Symantec CloudSOC in data-loss-prevention (1), Symantec DLP, now Broadcom in data-loss-prevention (1), Symbiant in grc-platforms (1), SynRGY in robotic-process-automation (1), Synapse Analytics (Azure) in data-warehouses (1), Syncplify Server! in managed-file-transfer (1), Syncro RMM in remote-monitoring-and-management (1), SyncroSecure in it-service-management (1), Syndigo MD in master-data-management (1), Synology DS1527+ in enterprise-storage-systems (1), Synology Enterprise NAS (e.g., FS series) in enterprise-storage-systems (1), Synology XS+/FS Series in enterprise-storage-systems (1), Synopsys Software Integrity Platform in software-composition-analysis (1), Synthetix in digital-employee-experience (1), SysCloud in microsoft-365-management (1), SysTrack in digital-employee-experience (1), SysWard in patch-management (1), Sysdig Monitor in infrastructure-monitoring (1), System Center 2012 Configuration Manager in patch-management (1), Systools Outlook PST Viewer in communications-archiving-and-compliance (1), T-Mobile in dns-filtering (1), T-Pot Community Edition in deception-technology (1), TDXchange in managed-file-transfer (1), TIBCO DV in data-virtualization (1), TIE Kinetix FLOW in edi-platforms (1), TKS Banking Solutions (ePortfolio) in client-side-protection (1), TPx Managed Services in sd-wan (1), TSLint in static-application-security-testing (1), Taggun in intelligent-document-processing (1), Tahoe Digital Exchange / Tahoe-dex.com in digital-employee-experience (1), Taia (formerly Bridgemail) in email-security (1), Talend MDM Server in master-data-management (1), Talend Open Source in ddi-and-ipam (1), Talend Studio (On-Prem) in etl-and-elt (1), Talkdesk in business-phone-systems (1), Talon Browser / Talon Work Browser in enterprise-browsers (1), Talos in digital-employee-experience (1), Tata in sd-wan (1), Taxwire in certificate-lifecycle-management (1), TeamMate in third-party-risk-management (1), Teams Channels in it-documentation (1), TechTarget in ai-governance-platforms (1), Tecton in ml-platforms (1), TekLedger in it-financial-management (1), TeleMessage (Smarsh Capture Mobile) in communications-archiving-and-compliance (1), Teleport Machine ID in non-human-identity-management (1), Telos (Attacker Labs) in breach-and-attack-simulation (1), Template Specs in infrastructure-as-code (1), Tenable Compliance in breach-and-attack-simulation (1), Tenable Exposure Management in attack-surface-management (1), Tenable Exposure Management in digital-risk-protection (1), Tenable Nessus Expert in attack-surface-management (1), Tenable Nessus Expert with Web Application Scanning in dynamic-application-security-testing (1), Tenable Nessus.io in vulnerability-management-platforms (1), Tenable Network Scanner (Nessus) in network-detection-and-response (1), Tenable Patch Management in patch-management (1), Tenable.ad in vulnerability-management-platforms (1), Tenable.io DAST in dynamic-application-security-testing (1), Tenable.io OT in ot-and-iot-security (1), Tenable.io Web App Scanning in dynamic-application-security-testing (1), Tencent Cloud API Gateway in api-gateways (1), Tencent Meeting / VooV Meeting in video-conferencing (1), Terrastore in nosql-databases (1), Tesorio in it-financial-management (1), TestGen in data-quality-and-observability (1), Thales Group Luna HSM/KMaaS in ot-and-iot-security (1), The "Developing Secure Software" course from the Linux Foundation in secure-code-training (1), The FAIR Institute (Insight Manager) in cyber-risk-quantification (1), The Linux Foundation - LFD121 in secure-code-training (1), The Open ASPM Project in application-security-posture-management (1), ThinLinux/Linux-based Solutions in virtual-desktops (1), Thinfinity in virtual-desktops (1), Thinklytics Insights in embedded-analytics (1), Thinkst Canary ecosystem in deception-technology (1), ThoughtFarmer in enterprise-ai-assistants (1), ThoughtSpot Developer tier in embedded-analytics (1), ThoughtSpot Everywhere in embedded-analytics (1), Threadseer (Power BI add-in) in process-mining (1), ThreatDown Elite in client-side-protection (1), ThreatDown Email Security in email-security (1), ThreatEye in network-detection-and-response (1), ThreatLocker NAC in network-access-control (1), ThreatLocker Zero Trust in network-access-control (1), ThreatMapper in container-and-kubernetes-security (1), ThreatSpike Labs in penetration-testing-as-a-service (1), Threema in video-conferencing (1), ThriveSparrow in digital-employee-experience (1), Tigera Calico in microsegmentation (1), TightVNC in remote-support-and-remote-access (1), Timestream for LiveAnalytics in time-series-databases (1), Tirreno in bot-management (1), Titan FTP Server in managed-file-transfer (1), Token2 in multi-factor-authentication (1), Tonic Security in deception-technology (1), Toptal in penetration-testing-as-a-service (1), Torq AI SOC Platform in ai-soc-agents (1), Torq AI SOC/HyperSOC in ai-soc-agents (1), Torq Socrates and HyperAgents in ai-soc-agents (1), Toshiba Telecommunications in business-phone-systems (1), TouchID in multi-factor-authentication (1), Tracee in cloud-native-application-protection (1), Track-It! in it-asset-management (1), Trader Joe in digital-employee-experience (1), Traditional WAFs and API Gateways in api-security-platforms (1), Trae in ai-coding-assistants (1), Transalis EDI Instant in edi-platforms (1), Trava Security in penetration-testing-as-a-service (1), Travis in ci-cd-platforms (1), Travis C.I. in ci-cd-platforms (1), Trellix Helix in siem-platforms (1), Trellix Helix Connect in extended-detection-and-response (1), Trellix Insider Risk Management in insider-risk-management (1), Trellix Network Detection and Response in network-detection-and-response (1), Trellix SIEM Enterprise Log Manager in log-management (1), Tremolo in multi-factor-authentication (1), Trend Micro Email & Collaboration Security in email-security (1), Trend Micro Trend Cloud One Conformity in cloud-security-posture-management (1), Trend Micro Wazuh / OneTrust in cloud-security-posture-management (1), Trepmal in saas-management-platforms (1), Trickbot in remote-support-and-remote-access (1), Trifacta in data-catalogs-and-governance (1), Tripp Lite in data-center-infrastructure-management (1), TruEra in ai-governance-platforms (1), Truss ID in customer-identity-and-access-management (1), TrustArc in compliance-automation (1), Trustero in ai-governance-platforms (1), Trustmi in email-security (1), Trustpilot in cyber-risk-quantification (1), TryComp AI in compliance-automation (1), Tsuru in deception-technology (1), Tungsten Automation RPA (formerly Kofax RPA) in robotic-process-automation (1), Turbo Finance on Sui in digital-employee-experience (1), Turbonomics in cloud-cost-management (1), Tutanota in email-security (1), Twixor in communications-apis (1), Tyk Open-Source API Gateway in api-security-platforms (1), UTM in virtual-desktops (1), UXCam in error-and-crash-monitoring (1), Ubiquiti Dream Machine Pro in next-generation-firewalls (1), Ubiquiti Edgerouter in ddi-and-ipam (1), Ubiquiti Enterprise NAS (16-bay) in enterprise-storage-systems (1), UiPath Platform in process-mining (1), UltimateSuite in process-mining (1), UltraAV (Pango Group) in endpoint-protection (1), Under Defense in penetration-testing-as-a-service (1), Unified eDiscovery (Premium) in microsoft-365-management (1), Unimus in network-monitoring-and-management (1), UnitedLayer in colocation-providers (1), Unitrends Backup and Recovery in backup-and-disaster-recovery (1), Unitrends Recovery Series in backup-and-disaster-recovery (1), Unstructured.io in intelligent-document-processing (1), UpGuard Breach Risk Self-Service in digital-risk-protection (1), Upbound in internal-developer-portals (1), UrBackup in backup-and-disaster-recovery (1), Urpad in ddos-protection (1), Uyuni in patch-management (1), VAST in object-storage (1), VDON in virtual-desktops (1), VGS Platform in data-masking-and-test-data (1), VIBIEr in identity-verification (1), VIP Dex Trade in digital-employee-experience (1), VIPRE Business Security in endpoint-protection (1), VMware Aria in it-financial-management (1), VMware Carbon Black Cloud in cloud-security-posture-management (1), VMware ESXi 8.x / vCenter 8.x in server-virtualization-platforms (1), VMware Horizon Community Edition in virtual-desktops (1), VMware Horizon View in virtual-desktops (1), VMware Live Recovery in backup-and-disaster-recovery (1), VMware NSX Distributed Firewall in microsegmentation (1), VMware NSX-T / VDC Stack in data-center-networking (1), VMware SD‑WAN by VeloCloud in sd-wan (1), VMware vSphere 7.x in server-virtualization-platforms (1), VMware vSphere 7.x / ESXi 7.x in server-virtualization-platforms (1), VPC Firewall Rules + Cloud Armor in microsegmentation (1), VS Code + plugins in ai-coding-assistants (1), VSP platform by Hitachi Vantara in enterprise-storage-systems (1), Vald in vector-databases (1), Validity DemandTools in data-quality-and-observability (1), Valiido in compliance-automation (1), VanDyke VShell in managed-file-transfer (1), Vantage Circle in digital-employee-experience (1), Vantage Pro or Vantage Business in cloud-cost-management (1), Varnish in load-balancers (1), Vault - Hide Pics & Videos, App Lock, Free Backup in application-shielding (1), Vaultize in cloud-cost-management (1), Veam Backup for Microsoft 365 in microsoft-365-management (1), Vectra AI Identity Coverage in identity-threat-detection-and-response (1), Vectra AI Platform in ai-security-platforms (1), Vectra AI Platform in identity-threat-detection-and-response (1), Vectra Cognito in network-detection-and-response (1), Veeam Agent for Windows/Linux in backup-and-disaster-recovery (1), Veeam Backup Free Edition in backup-and-disaster-recovery (1), Veeam Disaster Recovery Orchestrator in backup-and-disaster-recovery (1), Velodrome in digital-employee-experience (1), Venafi-scale TLS Protect in certificate-lifecycle-management (1), Vendict in third-party-risk-management (1), Vendor A in managed-file-transfer (1), Vendor B in managed-file-transfer (1), Vendor C in managed-file-transfer (1), Venn Data in third-party-risk-management (1), Vercel Flags SDK / flags npm package in feature-flags (1), Vercel's CDN in content-delivery-networks (1), Verdaas in ai-security-platforms (1), Verimatrix Code Shield / XTD in application-shielding (1), Verizon OneTalk in business-phone-systems (1), Verizon Secure Services Edge in sase-platforms (1), Versa Networks FlexVNF in sd-wan (1), Versa Networks Next Generation Firewall in next-generation-firewalls (1), Versa Secure SD‑WAN in sd-wan (1), Vertex AI Agent Builder in enterprise-ai-assistants (1), Vertex AI Studio in ml-platforms (1), Vertiv Environet Alert in data-center-infrastructure-management (1), Vertiv Liebert in data-center-infrastructure-management (1), Veza NHI Security in non-human-identity-management (1), Viamedici in master-data-management (1), Viavi in sd-wan (1), Vibe in ai-security-platforms (1), Vigil SOC in ai-security-platforms (1), Vigilance Respond in managed-detection-and-response (1), Viking Cloud in managed-detection-and-response (1), Violin Memory in enterprise-storage-systems (1), Virtual Desktop (VR streaming app for Meta Quest) in virtual-desktops (1), Virtual PRO in streaming-platforms (1), Virtual Service Agent in ai-it-support-agents (1), Virtuoso Universal Server in data-virtualization (1), Visual Paradigm Community in enterprise-architecture-tools (1), Visual Sentinel in website-and-synthetic-monitoring (1), Vodavi Starplus in business-phone-systems (1), Voltage SecureData in data-masking-and-test-data (1), Vonage Communications APIs, formerly Nexmo in communications-apis (1), VorteX (formerly Versa Networks) in sd-wan (1), Voxility in ddos-protection (1), VuePress in it-documentation (1), Vulc in cyber-risk-quantification (1), VulnGuard in penetration-testing-as-a-service (1), VyOS SD-WAN in sd-wan (1), WAAP in bot-management (1), WEP Risk in third-party-risk-management (1), Waarp in managed-file-transfer (1), Wakefield / WitnessAI in ai-security-platforms (1), WalledAI in ai-security-platforms (1), WalledAI in data-loss-prevention (1), Wappalyzer in attack-surface-management (1), Wappalyzer fork in attack-surface-management (1), WatchGuard Firebox M Series in next-generation-firewalls (1), WatchGuard Firebox T185 / M295 in next-generation-firewalls (1), Wavefront (Tanzu Observability) in observability-platforms (1), Wazuh Cloud in siem-platforms (1), Wealthsimple LLM Gateway in llm-gateways-and-observability (1), WebMD in ddi-and-ipam (1), Webex Meetings in video-conferencing (1), Webflow CDN in content-delivery-networks (1), Webshares in proxy-networks (1), White Knight Labs in penetration-testing-as-a-service (1), WhiteBIT in digital-employee-experience (1), WhiteIntel in digital-risk-protection (1), Whitebox/DIY SONiC in data-center-networking (1), Wib Security in api-security-platforms (1), Windows App in virtual-desktops (1), Windows IPAM in ddi-and-ipam (1), Windows NPS in network-access-control (1), Windows RDP in remote-support-and-remote-access (1), Windows Server Network Load Balancing (NLB) in load-balancers (1), Windows Server's built-in IPAM in ddi-and-ipam (1), Windows built-in Remote Desktop in remote-support-and-remote-access (1), Windows-only native patching in patch-management (1), Wing’s SSPM in saas-security-posture-management (1), WireGuard in sd-wan (1), Witness in ai-governance-platforms (1), Wiz Defend in network-detection-and-response (1), Wiz Go for Startups in cloud-security-posture-management (1), Wiz's DSPM module in data-security-posture-management (1), Wizr AI in ai-it-support-agents (1), Wolferdawg Cyber Risk Assessment in cyber-risk-quantification (1), Wombat Security Technologies in security-awareness-training (1), WordPress security plugins in web-application-firewalls (1), Work Management in saas-security-posture-management (1), Workload Identities in non-human-identity-management (1), World (formerly Worldcoin) in identity-verification (1), World Host Group in cloud-hosting (1), WotNot in bot-management (1), Wyn in embedded-analytics (1), X / formerly Twitter in streaming-platforms (1), X-Mode / Outlogic in proxy-networks (1), X2Go in remote-support-and-remote-access (1), XGBoost in ml-platforms (1), XM Cloud in digital-employee-experience (1), XTIUM Desktop as a Service in virtual-desktops (1), Xen Project in virtual-desktops (1), Xen Project / Citrix XenCenter in server-virtualization-platforms (1), Xopero in backup-and-disaster-recovery (1), Xpanse in attack-surface-management (1), Xplenty, Integrate.io in etl-and-elt (1), YARP (Yet Another Reverse Proxy) in api-gateways (1), YFJ in digital-employee-experience (1), Y\u00e4RKEN in it-financial-management (1), Yahoo! Mail in email-security (1), Yahoo! Mail / AOL in email-security (1), Yandex Object Storage in object-storage (1), Yandex.DNS in dns-filtering (1), Yarken in it-financial-management (1), Yellowfin in embedded-analytics (1), Yokogawa in ot-and-iot-security (1), Yubico's YubiKeys in multi-factor-authentication (1), Zadara's zStorage in enterprise-storage-systems (1), Zapit in digital-employee-experience (1), Zayo in ddos-protection (1), Zed Run in digital-employee-experience (1), Zendesk Service in it-service-management (1), Zendesk for ITSM in it-service-management (1), Zendesk with GenAI Agents in ai-it-support-agents (1), Zenops in saas-management-platforms (1), Zentera in microsegmentation (1), Zero Networks ZTNA in zero-trust-network-access (1), Zero Trust Assessment Tool in microsoft-365-management (1), ZeroRisk in digital-risk-protection (1), ZeroSSL Protect in certificate-lifecycle-management (1), Zingg in customer-identity-and-access-management (1), Zingg in master-data-management (1), ZixArchive in communications-archiving-and-compliance (1), Zoho SecureBrowser in enterprise-browsers (1), Zoho Sheet in saas-management-platforms (1), Zoho Suite in it-financial-management (1), Zoom API in communications-apis (1), Zoom Video Conferencing in video-conferencing (1), ZoomInfo Operations in data-quality-and-observability (1), Zoro AI in ai-soc-agents (1), Zoro AI Agent in ai-soc-agents (1), Zscaler AI Protection in ai-security-platforms (1), Zscaler Canonic in saas-security-posture-management (1), Zscaler Cloud Protection in cloud-native-application-protection (1), Zscaler DNS in dns-filtering (1), Zscaler Microsegmentation in microsegmentation (1), Zscaler Private Access (ZPA) with Zscaler Internet Access (ZIA) in enterprise-browsers (1), Zscaler WAF in web-application-firewalls (1), Zscaler Zero Trust Exchange Platform in data-loss-prevention (1), Zscaler Zero Trust Private Access (ZPA) in zero-trust-network-access (1), Zudoku in internal-developer-portals (1), abuse.ch Tools in threat-intelligence-platforms (1), agent-desk (GitHub) in ai-it-support-agents (1), aigateway.app in llm-gateways-and-observability (1), awesome-threat-intelligence list in threat-intelligence-platforms (1), classic Exchange Admin Center in microsoft-365-management (1), cloudserver.net in cloud-hosting (1), copyparty in managed-file-transfer (1), crt.sh in attack-surface-management (1), cside – Device Intelligence + AI Agent Detection in bot-management (1), data.world Enterprise Data Catalog in data-catalogs-and-governance (1), data.world Open Data Community in data-catalogs-and-governance (1), deepdoctection in intelligent-document-processing (1), dnsmasq/Kea in ddi-and-ipam (1), dnsx in attack-surface-management (1), docker.io/istio in artifact-and-container-registries (1), eDI Instant in edi-platforms (1), edX in secure-code-training (1), email-based transfer in managed-file-transfer (1), entitys.io in master-data-management (1), erwin in data-catalogs-and-governance (1), free OSINT stack in threat-intelligence-platforms (1), gcr.io (Google) in artifact-and-container-registries (1), ggshield in secrets-management (1), go mod tidy in software-composition-analysis (1), gopass in secrets-management (1), haimaker.ai in llm-gateways-and-observability (1), httpx in attack-surface-management (1), iCloud Passwords in business-password-managers (1), iDeals Virtual Data Room (VDR) in digital-employee-experience (1), iFacts in ddi-and-ipam (1), iNymbus in robotic-process-automation (1), iOS native obfuscation in application-shielding (1), iProov in identity-verification (1), iServer365 (by Orbus Software) in enterprise-architecture-tools (1), iTRACS in data-center-infrastructure-management (1), iVenues in data-center-infrastructure-management (1), iland in colocation-providers (1), iptables/firewalld in network-access-control (1), iptables/nftables in microsegmentation (1), legacy Cisco NAC in network-access-control (1), macOS Gatekeeper in client-side-protection (1), macOS Platform SSO in multi-factor-authentication (1), mcr.microsoft.com (Microsoft) in artifact-and-container-registries (1), mindzie Desktop Edition in process-mining (1), miniOrange MFA in multi-factor-authentication (1), monday CRM in enterprise-ai-assistants (1), monday.com dev in ai-it-support-agents (1), myMDM in unified-endpoint-management (1), myosh in compliance-automation (1), nOps.io in it-financial-management (1), nProbe in network-detection-and-response (1), older Forcepoint in data-loss-prevention (1), older Microsoft NAP in network-access-control (1), open-source stack in ml-platforms (1), openMAINT in it-asset-management (1), panintelligence in embedded-analytics (1), pass in secrets-management (1), pip check in software-composition-analysis (1), prefect-managedfiletransfer in managed-file-transfer (1), pymodbus in ot-and-iot-security (1), raw GitHub Markdown repos in it-documentation (1), secure-codes.com in secure-code-training (1), serviceware SE in it-financial-management (1), snap7 in ot-and-iot-security (1), strutoCX in digital-employee-experience (1), tranzfer‑mft in managed-file-transfer (1), unattended-upgrades in patch-management (1), unitQ in cyber-risk-quantification (1), vDefend/NSX in microsegmentation (1), vLLM in ml-platforms (1), xAI Grok Build CLI in ai-security-platforms (1) Excluded by rule, 6 labels not scored: World Metrics (2; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Dupple (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Fit-Gap (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), ZipDo (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Zipdo (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks) Category-scoped resolutions, 8491 labels. A bare vendor name was read as that vendor's product for the asked category, which assigns specificity the model did not write; each one is listed so the assumption is visible: Celonis in process-mining read as Celonis Process Intelligence Platform (63), Zoom in video-conferencing read as Zoom Workplace (62), Datadog in application-performance-monitoring read as Datadog APM (60), CyberArk in privileged-access-management read as CyberArk Privileged Access Manager (53), Datadog in log-management read as Datadog Log Management (51), Recorded Future in threat-intelligence-platforms read as Recorded Future Intelligence Cloud (51), Smarsh in communications-archiving-and-compliance read as Smarsh Enterprise Archive (51), TrueCommerce in edi-platforms read as TrueCommerce EDI (50), Illumio in microsegmentation read as Illumio Segmentation (49), Profisee in master-data-management read as Profisee MDM (49), ServiceNow in it-service-management read as ServiceNow ITSM (49), Claroty in ot-and-iot-security read as Claroty xDome (47), CrowdStrike Falcon in endpoint-detection-and-response read as CrowdStrike Falcon Insight (46), Saviynt in identity-governance read as Saviynt Enterprise Identity Cloud (44), Cloudflare in managed-dns read as Cloudflare DNS (43), DigitalOcean in cloud-hosting read as DigitalOcean Droplets (43), Island in enterprise-browsers read as Island Enterprise Browser (43), SAP Signavio in process-mining read as SAP Signavio Process Intelligence (43), Mimecast in email-security read as Mimecast Email Security (42), Wasabi in object-storage read as Wasabi Object Storage (42), Dragos in ot-and-iot-security read as Dragos Platform (41), Okta in workforce-identity-and-sso read as Okta Workforce Identity (40), Zscaler in sase-platforms read as Zscaler Zero Trust Exchange (40), Grafana Cloud in observability-platforms read as Grafana (39), Nozomi Networks in ot-and-iot-security read as Nozomi Networks Guardian (39), Picus Security in breach-and-attack-simulation read as Picus Security Validation Platform (38), Splashtop in remote-support-and-remote-access read as Splashtop Remote Support (38), Varonis in data-security-posture-management read as Varonis Data Security Platform (38), Proofpoint in email-security read as Proofpoint Email Protection (37), SailPoint in identity-governance read as SailPoint Identity Security Cloud (37), Cycode in application-security-posture-management read as Cycode ASPM (36), Delinea in privileged-access-management read as Delinea Secret Server (36), Databricks in ml-platforms read as Databricks Mosaic AI (35), Snyk in software-composition-analysis read as Snyk Open Source (35), Checkmarx in static-application-security-testing read as Checkmarx One (34), Datadog in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (34), AWS in cloud-hosting read as Amazon Web Services (33), Imperva in ddos-protection read as Imperva DDoS Protection (33), NinjaOne in patch-management read as NinjaOne Autonomous Patch Management (33), Vonage in communications-apis read as Vonage Communications APIs (33), Corelight in network-detection-and-response read as Corelight Open NDR (32), Veracode in static-application-security-testing read as Veracode Static Analysis (32), Akamai Guardicore in microsegmentation read as Akamai Guardicore Segmentation (31), Arctic Wolf in managed-detection-and-response read as Arctic Wolf Managed Detection and Response (31), Cloudflare in web-application-firewalls read as Cloudflare WAF (31), Okta in multi-factor-authentication read as Okta Verify (31), Snyk in container-and-kubernetes-security read as Snyk Container (31), Zero Networks in microsegmentation read as Zero Networks Segment (31), Celigo in edi-platforms read as Celigo Integrator.io (30), Datadog in error-and-crash-monitoring read as Datadog Error Tracking (30), Radware in ddos-protection read as Radware Cloud DDoS Protection (30), Arista in data-center-networking read as Arista Networks (29), Databricks in data-warehouses read as Databricks SQL (29), Sysdig in container-and-kubernetes-security read as Sysdig Secure (29), ColorTokens in microsegmentation read as ColorTokens Xshield (28), Datadog in network-monitoring-and-management read as Datadog Network Monitoring (28), Kong in api-management read as Kong Gateway (28), OneTrust in third-party-risk-management read as OneTrust Third-Party Risk Management (28), Palo Alto Networks in next-generation-firewalls read as Palo Alto Networks NGFW (28), SentinelOne Singularity in endpoint-detection-and-response read as SentinelOne Singularity (28), Netskope in sase-platforms read as Netskope One (27), New Relic in website-and-synthetic-monitoring read as New Relic Synthetics (27), PostHog in feature-flags read as PostHog Feature Flags (27), Armis in ot-and-iot-security read as Armis Centrix (26), CyberArk in non-human-identity-management read as CyberArk Identity Security Platform (26), Proofpoint in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (26), Wallarm in api-security-platforms read as Wallarm API Security (26), Huntress in managed-detection-and-response read as Huntress Managed EDR (25), Imperva in web-application-firewalls read as Imperva Cloud WAF (25), Keeper in business-password-managers read as Keeper Security (25), New Relic in error-and-crash-monitoring read as New Relic Errors Inbox (25), Rubrik in backup-and-disaster-recovery read as Rubrik Security Cloud (25), Semarchy in master-data-management read as Semarchy xDM (25), Veeam in backup-and-disaster-recovery read as Veeam Data Platform (25), Jscrambler in client-side-protection read as Jscrambler Webpage Integrity (24), Qualys in vulnerability-management-platforms read as Qualys VMDR (24), Splunk in siem-platforms read as Splunk Enterprise Security (24), Sysdig in cloud-native-application-protection read as Sysdig Secure (24), ThoughtSpot in embedded-analytics read as ThoughtSpot Embedded (24), AWS Route 53 in managed-dns read as Amazon Route 53 (23), New Relic in log-management read as New Relic Logs (23), Progress MOVEit in managed-file-transfer read as Progress MOVEit Transfer (23), Tenable in vulnerability-management-platforms read as Tenable Vulnerability Management (23), Censys in attack-surface-management read as Censys ASM (22), MongoDB Atlas in nosql-databases read as MongoDB (22), Zendesk AI in ai-it-support-agents read as Zendesk AI Agents (22), BlueCat in ddi-and-ipam read as BlueCat Integrity (21), Informatica in master-data-management read as Informatica MDM (21), NetApp in enterprise-storage-systems read as NetApp AFF (21), Portnox in network-access-control read as Portnox Cloud (21), Silverfort in identity-threat-detection-and-response read as Silverfort ITDR (21), Kong in api-gateways read as Kong Gateway (20), Mimecast in communications-archiving-and-compliance read as Mimecast Cloud Archive (20), MinIO in object-storage read as MinIO AIStor (20), OneTrust in ai-governance-platforms read as OneTrust AI Governance (20), PRTG Network Monitor in network-monitoring-and-management read as Paessler PRTG Network Monitor (20), Traefik in api-gateways read as Traefik Hub (20), Anomali in threat-intelligence-platforms read as Anomali ThreatStream (19), Bitdefender GravityZone in endpoint-detection-and-response read as Bitdefender GravityZone EDR (19), Cloudflare in bot-management read as Cloudflare Bot Management (19), Cohesity in backup-and-disaster-recovery read as Cohesity DataProtect (19), Pure Storage in enterprise-storage-systems read as Pure Storage FlashArray (19), Riskonnect in business-continuity-management read as Riskonnect Business Continuity & Resilience (19), Zscaler in zero-trust-network-access read as Zscaler Private Access (19), Akamai in web-application-firewalls read as Akamai App & API Protector (18), Bitsight in attack-surface-management read as Bitsight (18), Nicus in it-financial-management read as Nicus ITFM Platform (18), Nlyte in data-center-infrastructure-management read as Nlyte DCIM (18), PRTG in network-monitoring-and-management read as Paessler PRTG Network Monitor (18), Palo Alto Networks Cortex XSOAR in soar-platforms read as Cortex XSOAR (18), SentinelOne in endpoint-detection-and-response read as SentinelOne Singularity (18), Stibo Systems in master-data-management read as Stibo Systems STEP (18), Forcepoint in data-loss-prevention read as Forcepoint DLP (17), Informatica in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (17), MuleSoft in api-management read as MuleSoft Anypoint Platform (17), Netskope in zero-trust-network-access read as Netskope Private Access (17), Omada in identity-governance read as Omada Identity (17), Proofpoint in security-awareness-training read as Proofpoint ZenGuide (17), SentinelOne in ai-security-platforms read as SentinelOne Singularity (17), SentinelOne in endpoint-protection read as SentinelOne Singularity Endpoint (17), Swimlane in soar-platforms read as Swimlane Turbine (17), Varonis in insider-risk-management read as Varonis Data Security Platform (17), Acalvio in deception-technology read as Acalvio ShadowPlex (16), Attaxion in attack-surface-management read as Attaxion (16), Bizzdesign in enterprise-architecture-tools read as Bizzdesign Horizzon (16), Cato Networks in sd-wan read as Cato SASE Cloud (16), Check Point in next-generation-firewalls read as Check Point Quantum (16), Cisco Meraki in sd-wan read as Cisco Meraki SD-WAN (16), CyberSaint in cyber-risk-quantification read as CyberSaint CyberStrong (16), Druva in backup-and-disaster-recovery read as Druva Data Security Cloud (16), ExtraHop in network-detection-and-response read as ExtraHop RevealX (16), Flashpoint in threat-intelligence-platforms read as Flashpoint Ignite (16), Huntress in endpoint-detection-and-response read as Huntress Managed EDR (16), Imperva in api-security-platforms read as Imperva API Security (16), Imperva in bot-management read as Imperva Advanced Bot Protection (16), Juniper in data-center-networking read as Juniper Networks (16), Netskope in data-loss-prevention read as Netskope DLP (16), OneTrust in grc-platforms read as OneTrust GRC (16), UiPath in process-mining read as UiPath Process Mining (16), eSentire in managed-detection-and-response read as eSentire MDR (16), Aqua in container-and-kubernetes-security read as Aqua Security (15), Arctic Wolf in security-awareness-training read as Arctic Wolf Managed Security Awareness (15), AtroCore in master-data-management read as AtroCore MDM (15), Civo in managed-kubernetes-platforms read as Civo Kubernetes (15), CrowdStrike Falcon in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (15), EfficientIP in ddi-and-ipam read as EfficientIP SOLIDserver (15), Hyperscience in intelligent-document-processing read as Hyperscience Hypercell (15), Okta Adaptive MFA in multi-factor-authentication read as Okta Verify (15), One Identity in identity-governance read as One Identity Manager (15), Orca in cloud-native-application-protection read as Orca Security (15), SentinelOne in extended-detection-and-response read as SentinelOne Singularity (15), ServiceNow in it-asset-management read as ServiceNow IT Asset Management (15), AppViewX in certificate-lifecycle-management read as AppViewX CERT+ (14), CrowdStrike in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (14), CrowdStrike Falcon XDR in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (14), Expel in managed-detection-and-response read as Expel MDR (14), Feroot in client-side-protection read as Feroot PaymentGuard (14), Fortinet in sase-platforms read as Fortinet FortiSASE (14), GitLab CI in ci-cd-platforms read as GitLab CI/CD (14), Grafana Cloud in infrastructure-monitoring read as Grafana (14), Microsoft Purview in data-loss-prevention read as Microsoft Purview DLP (14), OneTrust in compliance-automation read as OneTrust Tech Risk & Compliance (14), Palo Alto Cortex XSOAR in soar-platforms read as Cortex XSOAR (14), SOCRadar in digital-risk-protection read as SOCRadar Extended Threat Intelligence (14), SafeStack in secure-code-training read as SafeStack Academy (14), ServiceNow in incident-management-and-on-call read as ServiceNow ITSM (14), UpGuard in attack-surface-management read as UpGuard BreachSight (14), Ataccama in master-data-management read as Ataccama ONE (13), Citrix in virtual-desktops read as Citrix DaaS (13), Cloudflare Access in zero-trust-network-access read as Cloudflare One (13), F5 in web-application-firewalls read as F5 BIG-IP Advanced WAF (13), Forescout in ot-and-iot-security read as Forescout Vistaro Platform (13), ForgeRock in workforce-identity-and-sso read as ForgeRock Identity Platform (13), Informatica in etl-and-elt read as Informatica Intelligent Data Management Cloud (13), Intezer in ai-soc-agents read as Intezer AI SOC (13), K2view in data-masking-and-test-data read as K2View Test Data Management (13), Keeper Business in business-password-managers read as Keeper Security (13), Lacework in cloud-security-posture-management read as Lacework FortiCNAPP (13), Microsoft Fabric in data-warehouses read as Microsoft Fabric Data Warehouse (13), Nexthink in digital-employee-experience read as Nexthink Infinity (13), NinjaOne in it-documentation read as NinjaOne Documentation (13), Securonix in siem-platforms read as Securonix Unified Defense SIEM (13), SentinelOne in managed-detection-and-response read as SentinelOne Singularity MDR (13), UpGuard in digital-risk-protection read as UpGuard BreachSight (13), Zscaler in microsegmentation read as Zscaler Private Access (13), Astronomer in workflow-orchestration read as Astronomer Astro (12), Barracuda in email-security read as Barracuda Email Protection (12), Boomi in edi-platforms read as Boomi B2B/EDI Management (12), Cleo in edi-platforms read as Cleo Integration Cloud (12), Cloudflare in api-security-platforms read as Cloudflare API Shield (12), Fortinet in ot-and-iot-security read as Fortinet OT Security Platform (12), Group-IB in digital-risk-protection read as Group-IB Digital Risk Protection (12), Keeper Security in privileged-access-management read as KeeperPAM (12), Lacework in cloud-native-application-protection read as FortiCNAPP (12), OpenTelemetry in telemetry-pipelines read as OpenTelemetry Collector (12), SOCRadar in threat-intelligence-platforms read as SOCRadar Extended Threat Intelligence (12), Securonix in insider-risk-management read as Securonix UEBA (12), ServiceNow in grc-platforms read as ServiceNow Integrated Risk Management (12), VMware VeloCloud in sd-wan read as VMware VeloCloud SD-WAN (12), Versa Networks in sd-wan read as Versa Secure SD-WAN (12), AWS Textract in intelligent-document-processing read as Amazon Textract (11), Acronis in backup-and-disaster-recovery read as Acronis Cyber Protect (11), DTEX in insider-risk-management read as DTEX InTERCEPT (11), Datto in backup-and-disaster-recovery read as Datto SIRIS (11), Domo in embedded-analytics read as Domo Everywhere (11), Fortinet in next-generation-firewalls read as Fortinet FortiGate (11), IBM in master-data-management read as IBM InfoSphere (11), Informatica in data-masking-and-test-data read as Informatica Intelligent Data Management Cloud (11), Rapid7 in vulnerability-management-platforms read as Rapid7 InsightVM (11), ServiceNow in ai-it-support-agents read as ServiceNow Now Assist (11), SolarWinds IPAM in ddi-and-ipam read as SolarWinds IP Address Manager (11), Splunk in telemetry-pipelines read as Splunk Observability Cloud (11), ABBYY in intelligent-document-processing read as ABBYY Vantage (10), Akamai in api-security-platforms read as Akamai API Security (10), Akamai in bot-management read as Akamai Bot Manager (10), Amazon Kinesis in streaming-platforms read as Amazon Kinesis Data Streams (10), Astrix in non-human-identity-management read as Astrix Security (10), Azure Blob in object-storage read as Azure Blob Storage (10), Elastic in log-management read as Elastic Stack (10), Elastic in observability-platforms read as Elastic Observability (10), Fastly in web-application-firewalls read as Fastly Next-Gen WAF (10), Fortinet (FortiGate) in next-generation-firewalls read as Fortinet FortiGate (10), Guardsquare in application-shielding read as Guardsquare DexGuard / iXGuard (10), Huntress in identity-threat-detection-and-response read as Huntress Managed ITDR (10), ModelOp in ai-governance-platforms read as ModelOp Center (10), Proofpoint in digital-risk-protection read as Proofpoint Digital Risk Protection (10), Proofpoint Essentials in email-security read as Proofpoint Email Protection (10), SAP MDG in master-data-management read as SAP Master Data Governance (10), Saviynt in non-human-identity-management read as Saviynt Identity Cloud (10), ServiceNow in it-financial-management read as ServiceNow IT Financial Management (10), ServiceNow ITFM in it-financial-management read as ServiceNow IT Financial Management (10), Tableau Embedded in embedded-analytics read as Tableau Embedded Analytics (10), Akamai in ddos-protection read as Akamai Prolexic (9), AvePoint in microsoft-365-management read as AvePoint Confidence Platform (9), BMC Helix in it-service-management read as BMC Helix ITSM (9), CyberArk in secrets-management read as CyberArk Secrets Manager (9), Flexera in it-asset-management read as Flexera One IT Asset Management (9), Flexera One in it-asset-management read as Flexera One IT Asset Management (9), Fortinet in sd-wan read as Fortinet Secure SD-WAN (9), Fortinet (FortiSASE) in sase-platforms read as Fortinet FortiSASE (9), GitGuardian in non-human-identity-management read as GitGuardian NHI Governance (9), Ivanti in patch-management read as Ivanti Neurons for Patch Management (9), Ivanti in unified-endpoint-management read as Ivanti Neurons for UEM (9), JumpCloud in multi-factor-authentication read as JumpCloud Protect (9), K2View in data-masking-and-test-data read as K2View Test Data Management (9), Linode (Akamai) in cloud-hosting read as Akamai Connected Cloud (9), MetricStream in business-continuity-management read as MetricStream Business Continuity Management (9), OpenTelemetry (OTel) in telemetry-pipelines read as OpenTelemetry Collector (9), Palo Alto Networks in sase-platforms read as Palo Alto Networks Prisma SASE (9), Power BI in embedded-analytics read as Microsoft Power BI Embedded (9), Proofpoint in data-loss-prevention read as Proofpoint Enterprise DLP (9), Riak in nosql-databases read as Riak KV (9), SolarWinds in ddi-and-ipam read as SolarWinds IP Address Manager (9), Sophos in next-generation-firewalls read as Sophos Firewall (9), Sophos Endpoint in endpoint-protection read as Sophos Intercept X (9), Sucuri in web-application-firewalls read as Sucuri WAF (9), WSO2 in api-management read as WSO2 API Manager (9), BeyondTrust in remote-support-and-remote-access read as BeyondTrust Remote Support (8), Cato Networks SASE Cloud in sase-platforms read as Cato SASE Cloud (8), Check Point in email-security read as Check Point Harmony Email & Collaboration (8), Cisco in next-generation-firewalls read as Cisco Secure Firewall (8), Cofense in security-awareness-training read as Cofense PhishMe (8), Cribl in telemetry-pipelines read as Cribl Stream (8), Dell in enterprise-storage-systems read as Dell Technologies (8), Entro in non-human-identity-management read as Entro Security (8), Everbridge in business-continuity-management read as Everbridge 360 (8), Fastly in bot-management read as Fastly Bot Management (8), GitHub Container Registry (GHCR) in artifact-and-container-registries read as GitHub Packages (8), Huawei in enterprise-storage-systems read as Huawei OceanStor (8), Huntress in ai-soc-agents read as Huntress Managed EDR (8), Huntress in security-awareness-training read as Huntress Managed Security Awareness Training (8), Imperva WAF in web-application-firewalls read as Imperva Cloud WAF (8), Informatica in data-quality-and-observability read as Informatica Intelligent Data Management Cloud (8), Intruder.io in attack-surface-management read as Intruder (8), Iron Mountain in colocation-providers read as Iron Mountain Data Centers (8), Jitterbit in edi-platforms read as Jitterbit EDI (8), Kong in llm-gateways-and-observability read as Kong AI Gateway (8), ManageEngine in unified-endpoint-management read as ManageEngine Endpoint Central (8), OneLogin in multi-factor-authentication read as OneLogin MFA (8), Palo Alto Networks (Prisma SASE) in sase-platforms read as Palo Alto Networks Prisma SASE (8), Picus in breach-and-attack-simulation read as Picus Security Validation Platform (8), Rapid7 in managed-detection-and-response read as Rapid7 MDR (8), ServiceNow in third-party-risk-management read as ServiceNow Third-Party Risk Management (8), Sumo Logic in siem-platforms read as Sumo Logic Cloud SIEM (8), Tanium in patch-management read as Tanium Patch (8), Tenable in ot-and-iot-security read as Tenable OT Security (8), Trend Micro in extended-detection-and-response read as Trend Vision One (8), UiPath in intelligent-document-processing read as UiPath Document Understanding (8), VMware in server-virtualization-platforms read as VMware vSphere (8), Vonage (formerly Nexmo) in communications-apis read as Vonage Communications APIs (8), Aiven in streaming-platforms read as Aiven for Apache Kafka (7), Akamai in managed-dns read as Akamai Edge DNS (7), Axway in managed-file-transfer read as Axway SecureTransport (7), Bitdefender in endpoint-protection read as Bitdefender GravityZone (7), Cribl in log-management read as Cribl Stream (7), Databricks in etl-and-elt read as Databricks Lakeflow (7), DigitalOcean in managed-kubernetes-platforms read as DigitalOcean Kubernetes (7), Entrust in certificate-lifecycle-management read as Entrust Certificate Manager (7), Firefox in enterprise-browsers read as Firefox ESR (7), Google Cloud Document AI in intelligent-document-processing read as Google Document AI (7), Hexnode in unified-endpoint-management read as Hexnode UEM (7), Huawei in data-center-networking read as Huawei Data Center Networking (7), Huntress in endpoint-protection read as Huntress Managed EDR (7), Imperva in client-side-protection read as Imperva Client-Side Protection (7), Infinidat in enterprise-storage-systems read as Infinidat InfiniBox (7), Infoblox BloxOne DDI in ddi-and-ipam read as Infoblox Universal DDI (7), Informatica in data-virtualization read as Informatica Intelligent Data Management Cloud (7), KNIME in ml-platforms read as KNIME Analytics Platform (7), Kiteworks in managed-file-transfer read as Kiteworks MFT (7), Lakera in ai-security-platforms read as Lakera Guard (7), Nutanix in server-virtualization-platforms read as Nutanix AHV (7), One Identity in privileged-access-management read as One Identity Safeguard (7), Oracle Cloud in cloud-hosting read as Oracle Cloud Infrastructure (7), Oracle Data Masking in data-masking-and-test-data read as Oracle Data Masking and Subsetting (7), Palo Alto in next-generation-firewalls read as Palo Alto Networks NGFW (7), SailPoint in workforce-identity-and-sso read as SailPoint Identity Security Cloud (7), Semperis in identity-threat-detection-and-response read as Semperis Directory Services Protector (7), ServiceNow Virtual Agent in ai-it-support-agents read as ServiceNow Now Assist (7), Snowflake in ml-platforms read as Snowflake Cortex AI (7), Sonatype in software-composition-analysis read as Sonatype Lifecycle (7), Sophos in endpoint-protection read as Sophos Intercept X (7), Tenable in attack-surface-management read as Tenable Attack Surface Management (7), Tenable in cloud-security-posture-management read as Tenable Cloud Security (7), Veracode in software-composition-analysis read as Veracode SCA (7), Verimatrix in application-shielding read as Verimatrix Application Shielding (7), Wasabi Hot Cloud Storage in object-storage read as Wasabi Object Storage (7), Zendesk in ai-it-support-agents read as Zendesk AI Agents (7), Zscaler in data-loss-prevention read as Zscaler Internet Access (7), Zscaler in saas-security-posture-management read as Zscaler SSPM (7), AWS ALB/NLB in load-balancers read as AWS Elastic Load Balancing (6), AWS CloudWatch in infrastructure-monitoring read as Amazon CloudWatch (6), Aikido in static-application-security-testing read as Aikido Security (6), Azure SQL in managed-relational-databases read as Azure SQL Database (6), Azure Synapse in data-warehouses read as Azure Synapse Analytics (6), Bitdefender in extended-detection-and-response read as Bitdefender GravityZone XDR (6), Bitwarden in secrets-management read as Bitwarden Secrets Manager (6), Boomi in master-data-management read as Boomi Data Hub (6), Cequence in api-security-platforms read as Cequence Unified API Protection (6), Cequence Security in api-security-platforms read as Cequence Unified API Protection (6), Citrix in load-balancers read as Citrix ADC (6), Citrix Virtual Apps and Desktops in virtual-desktops read as Citrix DaaS (6), Cleo in managed-file-transfer read as Cleo Integration Cloud (6), ClickUp in it-documentation read as ClickUp Docs (6), Collibra in data-quality-and-observability read as Collibra Data Quality & Observability (6), CyberArk in identity-threat-detection-and-response read as CyberArk Identity Security Platform (6), CyberArk in workforce-identity-and-sso read as CyberArk Identity (6), Datadog Synthetics in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (6), ELK Stack (Elasticsearch, Logstash, Kibana) in log-management read as Elastic Stack (6), Fatpipe in sd-wan read as FatPipe SD-WAN (6), Flexera in it-financial-management read as Flexera One (6), GoDaddy in managed-dns read as GoDaddy DNS (6), Guardsquare (DexGuard & iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (6), Guardsquare (DexGuard/iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (6), HUMAN in bot-management read as HUMAN Security (6), IBM Sterling in managed-file-transfer read as IBM Sterling Secure File Transfer (6), Ivanti in it-service-management read as Ivanti Neurons for ITSM (6), Kaspersky in endpoint-protection read as Kaspersky Endpoint Security (6), Linode in cloud-hosting read as Akamai Connected Cloud (6), Mend in software-composition-analysis read as Mend.io (6), Mezmo in telemetry-pipelines read as Mezmo Telemetry Pipeline (6), Microsoft Defender in ai-security-platforms read as Microsoft Defender XDR (6), OpenTelemetry (OTel) Collector in telemetry-pipelines read as OpenTelemetry Collector (6), Orca in cloud-security-posture-management read as Orca Security (6), Platform9 in managed-kubernetes-platforms read as Platform9 Managed Kubernetes (6), Promon in application-shielding read as Promon SHIELD (6), Radware in web-application-firewalls read as Radware Cloud WAF (6), Rapid7 (InsightVM) in vulnerability-management-platforms read as Rapid7 InsightVM (6), Red Hat Advanced Cluster Security (ACS) in container-and-kubernetes-security read as Red Hat Advanced Cluster Security for Kubernetes (6), Riskonnect Business Continuity in business-continuity-management read as Riskonnect Business Continuity & Resilience (6), Securden in privileged-access-management read as Securden Unified PAM (6), SentinelOne in deception-technology read as SentinelOne Singularity (6), ServiceNow in business-continuity-management read as ServiceNow Integrated Risk Management (6), Spot by NetApp in cloud-cost-management read as Spot by NetApp (6), Stellar Cyber in extended-detection-and-response read as Stellar Cyber Open XDR (6), Symantec in data-loss-prevention read as Symantec Data Loss Prevention (6), Sysdig in cloud-security-posture-management read as Sysdig Secure (6), Trellix in extended-detection-and-response read as Trellix XDR (6), Trend Micro in network-detection-and-response read as Trend Vision One (6), UiPath IXP in intelligent-document-processing read as UiPath Document Understanding (6), Veracode in application-security-posture-management read as Veracode Risk Manager (6), Veracode in dynamic-application-security-testing read as Veracode DAST (6), Versa in sd-wan read as Versa Secure SD-WAN (6), Vicarius in vulnerability-management-platforms read as Vicarius vRx (6), Vimeo in streaming-platforms read as Vimeo Livestream (6), Zscaler DLP in data-loss-prevention read as Zscaler Internet Access (6), Abnormal in email-security read as Abnormal AI (5), Ataccama in data-quality-and-observability read as Ataccama ONE (5), Azure LB in load-balancers read as Azure Load Balancer (5), Barracuda in communications-archiving-and-compliance read as Barracuda Cloud Archiving Service (5), BiZZdesign in enterprise-architecture-tools read as Bizzdesign Horizzon (5), Bitdefender in endpoint-detection-and-response read as Bitdefender GravityZone EDR (5), Braintrust in llm-gateways-and-observability read as Braintrust Gateway (5), Check Point in zero-trust-network-access read as Check Point Harmony SASE (5), Checkmarx in application-security-posture-management read as Checkmarx One (5), Checkmarx in software-composition-analysis read as Checkmarx SCA (5), Citrix NetScaler in load-balancers read as Citrix ADC (5), Claroty Platform in ot-and-iot-security read as Claroty xDome (5), Cloudflare in load-balancers read as Cloudflare Load Balancing (5), Cloudflare in sase-platforms read as Cloudflare One (5), CrowdStrike Falcon Adversary Intelligence in threat-intelligence-platforms read as CrowdStrike Falcon Intelligence (5), CrowdStrike Falcon Go in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (5), Cyble in threat-intelligence-platforms read as Cyble Vision (5), Cyware in threat-intelligence-platforms read as Cyware Intel Exchange (5), ESET in endpoint-protection read as ESET PROTECT (5), Estuary in etl-and-elt read as Estuary Flow (5), Fidelis in deception-technology read as Fidelis Deception (5), Forcepoint in insider-risk-management read as Forcepoint DLP (5), Fortinet in network-detection-and-response read as Fortinet FortiNDR (5), Fortinet in zero-trust-network-access read as Fortinet Universal ZTNA (5), GCP LB in load-balancers read as GCP Cloud Load Balancing (5), GCore in ddos-protection read as Gcore DDoS Protection (5), GitHub Container Registry (ghcr.io) in artifact-and-container-registries read as GitHub Packages (5), GoAnywhere in managed-file-transfer read as GoAnywhere MFT (5), Grip in saas-security-posture-management read as Grip Security (5), HPE Aruba in sd-wan read as HPE Aruba EdgeConnect (5), Harness in cloud-cost-management read as Harness Cloud Cost Management (5), Infoblox in dns-filtering read as Infoblox Threat Defense (5), Ivanti Neurons in it-service-management read as Ivanti Neurons for ITSM (5), JetBrains AI in ai-coding-assistants read as JetBrains AI Assistant (5), Kong in api-security-platforms read as Kong Gateway (5), ManageEngine in patch-management read as ManageEngine Patch Manager Plus (5), Microsoft in extended-detection-and-response read as Microsoft Defender XDR (5), MuleSoft in api-gateways read as MuleSoft Anypoint Platform (5), NVIDIA in data-center-networking read as NVIDIA Spectrum-X (5), Okta in identity-threat-detection-and-response read as Okta Identity Threat Protection (5), Okta in zero-trust-network-access read as Okta Access Gateway (5), Orca in container-and-kubernetes-security read as Orca Security (5), Palo Alto Cortex XDR in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (5), Palo Alto Networks (Prisma SD-WAN) in sd-wan read as Palo Alto Networks Prisma SD-WAN (5), Proofpoint ObserveIT in insider-risk-management read as Proofpoint Insider Threat Management (5), Rapid7 in siem-platforms read as Rapid7 InsightIDR (5), Rencore in microsoft-365-management read as Rencore Governance (5), SOTI in unified-endpoint-management read as SOTI MobiControl (5), Smallstep in certificate-lifecycle-management read as Smallstep Certificate Manager (5), SolarWinds NPM in network-monitoring-and-management read as SolarWinds Network Performance Monitor (5), Spiceworks in it-service-management read as Spiceworks Cloud Help Desk (5), Splashtop Enterprise in remote-support-and-remote-access read as Splashtop Remote Support (5), Trend Micro in endpoint-protection read as Trend Micro Apex One (5), Trend Micro Vision One in endpoint-detection-and-response read as Trend Micro (5), UiPath Document Understanding / IXP in intelligent-document-processing read as UiPath Document Understanding (5), UnderDefense in ai-security-platforms read as UnderDefense AI SOC (5), Vectra in network-detection-and-response read as Vectra AI (5), Zscaler in dns-filtering read as Zscaler Internet Access (5), Zyte in proxy-networks read as Zyte API (5), miniOrange in privileged-access-management read as miniOrange PAM (5), AWS ELB in load-balancers read as AWS Elastic Load Balancing (4), Aikido in container-and-kubernetes-security read as Aikido Security (4), AlloyDB in managed-relational-databases read as AlloyDB for PostgreSQL (4), AppViewX AVX ONE in certificate-lifecycle-management read as AppViewX CERT+ (4), Barracuda in bot-management read as Barracuda Bot Protection (4), Barracuda Cloud Archiving in communications-archiving-and-compliance read as Barracuda Cloud Archiving Service (4), BitSight in attack-surface-management read as Bitsight (4), Bitdefender GravityZone in extended-detection-and-response read as Bitdefender GravityZone XDR (4), BlueCat Address Manager in ddi-and-ipam read as BlueCat Integrity (4), BlueCat Networks in ddi-and-ipam read as BlueCat Integrity (4), Broadcom/Symantec in data-loss-prevention read as Symantec Data Loss Prevention (4), Carbonite in backup-and-disaster-recovery read as Carbonite Safe (4), Cato in sd-wan read as Cato SASE Cloud (4), Check Point Harmony Email in email-security read as Check Point Harmony Email & Collaboration (4), Cisco Meraki MX in sd-wan read as Cisco Meraki SD-WAN (4), Citrix XenServer in server-virtualization-platforms read as Citrix Hypervisor (4), CloudSEK in digital-risk-protection read as CloudSEK XVigil (4), Cloudflare Zero Trust / Cloudflare Access in zero-trust-network-access read as Cloudflare One (4), Cloudian in object-storage read as Cloudian HyperStore (4), CrowdStrike Falcon Cloud in cloud-native-application-protection read as CrowdStrike Falcon Cloud Security (4), CrowdStrike Falcon Identity in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (4), CyberSaint (CyberStrong) in cyber-risk-quantification read as CyberSaint CyberStrong (4), Datadog in container-and-kubernetes-security read as Datadog Cloud Security Management (4), Delinea (formerly Thycotic) in privileged-access-management read as Delinea Secret Server (4), Diligent in third-party-risk-management read as Diligent One (4), DoveRunner in application-shielding read as DoveRunner AppSealing (4), Elastic in siem-platforms read as Elastic Security (4), Elastic Cloud in log-management read as Elastic Stack (4), F5 in bot-management read as F5 Distributed Cloud Bot Defense (4), Fastly in ddos-protection read as Fastly DDoS Protection (4), Flexera One FinOps in cloud-cost-management read as Flexera One (4), Fortinet in extended-detection-and-response read as Fortinet FortiXDR (4), Fortinet in web-application-firewalls read as Fortinet FortiWeb (4), GCP in object-storage read as Google Cloud Storage (4), Gcore in ddos-protection read as Gcore DDoS Protection (4), GitGuardian Platform in non-human-identity-management read as GitGuardian NHI Governance (4), GitLab Ultimate in source-control-hosting read as GitLab (4), Globalscape in managed-file-transfer read as Globalscape EFT (4), Grafana in application-performance-monitoring read as Grafana Cloud (4), Hevo in etl-and-elt read as Hevo Data (4), IBM in process-mining read as IBM Process Mining (4), Informatica IDMC in master-data-management read as Informatica MDM (4), InvGate in it-asset-management read as InvGate Asset Management (4), InvGate in it-service-management read as InvGate Service Management (4), Ivanti NAC in network-access-control read as Ivanti Policy Secure (4), Ivanti Neurons in it-asset-management read as Ivanti Neurons for ITAM (4), JScrambler in client-side-protection read as Jscrambler Webpage Integrity (4), Juniper SRX in next-generation-firewalls read as Juniper SRX Series (4), Keeper Enterprise in business-password-managers read as Keeper Security (4), MailStore in communications-archiving-and-compliance read as MailStore Server (4), ManageEngine in privileged-access-management read as ManageEngine PAM360 (4), ManageEngine in vulnerability-management-platforms read as ManageEngine Vulnerability Manager Plus (4), Mandiant in threat-intelligence-platforms read as Mandiant Threat Intelligence (4), Mandiant (Google Threat Intelligence) in threat-intelligence-platforms read as Mandiant Threat Intelligence (4), Microsoft Entra in workforce-identity-and-sso read as Microsoft Entra ID (4), Mimecast in security-awareness-training read as Mimecast Engage (4), Mirantis in managed-kubernetes-platforms read as Mirantis Kubernetes Engine (4), Nerdio in virtual-desktops read as Nerdio Manager (4), Netskope in saas-security-posture-management read as Netskope SSPM (4), Nudge in saas-security-posture-management read as Nudge Security (4), OVHcloud in object-storage read as OVHcloud Object Storage (4), OpenText in edi-platforms read as OpenText Trading Grid (4), Oracle Kubernetes Engine (OKE) in managed-kubernetes-platforms read as Oracle Container Engine for Kubernetes (4), Orca in application-security-posture-management read as Orca Security (4), PDQ Deploy in patch-management read as PDQ Deploy & Inventory (4), Paessler PRTG in network-monitoring-and-management read as Paessler PRTG Network Monitor (4), Palo Alto Networks in endpoint-protection read as Palo Alto Networks Cortex XDR (4), Palo Alto Networks (Prisma Cloud) in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (4), Ping Identity in identity-governance read as Ping Identity Governance (4), PreEmptive in application-shielding read as PreEmptive Dotfuscator (4), Proofpoint in data-security-posture-management read as Proofpoint DSPM (4), Proxmox in server-virtualization-platforms read as Proxmox VE (4), Radware in load-balancers read as Radware Alteon (4), Rapid7 in cloud-native-application-protection read as Rapid7 InsightCloudSec (4), Scrut in compliance-automation read as Scrut Automation (4), SentinelOne in client-side-protection read as SentinelOne Singularity Endpoint (4), SentinelOne in cloud-native-application-protection read as SentinelOne Singularity Cloud Security (4), SentinelOne in container-and-kubernetes-security read as SentinelOne Singularity Cloud Security (4), SentinelOne Singularity Endpoint in endpoint-detection-and-response read as SentinelOne Singularity (4), ServiceNow in ai-governance-platforms read as ServiceNow AI Control Tower (4), Sophos in endpoint-detection-and-response read as Sophos Intercept X (4), Stibo in master-data-management read as Stibo Systems STEP (4), TIBCO in data-virtualization read as TIBCO Data Virtualization (4), Tools4ever in identity-governance read as Tools4ever HelloID (4), Trellix in network-detection-and-response read as Trellix NDR (4), Vultr in managed-kubernetes-platforms read as Vultr Kubernetes Engine (4), Zscaler in deception-technology read as Zscaler Deception (4), AWS in object-storage read as Amazon S3 (3), AWS Glue in data-catalogs-and-governance read as AWS Glue Data Catalog (3), Aikido in application-security-posture-management read as Aikido Security (3), Akamai in dns-filtering read as Akamai Enterprise Threat Protector (3), Akamai (Prolexic) in ddos-protection read as Akamai Prolexic (3), Arcserve in backup-and-disaster-recovery read as Arcserve UDP (3), Ataccama in data-catalogs-and-governance read as Ataccama ONE (3), Augment in ai-coding-assistants read as Augment Code (3), Avast Business Security in endpoint-protection read as Avast Business (3), Axway Amplify in api-management read as Axway Amplify API Management (3), Azure in object-storage read as Azure Blob Storage (3), Azure DDoS in ddos-protection read as Azure DDoS Protection (3), Azure Resource Manager in infrastructure-as-code read as Azure Bicep (3), Azure Resource Manager (ARM) in infrastructure-as-code read as Azure Bicep (3), BMC in it-asset-management read as BMC Helix ITAM (3), BMC Helix in aiops-platforms read as BMC Helix AIOps (3), Cato in sase-platforms read as Cato SASE Cloud (3), Cequence in bot-management read as Cequence Bot Management (3), Check Point in sase-platforms read as Check Point Harmony SASE (3), Checkmarx in dynamic-application-security-testing read as Checkmarx One (3), Checkmarx (Checkmarx One) in static-application-security-testing read as Checkmarx One (3), Cleo Integration Cloud MFT in managed-file-transfer read as Cleo Integration Cloud (3), Cloudflare in zero-trust-network-access read as Cloudflare One (3), ColorTokens (Xshield) in microsegmentation read as ColorTokens Xshield (3), ConnectWise in remote-monitoring-and-management read as ConnectWise RMM (3), CrowdStrike Falcon Cloud in cloud-security-posture-management read as CrowdStrike Falcon Cloud Security (3), CrowdStrike Falcon Go in endpoint-detection-and-response read as CrowdStrike Falcon Insight (3), CrowdStrike Falcon Pro in endpoint-detection-and-response read as CrowdStrike Falcon Insight (3), Cyble in digital-risk-protection read as Cyble Vision (3), Cynet in managed-detection-and-response read as Cynet 360 (3), Databricks (Mosaic AI) in ml-platforms read as Databricks Mosaic AI (3), Datadog in llm-gateways-and-observability read as Datadog LLM Observability (3), Datadog Network Performance Monitoring in network-monitoring-and-management read as Datadog Network Monitoring (3), Dell EMC PowerProtect in backup-and-disaster-recovery read as Dell PowerProtect (3), DigiCert TLM in certificate-lifecycle-management read as DigiCert Trust Lifecycle Manager (3), DoveRunner (formerly AppSealing) in application-shielding read as DoveRunner AppSealing (3), ELK Stack in log-management read as Elastic Stack (3), Elastic (ELK Stack) in log-management read as Elastic Stack (3), Exabeam in soar-platforms read as Exabeam Incident Responder (3), Exabeam Fusion in siem-platforms read as Exabeam (3), FatPipe in sd-wan read as FatPipe SD-WAN (3), Fidelis in network-detection-and-response read as Fidelis Network (3), Flexera in saas-management-platforms read as Flexera One (3), Flexera One ITAM in it-asset-management read as Flexera One IT Asset Management (3), Fortinet (Secure SD-WAN) in sd-wan read as Fortinet Secure SD-WAN (3), Fortinet FortiGate in sd-wan read as Fortinet Secure SD-WAN (3), Fortinet FortiGate NGFW in next-generation-firewalls read as Fortinet FortiGate (3), GitLab in ci-cd-platforms read as GitLab CI/CD (3), GitLab in software-composition-analysis read as GitLab Dependency Scanning (3), GitLab SaaS in source-control-hosting read as GitLab (3), GitLab Ultimate in static-application-security-testing read as GitLab SAST (3), Google SecOps in soar-platforms read as Google Security Operations SOAR (3), Google Security Operations in soar-platforms read as Google Security Operations SOAR (3), Google Workspace in multi-factor-authentication read as Google Workspace 2-Step Verification (3), HYCU in backup-and-disaster-recovery read as HYCU R-Cloud (3), HashiCorp in non-human-identity-management read as HashiCorp Vault (3), Horizon3.ai (NodeZero) in breach-and-attack-simulation read as Horizon3.ai NodeZero (3), IBM in siem-platforms read as IBM QRadar (3), Intercom (Fin) in ai-it-support-agents read as Intercom Fin (3), Juniper in next-generation-firewalls read as Juniper SRX Series (3), Kaseya in patch-management read as Kaseya VSA (3), Kaseya in remote-monitoring-and-management read as Kaseya VSA (3), Kaspersky in endpoint-detection-and-response read as Kaspersky Endpoint Detection and Response (EDR) Expert (3), Keeper Security (KeeperPAM) in privileged-access-management read as KeeperPAM (3), Kong Enterprise in api-management read as Kong Gateway (3), ManageEngine in it-service-management read as ManageEngine ServiceDesk Plus (3), Mandiant in breach-and-attack-simulation read as Mandiant Security Validation (3), Mend (formerly WhiteSource) in software-composition-analysis read as Mend.io (3), Microsoft in identity-threat-detection-and-response read as Microsoft Entra ID (3), Microsoft Defender in extended-detection-and-response read as Microsoft Defender XDR (3), Microsoft Defender TI in threat-intelligence-platforms read as Microsoft Defender Threat Intelligence (3), Microsoft Power BI in embedded-analytics read as Microsoft Power BI Embedded (3), MikroTik in data-center-networking read as MikroTik CRS Series (3), Mimecast Incydr in insider-risk-management read as Code42 Incydr (3), NAKIVO in backup-and-disaster-recovery read as NAKIVO Backup & Replication (3), NetApp AFF A-Series in enterprise-storage-systems read as NetApp AFF (3), Nightfall in ai-security-platforms read as Nightfall AI (3), ONES in it-documentation read as ONES Wiki (3), OpenText Capture in intelligent-document-processing read as OpenText Core Capture (3), Oracle Data Masking & Subsetting in data-masking-and-test-data read as Oracle Data Masking and Subsetting (3), Orca in data-security-posture-management read as Orca Security (3), PRTG Network Monitor in network-detection-and-response read as Paessler PRTG Network Monitor (3), Palantir in ml-platforms read as Palantir Foundry (3), Palo Alto in ai-security-platforms read as Palo Alto Networks (3), Palo Alto in saas-security-posture-management read as Palo Alto Networks (3), Palo Alto in sd-wan read as Palo Alto Networks Prisma SD-WAN (3), Ping in workforce-identity-and-sso read as Ping Identity (3), Planview in it-financial-management read as Planview Portfolios (3), Promon Shield for Mobile in application-shielding read as Promon SHIELD (3), Proofpoint Archive in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (3), Pure Storage FlashArray //X in enterprise-storage-systems read as Pure Storage FlashArray (3), Radware in bot-management read as Radware Bot Manager (3), Rapid7 in deception-technology read as Rapid7 InsightIDR (3), Rapid7 in dynamic-application-security-testing read as Rapid7 InsightAppSec (3), Riverbed in sd-wan read as Riverbed SteelConnect (3), SAFE in cyber-risk-quantification read as SAFE One (3), Sectigo in certificate-lifecycle-management read as Sectigo Certificate Manager (3), ServiceNow IT Service Management in it-service-management read as ServiceNow ITSM (3), Snowflake ML in ml-platforms read as Snowflake Cortex AI (3), SolarWinds in it-asset-management read as SolarWinds Service Desk (3), Sophos in identity-threat-detection-and-response read as Sophos ITDR (3), Sophos in managed-detection-and-response read as Sophos MDR (3), Sophos (XGS Series) in next-generation-firewalls read as Sophos Firewall (3), Sophos Endpoint in endpoint-detection-and-response read as Sophos Intercept X (3), Sophos Firewall XGS in next-generation-firewalls read as Sophos Firewall (3), Sophos Intercept X Endpoint in endpoint-protection read as Sophos Intercept X (3), Spiceworks in it-asset-management read as Spiceworks Inventory (3), Splunk in ai-soc-agents read as Splunk Enterprise Security (3), Splunk in threat-intelligence-platforms read as Splunk Enterprise Security (3), Stellar Cyber in ai-soc-agents read as Stellar Cyber Open XDR (3), Stellar Cyber in network-detection-and-response read as Stellar Cyber Open XDR (3), Sucuri Website Firewall in web-application-firewalls read as Sucuri WAF (3), Tableau Embedded (Salesforce) in embedded-analytics read as Tableau Embedded Analytics (3), Tenable OT in ot-and-iot-security read as Tenable OT Security (3), Trellix in data-loss-prevention read as Trellix DLP (3), Trellix in endpoint-detection-and-response read as Trellix EDR (3), Trend Micro in cloud-native-application-protection read as Trend Micro Cloud One (3), Trend Micro in email-security read as Trend Micro Email Security (3), VMware ESXi in server-virtualization-platforms read as VMware vSphere (3), VMware vSphere / ESXi in server-virtualization-platforms read as VMware vSphere (3), Varonis in data-loss-prevention read as Varonis Data Security Platform (3), Vonage (Ericsson) in communications-apis read as Vonage Communications APIs (3), Vonage (Nexmo) in communications-apis read as Vonage Communications APIs (3), WSO2 in api-gateways read as WSO2 API Manager (3), Windows Defender in client-side-protection read as Microsoft Defender for Endpoint (3), Zoom in business-phone-systems read as Zoom Phone (3), Zscaler Data Protection in data-loss-prevention read as Zscaler Internet Access (3), miniOrange in data-loss-prevention read as miniOrange DLP (3), 42Gears in unified-endpoint-management read as 42Gears SureMDM (2), ABBYY in process-mining read as ABBYY Timeline (2), ARM templates in infrastructure-as-code read as Azure Bicep (2), AWS API Gateway HTTP APIs in api-gateways read as Amazon API Gateway (2), AWS Bedrock Guardrails in ai-security-platforms read as Amazon Bedrock Guardrails (2), AWS CloudWatch in log-management read as Amazon CloudWatch Logs (2), AWS Cost Explorer + AWS Budgets in cloud-cost-management read as AWS Cost Explorer (2), AWS ELB/ALB in load-balancers read as AWS Elastic Load Balancing (2), AWS Elastic Container Registry (ECR) in artifact-and-container-registries read as Amazon Elastic Container Registry (2), AWS Elastic Load Balancer (ELB) in load-balancers read as AWS Elastic Load Balancing (2), AWS Glue Catalog in data-catalogs-and-governance read as AWS Glue Data Catalog (2), AWS RDS / Aurora in managed-relational-databases read as Amazon RDS (2), AWS RDS/Aurora in managed-relational-databases read as Amazon RDS (2), AWS Timestream in time-series-databases read as Amazon Timestream (2), AWS WorkSpaces in virtual-desktops read as Amazon WorkSpaces (2), Acronis in patch-management read as Acronis Cyber Protect (2), Aikido in dynamic-application-security-testing read as Aikido Security (2), Amazon Q in ai-coding-assistants read as Amazon Q Developer (2), AppViewX CERT+ / AVX ONE in certificate-lifecycle-management read as AppViewX CERT+ (2), Argo in workflow-orchestration read as Argo Workflows (2), Avatier in identity-governance read as Avatier Identity Anywhere (2), Axcient in backup-and-disaster-recovery read as Axcient x360Recover (2), Azure ACR in artifact-and-container-registries read as Azure Container Registry (2), Azure ARM in infrastructure-as-code read as Azure Bicep (2), BMC Helix in it-asset-management read as BMC Helix ITAM (2), BMC Helix (formerly Remedy) in it-service-management read as BMC Helix ITSM (2), Backblaze in object-storage read as Backblaze B2 (2), Barracuda in next-generation-firewalls read as Barracuda CloudGen Firewall (2), Bitdefender in ai-security-platforms read as Bitdefender GravityZone (2), Boomi B2B/EDI in edi-platforms read as Boomi B2B/EDI Management (2), Broadcom Symantec in endpoint-protection read as Symantec Endpoint Security (2), Broadcom Symantec Endpoint Security Complete in endpoint-protection read as Symantec Endpoint Security (2), Check Point in api-security-platforms read as Check Point CloudGuard WAF (2), Check Point (Quantum) in next-generation-firewalls read as Check Point Quantum (2), Chronosphere in telemetry-pipelines read as Chronosphere Telemetry Pipeline (2), Cisco in email-security read as Cisco Secure Email (2), Cisco in extended-detection-and-response read as Cisco XDR (2), Cisco (Secure Firewall) in next-generation-firewalls read as Cisco Secure Firewall (2), Cisco Meraki in unified-endpoint-management read as Cisco Meraki Systems Manager (2), Cisco Stealthwatch in network-detection-and-response read as Cisco Secure Network Analytics (2), Cisco Talos Intelligence in threat-intelligence-platforms read as Cisco Talos (2), Cisco Webex Meetings in video-conferencing read as Cisco Webex (2), Citrix in sd-wan read as Citrix SD-WAN (2), Cloudflare in api-gateways read as Cloudflare API Gateway (2), Cloudflare in certificate-lifecycle-management read as Cloudflare Universal SSL (2), Cloudflare in llm-gateways-and-observability read as Cloudflare AI Gateway (2), Cloudflare (API Shield) in api-security-platforms read as Cloudflare API Shield (2), Cloudflare One / Access in zero-trust-network-access read as Cloudflare One (2), Cofense (PhishMe) in security-awareness-training read as Cofense PhishMe (2), Cohesity Data Cloud in backup-and-disaster-recovery read as Cohesity DataProtect (2), CrowdStrike Falcon Identity Threat Protection in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (2), CyberArk in certificate-lifecycle-management read as CyberArk Certificate Manager (2), Cybersaint in cyber-risk-quantification read as CyberSaint CyberStrong (2), Cynet 360 in endpoint-detection-and-response read as Cynet (2), Darktrace in email-security read as Darktrace EMAIL (2), DataStax Astra in nosql-databases read as DataStax Astra DB (2), Databricks Data Intelligence Platform in ml-platforms read as Databricks Mosaic AI (2), Datadog in cloud-cost-management read as Datadog Cloud Cost Management (2), Datadog in cloud-security-posture-management read as Datadog Cloud Security Management (2), Delinea (formerly Thycotic + Centrify) in privileged-access-management read as Delinea Secret Server (2), Devolutions in privileged-access-management read as Devolutions Server (2), DigitalOcean in managed-relational-databases read as DigitalOcean Managed Databases (2), Diligent in grc-platforms read as Diligent One (2), Domino in ml-platforms read as Domino Data Lab (2), Drone in ci-cd-platforms read as Drone CI (2), Druva Resilience Cloud in backup-and-disaster-recovery read as Druva Data Security Cloud (2), ELK in log-management read as Elastic Stack (2), ELK Stack (Elasticsearch) in log-management read as Elastic Stack (2), EfficientIP (SOLIDserver) in ddi-and-ipam read as EfficientIP SOLIDserver (2), Elastic in telemetry-pipelines read as Elastic Observability (2), Elastic Cloud in aiops-platforms read as Elastic Observability (2), Fastly in client-side-protection read as Fastly Client-Side Protection (2), Fiddler in ai-governance-platforms read as Fiddler AI (2), Forcepoint in ai-security-platforms read as Forcepoint Data Security Cloud (2), Fortinet in siem-platforms read as FortiSIEM (2), Fortinet (FortiGate) in sd-wan read as Fortinet Secure SD-WAN (2), Fortra Digital Guardian in data-loss-prevention read as Fortra DLP (2), Fortra GoAnywhere in managed-file-transfer read as Fortra GoAnywhere MFT (2), GCP Load Balancing in load-balancers read as GCP Cloud Load Balancing (2), GitHub Container Registry in artifact-and-container-registries read as GitHub Packages (2), GitHub Enterprise Server in source-control-hosting read as GitHub (2), Google Cloud in object-storage read as Google Cloud Storage (2), Google SecOps in siem-platforms read as Google Security Operations (2), Google SecOps (Chronicle) in siem-platforms read as Google Security Operations (2), Grafana in aiops-platforms read as Grafana Cloud (2), Grafana in data-quality-and-observability read as Grafana Cloud (2), Grafana Stack in observability-platforms read as Grafana (2), Group-IB in threat-intelligence-platforms read as Group-IB Threat Intelligence (2), Guardsquare (DexGuard + iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (2), Guardsquare (DexGuard for Android, iXGuard for iOS) in application-shielding read as Guardsquare DexGuard / iXGuard (2), Guardsquare/DexGuard in application-shielding read as Guardsquare DexGuard / iXGuard (2), HUMAN in client-side-protection read as HUMAN Security (2), Harness Internal Developer Portal in internal-developer-portals read as Harness IDP (2), Heimdal in patch-management read as Heimdal Patch & Asset Management (2), Hetzner in object-storage read as Hetzner Object Storage (2), Horizon3.ai in breach-and-attack-simulation read as Horizon3.ai NodeZero (2), IBM in api-management read as IBM API Connect (2), IBM in unified-endpoint-management read as IBM MaaS360 (2), IBM Guardium DSPM in data-security-posture-management read as IBM Guardium (2), IBM Guardium Data Protection in data-security-posture-management read as IBM Guardium (2), IBM X-Force in threat-intelligence-platforms read as IBM X-Force Exchange (2), Imperva (by Thales) in ddos-protection read as Imperva DDoS Protection (2), Imperva Advanced Bot Management in bot-management read as Imperva Advanced Bot Protection (2), Imperva Bot Management in bot-management read as Imperva Advanced Bot Protection (2), Intercom in ai-it-support-agents read as Intercom Fin (2), Inuvika in virtual-desktops read as Inuvika OVD Enterprise (2), Invicti in application-security-posture-management read as Invicti ASPM (2), Ivanti in it-asset-management read as Ivanti Neurons for ITAM (2), Ivanti Neurons in patch-management read as Ivanti Neurons for Patch Management (2), Ivanti Neurons in unified-endpoint-management read as Ivanti Neurons for UEM (2), JSCAPE MFT (by Redwood) in managed-file-transfer read as JSCAPE MFT Server (2), Keeper in privileged-access-management read as KeeperPAM (2), Kemp in load-balancers read as Kemp LoadMaster (2), Klippa in intelligent-document-processing read as Klippa DocHorizon (2), Kong (Kong Konnect) in api-management read as Kong Gateway (2), Kong (Konnect) in api-management read as Kong Gateway (2), Kong Enterprise in api-gateways read as Kong Gateway (2), Lacework (FortiCNAPP) in cloud-security-posture-management read as Lacework FortiCNAPP (2), Linode in managed-kubernetes-platforms read as Linode Kubernetes Engine (2), Linode in managed-relational-databases read as Linode Managed Databases (2), Linode (now Akamai) in cloud-hosting read as Akamai Connected Cloud (2), Linode/Akamai in managed-kubernetes-platforms read as Linode Kubernetes Engine (2), Loadbalancer.org in load-balancers read as Loadbalancer.org Enterprise ADC (2), MSP360 in backup-and-disaster-recovery read as MSP360 Managed Backup (2), MSP360 in remote-monitoring-and-management read as MSP360 RMM (2), ManageEngine in it-asset-management read as ManageEngine AssetExplorer (2), ManageEngine in network-monitoring-and-management read as ManageEngine OpManager (2), ManageEngine in siem-platforms read as ManageEngine Log360 (2), Mandiant in attack-surface-management read as Mandiant Attack Surface Management (2), Mandiant (Google) in threat-intelligence-platforms read as Mandiant Threat Intelligence (2), Microsoft in cloud-security-posture-management read as Microsoft Defender for Cloud (2), Microsoft in ot-and-iot-security read as Microsoft Defender for IoT (2), Microsoft in robotic-process-automation read as Microsoft Power Automate (2), Microsoft in saas-security-posture-management read as Microsoft Defender for Cloud Apps (2), Microsoft Copilot for Microsoft 365 in enterprise-ai-assistants read as Microsoft 365 Copilot (2), Microsoft Defender in container-and-kubernetes-security read as Microsoft Defender for Containers (2), Microsoft Defender for Business / Defender for Endpoint in endpoint-detection-and-response read as Microsoft Defender for Endpoint (2), Microsoft Defender for Cloud Foundational CSPM in cloud-security-posture-management read as Microsoft Defender for Cloud (2), Microsoft Defender for Endpoint Plan 2 in endpoint-detection-and-response read as Microsoft Defender for Endpoint (2), Microsoft Entra in identity-governance read as Microsoft Entra ID (2), Microsoft Entra in non-human-identity-management read as Microsoft Entra ID (2), Microsoft Fabric Warehouse in data-warehouses read as Microsoft Fabric Data Warehouse (2), Microsoft Threat Intelligence in threat-intelligence-platforms read as Microsoft Defender Threat Intelligence (2), Mimecast Incydr (formerly Code42 Incydr) in insider-risk-management read as Code42 Incydr (2), Miniorange in data-loss-prevention read as miniOrange DLP (2), Motadata in aiops-platforms read as Motadata ObserveOps (2), Motadata in data-center-infrastructure-management read as Motadata ObserveOps (2), Motadata in infrastructure-monitoring read as Motadata ObserveOps (2), MuleSoft in edi-platforms read as MuleSoft Anypoint Platform (2), MuleSoft in workflow-orchestration read as MuleSoft Anypoint Platform (2), MuleSoft (Anypoint Platform) in api-management read as MuleSoft Anypoint Platform (2), Netwrix in identity-threat-detection-and-response read as Netwrix ITDR (2), Nightfall in data-loss-prevention read as Nightfall AI (2), Nlyte Software in data-center-infrastructure-management read as Nlyte DCIM (2), ONES.com in it-documentation read as ONES Wiki (2), Okta Identity Threat Protection with Okta AI in identity-threat-detection-and-response read as Okta Identity Threat Protection (2), Okta MFA in multi-factor-authentication read as Okta Verify (2), Omnissa in unified-endpoint-management read as Omnissa Workspace ONE (2), Omnissa (Workspace ONE) in unified-endpoint-management read as Omnissa Workspace ONE (2), OneTrust Third-Party Management in third-party-risk-management read as OneTrust Third-Party Risk Management (2), OpenText Business Network / Trading Grid in edi-platforms read as OpenText Trading Grid (2), Oracle in cloud-hosting read as Oracle Cloud Infrastructure (2), Oracle in data-virtualization read as Oracle Data Virtualization (2), PRTG in network-detection-and-response read as Paessler PRTG Network Monitor (2), Palo Alto in endpoint-protection read as Palo Alto Networks Cortex XDR (2), Palo Alto in ot-and-iot-security read as Palo Alto Networks (2), Palo Alto in sase-platforms read as Palo Alto Networks Prisma SASE (2), Palo Alto in zero-trust-network-access read as Palo Alto Networks Prisma Access (2), Palo Alto (Talon) in enterprise-browsers read as Palo Alto Networks (2), Palo Alto Cortex in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (2), Palo Alto Networks in sd-wan read as Palo Alto Networks Prisma SD-WAN (2), Palo Alto Networks in zero-trust-network-access read as Palo Alto Networks Prisma Access (2), Palo Alto Networks (Cortex XDR) in endpoint-protection read as Palo Alto Networks Cortex XDR (2), Palo Alto Networks (PA-Series / Strata) in next-generation-firewalls read as Palo Alto Networks NGFW (2), Palo Alto Networks (Prisma Access) in sase-platforms read as Palo Alto Networks Prisma SASE (2), Palo Alto Networks (Prisma Access) in zero-trust-network-access read as Palo Alto Networks Prisma Access (2), Palo Alto Networks (Prisma Cloud) in cloud-security-posture-management read as Prisma Cloud (2), Palo Alto Networks (Prisma Cloud) in container-and-kubernetes-security read as Prisma Cloud (2), Palo Alto Networks PA-400 Series in next-generation-firewalls read as Palo Alto Networks PA-Series (2), Peplink SD-WAN in sd-wan read as Peplink (2), Ping in customer-identity-and-access-management read as Ping Identity (2), Planview in enterprise-architecture-tools read as Planview Portfolios (2), Proofpoint Enterprise Communications Archive in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (2), Proofpoint Identity Threat Defense / Shadow in deception-technology read as Proofpoint Identity Threat Defense (2), Pure Storage FlashArray//X in enterprise-storage-systems read as Pure Storage FlashArray (2), Qualys (VMDR) in vulnerability-management-platforms read as Qualys VMDR (2), Quest in microsoft-365-management read as Quest On Demand (2), Red Hat Advanced Cluster Security (RHACS) in container-and-kubernetes-security read as Red Hat Advanced Cluster Security for Kubernetes (2), Render in managed-relational-databases read as Render Postgres (2), Saviynt Identity Cloud in identity-governance read as Saviynt Enterprise Identity Cloud (2), Scaleway in managed-kubernetes-platforms read as Scaleway Kapsule (2), Scaleway in object-storage read as Scaleway Object Storage (2), Scality in object-storage read as Scality RING (2), Sectigo in non-human-identity-management read as Sectigo Certificate Manager (2), Sectigo (formerly Comodo) in certificate-lifecycle-management read as Sectigo Certificate Manager (2), SecureW2 in certificate-lifecycle-management read as SecureW2 JoinNow (2), Secureworks in managed-detection-and-response read as Secureworks Taegis ManagedXDR (2), Secureworks Taegis in managed-detection-and-response read as Secureworks Taegis ManagedXDR (2), SentinelOne in threat-intelligence-platforms read as SentinelOne Singularity (2), SentinelOne Singularity Complete in endpoint-detection-and-response read as SentinelOne Singularity (2), ServiceNow in aiops-platforms read as ServiceNow ITOM (2), ServiceNow in compliance-automation read as ServiceNow Integrated Risk Management (2), Snowflake Horizon Catalog in data-catalogs-and-governance read as Snowflake Horizon (2), Snyk Team in software-composition-analysis read as Snyk Open Source (2), Sophos XGS in next-generation-firewalls read as Sophos Firewall (2), Splunk in soar-platforms read as Splunk SOAR (2), Splunk APM in application-performance-monitoring read as Splunk Observability Cloud (2), Splunk Cloud in siem-platforms read as Splunk Enterprise Security (2), Splunk Free in siem-platforms read as Splunk Enterprise Security (2), Stibo Systems (STEP Platform) in master-data-management read as Stibo Systems STEP (2), Stonebranch in workflow-orchestration read as Stonebranch Universal Automation Center (2), Tenable in cloud-native-application-protection read as Tenable Cloud Security (2), Tenable (Tenable One / Tenable.sc) in vulnerability-management-platforms read as Tenable Vulnerability Management (2), Teradata in data-warehouses read as Teradata Vantage (2), Thycotic in privileged-access-management read as Delinea Secret Server (2), Tibco in data-virtualization read as TIBCO Data Virtualization (2), Trellix in endpoint-protection read as Trellix Endpoint Security Suite (2), Trellix Data Loss Prevention in data-loss-prevention read as Trellix DLP (2), TrueCommerce EDI Solutions in edi-platforms read as TrueCommerce EDI (2), Ubiquiti in data-center-networking read as Ubiquiti UniFi (2), UiPath Process Intelligence in process-mining read as UiPath Process Mining (2), UpGuard Breach Risk in digital-risk-protection read as UpGuard BreachSight (2), VMware Horizon / Omnissa Horizon in virtual-desktops read as VMware Horizon (2), VMware VeloCloud (now Broadcom) in sd-wan read as VMware VeloCloud SD-WAN (2), VMware Velocloud in sd-wan read as VMware VeloCloud SD-WAN (2), VMware vSphere/ESXi in server-virtualization-platforms read as VMware vSphere (2), Vectra in identity-threat-detection-and-response read as Vectra AI (2), Veeam in microsoft-365-management read as Veeam Data Cloud for Microsoft 365 (2), Wasabi Technologies in object-storage read as Wasabi Object Storage (2), WatchGuard in next-generation-firewalls read as WatchGuard Firebox (2), Zscaler in data-security-posture-management read as Zscaler DSPM (2), Zscaler (Zero Trust Exchange) in sase-platforms read as Zscaler Zero Trust Exchange (2), Zyte (formerly Scrapinghub) in proxy-networks read as Zyte API (2), A10 Networks Thunder ADC in load-balancers read as A10 Thunder ADC (1), ABBYY Cloud in intelligent-document-processing read as ABBYY Vantage (1), ARCON in privileged-access-management read as ARCON PAM (1), ARM in infrastructure-as-code read as Azure Bicep (1), AWS in managed-kubernetes-platforms read as Amazon EKS (1), AWS (Amazon Web Services) in cloud-hosting read as Amazon Web Services (1), AWS ALB/ELB in load-balancers read as AWS Elastic Load Balancing (1), AWS Bedrock Guardrails in ai-governance-platforms read as Amazon Bedrock Guardrails (1), AWS Cost Explorer & Budgets in cloud-cost-management read as AWS Cost Explorer (1), AWS ELB (ALB/NLB) in load-balancers read as AWS Elastic Load Balancing (1), AWS Elastic Container Registry, ECR in artifact-and-container-registries read as Amazon Elastic Container Registry (1), AWS Elastic Load Balancer in load-balancers read as AWS Elastic Load Balancing (1), AWS Elastic Load Balancer (ALB/NLB) in load-balancers read as AWS Elastic Load Balancing (1), AWS Macie in data-security-posture-management read as Amazon Macie (1), AWS SageMaker Studio in ml-platforms read as Amazon SageMaker (1), Abbyy in intelligent-document-processing read as ABBYY Vantage (1), Acalvio Technologies in deception-technology read as Acalvio ShadowPlex (1), Acalvio Technologies ShadowPlex in deception-technology read as Acalvio ShadowPlex (1), Acronis in extended-detection-and-response read as Acronis Cyber Protect (1), Acronis (Cyber Protect / Cyber Backup) in backup-and-disaster-recovery read as Acronis Cyber Protect (1), Aikido in attack-surface-management read as Aikido Security (1), Aikido in software-composition-analysis read as Aikido Security (1), Akamai in cloud-hosting read as Akamai Connected Cloud (1), Akamai (Kona Site Defender) in web-application-firewalls read as Akamai App & API Protector (1), Akamai (Noname) in api-security-platforms read as Akamai API Security (1), Akamai (PerimeterX) in bot-management read as Akamai Bot Manager (1), Akamai (WAF + Bot Manager) in web-application-firewalls read as Akamai App & API Protector (1), Akamai (formerly Dyn) in managed-dns read as Akamai Edge DNS (1), Akamai (formerly Nominum) in managed-dns read as Akamai Edge DNS (1), Akamai (formerly Noname Security) in api-security-platforms read as Akamai API Security (1), Akamai (with PerimeterX) in web-application-firewalls read as Akamai App & API Protector (1), Akamai Guardicore Centra in microsegmentation read as Akamai Guardicore Segmentation (1), Akamai Linode in cloud-hosting read as Akamai Connected Cloud (1), Akamai Technologies in bot-management read as Akamai Bot Manager (1), Amazon RDS/Aurora in managed-relational-databases read as Amazon RDS (1), Amazon Web Services (EKS) in managed-kubernetes-platforms read as Amazon EKS (1), Amazon WorkSpaces Personal in virtual-desktops read as Amazon WorkSpaces (1), AppGate in zero-trust-network-access read as Appgate SDP (1), AppViewX (AVX ONE / CERT+) in certificate-lifecycle-management read as AppViewX CERT+ (1), AppViewX AVX ONE (CERT+) in certificate-lifecycle-management read as AppViewX CERT+ (1), Appgate (SDP) in zero-trust-network-access read as Appgate SDP (1), Aqua in cloud-native-application-protection read as Aqua Security (1), Aqua in cloud-security-posture-management read as Aqua Security (1), Aqua Platform in container-and-kubernetes-security read as Aqua Security (1), ArcSight in siem-platforms read as OpenText ArcSight (1), ArcSight (Micro Focus/OpenText) in siem-platforms read as OpenText ArcSight (1), Arcon in privileged-access-management read as ARCON PAM (1), Arista (CloudVision) in data-center-networking read as Arista Networks (1), Arista (EOS + CloudVision) in data-center-networking read as Arista Networks (1), Arize in ai-governance-platforms read as Arize AX (1), Armis (Armis Centrix) in ot-and-iot-security read as Armis Centrix (1), Astra in dynamic-application-security-testing read as Astra Security (1), Astra in penetration-testing-as-a-service read as Astra Security (1), Astronomer Cloud in workflow-orchestration read as Astronomer Astro (1), Ataccama (Ataccama ONE) in master-data-management read as Ataccama ONE (1), Ataccama (ONE) in master-data-management read as Ataccama ONE (1), AtroCore (AtroMDM) in master-data-management read as AtroCore MDM (1), AvePoint (Cloud Governance) in microsoft-365-management read as AvePoint Confidence Platform (1), AvePoint (Confidence Platform / EnPower) in microsoft-365-management read as AvePoint Confidence Platform (1), Axway in api-management read as Axway Amplify API Management (1), Azure in api-management read as Azure API Management (1), Azure ARM Templates in infrastructure-as-code read as Azure Bicep (1), Azure ARM/Bicep in infrastructure-as-code read as Azure Bicep (1), Azure Bicep/ARM in infrastructure-as-code read as Azure Bicep (1), Azure NSGs in microsegmentation read as Azure Network Security Groups (1), Azure Synapse (Microsoft) in data-warehouses read as Azure Synapse Analytics (1), BMC in it-service-management read as BMC Helix ITSM (1), BMC Helix in incident-management-and-on-call read as BMC Helix ITSM (1), Backblaze Business Computer Backup in backup-and-disaster-recovery read as Backblaze Business Backup (1), Barracuda in web-application-firewalls read as Barracuda Web Application Firewall (1), Barracuda Cloud-to-Cloud in backup-and-disaster-recovery read as Barracuda Cloud-to-Cloud Backup (1), Barracuda CloudGen in next-generation-firewalls read as Barracuda CloudGen Firewall (1), BeyondTrust (Bomgar) in remote-support-and-remote-access read as BeyondTrust Remote Support (1), BeyondTrust (formerly Bomgar) in remote-support-and-remote-access read as BeyondTrust Remote Support (1), Bitdefender GravityZone Business Security in endpoint-detection-and-response read as Bitdefender GravityZone EDR (1), Bitdefender XDR in extended-detection-and-response read as Bitdefender GravityZone XDR (1), Bitwarden Enterprise in secrets-management read as Bitwarden Secrets Manager (1), Bizzdesign (Enterprise Studio / Horizzon) in enterprise-architecture-tools read as Bizzdesign Horizzon (1), Bizzdesign (Horizzon / MEGA HOPEX) in enterprise-architecture-tools read as Bizzdesign Horizzon (1), BlueCat (Integrity & Address Manager) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat (Integrity / Adaptive DNS) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat (Micetro) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat Networks (Integrity / Micetro) in ddi-and-ipam read as BlueCat Integrity (1), Bluecat Networks in ddi-and-ipam read as BlueCat Integrity (1), Broadcom in data-loss-prevention read as Symantec Data Loss Prevention (1), Broadcom in privileged-access-management read as Symantec Privileged Access Manager (1), Broadcom (CA) Test Data Manager in data-masking-and-test-data read as Broadcom Test Data Manager (1), Broadcom (Symantec IGA) in identity-governance read as Symantec Identity Governance and Administration (1), Broadcom (Symantec IGA, formerly CA) in identity-governance read as Symantec Identity Governance and Administration (1), Broadcom (Symantec) DLP in data-loss-prevention read as Symantec Data Loss Prevention (1), Broadcom (VMware SD-WAN) in sd-wan read as VMware VeloCloud SD-WAN (1), Broadcom (specifically legacy CA Technologies / DevAuth) in identity-governance read as Symantec Identity Governance and Administration (1), Broadcom/VMware in sd-wan read as VMware VeloCloud SD-WAN (1), Carbon Black in endpoint-detection-and-response read as VMware Carbon Black (1), Carbon Black (VMware Carbon Black Cloud) in endpoint-detection-and-response read as VMware Carbon Black (1), Carbon Black (VMware) in endpoint-detection-and-response read as VMware Carbon Black (1), Carbon Black (VMware/Broadstorm) in endpoint-detection-and-response read as VMware Carbon Black (1), Carbon Black (under Broadcom / Symantec) in endpoint-detection-and-response read as VMware Carbon Black (1), Cato Networks (Cato SASE Cloud) in sd-wan read as Cato SASE Cloud (1), Cato Networks SD-WAN in sd-wan read as Cato SASE Cloud (1), Cato Networks SD‑WAN (Cato Socket) in sd-wan read as Cato SASE Cloud (1), Cato SD-WAN / SASE in sd-wan read as Cato SASE Cloud (1), Cato SD-WAN/SASE in sd-wan read as Cato SASE Cloud (1), Cequence (or Firetail) in api-security-platforms read as Cequence Unified API Protection (1), Cequence Security (API Sentinel) in api-security-platforms read as Cequence Unified API Protection (1), Check Point in endpoint-protection read as Check Point Harmony Endpoint (1), Check Point (Avanan / Harmony Email & Collaboration) in email-security read as Check Point Harmony Email & Collaboration (1), Check Point (Harmony SASE / Perimeter 81) in zero-trust-network-access read as Check Point Harmony SASE (1), Check Point (Harmony SASE / Quantum SD-WAN) in sase-platforms read as Check Point Harmony SASE (1), Check Point (Quantum / Infinity) in next-generation-firewalls read as Check Point Quantum (1), Check Point (Quantum / Quantum Force) in next-generation-firewalls read as Check Point Quantum (1), Check Point (Quantum SASE) in sase-platforms read as Check Point Harmony SASE (1), Check Point Harmony Email (Avanan) in email-security read as Check Point Harmony Email & Collaboration (1), Check Point Software Technologies in next-generation-firewalls read as Check Point Quantum (1), Check Point WAF in web-application-firewalls read as Check Point CloudGuard WAF (1), Check Point WAF (CloudGuard WAF) in api-security-platforms read as Check Point CloudGuard WAF (1), Checkmarx (Checkmarx One) in application-security-posture-management read as Checkmarx One (1), Cisco (Firepower / Secure Firewall) in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco (Firepower, Umbrella) in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco (Secure Firewall / Firepower) in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco ASA 5500-X units—especially ASA 5508-X and 5516-X in next-generation-firewalls read as Cisco ASA (1), Cisco ASA Series in next-generation-firewalls read as Cisco ASA (1), Cisco AppDynamics in application-performance-monitoring read as AppDynamics (1), Cisco Firepower in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco Firepower 1000 Series in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco Meraki (Meraki SD-WAN) in sd-wan read as Cisco Meraki SD-WAN (1), Cisco Meraki MX Series in next-generation-firewalls read as Cisco Meraki MX (1), Cisco Meraki MX Series in sd-wan read as Cisco Meraki SD-WAN (1), Cisco Secure Network Analytics, formerly Stealthwatch in network-detection-and-response read as Cisco Secure Network Analytics (1), Cisco's current Catalyst SD-WAN options in sd-wan read as Cisco Catalyst SD-WAN (1), Citrix in unified-endpoint-management read as Citrix Endpoint Management (1), Citrix (Cloud Software Group) in virtual-desktops read as Citrix DaaS (1), Citrix NetScaler (ADC) in load-balancers read as Citrix ADC (1), Citrix Netscaler in load-balancers read as Citrix ADC (1), Citrix Virtual Apps and Desktops in remote-support-and-remote-access read as Citrix DaaS (1), Citrix Virtual Apps and Desktops (Citrix DaaS) in virtual-desktops read as Citrix DaaS (1), Citrix Virtual Apps and Desktops (DaaS) in virtual-desktops read as Citrix DaaS (1), Citrix Virtual Apps and Desktops (formerly XenDesktop) in virtual-desktops read as Citrix DaaS (1), Citrix Virtual Apps and Desktops (including Citrix DaaS) in virtual-desktops read as Citrix DaaS (1), Citrix Virtual Apps and Desktops / Citrix DaaS in virtual-desktops read as Citrix DaaS (1), Citrix XenServer / Citrix Hypervisor in server-virtualization-platforms read as Citrix Hypervisor (1), Claroty (xDome / CTD) in ot-and-iot-security read as Claroty xDome (1), Claroty (xDome) in ot-and-iot-security read as Claroty xDome (1), Cleo (Cleo Integration Cloud - CIC) in edi-platforms read as Cleo Integration Cloud (1), Cleo (Harmony, VLTrader, LexiCom) in managed-file-transfer read as Cleo Integration Cloud (1), CloudSEK (XVigil) in digital-risk-protection read as CloudSEK XVigil (1), CloudWatch in log-management read as Amazon CloudWatch Logs (1), Cloudflare in application-shielding read as Cloudflare Application Security (1), Cloudflare in email-security read as Cloudflare Email Security (1), Cloudflare (Application Security & Performance / API Shield) in api-security-platforms read as Cloudflare API Shield (1), Cloudflare (Business/Enterprise) in managed-dns read as Cloudflare DNS (1), Cloudflare (Cloudflare One) in sase-platforms read as Cloudflare One (1), Cloudflare (Enterprise WAF) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare (Free Plan) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare (WAF + Bot Management) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare (Zero Trust Platform) in zero-trust-network-access read as Cloudflare One (1), Cloudflare Business in web-application-firewalls read as Cloudflare WAF (1), Cloudflare Free in bot-management read as Cloudflare Bot Management (1), Cloudflare Free in web-application-firewalls read as Cloudflare WAF (1), Cloudflare Gateway in proxy-networks read as Cloudflare One (1), Cloudflare One / Cloudflare Access in zero-trust-network-access read as Cloudflare One (1), Cloudflare One/Access in zero-trust-network-access read as Cloudflare One (1), Cloudflare Pro in bot-management read as Cloudflare Bot Management (1), Cloudflare Pro in web-application-firewalls read as Cloudflare WAF (1), Cloudflare WAF / WAAP in web-application-firewalls read as Cloudflare WAF (1), Cloudflare's WAF in web-application-firewalls read as Cloudflare WAF (1), Cofense (formerly PhishMe) in security-awareness-training read as Cofense PhishMe (1), Conifers AI (CognitiveSOC) in ai-soc-agents read as Conifers CognitiveSOC (1), Conifers.ai (CognitiveSOC) in ai-soc-agents read as Conifers CognitiveSOC (1), Conifers.ai CognitiveSOC in ai-soc-agents read as Conifers CognitiveSOC (1), ConnectWise (Automate/RMM) in remote-monitoring-and-management read as ConnectWise RMM (1), ConnectWise (Automate/RMM/ScreenConnect) in remote-monitoring-and-management read as ConnectWise RMM (1), ConnectWise (N-able) in remote-monitoring-and-management read as ConnectWise RMM (1), ConnectWise (ScreenConnect) in remote-monitoring-and-management read as ConnectWise RMM (1), ConnectWise Automate / ConnectWise RMM in remote-monitoring-and-management read as ConnectWise RMM (1), ConnectWise RMM / Automate in remote-monitoring-and-management read as ConnectWise RMM (1), Copilot in ai-coding-assistants read as GitHub Copilot (1), Copilot Studio in ai-it-support-agents read as Microsoft Copilot Studio (1), Cortex XSIAM in siem-platforms read as Palo Alto Networks Cortex XSIAM (1), Cribl (Stream + Edge) in telemetry-pipelines read as Cribl Stream (1), CrowdStrike (Falcon XDR) in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), CrowdStrike Falcon in cloud-native-application-protection read as CrowdStrike Falcon Cloud Security (1), CrowdStrike Falcon in cloud-security-posture-management read as CrowdStrike Falcon Cloud Security (1), CrowdStrike Falcon Complete in endpoint-detection-and-response read as CrowdStrike Falcon Insight (1), CrowdStrike Falcon Insight XDR in endpoint-detection-and-response read as CrowdStrike Falcon Insight (1), CrowdStrike Falcon Pro in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), CrowdStrike Identity Protection in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (1), Crowdstrike Falcon in endpoint-detection-and-response read as CrowdStrike Falcon Insight (1), CyberArk (Privilege Cloud) in privileged-access-management read as CyberArk Privileged Access Manager (1), CyberArk (Venafi) in certificate-lifecycle-management read as CyberArk Certificate Manager (1), CyberArk (now Idira by Palo Alto Networks) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (via Venafi acquisition) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (with Venafi) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberSaint (CyberStrong Platform) in cyber-risk-quantification read as CyberSaint CyberStrong (1), CyberSaint (CyberStrong platform) in cyber-risk-quantification read as CyberSaint CyberStrong (1), Cyberark in privileged-access-management read as CyberArk Privileged Access Manager (1), Cybereason in extended-detection-and-response read as Cybereason Defense Platform (1), Cyble (Cyble Vision) in threat-intelligence-platforms read as Cyble Vision (1), Cynet in extended-detection-and-response read as Cynet 360 AutoXDR (1), Cynet 360 in extended-detection-and-response read as Cynet 360 AutoXDR (1), Cyware (CTIX) in threat-intelligence-platforms read as Cyware Intel Exchange (1), D3 Security (Smart SOAR) in soar-platforms read as D3 Security Smart SOAR (1), DOIT in cloud-cost-management read as DoiT Cloud Intelligence (1), DTEX Platform in insider-risk-management read as DTEX InTERCEPT (1), Databricks in workflow-orchestration read as Databricks Lakeflow Jobs (1), Databricks (Databricks SQL) in data-warehouses read as Databricks SQL (1), Databricks Community Edition in ml-platforms read as Databricks Mosaic AI (1), Databricks Data Intelligence Platform in etl-and-elt read as Databricks Lakeflow (1), Databricks Machine Learning in ml-platforms read as Databricks Mosaic AI (1), Databricks SQL / Lakehouse in data-warehouses read as Databricks SQL (1), Datadog (DEM) in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (1), Datadog (Error Tracking) in error-and-crash-monitoring read as Datadog Error Tracking (1), Datadog Cloud Security in cloud-security-posture-management read as Datadog Cloud Security Management (1), Datto in patch-management read as Datto RMM (1), Datto (via MSP) in backup-and-disaster-recovery read as Datto SIRIS (1), Delinea in secrets-management read as Delinea Secret Server (1), Delinea (Secret Server & Platform) in privileged-access-management read as Delinea Secret Server (1), Delinea (Secret Server + Privilege Manager) in privileged-access-management read as Delinea Secret Server (1), Delinea (Secret Server Cloud) in privileged-access-management read as Delinea Secret Server (1), Delinea (Secret Server) in privileged-access-management read as Delinea Secret Server (1), Delinea (Thycotic) in secrets-management read as Delinea Secret Server (1), Delinea (formerly Thycotic / Centrify) in privileged-access-management read as Delinea Secret Server (1), Delinea (formerly Thycotic/Centrify) in secrets-management read as Delinea Secret Server (1), Delinea (including StrongDM) in privileged-access-management read as Delinea Secret Server (1), Delinea PAM in privileged-access-management read as Delinea Secret Server (1), Delinea Platform in privileged-access-management read as Delinea Secret Server (1), Dell Boomi (Data Hub) in master-data-management read as Boomi Data Hub (1), Digital.ai (ex-Arxan) in application-shielding read as Digital.ai Application Protection (1), Digital.ai (formerly Arxan) in application-shielding read as Digital.ai Application Protection (1), DigitalOcean in object-storage read as DigitalOcean Spaces (1), DigitalOcean (DOKS) in managed-kubernetes-platforms read as DigitalOcean Kubernetes (1), DigitalOcean Kubernetes – DOKS in managed-kubernetes-platforms read as DigitalOcean Kubernetes (1), DigitalOcean Load Balancer in load-balancers read as DigitalOcean Load Balancers (1), DigitalOcean's DOKS (DigitalOcean Kubernetes) in managed-kubernetes-platforms read as DigitalOcean Kubernetes (1), Diligent (One Platform) in grc-platforms read as Diligent One (1), DoveRunner (Mobile App Shielding) in application-shielding read as DoveRunner AppSealing (1), Doverunner in application-shielding read as DoveRunner AppSealing (1), ELK in observability-platforms read as Elastic Stack (1), ELK in telemetry-pipelines read as ELK Stack (1), ELK (Elasticsearch, Logstash, Kibana) in observability-platforms read as Elastic Stack (1), ELK Stack in error-and-crash-monitoring read as Elastic Stack (1), ELK Stack (Elastic) in log-management read as Elastic Stack (1), ELK Stack (Elasticsearch + Kibana + Logstash/Filebeat) in log-management read as Elastic Stack (1), ELK Stack (Elasticsearch + Logstash + Kibana) in log-management read as Elastic Stack (1), ELK Stack (Elasticsearch, Logstash, and Kibana) in log-management read as Elastic Stack (1), ELK Stack (Elasticsearch/Logstash/Kibana) in log-management read as Elastic Stack (1), ESET in endpoint-detection-and-response read as ESET PROTECT (1), ESET in extended-detection-and-response read as ESET PROTECT (1), ESET in security-awareness-training read as ESET Cybersecurity Awareness Training (1), ESET PROTECT Enterprise in endpoint-detection-and-response read as ESET PROTECT (1), EfficientIP (A10 Networks) in ddi-and-ipam read as EfficientIP SOLIDserver (1), EfficientIP SOLIDserver DDI in ddi-and-ipam read as EfficientIP SOLIDserver (1), EfficientIP – SOLIDserver DDI in ddi-and-ipam read as EfficientIP SOLIDserver (1), Elastic in aiops-platforms read as Elastic Observability (1), Elastic in endpoint-detection-and-response read as Elastic Security (1), Elastic in infrastructure-monitoring read as Elastic Observability (1), Elastic (ELK Stack) in observability-platforms read as Elastic Observability (1), Elastic (ELK) in log-management read as Elastic Stack (1), Elastic (Elastic Observability) in observability-platforms read as Elastic Observability (1), Elastic (Elasticsearch / Elastic Observability) in log-management read as Elastic Stack (1), Elastic (SSPL/ELv2) in log-management read as Elastic Stack (1), Elastic Cloud in application-performance-monitoring read as Elastic APM (1), Elastic Cloud in infrastructure-monitoring read as Elastic Observability (1), Elastic Cloud in telemetry-pipelines read as Elastic Observability (1), Elastic Cloud (ELK) in log-management read as Elastic Stack (1), Elastic Stack in telemetry-pipelines read as Elastic Observability (1), Elasticsearch in log-management read as Elastic Stack (1), Elasticsearch (ELK Stack) in log-management read as Elastic Stack (1), Elasticsearch (Self-Hosted) in log-management read as Elastic Stack (1), Everbridge (BC in the Cloud) in business-continuity-management read as Everbridge 360 (1), Exabeat in extended-detection-and-response read as Exabeam Fusion (1), F5 (BIG-IP & NGINX) in web-application-firewalls read as F5 BIG-IP Advanced WAF (1), F5 (NGINX App Protect, Advanced WAF) in web-application-firewalls read as F5 BIG-IP Advanced WAF (1), F5 (Shape/ Distributed Cloud Bot Defense) in bot-management read as F5 Distributed Cloud Bot Defense (1), F5 Shape in bot-management read as F5 Distributed Cloud Bot Defense (1), Fastly (Signal Sciences) in web-application-firewalls read as Fastly Next-Gen WAF (1), Fastly WAF in web-application-firewalls read as Fastly Next-Gen WAF (1), Fidelis Security in deception-technology read as Fidelis Deception (1), Flexera in cloud-cost-management read as Flexera One (1), Flexera (Cloudyn) in cloud-cost-management read as Flexera One (1), Flexera (One) in cloud-cost-management read as Flexera One (1), Flexera (or Snow Atlas) in it-asset-management read as Flexera One IT Asset Management (1), Flexera One Finops in cloud-cost-management read as Flexera One (1), Forcepoint in sase-platforms read as Forcepoint ONE (1), FortiCNAPP in cloud-security-posture-management read as Lacework FortiCNAPP (1), Fortinet in cloud-native-application-protection read as FortiCNAPP (1), Fortinet (FortiClient/FortiSASE) in zero-trust-network-access read as Fortinet Universal ZTNA (1), Fortinet (FortiGate Rugged + FortiGuard OT) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (FortiGate SD-WAN) in sd-wan read as Fortinet Secure SD-WAN (1), Fortinet (FortiGate Secure SD-WAN / Unified SASE) in sd-wan read as Fortinet Secure SD-WAN (1), Fortinet (FortiGate Secure SD-WAN) in sd-wan read as Fortinet Secure SD-WAN (1), Fortinet (FortiGate) in sase-platforms read as Fortinet FortiSASE (1), Fortinet (FortiNAC) in zero-trust-network-access read as Fortinet Universal ZTNA (1), Fortinet (FortiOS OT Security Fabric) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (FortiOT) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (FortiSASE) in zero-trust-network-access read as Fortinet Universal ZTNA (1), Fortinet (Fortinet Unified SASE) in sase-platforms read as Fortinet FortiSASE (1), Fortinet FortiClient ZTNA in zero-trust-network-access read as Fortinet Universal ZTNA (1), Fortinet FortiGate series in next-generation-firewalls read as Fortinet FortiGate (1), Fortinet Secure SD‑WAN in sd-wan read as Fortinet Secure SD-WAN (1), Fortra in data-loss-prevention read as Fortra DLP (1), Fortra in digital-risk-protection read as Fortra Brand Protection (1), Fortra (Digital Guardian + Core) in data-loss-prevention read as Fortra DLP (1), Fortra (formerly PhishLabs) in digital-risk-protection read as Fortra Brand Protection (1), Fortra's GoAnywhere MFT in managed-file-transfer read as Fortra GoAnywhere MFT (1), GCP Cloud LB in load-balancers read as GCP Cloud Load Balancing (1), GCP Load Balancer in load-balancers read as GCP Cloud Load Balancing (1), GitHub Advanced Security / CodeQL in static-application-security-testing read as GitHub Advanced Security (1), GitHub Code Security / CodeQL in static-application-security-testing read as GitHub Advanced Security (1), GitHub Container Registry (`ghcr.io`) in artifact-and-container-registries read as GitHub Packages (1), GitHub Container Registry, ghcr.io in artifact-and-container-registries read as GitHub Packages (1), GitHub Packages / GitHub Container Registry in artifact-and-container-registries read as GitHub Packages (1), GitLab in static-application-security-testing read as GitLab SAST (1), GitLab Community Edition (CE) in ci-cd-platforms read as GitLab CI/CD (1), GitLab Premium in ci-cd-platforms read as GitLab CI/CD (1), GitLab Self-Managed in source-control-hosting read as GitLab (1), GitLab Ultimate in software-composition-analysis read as GitLab Dependency Scanning (1), Globalscape (Fortra EFT) in managed-file-transfer read as Globalscape EFT (1), Globalscape (HelpSystems) in managed-file-transfer read as Globalscape EFT (1), Globalscape (now HelpSystems/ Fortra EFT) in managed-file-transfer read as Globalscape EFT (1), Gloo (Solo.io) in api-gateways read as Gloo Gateway (1), Google in object-storage read as Google Cloud Storage (1), Google in siem-platforms read as Google Security Operations (1), Google Chronicle in siem-platforms read as Google Security Operations (1), Google Chronicle (now Google SecOps) in siem-platforms read as Google Security Operations (1), Google Cloud Backup in backup-and-disaster-recovery read as Google Cloud Backup and DR Service (1), Google Cloud Document AI (DocAI) in intelligent-document-processing read as Google Document AI (1), Google Cloud Platform in ddos-protection read as Google Cloud Armor (1), Google Container Registry (GCR) / Artifact Registry in artifact-and-container-registries read as Google Artifact Registry (1), Google Data Catalog in data-catalogs-and-governance read as Google Cloud Data Catalog (1), Google Mandiant in threat-intelligence-platforms read as Google Threat Intelligence (1), Google Mandiant Threat Intelligence in threat-intelligence-platforms read as Google Threat Intelligence (1), Google SecOps (Siemplify) in soar-platforms read as Google Security Operations SOAR (1), Google Security in email-security read as Google Workspace (1), Google Threat Intelligence / Mandiant in threat-intelligence-platforms read as Google Threat Intelligence (1), Google Workspace in data-loss-prevention read as Google Workspace DLP (1), Google Workspace in workforce-identity-and-sso read as Google Cloud Identity (1), Google Workspace (Google Authenticator) in multi-factor-authentication read as Google Workspace 2-Step Verification (1), Google Workspace (Google Identity) in workforce-identity-and-sso read as Google Cloud Identity (1), Google Workspace Identity in workforce-identity-and-sso read as Google Cloud Identity (1), Grafana (with Tempo/Prometheus) in application-performance-monitoring read as Grafana Cloud (1), Grafana Cloud (Free Tier) in observability-platforms read as Grafana (1), Grafana Cloud (LGTM stack) in observability-platforms read as Grafana (1), Grafana LGTM in observability-platforms read as Grafana LGTM Stack (1), Grafana Stack (Grafana, Loki, Prometheus, Tempo) in observability-platforms read as Grafana (1), Group-IB DRP in digital-risk-protection read as Group-IB Digital Risk Protection (1), GuardSquare DexGuard in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard + iXGuard + ThreatCast) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare AppShielding / DexGuard / iXGuard in application-shielding read as Guardsquare DexGuard / iXGuard (1), HPE in sase-platforms read as HPE Aruba (1), HPE (Aruba) in sd-wan read as HPE Aruba EdgeConnect (1), HPE (Aruba/Silver Peak) in sd-wan read as HPE Aruba EdgeConnect (1), HPE Aruba (EdgeConnect SD-WAN, formerly Silver Peak) in sd-wan read as HPE Aruba EdgeConnect (1), HPE Aruba (EdgeConnect) in sd-wan read as HPE Aruba EdgeConnect (1), HUMAN (Human Defense Platform) in bot-management read as HUMAN Security (1), HUMAN (PerimeterX) in bot-management read as HUMAN Security (1), HUMAN (ex-PerimeterX) in client-side-protection read as HUMAN Security (1), HUMAN (formerly PerimeterX) in bot-management read as HUMAN Security (1), Harness Cost Management in cloud-cost-management read as Harness Cloud Cost Management (1), HashiCorp (VMware/IBM) in non-human-identity-management read as HashiCorp Vault (1), Horizon3 NodeZero in breach-and-attack-simulation read as Horizon3.ai NodeZero (1), Horizon3.ai in penetration-testing-as-a-service read as Horizon3.ai NodeZero (1), Horizon3.ai (NodeZero) in penetration-testing-as-a-service read as Horizon3.ai NodeZero (1), Huawei in next-generation-firewalls read as Huawei NGFW (1), HubSpot in it-financial-management read as HubSpot CRM (1), HubSpot Breeze in enterprise-ai-assistants read as HubSpot Breeze AI (1), Huntress in extended-detection-and-response read as Huntress Managed EDR (1), Huntress in siem-platforms read as Huntress Managed SIEM (1), Huntress (Managed SIEM) in siem-platforms read as Huntress Managed SIEM (1), Huntress Managed Security Awareness in security-awareness-training read as Huntress Managed Security Awareness Training (1), Hyperscience (Hypercell) in intelligent-document-processing read as Hyperscience Hypercell (1), IBM (QRadar) in siem-platforms read as IBM QRadar (1), IBM Aspera Managed File Transfer (MFT) in managed-file-transfer read as IBM Aspera (1), IBM Cloud in object-storage read as IBM Cloud Object Storage (1), IBM Cloudability, formerly Apptio Cloudability in cloud-cost-management read as IBM Apptio Cloudability (1), IBM Kubernetes Service in managed-kubernetes-platforms read as IBM Cloud Kubernetes Service (1), IBM NS1 in managed-dns read as IBM NS1 Connect (1), IBM RPA in robotic-process-automation read as IBM Robotic Process Automation (1), IBM Security Guardium in data-security-posture-management read as IBM Guardium (1), IBM Sterling MFT in managed-file-transfer read as IBM Sterling Secure File Transfer (1), IBM Sterling MFT (powered by Aspera) in managed-file-transfer read as IBM Sterling Secure File Transfer (1), IBM Sterling Secure File Transfer / Sterling File Gateway in managed-file-transfer read as IBM Sterling Secure File Transfer (1), IBM X‑Force in threat-intelligence-platforms read as IBM X-Force Exchange (1), Illumio (Illumio Core) in microsegmentation read as Illumio Segmentation (1), Imperva (Cloud WAF) in web-application-firewalls read as Imperva Cloud WAF (1), Imperva (Incapsula) in ddos-protection read as Imperva DDoS Protection (1), Imperva (WAF + Bot Defense) in web-application-firewalls read as Imperva Cloud WAF (1), Imperva (formerly Incapsula) in client-side-protection read as Imperva Client-Side Protection (1), Imperva (formerly Incapsula) in web-application-firewalls read as Imperva Cloud WAF (1), Imperva (now Thales) in web-application-firewalls read as Imperva Cloud WAF (1), Imperva (now part of Thales) in web-application-firewalls read as Imperva Cloud WAF (1), Imperva (part of Thales) in web-application-firewalls read as Imperva Cloud WAF (1), InMotion in cloud-hosting read as InMotion Hosting (1), Indusface in bot-management read as Indusface AppTrana (1), Infinidat (F2000/F4000 series) in enterprise-storage-systems read as Infinidat InfiniBox (1), Infinidat InfiniBox SSA G4 in enterprise-storage-systems read as Infinidat InfiniBox (1), Infoblox BloxOne in ddi-and-ipam read as Infoblox Universal DDI (1), Infoblox NIOS DDI in ddi-and-ipam read as Infoblox NIOS (1), Informatica (CDGC / IDMC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (Data Integration with Virtualization) in data-virtualization read as Informatica Intelligent Data Management Cloud (1), Informatica (EDC/IDMC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (IDMC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (Intelligent Data Management Cloud - IDMC) in master-data-management read as Informatica MDM (1), Informatica (PowerCenter & Cloud Enterprise) in etl-and-elt read as Informatica Intelligent Data Management Cloud (1), Informatica (e.g., CLAIRE-powered data integration) in data-virtualization read as Informatica Intelligent Data Management Cloud (1), Informatica Intelligent Data Management Cloud (IDMC) in master-data-management read as Informatica MDM (1), Informatica Intelligent MDM in master-data-management read as Informatica MDM (1), Informatica MDM / 360 Applications in master-data-management read as Informatica MDM (1), Informatica Multidomain MDM / Customer 360 in master-data-management read as Informatica MDM (1), Informatica PowerCenter / IDMC in etl-and-elt read as Informatica Intelligent Data Management Cloud (1), Informatica/Salesforce in master-data-management read as Informatica MDM (1), Informatica’s MDM suite in master-data-management read as Informatica MDM (1), Instaclustr in streaming-platforms read as Instaclustr for Apache Kafka (1), Intercom (Fin AI Agent) in ai-it-support-agents read as Intercom Fin (1), Intercom (with Fin AI Agent) in ai-it-support-agents read as Intercom Fin (1), Intezer Autonomous SOC in ai-soc-agents read as Intezer AI SOC (1), Intezer Forensic AI SOC in ai-soc-agents read as Intezer AI SOC (1), Invicti (ASPM) in application-security-posture-management read as Invicti ASPM (1), Island (The Enterprise Browser) in enterprise-browsers read as Island Enterprise Browser (1), Ivanti (Endpoint Manager / EPMM) in unified-endpoint-management read as Ivanti Neurons for UEM (1), Ivanti (Patch for Endpoint Manager) in patch-management read as Ivanti Neurons for Patch Management (1), Ivanti Neurons (formerly Ivanti UE) in unified-endpoint-management read as Ivanti Neurons for UEM (1), Ivanti Neurons (formerly Landesk) in patch-management read as Ivanti Neurons for Patch Management (1), Ivanti Neurons for Patches in patch-management read as Ivanti Neurons for Patch Management (1), JFrog in artifact-and-container-registries read as JFrog Artifactory (1), JSCAPE in managed-file-transfer read as JSCAPE MFT Server (1), JSCAPE (by Redwood) in managed-file-transfer read as JSCAPE MFT Server (1), JSCAPE MFT by Redwood in managed-file-transfer read as JSCAPE MFT Server (1), Jitterbit (Self-Managed Options) in edi-platforms read as Jitterbit EDI (1), Jscrambler (Webpage Integrity) in client-side-protection read as Jscrambler Webpage Integrity (1), Juniper (Apstra) in data-center-networking read as Juniper Networks (1), Juniper (Contrail) in sd-wan read as Juniper Session Smart Routing (SSR) / Mist SD-WAN (1), Juniper (QFX/EX) in data-center-networking read as Juniper Networks (1), Juniper (SRX Series) in next-generation-firewalls read as Juniper SRX Series (1), Juniper (Viptela) in sd-wan read as Juniper Session Smart Routing (SSR) / Mist SD-WAN (1), Juniper (e.g., QFX, Apstra) in data-center-networking read as Juniper Networks (1), Juniper Mist in network-access-control read as Juniper Mist Access Assurance (1), Juniper SD-WAN in sd-wan read as Juniper Session Smart Routing (SSR) / Mist SD-WAN (1), Juniper SD-WAN (Mist-based offerings) in sd-wan read as Juniper Session Smart Routing (SSR) / Mist SD-WAN (1), Kaseya (VSA/Datto RMM) in remote-monitoring-and-management read as Kaseya VSA (1), Kickidler in data-loss-prevention read as Kickidler DLP (1), Kiteworks (formerly Accellion) in managed-file-transfer read as Kiteworks MFT (1), Kong (Enterprise) in api-management read as Kong Gateway (1), Kong (Enterprise/Kong Konnect) in api-management read as Kong Gateway (1), Kong (Gateway OSS or Konnect) in api-gateways read as Kong Gateway (1), Kong (Open Source Edition) in api-management read as Kong Gateway (1), Kong (Open-Source) in api-gateways read as Kong Gateway (1), Kong (with Kong Konnect) in api-gateways read as Kong Gateway (1), Kong AI in llm-gateways-and-observability read as Kong AI Gateway (1), Kong API Gateway (Community Edition) in api-gateways read as Kong Gateway (1), Kong API Gateway (Community/Open-Source Version) in api-gateways read as Kong Gateway (1), Kong Enterprise (Kong Konnect) in api-management read as Kong Gateway (1), Lacework (now FortiCNAPP by Fortinet) in cloud-native-application-protection read as FortiCNAPP (1), Lacework (now FortiCNAPP) in cloud-native-application-protection read as FortiCNAPP (1), Lacework (now FortiCNAPP) in cloud-security-posture-management read as Lacework FortiCNAPP (1), Lacework (now Fortinet FortiCNAPP) in cloud-security-posture-management read as Lacework FortiCNAPP (1), Lacework (now part of Fortinet) in cloud-native-application-protection read as FortiCNAPP (1), Lacework/FortiCNAPP in cloud-native-application-protection read as FortiCNAPP (1), Lakera (Lakera Guard / Check Point AI Guardrails) in ai-security-platforms read as Lakera Guard (1), Lakera (acquired by Check Point, ~$300M) in ai-security-platforms read as Lakera Guard (1), LastPass in multi-factor-authentication read as LastPass MFA (1), Linode in object-storage read as Linode Object Storage (1), Linode (Akamai) in managed-kubernetes-platforms read as Linode Kubernetes Engine (1), Linode (now Akamai Connected Cloud) in cloud-hosting read as Akamai Connected Cloud (1), Linode (now Akamai) in managed-kubernetes-platforms read as Linode Kubernetes Engine (1), Linode/Akamai in cloud-hosting read as Akamai Connected Cloud (1), Loadbalancer.org Free in load-balancers read as Loadbalancer.org Enterprise ADC (1), MSP360 (formerly CloudBerry) in backup-and-disaster-recovery read as MSP360 Managed Backup (1), Malwarebytes ThreatDown in endpoint-detection-and-response read as ThreatDown EDR (1), ManageEngine (AssetCenter) in it-asset-management read as ManageEngine AssetExplorer (1), ManageEngine (OpManager + Network Configuration Manager) in network-monitoring-and-management read as ManageEngine OpManager (1), ManageEngine (PAM360) in privileged-access-management read as ManageEngine PAM360 (1), ManageEngine (PAM360, Password Manager Pro, Access Manager Plus) in privileged-access-management read as ManageEngine PAM360 (1), ManageEngine (Patch Manager Plus / OpManager) in patch-management read as ManageEngine Patch Manager Plus (1), ManageEngine (Vulnerability Manager Plus) in vulnerability-management-platforms read as ManageEngine Vulnerability Manager Plus (1), ManageEngine (Zoho) in privileged-access-management read as ManageEngine PAM360 (1), Manageengine in vulnerability-management-platforms read as ManageEngine Vulnerability Manager Plus (1), Mandiant (FireEye) in threat-intelligence-platforms read as Mandiant Threat Intelligence (1), Mandiant Advantage in threat-intelligence-platforms read as Mandiant Threat Intelligence (1), Material in email-security read as Material Security (1), McAfee (Trellix) in data-loss-prevention read as McAfee DLP (1), Mend (WhiteSource) in software-composition-analysis read as Mend.io (1), Mend (formerly Checkmarx One) in software-composition-analysis read as Mend.io (1), Mend (formerly Snyk, now Mend.io) in software-composition-analysis read as Mend.io (1), Meraki in sd-wan read as Cisco Meraki SD-WAN (1), Mezmo (formerly LogDNA) in telemetry-pipelines read as Mezmo Telemetry Pipeline (1), Microsoft in attack-surface-management read as Microsoft Defender External Attack Surface Management (1), Microsoft in container-and-kubernetes-security read as Microsoft Defender for Containers (1), Microsoft in siem-platforms read as Microsoft Sentinel (1), Microsoft (Entra + Defender XDR) in identity-threat-detection-and-response read as Microsoft Entra ID (1), Microsoft (Entra ID Protection + Defender) in identity-threat-detection-and-response read as Microsoft Entra ID (1), Microsoft (Sentinel on Stack) in ot-and-iot-security read as Microsoft Defender for IoT (1), Microsoft Attack Simulation Training in security-awareness-training read as Microsoft Defender for Office 365 Attack Simulation Training (1), Microsoft Azure in data-masking-and-test-data read as Microsoft SQL Server (1), Microsoft Defender in client-side-protection read as Microsoft Defender for Endpoint (1), Microsoft Defender in email-security read as Microsoft Defender for Office 365 (1), Microsoft Defender (Windows Security) in client-side-protection read as Microsoft Defender for Endpoint (1), Microsoft Defender for Business / Endpoint in endpoint-detection-and-response read as Microsoft Defender for Endpoint (1), Microsoft Defender for Business/Endpoint in endpoint-detection-and-response read as Microsoft Defender for Endpoint (1), Microsoft Defender for Endpoint P2 in endpoint-detection-and-response read as Microsoft Defender for Endpoint (1), Microsoft Defender for Office 365 Plan 2 in email-security read as Microsoft Defender for Office 365 (1), Microsoft Defender for Threat Intelligence in threat-intelligence-platforms read as Microsoft Defender Threat Intelligence (1), Microsoft Endpoint Analytics in digital-employee-experience read as Microsoft Intune Endpoint Analytics (1), Microsoft Entra in multi-factor-authentication read as Microsoft Entra ID (1), Microsoft Entra (Azure AD) in multi-factor-authentication read as Microsoft Entra ID (1), Microsoft Entra ID (formerly Azure AD) Conditional Access in network-access-control read as Microsoft Entra ID (1), Microsoft Intune + Windows Autopatch in patch-management read as Microsoft Intune (1), Microsoft Intune / Autopatch in patch-management read as Microsoft Intune (1), Microsoft Intune / Windows Autopatch in patch-management read as Microsoft Intune (1), Microsoft MDS in master-data-management read as Microsoft Master Data Services (1), Microsoft Power BI (Embedded) in embedded-analytics read as Microsoft Power BI Embedded (1), Microsoft Purview (Data Loss Prevention) in data-loss-prevention read as Microsoft Purview DLP (1), Microsoft Purview (formerly Microsoft Compliance) in data-loss-prevention read as Microsoft Purview DLP (1), Microsoft Purview DLP in ai-security-platforms read as Microsoft Purview (1), Microsoft Purview DLP in data-security-posture-management read as Microsoft Purview (1), Microsoft Purview Information Protection in data-security-posture-management read as Microsoft Purview (1), Microsoft Teams Phone System in business-phone-systems read as Microsoft Teams Phone (1), MinIO (Open Source) in object-storage read as MinIO AIStor (1), MinIO (Self-hosted) in object-storage read as MinIO AIStor (1), MongoDB in vector-databases read as MongoDB Atlas Vector Search (1), MongoDB Atlas in vector-databases read as MongoDB Atlas Vector Search (1), Motadata in log-management read as Motadata ObserveOps (1), Motadata in website-and-synthetic-monitoring read as Motadata ObserveOps (1), MuleSoft (AnyPoint Platform) in api-gateways read as MuleSoft Anypoint Platform (1), MuleSoft (Anypoint Platform) in api-gateways read as MuleSoft Anypoint Platform (1), MuleSoft (Salesforce) in api-management read as MuleSoft Anypoint Platform (1), MuleSoft (Salesforce) in edi-platforms read as MuleSoft Anypoint Platform (1), MuleSoft (by Salesforce) in api-management read as MuleSoft Anypoint Platform (1), MuleSoft Anypoint API Manager in api-gateways read as MuleSoft Anypoint Platform (1), N-able in unified-endpoint-management read as N-able N-central (1), NETSCOUT in ddos-protection read as NETSCOUT Arbor (1), NVIDIA (Spectrum) in data-center-networking read as NVIDIA Spectrum-X (1), Nakivo in backup-and-disaster-recovery read as NAKIVO Backup & Replication (1), Nerdio (AVD-focused) in virtual-desktops read as Nerdio Manager (1), NetApp (AFF series, FAS series) in enterprise-storage-systems read as NetApp AFF (1), NetApp (AFF/ASA Series running ONTAP) in enterprise-storage-systems read as NetApp AFF (1), NetApp (AFF/FAS) in enterprise-storage-systems read as NetApp AFF (1), NetApp (AFF/ONTAP) in enterprise-storage-systems read as NetApp AFF (1), NetScout in ddos-protection read as NETSCOUT Arbor (1), Netscout in ddos-protection read as NETSCOUT Arbor (1), Netskope (Netskope One SASE) in sase-platforms read as Netskope One (1), Netskope (Netskope Private Access) in zero-trust-network-access read as Netskope Private Access (1), Netskope ZTNA in zero-trust-network-access read as Netskope Private Access (1), Netwrix in data-loss-prevention read as Netwrix Endpoint Protector (1), Netwrix in privileged-access-management read as Netwrix Privilege Secure (1), New Relic One in error-and-crash-monitoring read as New Relic Errors Inbox (1), Nightfall in data-security-posture-management read as Nightfall AI (1), NinjaOne (formerly NinjaRMM) in patch-management read as NinjaOne Autonomous Patch Management (1), NinjaOne Patch Management in patch-management read as NinjaOne Autonomous Patch Management (1), Nlyte (Schneider Electric) in data-center-infrastructure-management read as Nlyte DCIM (1), Nlyte Software (by Carrier) in data-center-infrastructure-management read as Nlyte DCIM (1), Nozomi Networks (Guardian + Vantage) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks (Guardian) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks (Vantage) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks (with Vantage) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks Platform in ot-and-iot-security read as Nozomi Networks Guardian (1), Nutanix (Standalone AHV) in server-virtualization-platforms read as Nutanix AHV (1), Nutanix Cloud Platform in server-virtualization-platforms read as Nutanix AHV (1), Nutanix Cloud Platform with AHV in server-virtualization-platforms read as Nutanix AHV (1), OVHcloud (Public Cloud Object Storage) in object-storage read as OVHcloud Object Storage (1), Okta in privileged-access-management read as Okta Privileged Access (1), Okta (Identity Security Platform) in identity-threat-detection-and-response read as Okta Identity Threat Protection (1), Okta (Workforce Identity Cloud) in workforce-identity-and-sso read as Okta Workforce Identity (1), Okta Adaptive MFA in zero-trust-network-access read as Okta Access Gateway (1), Okta Identity Cloud in multi-factor-authentication read as Okta Verify (1), Okta Platform in privileged-access-management read as Okta Privileged Access (1), Okta Workforce Identity in multi-factor-authentication read as Okta Verify (1), Okta Workforce Identity Cloud in multi-factor-authentication read as Okta Verify (1), Okta Workforce Identity Cloud (with Adaptive MFA) in multi-factor-authentication read as Okta Verify (1), Omnissa (VMware) Horizon in virtual-desktops read as Omnissa Horizon (1), Omnissa (formerly VMware Workspace ONE) in unified-endpoint-management read as Omnissa Workspace ONE (1), One Identity (Identity Manager) in identity-governance read as One Identity Manager (1), One Identity (Quest Software) in privileged-access-management read as One Identity Safeguard (1), One Identity (Quest) in identity-governance read as One Identity Manager (1), OneIdentity in identity-governance read as One Identity Manager (1), OneIdentity (Quest) in identity-governance read as One Identity Manager (1), OneLogin by One Identity in multi-factor-authentication read as OneLogin MFA (1), OneTrust (Third-Party Management module) in third-party-risk-management read as OneTrust Third-Party Risk Management (1), OpenText in siem-platforms read as OpenText ArcSight (1), OpenText (GXS / Business Network) in edi-platforms read as OpenText Trading Grid (1), OpenText WebInspect in dynamic-application-security-testing read as OpenText Fortify WebInspect (1), Oracle in api-management read as Oracle API Management (1), Oracle in identity-governance read as Oracle Identity Governance (1), Oracle (Identity Governance) in identity-governance read as Oracle Identity Governance (1), Oracle Autonomous AI Database in managed-relational-databases read as Oracle Autonomous Database (1), Oracle Cloud in object-storage read as Oracle Cloud Infrastructure Object Storage (1), Oracle Cloud (Always Free Tier) in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle Cloud (OCI) in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle Cloud Infrastructure in managed-kubernetes-platforms read as Oracle Container Engine for Kubernetes (1), Oracle Cloud Infrastructure (OCI) in managed-kubernetes-platforms read as Oracle Container Engine for Kubernetes (1), Oracle Cloud Infrastructure (OCI) Kubernetes Engine (OKE) in managed-kubernetes-platforms read as Oracle Container Engine for Kubernetes (1), Oracle Cloud Infrastructure (OKE) in managed-kubernetes-platforms read as Oracle Container Engine for Kubernetes (1), Oracle Cloud Infrastructure, OCI in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle Database Cloud Service in managed-relational-databases read as Oracle Base Database Service (1), Orbus in enterprise-architecture-tools read as Orbus iServer (1), Orbus (iServer/OrbusInfinity) in enterprise-architecture-tools read as Orbus iServer (1), Orca in vulnerability-management-platforms read as Orca Security (1), PRTG Network Monitor (Paessler) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), PRTG Network Monitor (by Paessler) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), Paessler PRTG in network-detection-and-response read as Paessler PRTG Network Monitor (1), Paessler PRTG (Free Version) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), PagerDuty AIOps / Signal Intelligence in aiops-platforms read as PagerDuty AIOps (1), Palo Alto in attack-surface-management read as Cortex Xpanse (1), Palo Alto in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto in managed-detection-and-response read as Unit 42 Managed Detection and Response (1), Palo Alto in microsegmentation read as Palo Alto Networks (1), Palo Alto (Prisma Cloud) in microsegmentation read as Palo Alto Networks (1), Palo Alto (Prisma SASE) in sase-platforms read as Palo Alto Networks Prisma SASE (1), Palo Alto (Prisma) in cloud-security-posture-management read as Prisma Cloud (1), Palo Alto Cortex in extended-detection-and-response read as Palo Alto Networks Cortex XDR (1), Palo Alto Cortex Cloud in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto DNS Security in dns-filtering read as Palo Alto Networks DNS Security (1), Palo Alto Enterprise DLP in data-loss-prevention read as Palo Alto Networks Enterprise DLP (1), Palo Alto Networks in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks in data-security-posture-management read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (1), Palo Alto Networks in managed-detection-and-response read as Unit 42 Managed Detection and Response (1), Palo Alto Networks (Cortex / broader platform) in identity-threat-detection-and-response read as Palo Alto Networks Cortex XSIAM (1), Palo Alto Networks (Cortex Cloud DSPM) in data-security-posture-management read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks (Cortex Cloud) in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks (Cortex XSOAR) in soar-platforms read as Cortex XSOAR (1), Palo Alto Networks (PA Series, Prisma) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PA-Series / Prisma) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PA-Series) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PA-Series/Strata) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (Prisma Access) in endpoint-protection read as Palo Alto Networks Cortex XDR (1), Palo Alto Networks (Prisma) in sase-platforms read as Palo Alto Networks Prisma SASE (1), Palo Alto Networks (via Dig Security) in data-security-posture-management read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks Cortex (XDR & XSIAM) in extended-detection-and-response read as Palo Alto Networks Cortex XDR (1), Palo Alto Networks Cortex XDR in managed-detection-and-response read as Palo Alto Networks Cortex XDR MDR (1), Palo Alto Networks Security NGFW in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Prisma in sd-wan read as Palo Alto Networks Prisma SD-WAN (1), Pentaho (Kettle/PDI) in etl-and-elt read as Pentaho Data Integration (1), Picus Security (Picus Validation Platform) in breach-and-attack-simulation read as Picus Security Validation Platform (1), PingIdentity in identity-governance read as Ping Identity Governance (1), Planview (including Apptio Targetprocess) in it-financial-management read as Planview Portfolios (1), PostgreSQL in vector-databases read as pgvector (1), PreEmptive (Dotfuscator, DashO, JSDefender) in application-shielding read as PreEmptive Dotfuscator (1), PreEmptive (Dotfuscator/Protection for .NET & Java) in application-shielding read as PreEmptive Dotfuscator (1), Prisma Browser in enterprise-browsers read as Prisma Access Browser (1), Prisma Browser (by Palo Alto Networks) in enterprise-browsers read as Prisma Access Browser (1), Proofpoint (DSPM) in data-security-posture-management read as Proofpoint DSPM (1), Proofpoint (PSAT) in security-awareness-training read as Proofpoint ZenGuide (1), Proofpoint (Trend Micro) in email-security read as Proofpoint Email Protection (1), Proofpoint (ZenGuide / Security Awareness Training) in security-awareness-training read as Proofpoint ZenGuide (1), Proofpoint (formerly Wombat) in security-awareness-training read as Proofpoint ZenGuide (1), Proofpoint Insider Threat in insider-risk-management read as Proofpoint Insider Threat Management (1), Proofpoint Insider Threat Management, formerly ObserveIT in insider-risk-management read as Proofpoint Insider Threat Management (1), Proofpoint Nuclei Discovery & Archive Suite in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (1), Proofpoint Nuclei Suite in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (1), Proton in business-password-managers read as Proton Pass (1), Prtg Network Monitor in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), Pure Storage (FlashArray) in enterprise-storage-systems read as Pure Storage FlashArray (1), Pure Storage (FlashArray//C or //X) in enterprise-storage-systems read as Pure Storage FlashArray (1), Pure Storage (FlashArray//X or //C) in enterprise-storage-systems read as Pure Storage FlashArray (1), Pure Storage (FlashArray//X) in enterprise-storage-systems read as Pure Storage FlashArray (1), Pure Storage (rebranded as Everpure) in enterprise-storage-systems read as Pure Storage FlashArray (1), Purview in data-security-posture-management read as Microsoft Purview (1), Qualys in dynamic-application-security-testing read as Qualys Web Application Scanning (1), Qualys (VMDR - Vulnerability Management, Detection & Response) in vulnerability-management-platforms read as Qualys VMDR (1), Qualys (VMDR - Vulnerability Management, Detection, and Response) in vulnerability-management-platforms read as Qualys VMDR (1), Qualys (VMDR / Enterprise TruRisk) in vulnerability-management-platforms read as Qualys VMDR (1), Qualys Web App Scanning in dynamic-application-security-testing read as Qualys Web Application Scanning (1), Radware DDoS Protection in ddos-protection read as Radware Cloud DDoS Protection (1), Rapid7 in extended-detection-and-response read as Rapid7 InsightIDR (1), Rapid7 (InsightDeception) in deception-technology read as Rapid7 InsightIDR (1), Rapid7 Incident Command in siem-platforms read as Rapid7 InsightIDR (1), Rapid7 Nexpose/InsightVM in vulnerability-management-platforms read as Rapid7 InsightVM (1), Recorded Future (Intel Graph) in threat-intelligence-platforms read as Recorded Future Intelligence Cloud (1), Recorded Future (Intelligence Cloud) in threat-intelligence-platforms read as Recorded Future Intelligence Cloud (1), Recorded Future (now Mastercard) in threat-intelligence-platforms read as Recorded Future Intelligence Cloud (1), Red Hat Advanced Cluster Security in container-and-kubernetes-security read as Red Hat Advanced Cluster Security for Kubernetes (1), ReliaQuest in extended-detection-and-response read as ReliaQuest GreyMatter (1), ReliaQuest in managed-detection-and-response read as ReliaQuest GreyMatter (1), Replit in ai-coding-assistants read as Replit AI (1), Rippling (IT Cloud) in it-asset-management read as Rippling IT (1), Riskonnect (includes Castellan) in business-continuity-management read as Riskonnect Business Continuity & Resilience (1), Riskonnect (via Castellan acquisition) in business-continuity-management read as Riskonnect Business Continuity & Resilience (1), SANS in security-awareness-training read as SANS Security Awareness (1), SAP in grc-platforms read as SAP GRC (1), SAP in robotic-process-automation read as SAP Build Process Automation (1), SOCRadar (by Outpost24) in digital-risk-protection read as SOCRadar Extended Threat Intelligence (1), Safe in cyber-risk-quantification read as SAFE One (1), SailPoint (IdentityIQ) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint (IdentityIQ/Identity Security Cloud) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint (IdentityNow/IdentityIQ) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint (Specifically IdentityIQ) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint’s Machine Identity Security in non-human-identity-management read as SailPoint Machine Identity Security (1), Saviynt (Enterprise Identity Cloud) in identity-governance read as Saviynt Enterprise Identity Cloud (1), Securden in business-password-managers read as Securden Password Vault (1), Securden (Password Vault for Enterprises) in privileged-access-management read as Securden Unified PAM (1), Securden (Unified PAM) in privileged-access-management read as Securden Unified PAM (1), SecureWorks in managed-detection-and-response read as Secureworks Taegis ManagedXDR (1), Semarchy (Semarchy Data Platform) in master-data-management read as Semarchy xDM (1), Semarchy (xDM) in master-data-management read as Semarchy xDM (1), SentinelOne in ai-soc-agents read as SentinelOne Singularity (1), SentinelOne in attack-surface-management read as SentinelOne ASM (1), SentinelOne in cloud-security-posture-management read as SentinelOne Singularity Cloud Security (1), SentinelOne in network-detection-and-response read as SentinelOne Singularity (1), SentinelOne (Attivo Networks) in deception-technology read as SentinelOne Singularity (1), SentinelOne (Attivo) in attack-surface-management read as SentinelOne ASM (1), SentinelOne (Purple AI / Athena) in ai-soc-agents read as SentinelOne Singularity (1), SentinelOne (Singularity) in endpoint-protection read as SentinelOne Singularity Endpoint (1), SentinelOne (Singularity) in extended-detection-and-response read as SentinelOne Singularity (1), SentinelOne (via Prompt Security) in ai-security-platforms read as SentinelOne Singularity (1), SentinelOne Identity in identity-threat-detection-and-response read as SentinelOne Singularity Identity (1), SentinelOne Singularity SIEM in siem-platforms read as SentinelOne Singularity AI SIEM (1), SentinelOne Vigilance / Wayfinder MDR in managed-detection-and-response read as SentinelOne Singularity MDR (1), Sentinelone in endpoint-detection-and-response read as SentinelOne Singularity (1), Sentinelone Singularity in endpoint-detection-and-response read as SentinelOne Singularity (1), ServiceNow in enterprise-architecture-tools read as ServiceNow Enterprise Architecture (1), ServiceNow in non-human-identity-management read as ServiceNow NHIM (1), ServiceNow (Application Portfolio Management) in enterprise-architecture-tools read as ServiceNow Enterprise Architecture (1), ServiceNow (GRC Pro) in grc-platforms read as ServiceNow Integrated Risk Management (1), ServiceNow (Hardware/Software Asset Management) in it-asset-management read as ServiceNow IT Asset Management (1), ServiceNow (IT Incident Module) in incident-management-and-on-call read as ServiceNow ITSM (1), ServiceNow (Incident & Crisis Management) in business-continuity-management read as ServiceNow Integrated Risk Management (1), ServiceNow (Now Assist + Moveworks) in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow (Now Assist + Virtual Agent + AI Agent Studio) in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow (Software Asset Management) in it-asset-management read as ServiceNow IT Asset Management (1), ServiceNow (with Moveworks integration) in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow AI Agents/Virtual Agent in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow Financial Management in it-financial-management read as ServiceNow IT Financial Management (1), ServiceNow IT Service Management in incident-management-and-on-call read as ServiceNow ITSM (1), ServiceNow ITFM (Financial Management) in it-financial-management read as ServiceNow IT Financial Management (1), ServiceNow ITFM (powered by Apptio) in it-financial-management read as ServiceNow IT Financial Management (1), ServiceNow Now Assist / AI Agents in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow SecOps in soar-platforms read as ServiceNow Security Operations (1), ServiceNow with Now Assist in ai-it-support-agents read as ServiceNow Now Assist (1), Slack in video-conferencing read as Slack Huddles (1), Slack (Huddles) in video-conferencing read as Slack Huddles (1), Smallstep (step‑ca) in certificate-lifecycle-management read as Smallstep Certificate Manager (1), Smarsh Archive in communications-archiving-and-compliance read as Smarsh Enterprise Archive (1), Smarsh Enterprise Platform in communications-archiving-and-compliance read as Smarsh Enterprise Archive (1), Snowflake (Cortex ML & Snowpark) in ml-platforms read as Snowflake Cortex AI (1), Snowflake Cortex in ml-platforms read as Snowflake Cortex AI (1), Snyk (Free tier) in software-composition-analysis read as Snyk Open Source (1), Snyk Free Tier in software-composition-analysis read as Snyk Open Source (1), SolarWinds in siem-platforms read as SolarWinds Security Event Manager (1), SolarWinds (Discovery/Service Desk) in it-asset-management read as SolarWinds Service Desk (1), SolarWinds (SW) in siem-platforms read as SolarWinds Security Event Manager (1), SolarWinds NPM (Network Performance Monitor) in network-monitoring-and-management read as SolarWinds Network Performance Monitor (1), SolarWinds Serv-U in managed-file-transfer read as SolarWinds Serv-U MFT (1), Sonatype in artifact-and-container-registries read as Sonatype Lifecycle (1), Sonatype (Lifecycle/Sonatype SBOM Manager) in software-composition-analysis read as Sonatype Lifecycle (1), Sophos in email-security read as Sophos Email (1), Sophos (Intercept X / Sophos MDR) in endpoint-protection read as Sophos Intercept X (1), Sophos (Intercept X) in endpoint-protection read as Sophos Intercept X (1), Sophos Endpoint / Intercept X in endpoint-protection read as Sophos Intercept X (1), Sophos Intercept X / Sophos EDR in endpoint-detection-and-response read as Sophos Intercept X (1), Sophos XGS (entry models) in next-generation-firewalls read as Sophos Firewall (1), Sophos XGS Series in next-generation-firewalls read as Sophos Firewall (1), Sophos XGS Series (XGS 87 or 107) in next-generation-firewalls read as Sophos Firewall (1), Splunk (Cisco Integration) in ai-soc-agents read as Splunk Enterprise Security (1), Splunk Cloud in telemetry-pipelines read as Splunk Observability Cloud (1), Splunk Observability Cloud APM in application-performance-monitoring read as Splunk Observability Cloud (1), Spot in cloud-cost-management read as Spot by NetApp (1), Spot by NetApp (Spot.io) in cloud-cost-management read as Spot by NetApp (1), Spot by NetApp (formerly Spot.io) in cloud-cost-management read as Spot by NetApp (1), Stellar Cyber in siem-platforms read as Stellar Cyber Next-Gen SIEM (1), Stellar Cyber (Open XDR) in network-detection-and-response read as Stellar Cyber Open XDR (1), Stibo Systems (STEP) in master-data-management read as Stibo Systems STEP (1), Stibo Systems MDM in master-data-management read as Stibo Systems STEP (1), Sublime in email-security read as Sublime Security (1), Sucuri (WAF + Malware Scanning) in web-application-firewalls read as Sucuri WAF (1), Sucuri Website Security in web-application-firewalls read as Sucuri WAF (1), Symantec (Broadcom) in data-loss-prevention read as Symantec Data Loss Prevention (1), Symantec Endpoint Protection in endpoint-detection-and-response read as Symantec Endpoint Security (1), Symantec/Broadcom in data-loss-prevention read as Symantec Data Loss Prevention (1), Synology in enterprise-storage-systems read as Synology NAS (1), TIBCO (TIBCO Data Virtualization) in data-virtualization read as TIBCO Data Virtualization (1), TeamViewer (1E) in digital-employee-experience read as TeamViewer DEX (1), Tenable (Nessus / Tenable Vulnerability Management / Tenable One) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Nessus / Vulnerability Management) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Nessus Pro / Tenable.io / Vulnerability Management) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Nessus/Tenable.io) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (One/io) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Tenable OT Exposure) in ot-and-iot-security read as Tenable OT Security (1), Tenable (Tenable One / Nessus) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Tenable.io / Nessus) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (e.g., Tenable ASM) in attack-surface-management read as Tenable Attack Surface Management (1), Tenable (including Tenable.sc and Tenable.io) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable One / Tenable ASM in attack-surface-management read as Tenable Attack Surface Management (1), Tenable.ot in ot-and-iot-security read as Tenable OT Security (1), Tenable.ot (formerly Armis) in ot-and-iot-security read as Tenable OT Security (1), Tenable.ot (formerly Indusoft) in ot-and-iot-security read as Tenable OT Security (1), Teramind in data-loss-prevention read as Teramind DLP (1), Tetrate in llm-gateways-and-observability read as Tetrate Agent Router Enterprise (1), Thales (SafeNet) in multi-factor-authentication read as Thales SafeNet Trusted Access (1), ThreatLocker in endpoint-protection read as ThreatLocker Zero Trust Platform (1), TitanHQ's WebTitan in dns-filtering read as TitanHQ WebTitan (1), Tools4ever (HelloID) in identity-governance read as Tools4ever HelloID (1), Trellix (McAfee + FireEye) in endpoint-protection read as Trellix Endpoint Security Suite (1), Trellix (McAfee) DLP in data-loss-prevention read as Trellix DLP (1), Trellix (former McAfee Enterprise + FireEye) in data-loss-prevention read as Trellix DLP (1), Trellix (formerly McAfee + FireEye) in extended-detection-and-response read as Trellix XDR (1), Trellix (formerly McAfee Enterprise & FireEye) in endpoint-protection read as Trellix Endpoint Security Suite (1), Trellix (formerly McAfee/FireEye) in endpoint-detection-and-response read as Trellix EDR (1), Trellix (formerly McAfee/FireEye) in endpoint-protection read as Trellix Endpoint Security Suite (1), Trend in container-and-kubernetes-security read as Trend Micro (Trend) Container Security (1), Trend Micro (Trend Vision One) in endpoint-protection read as Trend Micro Apex One (1), UiPath (Document Understanding / IXP) in intelligent-document-processing read as UiPath Document Understanding (1), UiPath Document Understanding/IXP in intelligent-document-processing read as UiPath Document Understanding (1), UiPath IXP (Intelligent Document Processing) in intelligent-document-processing read as UiPath Document Understanding (1), UnderDefense Agentic AI SOC in ai-security-platforms read as UnderDefense AI SOC (1), UpCloud in managed-kubernetes-platforms read as UpCloud Managed Kubernetes (1), UpGuard (BreachSight / Breach Risk) in digital-risk-protection read as UpGuard BreachSight (1), UpGuard Breach Risk in attack-surface-management read as UpGuard BreachSight (1), VMware (Now Broadcom - VMwareSD-WAN by VeloCloud) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (SASE with SD-WAN by VeloCloud) in sase-platforms read as VMware SASE (1), VMware (now part of Broadcom) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (now part of Broadcom/Cisco) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (vSphere / ESXi) in server-virtualization-platforms read as VMware vSphere (1), VMware (vSphere) in server-virtualization-platforms read as VMware vSphere (1), VMware Aria Cost in cloud-cost-management read as VMware Tanzu CloudHealth (1), VMware ESXi (Free or Essentials Kit) in server-virtualization-platforms read as VMware vSphere (1), VMware ESXi Free Edition in server-virtualization-platforms read as VMware vSphere (1), VMware Horizon/Omnissa in virtual-desktops read as VMware Horizon (1), VMware VeloCloud (Now Arista VeloCloud) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware VeloCloud (Now Broadcom) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware/Broadcom in sd-wan read as VMware VeloCloud SD-WAN (1), Veracode (Hyland) in application-security-posture-management read as Veracode Risk Manager (1), Veritas in backup-and-disaster-recovery read as Veritas Alta Data Protection (1), Veritas in communications-archiving-and-compliance read as Veritas Enterprise Vault (1), Veritas (NetBackup) in backup-and-disaster-recovery read as Veritas Alta Data Protection (1), Veritas Technologies in backup-and-disaster-recovery read as Veritas Alta Data Protection (1), Versa in sase-platforms read as Versa SASE (1), Versa Networks (Versa Secure SD-WAN / VOS) in sd-wan read as Versa Secure SD-WAN (1), Versa Networks (Versa Secure SD-WAN) in sd-wan read as Versa Secure SD-WAN (1), Vicarius (vRx) in vulnerability-management-platforms read as Vicarius vRx (1), Vimeo Start in streaming-platforms read as Vimeo Livestream (1), Vonage (API by Vonage) in communications-apis read as Vonage Communications APIs (1), Vonage (Owned by Ericsson) in communications-apis read as Vonage Communications APIs (1), Vonahi Security (vPenTest) in penetration-testing-as-a-service read as Vonahi Security vPenTest (1), Vultr in object-storage read as Vultr Object Storage (1), Wasabi (Hot Cloud Storage) in object-storage read as Wasabi Object Storage (1), WatchGuard Firebox T25 in next-generation-firewalls read as WatchGuard Firebox (1), Webex in business-phone-systems read as Webex Calling (1), WinPure in data-quality-and-observability read as WinPure Clean & Match (1), YouTube in streaming-platforms read as YouTube Live (1), Zendesk (AI Agents + Copilot) in ai-it-support-agents read as Zendesk AI Agents (1), Zendesk (with Advanced AI & Copilot) in ai-it-support-agents read as Zendesk AI Agents (1), Zendesk AI Agent in ai-it-support-agents read as Zendesk AI Agents (1), Zendesk with AI Agents in ai-it-support-agents read as Zendesk AI Agents (1), ZeroFOX in threat-intelligence-platforms read as ZeroFox Intelligence (1), ZeroFox in threat-intelligence-platforms read as ZeroFox Intelligence (1), Zscaler (Private Access) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (SaaS Security Posture Management) in saas-security-posture-management read as Zscaler SSPM (1), Zscaler (ZPA - Zscaler Private Access) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (ZTNA / Internet Security Cloud) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (Zero Trust Exchange) in microsegmentation read as Zscaler Private Access (1), Zscaler (Zero Trust SASE) in sase-platforms read as Zscaler Zero Trust Exchange (1), Zscaler Advanced SSPM in saas-security-posture-management read as Zscaler SSPM (1), Zscaler Zero Trust in sase-platforms read as Zscaler Zero Trust Exchange (1), eesel in ai-it-support-agents read as eesel AI (1), open-appsec / CloudGuard WAF in web-application-firewalls read as open-appsec (1) Combined answers split into one label per product: 15Five / Microsoft Viva, ABBYY FlexiCapture / ABBYY Vantage, API7 / Apache APISIX, AWS Application Load Balancer (ALB) / Network Load Balancer (NLB), AWS Aurora/MySQL, AWS Backup + Amazon S3, AWS CDK / CloudFormation, AWS CloudFormation & CDK, AWS CloudFormation + CDK, AWS CodeBuild / CodePipeline, AWS Cost Explorer & AWS Budgets, AWS Cost Explorer / AWS Budgets / AWS Compute Optimizer, AWS ECR/CodeArtifact, AWS EKS / AKS / GKE, AWS RDS/Aurora PostgreSQL, AWS Route53/RDS, AWS S3 / Cloudflare R2, AWS WAF / CloudFront, AWS X-Ray/Azure Application Insights, AWS/GCP Secret Manager, AWS/MSK, Acunetix / Invicti, Akamai Page Integrity Manager / Source Defense, Akamai Prolexic / Akamai, Akamai/Dyn, Akamai/Imperva, Akamai/Noname, Amazon CodeWhisperer / Amazon Q Developer, Amazon GuardDuty/Security Hub, Amazon MSK / Google Cloud Managed Service for Apache Kafka, Amazon RDS / Amazon Aurora, Anthropic Claude Enterprise / Claude for Work, Apache Guacamole + Proxmox, Apache Kafka & Confluent, Apache Kafka / Confluent Cloud / Amazon MSK, Apache Kafka/Confluent, Apigee/Google, AppDynamics/Cisco, Aqua Security / Trivy, Arista/Awake Security, Aruba Central / ClearPass, Astro/Astronomer, AuditBoard / Optro, Auth0 / Okta Customer Identity, Authelia/Authentik, Avanan/Check Point, AvePoint Cloud Governance / AvePoint Confidence Platform, Azure ARM / Bicep, Azure Application Gateway / Azure Front Door, Azure Bicep / ARM Templates, Azure Cost Management & Azure Advisor, Azure Database for PostgreSQL / MySQL, Azure DevOps / Azure Pipelines, Azure DevOps / Azure Repos, Azure Key Vault / Microsoft, Azure Logic Apps / Power Automate, Azure Repos / Azure DevOps, Azure SQL / Microsoft Fabric, Azure SQL Database / Azure Database for MySQL / PostgreSQL, Azure SQL Database / Azure SQL Managed Instance, Azure SQL Managed Instance / Azure SQL Database, Azure Synapse Analytics / Microsoft Fabric, Azure Virtual Desktop (AVD) + Nerdio Manager, BIND/PowerDNS, BMC Helix ITSM / BMC Remedy, Bandit / Brakeman / gosec, Barracuda/Imperva, Bigeye/Fivetran, Bitwarden Enterprise / Teams, Bitwarden/Vaultwarden, Broadcom/Symantec Endpoint DLP, Broadcom/VMware CloudHealth, Bunny.net / BunnyCDN, CA Technologies / Broadcom, Carbon Black/Broadcom, Carbonite/Quorum onQ, Cassandra / Apache Cassandra, Ceph / Red Hat OpenShift, ChatGPT/Claude, Check Point / Barracuda, Check Point Harmony SASE/Perimeter 81, Check Point/Avanan, Checkmarx One / Checkmarx, Checkmarx One / Checkmarx ASPM, Checkmk / Nagios, Chef / Puppet, Cisco / Splunk, Cisco AppDynamics/ScienceLogic, Cisco Catalyst SD-WAN (formerly Viptela) & Cisco Meraki, Cisco Nexus 9000 / Cisco Nexus Hyperfabric, Cisco SD-WAN / Viptela, Cisco Secure Access + Catalyst SD-WAN, Cisco Secure Access / Cisco SASE, Cisco Secure Access / Duo, Cisco Umbrella / Cisco Secure Access – DNS Defense, Cisco Umbrella / OpenDNS, Cisco Umbrella/OpenDNS, Cisco Viptela/Catalyst SD-WAN, Cisco/Astrix, Cisco/Splunk (AI Agents for Enterprise Security), Citrix ADC/NetScaler, Citrix Hypervisor / XenServer & XCP-ng, Citrix Virtual Apps & Desktops / Citrix DaaS, Citrix/NetScaler, Citrix/VMware Horizon, CloudFormation/Bicep, CloudHealth by VMware/Broadcom, CloudSploit/Prowler, CloudWatch/Azure Monitor/Google Cloud Monitoring, Cloudflare Zero Trust / Cloudflare One, Clutch / Token Security, Confluence + Jira Service Management (Assets), Confluent Cloud / Apache Kafka, Confluent/Kafka, ConnectWise Automate / ScreenConnect, ConnectWise ScreenConnect / ConnectWise Control, ConnectWise ScreenConnect / ConnectWise RMM, Coro/Metomic, Cortex XSOAR / Cortex AgentiX, Cortex XSOAR/XSIAM, Coverity/Black Duck, Cribl Stream / Edge, CrowdStrike Falcon / Falcon Insight XDR, Cursor / GitHub Copilot, CyberArk / Idira, CyberArk/Conjur, CyberArk/Palo Alto Networks, CyberArk/Venafi, Cyera/Oasis, DTEX InTERCEPT / Dtex Systems, Datto BCDR / Datto SIRIS, Datto SIRIS / Datto BCDR, Datto SIRIS / Kaseya 365, Delinea Secret Server / Delinea Platform, Delinea/BeyondTrust, Dell/PowerMax, DexGuard/iXGuard (Guardsquare), DiCentral / OpenText, DigiCert CertCentral / DigiCert, Digital Guardian / Fortra, Digital Guardian / Fortra DLP, DigitalOcean/Linode, Diligent/3rdRisk, DuckDB + MotherDuck, ELK/Elasticsearch, Egress/KnowBe4, Elastic / Elastic Cloud, Elastic APM / Elastic Observability, Elastic Agent / Elastic Stack, Elastic Cloud / ELK Stack, Elastic Cloud / Elastic Observability, Elastic Stack / ELK / OpenSearch, Elastic Stack / Elastic Cloud, Elastic/Kibana, Elastic/OpenSearch, Elasticsearch/Loki/Jaeger, Entra ID (formerly Azure AD) & Microsoft Authenticator, Enzuzo / Osano, Everbridge 360 / BC in the Cloud, Everbridge 360 / Everbridge BC in the Cloud, Everbridge 360 AI Prepare / BC in the Cloud, Exabeam/Exaforce, Excel / Google Sheets, F5 BIG-IP / F5 Distributed Cloud, FaceTime/Skype, Facebook Live / Instagram Live / YouTube Live, Fastly/Fastly WAF, Fidelis/TrapX, FireEye/Mandiant, Firebase Authentication / Google Cloud Identity Platform, Flashpoint/IntSights, Flexera One / Snow Atlas, Flexera One / Spot by NetApp, Fluent Bit / Fluentd, Fluentd/Fluent Bit, Forescout CounterACT / Forescout Platform, ForgeRock / Ping Identity, Fortify SCA / Micro Focus Fortify, Fortinet FortiNAC & FortiGate, Fortinet FortiSASE/FortiNAC, Fortinet/Check Point, Fortra PhishLabs / Fortra Brand Protection, Fortra/BlueVoyant, Fortra/PhishLabs, Freshdesk + Freddy AI, Freshdesk/Freshworks Freddy AI, Freshservice / FireHydrant, Freshservice / Freddy AI, Freshservice / Freshdesk, Freshservice / Freshworks, Freshworks / Freshservice ITAM, GCR/Artifact Registry, Gemini for Workspace / Gemini Enterprise, GitHub / GitLab Packages, GitHub Advanced Security / Dependabot, GitHub CodeQL / GitHub code scanning, GitHub Container Registry / GitHub Packages, GlitchTip/Bugsink, GoToResolve / Atera, Google Authenticator + Authy, Google Cloud Firestore/Cosmos DB, Google Cloud SQL/Spanner, Google Cloud/Mandiant, Google Gemini Enterprise / Gemini for Workspace, Google Gemini for Workspace / Gemini Enterprise, Google Pub/Sub + Dataflow, Google Security Operations / Chronicle, Grafana + Loki + Tempo (LGTM stack), Grafana + Prometheus + OpenTelemetry, Grafana Cloud / Grafana Labs, Grafana Cloud / Prometheus, Grafana Cloud / Prometheus + Grafana, Grafana Loki + Fluentd, Grafana Loki / Grafana Cloud Logs, Grafana OnCall / Grafana IRM, Great Expectations / GX Core, Greenbone Community Edition / OpenVAS, HCP Terraform/Terraform Cloud, HPE Juniper/Apstra, HPE/Extreme Networks, HPE/Nimble, HUMAN/Arkose Labs, Harness Feature Flags / Split, HashiCorp Vault + Boundary, Helm/Kustomize, IBM / Microsoft Threat Intelligence, IBM API Connect / WSO2, IBM Cloudability / Apptio Cloudability, IBM InfoSphere / IBM OpenPages, IBM NS1/Neustar UltraDNS, IBM/Oracle, IPRoyal/Webshare, Illumio Segmentation / Illumio Core, Illusive/Proofpoint Shadow, Illusive/Tenable, Imperva / Imperva Incapsula, Imperva / Incapsula, Imperva / Thales, InvGate Asset Management / InvGate Assets, Invicti / Acunetix by Invicti, Invicti/Acunetix, Island / Palo Alto (Talon), Ivanti Neurons / Datto RMM, Ivanti Neurons / Ivanti ITAM, Ivanti Neurons for Patch Management / Ivanti Endpoint Manager, Jaeger / Zipkin, Jaeger/Zipkin, Juniper Contrail/Apstra, Juniper QFX/Apstra, Juniper/HPE, Jupiter/Orca, KX/kdb+, Kasada/Arkose Labs, Kaseya VSA / Datto RMM, Kaseya VSA / Kaseya RMM, Kaseya/Datto RMM, KeePass/KeePassXC, Keeper Business / Keeper Enterprise, Keyfactor Command + EJBCA, Klippa DocHorizon / Doxis AI.dp, Kofax/Tungsten Automation, Kong Gateway/Konnect, Kubernetes YAML/Kustomize/Helm, Kubernetes/Kubeflow, Lacework/SentinelOne, Lakera/CalypsoAI, Linode / Akamai, Linode/Vultr, LogMeIn Rescue/GoTo Resolve, ManageEngine / Motadata ServiceOps, ManageEngine MDM/Zoho One, ManageEngine OpManager Plus / OpManager Nexus, ManageEngine Patch Manager Plus / Endpoint Central, Mandiant / Google Threat Intelligence, Meltano / Singer, Meltano / dlt (data load tool), Mend.io / Mend SCA, MeshAgent / MeshCentral, MetricStream / RSA Archer, Micetro / Men&Mice, Micro Focus / OpenText (NetIQ), Microsoft 365 (E3/E5) / Microsoft Purview, Microsoft Azure AD B2C / Entra External ID, Microsoft Azure Synapse Analytics / Microsoft Fabric, Microsoft Defender + Intune, Microsoft Defender / Entra ID, Microsoft Defender XDR / Sentinel, Microsoft Defender for Business / Microsoft Defender XDR, Microsoft Defender for Cloud / Sentinel, Microsoft Endpoint Configuration Manager (MECM) / Intune, Microsoft Entra ID + Microsoft Authenticator, Microsoft Entra ID Protection + Microsoft Defender XDR, Microsoft Entra ID Protection/Defender for Identity, Microsoft Entra/Azure AD, Microsoft Excel / Google Sheets, Microsoft Intune & Microsoft Endpoint Configuration Manager (MECM / SCCM), Microsoft Intune + Defender for Endpoint, Microsoft Intune + Windows Autopatch + Patch My PC, Microsoft Intune/Configuration Manager, Microsoft Power Automate/Minit, Microsoft Purview + Security Copilot, Microsoft Purview / Azure Machine Learning, Microsoft Purview Information Protection / Purview DLP, Microsoft Remote Desktop (RDP) + Azure AD, Microsoft Remote Desktop/RDP, Microsoft SQL Server / Azure SQL, Microsoft SQL Server Dynamic Data Masking / Microsoft Purview, Microsoft SQL Server and Azure SQL DDM, Microsoft Sentinel + Copilot, Microsoft Sentinel + Security Copilot, Microsoft Sentinel / Azure Monitor, Microsoft Sentinel/Logic Apps, Microsoft WSUS/Intune, Mimecast/Infosec IQ, MobileIron/Ivanti, ModSecurity + OWASP Core Rule Set, ModSecurity + OWASP Core Rule Set (CRS), ModSecurity / OWASP Core Rule Set, MotherDuck / DuckDB, Mozilla Firefox / Firefox ESR, MuleSoft/Salesforce, N-able RMM / N-sight, NGINX / F5 NGINX Plus, NS1/Dyn, NVIDIA Cumulus Linux / Spectrum, Nagios XI / Nagios Core, Ncontracts/Quantivate, NetBox + Ansible, NetBox / Nautobot, Netacea/Radware Bot Manager, Netlify/Vercel, Netscout/Arbor, NeuVector/Tigera, Neustar (TransUnion) / Vercara, New Relic/Datadog, Nginx/HAProxy, Nlyte/IBM, Nokia/SONiC, Noname / Akamai API Security, Noname Security / Akamai, NordLayer / Perimeter 81, Nova AI Ops / Atera, OPA (Open Policy Agent) + Gatekeeper, OX Security / Jit, Okta Adaptive MFA / Okta Verify, Okta Adaptive MFA / Okta Workforce Identity Cloud, Okta Verify/Okta Adaptive MFA, Omnissa Workspace ONE / VMware Workspace ONE UEM, OneDrive/Google Drive, OneTrust / Tugboat Logic, Onetrust / OneTrust AI Governance, OpenCTI + MISP, OpenMetadata/DataHub, OpenTSDB / KairosDB, OpenTelemetry + Grafana, OpenTelemetry + Grafana/Prometheus, OpenTelemetry + OpenTelemetry Collector, OpenText / IBM Sterling B2B Integrator, Optro/AuditBoard, PDQ Deploy / PDQ Connect, PDQ Deploy/Inventory and PDQ Connect, PMD / FindBugs (now SpotBugs), Palo Alto (Talon) / Prisma Access Browser, Palo Alto Cortex AgentiX / XSIAM, Palo Alto Networks / Cortex XSIAM, Palo Alto Networks / Talon, Palo Alto Networks Cortex AgentiX / Cortex XSIAM, Palo Alto Networks Cortex AgentiX / Cortex XSIAM / Cortex XDR, Palo Alto Networks Cortex XDR / Cortex XSIAM, Palo Alto Networks Prisma Access / Prisma SASE, Palo Alto Networks Prisma Cloud / Cortex Cloud, PhishLabs/Fortra, Phishingbox/Phished, Ping Identity & ForgeRock, Ping Identity / PingOne, Ping Identity / PingOne for Workforce, Ping Identity/ForgeRock, Ping Identity/PingOne, PingID / Ping Identity, Port/Cortex, Portkey / Kong AI Gateway, Portnox CLEAR / Portnox Cloud, PostgreSQL + TimescaleDB, Postman / SwaggerHub, Power BI Embedded / Tableau (Salesforce), Prefect/Airflow, Prevalent / Mitratech Prevalent, Prisma Browser / Palo Alto, Prisma Cloud / Cortex Cloud, Prisma Cloud/Cortex, Prometheus + Grafana + Loki, Prometheus + Grafana + OpenTelemetry, Prometheus + Grafana OSS, Prometheus + VictoriaMetrics, Prometheus and Grafana Stack, Prometheus/Grafana Stack, Prometheus/Grafana/Loki, QTS / DataBank (ITC), RDS/Aurora, Radware / Radware Cloud DDoS Protection, Railway/Render/Fly.io, Rancher/RKE2, Rancher/RKE2 (via SUSE Rancher Prime), Reco / Okta Identity Threat Protection, Red Hat JBoss Data Virtualization / Teiid, Riverbed/Nuage, Riversand / Syndigo MDM, Rubrik/Laminar, S3/MinIO, SCCM / Microsoft Configuration Manager, Safe Security / RiskLens, SafeBreach / SafeBreach Validate, Safetica ONE / Safetica DLP, SafetyCulture/BC in the Cloud, SailPoint/Entro, ScreenConnect/ConnectWise Control, Self-hosted Prometheus + Grafana, SentinelOne Singularity + Attivo Networks, SentinelOne Singularity Hologram / Attivo Networks, SentinelOne/Attivo, SentinelOne/Cynet, ServiceNow / Moveworks, ServiceNow GRC / ServiceNow IRM, ServiceNow Now Assist / ServiceNow Virtual Agent, Slite / Nuclino, Smallstep Certificate Manager / step-ca, Smartproxy/Decodo, Snort/Suricata, Snyk AppRisk / Snyk, Soda Core / Soda, Software AG/ARIS, SolarWinds Orion / SolarWinds Network Performance Monitor, SonarCloud / SonarQube, SonarQube Community Edition / SonarCloud, Sonatype Nexus Lifecycle / Sonatype, Sophos Intercept X & Sophos MDR, Sophos Intercept X + Sophos XDR, Sophos Intercept X with XDR / Sophos MDR, Splashtop/RemotePC, Splunk (Cisco) / AppDynamics, Splunk On-Call / VictorOps, Sprinto / Secureframe, Stackrox/Red Hat Advanced Cluster Security, Starburst Enterprise / Starburst Galaxy, Starburst/Trino, Substly/Cledara, Symantec DLP / Broadcom Symantec, Synapse / Fabric, Synapse/Fabric, Talon / Prisma Access Browser, Tenable Nessus / Tenable Vulnerability Management, Tenable One/Nessus, Tenable Vulnerability Management / Tenable One, Terraform / HCP Terraform, Thales/RSA, Thycotic/Delinea Secret Server, TimescaleDB/Tiger Cloud, UpGuard BreachSight / UpGuard Breach Risk, VMware / Omnissa Horizon Cloud, VMware Aria Cost / CloudHealth, VMware VeloCloud / Arista, VMware VeloCloud / VMware SD-WAN, VMware/Arista VeloCloud, VMware/Dell, VMware/Omnissa Horizon, VMware/Omnissa Horizon Cloud, VMware/Omnissa Workspace ONE UEM, Vault Enterprise/HCP Vault, Veeam / Securiti, Venafi / CyberArk Certificate Manager, Vercara/Neustar, Veritas/OpenText, Vertiv/Nlyte, Webshare/IPRoyal, Windsurf / Devin Desktop, Wiz / Orca, Wiz / Prisma / Orca, XCP-ng / Citrix Hypervisor, XM Cyber / Horizon3.ai NodeZero, Xen / Citrix Hypervisor, Zoho Vault/ManageEngine Password Manager Pro, Zoom / Zoom Workplace, Zoom Workplace / Zoom Phone, Zoom/Teams, Zscaler/Smokescreen, cert-manager + Let's Encrypt, ddos-guard.net / DDoS-Guard, jsDelivr / cdnjs, self-hosted Prometheus + Grafana ## Appendix: loose paraphrase stability - Claude Haiku 4.5: a direct first choice kept as first choice or alternative in 54 of 129 categories (42%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, it-asset-management, it-documentation, it-financial-management, load-balancers, log-management, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, nosql-databases, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, secure-code-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, vector-databases, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - GPT-5.4 mini: a direct first choice kept as first choice or alternative in 82 of 136 categories (60%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-management, api-security-platforms, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-archiving-and-compliance, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, ddos-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-as-code, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsoft-365-management, ml-platforms, network-access-control, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, object-storage, ot-and-iot-security, patch-management, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, server-virtualization-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, third-party-risk-management, threat-intelligence-platforms, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - Gemini 3.5 Flash: a direct first choice kept as first choice or alternative in 114 of 136 categories (84%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, aiops-platforms, api-gateways, api-security-platforms, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-phone-systems, certificate-lifecycle-management, cloud-hosting, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-loss-prevention, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, digital-risk-protection, dynamic-application-security-testing, edi-platforms, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, extended-detection-and-response, grc-platforms, identity-governance, identity-verification, incident-management-and-on-call, insider-risk-management, it-asset-management, llm-gateways-and-observability, load-balancers, managed-detection-and-response, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, network-detection-and-response, non-human-identity-management, nosql-databases, object-storage, observability-platforms, ot-and-iot-security, patch-management, process-mining, proxy-networks, remote-support-and-remote-access, saas-management-platforms, server-virtualization-platforms, siem-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, unified-endpoint-management, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - Perplexity Sonar: a direct first choice kept as first choice or alternative in 73 of 136 categories (54%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-management, application-security-posture-management, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-hosting, colocation-providers, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, extended-detection-and-response, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-financial-management, load-balancers, log-management, managed-detection-and-response, managed-dns, managed-file-transfer, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, vector-databases, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - Grok 4.1 Fast: a direct first choice kept as first choice or alternative in 97 of 136 categories (71%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, artifact-and-container-registries, breach-and-attack-simulation, business-phone-systems, client-side-protection, cloud-cost-management, cloud-native-application-protection, colocation-providers, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, feature-flags, grc-platforms, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, it-asset-management, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, managed-detection-and-response, managed-file-transfer, managed-relational-databases, microsoft-365-management, ml-platforms, network-access-control, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, nosql-databases, ot-and-iot-security, penetration-testing-as-a-service, privileged-access-management, process-mining, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, sase-platforms, sd-wan, secrets-management, secure-code-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, third-party-risk-management, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, vector-databases, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - Mistral Small: a direct first choice kept as first choice or alternative in 54 of 136 categories (40%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-password-managers, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, log-management, managed-detection-and-response, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, nosql-databases, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, vector-databases, virtual-desktops, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - DeepSeek V4 Flash: a direct first choice kept as first choice or alternative in 92 of 136 categories (68%); differing under the strict rule: ai-governance-platforms, ai-security-platforms, ai-soc-agents, aiops-platforms, api-security-platforms, artifact-and-container-registries, business-continuity-management, business-phone-systems, client-side-protection, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-apis, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, endpoint-detection-and-response, enterprise-ai-assistants, enterprise-storage-systems, etl-and-elt, feature-flags, grc-platforms, identity-governance, identity-verification, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, it-asset-management, it-documentation, it-financial-management, llm-gateways-and-observability, log-management, managed-dns, managed-file-transfer, master-data-management, microsegmentation, microsoft-365-management, multi-factor-authentication, network-access-control, network-detection-and-response, next-generation-firewalls, non-human-identity-management, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, process-mining, proxy-networks, robotic-process-automation, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, source-control-hosting, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, vector-databases, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - Llama 4 Maverick: a direct first choice kept as first choice or alternative in 21 of 113 categories (19%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-soc-agents, aiops-platforms, api-security-platforms, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-native-application-protection, cloud-security-posture-management, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, embedded-analytics, endpoint-detection-and-response, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, infrastructure-as-code, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, load-balancers, log-management, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, nosql-databases, observability-platforms, ot-and-iot-security, penetration-testing-as-a-service, privileged-access-management, process-mining, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secure-code-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, third-party-risk-management, time-series-databases, unified-endpoint-management, vector-databases, video-conferencing, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - Qwen 3.7 Flash: a direct first choice kept as first choice or alternative in 77 of 136 categories (57%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-virtualization, data-warehouses, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, log-management, managed-file-transfer, managed-kubernetes-platforms, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, non-human-identity-management, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, secure-code-training, server-virtualization-platforms, siem-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, third-party-risk-management, unified-endpoint-management, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - Kimi K2: a direct first choice kept as first choice or alternative in 89 of 136 categories (65%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, aiops-platforms, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, bot-management, breach-and-attack-simulation, business-password-managers, business-phone-systems, ci-cd-platforms, client-side-protection, cloud-hosting, cloud-native-application-protection, colocation-providers, communications-apis, communications-archiving-and-compliance, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-monitoring, intelligent-document-processing, internal-developer-portals, it-documentation, it-financial-management, load-balancers, managed-detection-and-response, managed-file-transfer, managed-kubernetes-platforms, microsegmentation, microsoft-365-management, ml-platforms, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, object-storage, ot-and-iot-security, patch-management, process-mining, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, vector-databases, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - GLM 4.7 FlashX: a direct first choice kept as first choice or alternative in 85 of 136 categories (62%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-management, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, breach-and-attack-simulation, business-password-managers, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-hosting, cloud-security-posture-management, colocation-providers, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, etl-and-elt, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, microsegmentation, ml-platforms, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sd-wan, secure-code-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, source-control-hosting, telemetry-pipelines, threat-intelligence-platforms, time-series-databases, vector-databases, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - MiniMax M2.5: a direct first choice kept as first choice or alternative in 75 of 136 categories (55%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsoft-365-management, ml-platforms, network-access-control, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, virtual-desktops, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - GPT-6 Luna: a direct first choice kept as first choice or alternative in 97 of 136 categories (71%); differing under the strict rule: ai-governance-platforms, ai-security-platforms, aiops-platforms, api-gateways, api-management, api-security-platforms, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, breach-and-attack-simulation, business-continuity-management, client-side-protection, cloud-security-posture-management, colocation-providers, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, cyber-risk-quantification, data-center-infrastructure-management, data-center-networking, data-quality-and-observability, data-security-posture-management, data-virtualization, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, identity-threat-detection-and-response, identity-verification, infrastructure-monitoring, intelligent-document-processing, it-asset-management, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, master-data-management, microsoft-365-management, ml-platforms, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, observability-platforms, ot-and-iot-security, patch-management, privileged-access-management, process-mining, remote-support-and-remote-access, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, server-virtualization-platforms, software-composition-analysis, telemetry-pipelines, threat-intelligence-platforms, vector-databases, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - Muse Glimmer 30B: a direct first choice kept as first choice or alternative in 86 of 136 categories (63%); differing under the strict rule: ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-apis, communications-archiving-and-compliance, compliance-automation, customer-identity-and-access-management, cyber-risk-quantification, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, intelligent-document-processing, it-asset-management, it-documentation, it-financial-management, log-management, managed-dns, managed-file-transfer, managed-kubernetes-platforms, microsegmentation, microsoft-365-management, ml-platforms, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, nosql-databases, object-storage, observability-platforms, ot-and-iot-security, penetration-testing-as-a-service, process-mining, proxy-networks, remote-monitoring-and-management, robotic-process-automation, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, security-awareness-training, siem-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, vector-databases, video-conferencing, virtual-desktops, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access # Segment: Enterprise # IT AI Recommendation Index, run edition-2026-10 816 prompts, 14 models, 57,678 raw judge labels, 58,117 scored labels after normalization. Published weights: first choice +3, alternative +2, mention +1, soft negative -2, hard negative -3. Scored under vendor alias table version 2026-10.8. Raw judge labels are the permanent record; the numbers below are derived from them and are regenerated for every run whenever the alias table changes, so the whole series is always scored under one table version. Resolution of raw names: 44,153 by alias or canonical name, 9079 by category-scoped alias, 997 from combined answers split into their products, 601 from combined answers counted once for their first product, 5 excluded by rule, 2815 unresolved and counted under the raw name. ## Paraphrase stability Share of categories where a model's first choice set on the direct prompt equals its set on the paraphrase. | Model | Same | Different | Stability | |---|---|---|---| | Claude Haiku 4.5 | 22 | 104 | 17% | | GPT-5.4 mini | 45 | 91 | 33% | | Gemini 3.5 Flash | 53 | 83 | 39% | | Perplexity Sonar | 57 | 79 | 42% | | Grok 4.1 Fast | 61 | 75 | 45% | | Mistral Small | 24 | 112 | 18% | | DeepSeek V4 Flash | 57 | 79 | 42% | | Llama 4 Maverick | 7 | 100 | 7% | | Qwen 3.7 Flash | 45 | 91 | 33% | | Kimi K2 | 45 | 91 | 33% | | GLM 4.7 FlashX | 46 | 90 | 34% | | MiniMax M2.5 | 21 | 113 | 16% | | GPT-6 Luna | 62 | 74 | 46% | | Muse Glimmer 30B | 42 | 94 | 31% | A looser measure, whether a direct first choice survives as a first choice or alternative on the paraphrase, is in the appendix. ## Standing by category First choice share across the direct, paraphrase, budget and scale prompts and all 14 models. The top product's share is published alongside the label: contested means the top share is at or below 40%, and a category just above the line is not meaningfully different from one just below it. Consensus means every model's direct-prompt first choice is the same single product. | Category | Top product | Top share | First choices | Status | |---|---|---|---|---| | ai-coding-assistants | GitHub Copilot | 82% | 44 | clear leader | | ai-governance-platforms | IBM watsonx.governance | 22% | 49 | contested | | ai-it-support-agents | ServiceNow Now Assist | 48% | 50 | clear leader | | ai-security-platforms | SentinelOne Singularity | 9% | 54 | contested | | ai-soc-agents | Dropzone AI | 14% | 56 | contested | | aiops-platforms | Dynatrace | 39% | 46 | contested | | api-gateways | Apigee | 38% | 50 | contested | | api-management | Apigee | 48% | 48 | clear leader | | api-security-platforms | Akamai API Security | 33% | 51 | contested | | application-performance-monitoring | Dynatrace | 47% | 45 | clear leader | | application-security-posture-management | ArmorCode | 20% | 50 | contested | | application-shielding | Appdome | 33% | 51 | contested | | artifact-and-container-registries | JFrog Artifactory | 40% | 68 | contested | | attack-surface-management | Cortex Xpanse | 29% | 55 | contested | | backup-and-disaster-recovery | Veeam Data Platform | 32% | 57 | contested | | bot-management | Cloudflare Bot Management | 37% | 54 | contested | | breach-and-attack-simulation | Cymulate | 24% | 59 | contested | | business-continuity-management | Fusion Risk Management | 27% | 59 | contested | | business-password-managers | 1Password | 44% | 59 | clear leader | | business-phone-systems | RingCentral | 38% | 58 | contested | | certificate-lifecycle-management | Keyfactor Command | 28% | 54 | contested | | ci-cd-platforms | GitLab CI/CD | 42% | 53 | clear leader | | client-side-protection | cside | 17% | 52 | contested | | cloud-cost-management | IBM Apptio Cloudability | 49% | 51 | clear leader | | cloud-hosting | Amazon Web Services | 42% | 50 | clear leader | | cloud-native-application-protection | Wiz | 48% | 54 | clear leader | | cloud-security-posture-management | Wiz | 54% | 54 | clear leader | | colocation-providers | Equinix | 59% | 46 | clear leader | | communications-apis | Twilio | 44% | 57 | clear leader | | communications-archiving-and-compliance | Proofpoint Enterprise Archive | 27% | 56 | contested | | compliance-automation | Vanta | 37% | 57 | contested | | container-and-kubernetes-security | Prisma Cloud | 25% | 55 | contested | | content-delivery-networks | Cloudflare | 46% | 48 | clear leader | | customer-identity-and-access-management | Auth0 | 47% | 51 | clear leader | | cyber-risk-quantification | SAFE Security | 56% | 43 | clear leader | | data-catalogs-and-governance | Collibra | 41% | 54 | clear leader | | data-center-infrastructure-management | Sunbird dcTrack | 18% | 51 | contested | | data-center-networking | Arista Networks | 34% | 44 | contested | | data-loss-prevention | Microsoft Purview DLP | 57% | 54 | clear leader | | data-masking-and-test-data | Delphix | 27% | 51 | contested | | data-quality-and-observability | Monte Carlo | 41% | 51 | clear leader | | data-security-posture-management | Varonis Data Security Platform | 22% | 50 | contested | | data-virtualization | Denodo | 86% | 43 | clear leader | | data-warehouses | Snowflake | 62% | 48 | clear leader | | ddi-and-ipam | Infoblox | 24% | 54 | contested | | ddos-protection | Cloudflare | 57% | 53 | clear leader | | deception-technology | Acalvio ShadowPlex | 47% | 49 | clear leader | | digital-employee-experience | Nexthink Infinity | 44% | 45 | clear leader | | digital-risk-protection | ZeroFox | 29% | 48 | contested | | dns-filtering | Cisco Umbrella | 43% | 53 | clear leader | | dynamic-application-security-testing | Invicti | 62% | 52 | clear leader | | edi-platforms | Cleo Integration Cloud | 40% | 50 | contested | | email-security | Proofpoint Email Protection | 48% | 52 | clear leader | | embedded-analytics | GoodData | 16% | 55 | contested | | endpoint-detection-and-response | CrowdStrike Falcon Insight | 52% | 56 | clear leader | | endpoint-protection | Microsoft Defender for Endpoint | 44% | 54 | clear leader | | enterprise-ai-assistants | Microsoft 365 Copilot | 40% | 50 | contested | | enterprise-architecture-tools | SAP LeanIX | 43% | 58 | clear leader | | enterprise-browsers | Island Enterprise Browser | 35% | 57 | contested | | enterprise-storage-systems | Pure Storage FlashArray | 42% | 43 | clear leader | | error-and-crash-monitoring | Sentry | 75% | 44 | clear leader | | etl-and-elt | Fivetran | 49% | 45 | clear leader | | extended-detection-and-response | Microsoft Defender XDR | 44% | 50 | clear leader | | feature-flags | LaunchDarkly | 63% | 49 | consensus | | grc-platforms | MetricStream | 24% | 50 | contested | | identity-governance | SailPoint Identity Security Cloud | 54% | 57 | clear leader | | identity-threat-detection-and-response | Microsoft Defender for Identity | 38% | 53 | contested | | identity-verification | Sumsub | 17% | 54 | contested | | incident-management-and-on-call | PagerDuty | 57% | 51 | clear leader | | infrastructure-as-code | Terraform | 53% | 59 | clear leader | | infrastructure-monitoring | Datadog | 41% | 51 | clear leader | | insider-risk-management | Microsoft Purview Insider Risk Management | 44% | 50 | clear leader | | intelligent-document-processing | ABBYY Vantage | 43% | 47 | clear leader | | internal-developer-portals | Port | 25% | 60 | contested | | it-asset-management | ServiceNow IT Asset Management | 56% | 54 | clear leader | | it-documentation | Confluence | 21% | 53 | contested | | it-financial-management | IBM Apptio | 29% | 55 | contested | | it-service-management | ServiceNow ITSM | 65% | 46 | clear leader | | llm-gateways-and-observability | Portkey | 26% | 54 | contested | | load-balancers | F5 BIG-IP | 40% | 48 | contested | | log-management | Splunk | 46% | 54 | clear leader | | managed-detection-and-response | CrowdStrike Falcon Complete | 35% | 55 | contested | | managed-dns | Cloudflare DNS | 60% | 45 | clear leader | | managed-file-transfer | IBM Sterling Secure File Transfer | 16% | 49 | contested | | managed-kubernetes-platforms | Google Kubernetes Engine | 31% | 52 | contested | | managed-relational-databases | Amazon Aurora | 26% | 54 | contested | | master-data-management | Informatica MDM | 43% | 54 | clear leader | | microsegmentation | Illumio Segmentation | 56% | 59 | clear leader | | microsoft-365-management | CoreView | 31% | 54 | contested | | ml-platforms | Databricks Mosaic AI | 44% | 45 | clear leader | | multi-factor-authentication | Microsoft Entra ID | 41% | 61 | clear leader | | network-access-control | Cisco Identity Services Engine | 31% | 51 | contested | | network-detection-and-response | Vectra AI | 17% | 47 | contested | | network-monitoring-and-management | SolarWinds Network Performance Monitor | 16% | 55 | contested | | next-generation-firewalls | Fortinet FortiGate | 37% | 57 | contested | | non-human-identity-management | CyberArk Identity Security Platform | 20% | 51 | contested | | nosql-databases | MongoDB | 56% | 55 | clear leader | | object-storage | Amazon S3 | 44% | 48 | clear leader | | observability-platforms | Datadog | 37% | 51 | contested | | ot-and-iot-security | Claroty xDome | 35% | 54 | contested | | patch-management | Microsoft Intune | 17% | 59 | contested | | penetration-testing-as-a-service | NetSPI | 46% | 48 | clear leader | | privileged-access-management | CyberArk Privileged Access Manager | 56% | 48 | clear leader | | process-mining | Celonis Process Intelligence Platform | 67% | 45 | clear leader | | proxy-networks | Oxylabs | 42% | 50 | clear leader | | remote-monitoring-and-management | NinjaOne | 48% | 46 | clear leader | | remote-support-and-remote-access | Splashtop Remote Support | 27% | 55 | contested | | robotic-process-automation | UiPath | 58% | 55 | clear leader | | saas-management-platforms | Zylo | 59% | 54 | clear leader | | saas-security-posture-management | AppOmni | 40% | 48 | contested | | sase-platforms | Palo Alto Networks Prisma SASE | 26% | 50 | contested | | sd-wan | Cisco Catalyst SD-WAN | 50% | 46 | clear leader | | secrets-management | HashiCorp Vault | 61% | 51 | clear leader | | secure-code-training | Secure Code Warrior | 33% | 49 | contested | | security-awareness-training | KnowBe4 | 74% | 50 | clear leader | | server-virtualization-platforms | Nutanix AHV | 37% | 54 | contested | | siem-platforms | Microsoft Sentinel | 41% | 54 | clear leader | | soar-platforms | Cortex XSOAR | 41% | 51 | clear leader | | software-composition-analysis | Black Duck | 23% | 56 | contested | | source-control-hosting | GitHub | 54% | 56 | clear leader | | static-application-security-testing | Checkmarx One | 54% | 46 | clear leader | | streaming-platforms | Confluent Cloud | 61% | 54 | clear leader | | telemetry-pipelines | Cribl Stream | 44% | 50 | clear leader | | third-party-risk-management | ProcessUnity | 19% | 53 | contested | | threat-intelligence-platforms | Recorded Future Intelligence Cloud | 73% | 48 | clear leader | | time-series-databases | TimescaleDB | 47% | 59 | clear leader | | unified-endpoint-management | Microsoft Intune | 85% | 48 | clear leader | | vector-databases | Pinecone | 59% | 54 | clear leader | | video-conferencing | Microsoft | 57% | 53 | clear leader | | virtual-desktops | Citrix DaaS | 28% | 57 | contested | | vulnerability-management-platforms | Tenable Vulnerability Management | 32% | 53 | contested | | web-application-firewalls | Cloudflare WAF | 59% | 51 | clear leader | | website-and-synthetic-monitoring | Dynatrace | 24% | 50 | contested | | workflow-orchestration | Apache Airflow | 26% | 54 | contested | | workforce-identity-and-sso | Microsoft Entra ID | 49% | 59 | clear leader | | zero-trust-network-access | Zscaler Private Access | 53% | 57 | clear leader | **ai-coding-assistants**: GitHub Copilot 82%, Tabnine 9%, Amazon Q Developer 7%, AWS Kiro 2% **ai-governance-platforms**: IBM watsonx.governance 22%, Credo AI 20%, ModelOp Center 14%, OneTrust AI Governance 8%, Databricks Unity Catalog 4% **ai-it-support-agents**: ServiceNow Now Assist 48%, Moveworks 18%, Microsoft Copilot Studio 6%, Zendesk AI Agents 4%, Aisera 2% **ai-security-platforms**: SentinelOne Singularity 9%, Check Point AI Security 7%, CrowdStrike Falcon 6%, Palo Alto Networks Prisma AIRS 6%, Prompt Security 6% **ai-soc-agents**: Dropzone AI 14%, Intezer AI SOC 9%, Torq 9%, UnderDefense Agentic AI SOC 7%, Microsoft Security Copilot 5% **aiops-platforms**: Dynatrace 39%, BigPanda 28%, Coralogix 9%, OpenObserve 7%, Datadog 4% **api-gateways**: Apigee 38%, Kong Gateway 34%, Tyk 6%, Amazon API Gateway 4%, Azure API Management 4% **api-management**: Apigee 48%, Kong Gateway 15%, Tyk 8%, Azure API Management 6%, Gravitee 6% **api-security-platforms**: Akamai API Security 33%, Salt Security 31%, Tyk 6%, 42Crunch 4%, Gravitee 4% **application-performance-monitoring**: Dynatrace 47%, Datadog APM 16%, New Relic 11%, AppDynamics 9%, CubeAPM 9% **application-security-posture-management**: ArmorCode 20%, Checkmarx One 16%, Apiiro 12%, DefectDojo 6%, Aikido Security 4% **application-shielding**: Appdome 33%, Guardsquare DexGuard / iXGuard 12%, Promon SHIELD 10%, AppTego 6%, Digital.ai Application Protection 6% **artifact-and-container-registries**: JFrog Artifactory 40%, Sonatype Nexus Repository 21%, Azure Container Registry 7%, Amazon Elastic Container Registry 4%, Google Artifact Registry 4% **attack-surface-management**: Cortex Xpanse 29%, Microsoft Defender External Attack Surface Management 16%, Bitsight 7%, CyCognito 7%, Tenable Attack Surface Management 5% **backup-and-disaster-recovery**: Veeam Data Platform 32%, Rubrik Security Cloud 14%, Commvault 12%, Cohesity DataProtect 9%, Druva Data Security Cloud 9% **bot-management**: Cloudflare Bot Management 37%, DataDome 17%, Akamai Bot Manager 11%, Cloudflare Bot Management for Enterprise 4%, HUMAN Security 4% **breach-and-attack-simulation**: Cymulate 24%, SafeBreach 22%, AttackIQ 20%, Picus Security Validation Platform 15%, Pentera 7% **business-continuity-management**: Fusion Risk Management 27%, ServiceNow Business Continuity Management 14%, ServiceNow BCM 10%, Riskonnect Business Continuity & Resilience 8%, Fusion Framework System 5% **business-password-managers**: 1Password 44%, Bitwarden 34%, Keeper Security 12%, Dashlane 3%, LastPass 2% **business-phone-systems**: RingCentral 38%, Microsoft Teams Phone 31%, Nextiva 5%, RingCentral RingEX 5%, Zoom Phone 5% **certificate-lifecycle-management**: Keyfactor Command 28%, Sectigo Certificate Manager 15%, Venafi 15%, CyberArk Certificate Manager 7%, Keyfactor 7% **ci-cd-platforms**: GitLab CI/CD 42%, GitHub Actions 19%, Azure DevOps 11%, Buildkite 11%, GitHub 4% **client-side-protection**: cside 17%, Reflectiz 10%, Feroot PaymentGuard 8%, Microsoft Defender for Endpoint 8%, Source Defense 8% **cloud-cost-management**: IBM Apptio Cloudability 49%, Finout 14%, CloudZero 8%, Flexera One 8%, VMware Tanzu CloudHealth 8% **cloud-hosting**: Amazon Web Services 42%, Microsoft Azure 38%, Azure 6%, Oracle Cloud Infrastructure 4%, Cloudflare 2% **cloud-native-application-protection**: Wiz 48%, Microsoft Defender for Cloud 17%, Prisma Cloud 13%, Orca Security 7%, Palo Alto Networks Cortex Cloud 4% **cloud-security-posture-management**: Wiz 54%, Prisma Cloud 19%, Microsoft Defender for Cloud 9%, Orca Security 7%, AWS Security Hub 4% **colocation-providers**: Equinix 59%, Digital Realty 24%, CoreSite 11%, Ark SecurePower All-In 2%, CyrusOne 2% **communications-apis**: Twilio 44%, Infobip 16%, Sinch 9%, Vonage Communications APIs 7%, RingCentral 5% **communications-archiving-and-compliance**: Proofpoint Enterprise Archive 27%, Smarsh Enterprise Archive 23%, Global Relay 14%, Jatheon 9%, Mimecast Cloud Archive 9% **compliance-automation**: Vanta 37%, Drata 26%, Hyperproof 9%, AuditBoard 7%, ZenGRC 5% **container-and-kubernetes-security**: Prisma Cloud 25%, Aqua Security 22%, Sysdig Secure 22%, Docker Business 5%, Wiz 5% **content-delivery-networks**: Cloudflare 46%, Akamai 31%, BlazingCDN 12%, Fastly 6%, Amazon CloudFront 4% **customer-identity-and-access-management**: Auth0 47%, Microsoft Entra External ID 10%, FusionAuth 6%, Ping Identity 6%, Frontegg 4% **cyber-risk-quantification**: SAFE Security 56%, RiskLens 9%, Axio 7%, SAFE One 7%, Axio360 2% **data-catalogs-and-governance**: Collibra 41%, Atlan 28%, Alation 15%, Microsoft Purview 6%, OpenMetadata 4% **data-center-infrastructure-management**: Schneider Electric EcoStruxure IT 18%, Sunbird dcTrack 18%, Nlyte DCIM 16%, Sunbird DCIM 10%, Sunbird 8% **data-center-networking**: Arista Networks 34%, Cisco Nexus 11%, Juniper Networks 11%, Cisco 9%, Arista EOS 5% **data-loss-prevention**: Microsoft Purview DLP 57%, Forcepoint DLP 15%, Symantec Data Loss Prevention 7%, Cyberhaven 6%, Netskope DLP 4% **data-masking-and-test-data**: Delphix 27%, Informatica Intelligent Data Management Cloud 10%, Perforce Delphix 10%, K2View Test Data Management 8%, DataMasque 6% **data-quality-and-observability**: Monte Carlo 41%, Acceldata 10%, Informatica Data Quality 8%, Informatica Intelligent Data Management Cloud 8%, Ataccama ONE 4% **data-security-posture-management**: BigID 22%, Varonis Data Security Platform 22%, Cyera 18%, Microsoft Purview 14%, Forcepoint DSPM 4% **data-virtualization**: Denodo 86%, TIBCO Data Virtualization 5%, CData Virtuality 2%, Dremio 2%, IBM Data Virtualization 2% **data-warehouses**: Snowflake 62%, Google BigQuery 19%, Amazon Redshift 12%, Microsoft Fabric / Azure Synapse 2%, Microsoft Fabric Data Warehouse 2% **ddi-and-ipam**: Infoblox 24%, BlueCat Integrity 15%, Infoblox NIOS 15%, Infoblox Universal DDI 13%, Infoblox IPAM 7% **ddos-protection**: Cloudflare 57%, Akamai Prolexic 26%, Cloudflare Magic Transit 6%, Imperva DDoS Protection 6%, Cloudflare Enterprise with DDoS protection 2% **deception-technology**: Acalvio ShadowPlex 47%, Thinkst Canary 10%, Attivo Networks ThreatDefend 6%, Rapid7 Incident Command 6%, Zscaler Deception 6% **digital-employee-experience**: Nexthink Infinity 44%, TeamViewer DEX 13%, Workhuman 4%, dYdX 4%, 0x 2% **digital-risk-protection**: ZeroFox 29%, Recorded Future 17%, CrowdStrike Falcon 8%, Group-IB Digital Risk Protection 8%, BrandShield 4% **dns-filtering**: Cisco Umbrella 43%, DNSFilter 26%, Cisco Secure Access 8%, Cisco Secure Access – DNS Defense 4%, Cloudflare Gateway 4% **dynamic-application-security-testing**: Invicti 62%, Burp Suite DAST 12%, Burp Suite 4%, HCL AppScan 4%, Veracode DAST 4% **edi-platforms**: Cleo Integration Cloud 40%, Orderful 14%, IBM Sterling B2B Integrator 12%, IBM Sterling B2B Integration 6%, Boomi B2B/EDI Management 4% **email-security**: Proofpoint Email Protection 48%, Microsoft Defender for Office 365 29%, Abnormal AI 10%, Mimecast Email Security 8%, Google Workspace 2% **embedded-analytics**: GoodData 16%, Sisense 13%, Embeddable 11%, Looker 11%, Microsoft Power BI Embedded 11% **endpoint-detection-and-response**: CrowdStrike Falcon Insight 52%, Microsoft Defender for Endpoint 29%, SentinelOne Singularity 11%, CrowdStrike 4%, Huntress Managed EDR 2% **endpoint-protection**: Microsoft Defender for Endpoint 44%, CrowdStrike Falcon 35%, SentinelOne Singularity 7%, Microsoft Defender 6%, CrowdStrike 4% **enterprise-ai-assistants**: Microsoft 365 Copilot 40%, ChatGPT 22%, Glean 10%, Amazon Q 8%, Aisera 2% **enterprise-architecture-tools**: SAP LeanIX 43%, Ardoq 21%, LeanIX 10%, Essential Cloud 5%, Bizzdesign Horizzon 3% **enterprise-browsers**: Island Enterprise Browser 35%, Google Password Manager 33%, Microsoft Edge for Business 18%, Chrome Enterprise Core 4%, Netskope One Enterprise Browser 4% **enterprise-storage-systems**: Pure Storage FlashArray 42%, NetApp AFF 21%, NetApp ONTAP 12%, Dell PowerStore 7%, Infinidat InfiniBox 5% **error-and-crash-monitoring**: Sentry 75%, Rollbar 16%, Dynatrace 2%, Honeybadger 2%, Sauce Labs 2% **etl-and-elt**: Fivetran 49%, Integrate.io 27%, Informatica Intelligent Data Management Cloud 4%, Informatica PowerCenter 4%, Matillion 4% **extended-detection-and-response**: Microsoft Defender XDR 44%, CrowdStrike Falcon Insight XDR 36%, Stellar Cyber Open XDR 6%, Palo Alto Networks Cortex XDR 4%, ESET XDR 2% **feature-flags**: LaunchDarkly 63%, ConfigCat 12%, Unleash 12%, Statsig 4%, ConfigCat's Hosted Plan 2% **grc-platforms**: MetricStream 24%, ServiceNow Integrated Risk Management 12%, Vanta 8%, Drata 6%, OneTrust GRC 6% **identity-governance**: SailPoint Identity Security Cloud 54%, Microsoft Entra ID Governance 21%, Saviynt Enterprise Identity Cloud 9%, Lumos 4%, Okta Identity Governance 4% **identity-threat-detection-and-response**: Microsoft Defender for Identity 38%, CrowdStrike Falcon Identity Protection 23%, Microsoft Entra ID 8%, Silverfort ITDR 6%, CrowdStrike 4% **identity-verification**: Sumsub 17%, Jumio 15%, Persona 13%, Trulioo 11%, iDenfy 9% **incident-management-and-on-call**: PagerDuty 57%, incident.io 18%, Jira Service Management 8%, ServiceNow ITSM 8%, Opsgenie 4% **infrastructure-as-code**: Terraform 53%, OpenTofu 15%, Pulumi 10%, AWS CloudFormation 5%, Spacelift 5% **infrastructure-monitoring**: Datadog 41%, Dynatrace 24%, Netdata 14%, New Relic 6%, Splunk Observability Cloud 4% **insider-risk-management**: Microsoft Purview Insider Risk Management 44%, DTEX Systems 12%, DTEX InTERCEPT 8%, Varonis Data Security Platform 6%, Above Security 4% **intelligent-document-processing**: ABBYY Vantage 43%, UiPath Document Understanding 13%, Rossum 9%, Hyperscience Hypercell 4%, Microsoft Entra ID 4% **internal-developer-portals**: Port 25%, Backstage 22%, Palo Alto Networks Cortex Cloud 10%, Roadie 10%, Red Hat Developer Hub 8% **it-asset-management**: ServiceNow IT Asset Management 56%, Flexera One IT Asset Management 11%, InvGate Asset Management 9%, Lansweeper 9%, Atera 2% **it-documentation**: Confluence 21%, Atlassian Confluence 17%, ServiceNow 13%, Hudu 8%, IT Glue 8% **it-financial-management**: IBM Apptio 29%, IBM Apptio Cloudability 20%, ServiceNow IT Financial Management 13%, Flexera One 7%, MagicOrange 4% **it-service-management**: ServiceNow ITSM 65%, Jira Service Management 13%, Freshservice 9%, HaloITSM 9%, Jira Service Management Data Center 2% **llm-gateways-and-observability**: LiteLLM 26%, Portkey 26%, Bifrost 15%, Kong AI Gateway 6%, Arize AX 4% **load-balancers**: F5 BIG-IP 40%, HAProxy 12%, Cloudflare Load Balancing 6%, Loadbalancer.org Enterprise ADC 6%, F5 BIG-IP Local Traffic Manager 4% **log-management**: Splunk 46%, Datadog Log Management 26%, Elastic Stack 4%, Graylog 4%, New Relic Logs 4% **managed-detection-and-response**: CrowdStrike Falcon Complete 35%, Arctic Wolf Managed Detection and Response 18%, Expel MDR 9%, CrowdStrike 7%, Rapid7 MDR 5% **managed-dns**: Cloudflare DNS 60%, IBM NS1 Connect 9%, Amazon Route 53 7%, Akamai Edge DNS 4%, Cloudflare Foundation DNS 4% **managed-file-transfer**: IBM Sterling Secure File Transfer 16%, Cleo Integration Cloud 14%, GoAnywhere MFT 10%, Files.com 8%, JSCAPE MFT Server 8% **managed-kubernetes-platforms**: Google Kubernetes Engine 31%, Amazon EKS 25%, Azure Kubernetes Service 19%, Google Kubernetes Engine Enterprise 6%, Red Hat OpenShift 6% **managed-relational-databases**: Amazon Aurora 26%, Azure SQL Database 24%, Amazon RDS 20%, Google Cloud SQL 9%, Azure SQL Managed Instance 4% **master-data-management**: Informatica MDM 43%, Profisee MDM 17%, Semarchy xDM 11%, SAP Master Data Governance 7%, Reltio 6% **microsegmentation**: Illumio Segmentation 56%, Akamai Guardicore Segmentation 15%, Elisity 7%, Illumio Core 7%, ColorTokens Xshield 3% **microsoft-365-management**: CoreView 31%, Rencore Governance 11%, Microsoft Purview 7%, Orchestry 7%, ShareGate 7% **ml-platforms**: Databricks Mosaic AI 44%, Amazon SageMaker 13%, Azure Machine Learning 11%, Domino Data Lab 9%, DataRobot 7% **multi-factor-authentication**: Microsoft Entra ID 41%, Okta Verify 33%, Cisco Duo 16%, Microsoft Authenticator 3%, Entra 2% **network-access-control**: Cisco Identity Services Engine 31%, Cisco ISE 20%, Portnox Cloud 18%, HPE Aruba ClearPass 8%, Aruba ClearPass 6% **network-detection-and-response**: Vectra AI 17%, Darktrace 13%, ExtraHop Reveal 9%, Cisco Secure Network Analytics 6%, Corelight Open NDR 6% **network-monitoring-and-management**: SolarWinds Network Performance Monitor 16%, Cisco Catalyst Center 15%, LogicMonitor 15%, Auvik 5%, Kentik 5% **next-generation-firewalls**: Fortinet FortiGate 37%, Palo Alto Networks NGFW 35%, Palo Alto Networks VM-Series 5%, Check Point Quantum 4%, Cisco Secure Firewall 4% **non-human-identity-management**: CyberArk Identity Security Platform 20%, Aembit 8%, HashiCorp Vault 8%, SailPoint Machine Identity Security 6%, Venafi 6% **nosql-databases**: MongoDB 56%, Amazon DynamoDB 16%, Azure Cosmos DB 7%, Couchbase 7%, Apache Cassandra 4% **object-storage**: Amazon S3 44%, Wasabi Object Storage 23%, Cloudflare R2 8%, Azure Blob Storage 6%, Google Cloud Storage 4% **observability-platforms**: Datadog 37%, Dynatrace 22%, New Relic 12%, groundcover 12%, Splunk Observability Cloud 6% **ot-and-iot-security**: Claroty xDome 35%, Nozomi Networks Guardian 22%, Microsoft Defender for IoT 15%, Dragos Platform 9%, Armis Centrix 6% **patch-management**: Microsoft Intune 17%, Automox 15%, NinjaOne Autonomous Patch Management 15%, ManageEngine Patch Manager Plus 10%, Action1 7% **penetration-testing-as-a-service**: NetSPI 46%, Synack 23%, Cobalt 12%, BreachLock 6%, Bishop Fox 4% **privileged-access-management**: CyberArk Privileged Access Manager 56%, ManageEngine PAM360 12%, BeyondTrust 10%, Delinea Secret Server 8%, Idira 4% **process-mining**: Celonis Process Intelligence Platform 67%, Microsoft Power Automate Process Mining 20%, SAP Signavio Process Intelligence 7%, IBM Process Mining 4%, SAP Process Mining by Celonis 2% **proxy-networks**: Bright Data 42%, Oxylabs 42%, Cloudflare One 4%, Decodo 2%, Forcepoint Web Security 2% **remote-monitoring-and-management**: NinjaOne 48%, Atera 17%, ConnectWise Automate 9%, Microsoft Intune 9%, N-able N-central 9% **remote-support-and-remote-access**: Splashtop Remote Support 27%, BeyondTrust Remote Support 25%, TeamViewer 9%, Microsoft Azure Virtual Desktop 7%, LogMeIn Rescue 5% **robotic-process-automation**: UiPath 58%, Microsoft Power Automate 22%, Automation Anywhere 11%, Blue Prism 4%, SS&C Blue Prism 4% **saas-management-platforms**: Zylo 59%, BetterCloud 9%, Torii 9%, Zluri 6%, Flexera One 4% **saas-security-posture-management**: AppOmni 40%, CrowdStrike Falcon Shield 8%, Microsoft Defender for Cloud Apps 6%, Obsidian Security 6%, Adaptive Shield 4% **sase-platforms**: Palo Alto Networks Prisma SASE 26%, Zscaler Zero Trust Exchange 22%, Cloudflare One 18%, Cato Networks 12%, Cato SASE Cloud 6% **sd-wan**: Cisco Catalyst SD-WAN 50%, Fortinet Secure SD-WAN 28%, Cato SASE Cloud 9%, Cisco 4%, HPE Aruba EdgeConnect 4% **secrets-management**: HashiCorp Vault 61%, Infisical 6%, AWS Secrets Manager 4%, Akeyless 4%, CyberArk Secrets Manager 4% **secure-code-training**: Secure Code Warrior 33%, SecureFlag 22%, Security Journey 18%, SafeStack Academy 4%, Secure Code Warrior Learning Platform 4% **security-awareness-training**: KnowBe4 74%, Hoxhunt 14%, Proofpoint ZenGuide 4%, DefendWise 2%, Living Security 2% **server-virtualization-platforms**: Nutanix AHV 37%, VMware vSphere 24%, Microsoft Hyper-V 11%, Nutanix Cloud Infrastructure 4%, VMware vSphere Foundation 4% **siem-platforms**: Microsoft Sentinel 41%, Splunk Enterprise Security 26%, Google Security Operations 9%, Exabeam 6%, IBM QRadar 6% **soar-platforms**: Cortex XSOAR 41%, Splunk SOAR 16%, Tines 12%, Microsoft Sentinel 6%, Swimlane Turbine 6% **software-composition-analysis**: Black Duck 23%, Sonatype Lifecycle 21%, Mend.io 14%, Trivy 9%, OWASP Dependency-Track 5% **source-control-hosting**: GitHub 54%, GitLab 30%, Azure DevOps 4%, Bitbucket 4%, Assembla 2% **static-application-security-testing**: Checkmarx One 54%, Veracode Static Analysis 13%, SonarQube 9%, Semgrep 4%, Snyk Code 4% **streaming-platforms**: Confluent Cloud 61%, Apache Kafka 9%, Redpanda 9%, Aiven for Apache Kafka 6%, Amazon MSK 4% **telemetry-pipelines**: Cribl Stream 44%, OpenTelemetry Collector 28%, Dynatrace 6%, Vector 4%, groundcover 4% **third-party-risk-management**: OneTrust Third-Party Risk Management 19%, ProcessUnity 19%, Bitsight 13%, UpGuard 9%, Whistic 6% **threat-intelligence-platforms**: Recorded Future Intelligence Cloud 73%, Anomali ThreatStream 6%, Flare 4%, ThreatConnect 4%, CrowdStrike Falcon Intelligence 2% **time-series-databases**: TimescaleDB 47%, InfluxDB 17%, VictoriaMetrics 15%, QuestDB 8%, Amazon Timestream 3% **unified-endpoint-management**: Microsoft Intune 85%, Omnissa Workspace ONE 10%, Hexnode UEM 2%, ManageEngine Mobile Device Manager Plus 2% **vector-databases**: Pinecone 59%, Milvus 9%, Qdrant 9%, Weaviate 7%, pgvector 7% **video-conferencing**: Microsoft 57%, Zoom Workplace 23%, Cisco Webex 13%, WebEx 8% **virtual-desktops**: Citrix DaaS 28%, Azure Virtual Desktop 23%, Microsoft Azure Virtual Desktop 18%, Windows 365 16%, Microsoft Windows 365 7% **vulnerability-management-platforms**: Qualys VMDR 32%, Tenable Vulnerability Management 32%, Tenable One 13%, Microsoft Defender Vulnerability Management 8%, Rapid7 InsightVM 8% **web-application-firewalls**: Cloudflare WAF 59%, Akamai App & API Protector 16%, Imperva Cloud WAF 8%, F5 BIG-IP Advanced WAF 4%, Fastly Next-Gen WAF 4% **website-and-synthetic-monitoring**: Dynatrace 24%, Datadog Synthetic Monitoring 18%, Uptime.com 18%, UptimeRobot 16%, Hyperping 6% **workflow-orchestration**: Apache Airflow 26%, Prefect 13%, Camunda 9%, Dagster 9%, Temporal 9% **workforce-identity-and-sso**: Microsoft Entra ID 49%, Okta Workforce Identity 44%, Ping Identity 3%, OneLogin 2%, Saviynt 2% **zero-trust-network-access**: Zscaler Private Access 53%, Cloudflare One 12%, Palo Alto Networks Prisma Access 11%, Microsoft Entra Private Access 5%, Zscaler Zero Trust Exchange 5% ## Anti-recommendations Products most often labeled soft or hard negative, with the number of models that did so at least once in the category, and the share of that product's labels in the category that were negative. A high negative share on a product with few labels is a warning; a low share on a product with many labels is salience, not sentiment. - **ai-coding-assistants**: GitHub Copilot (10 models, 5 hard; 10 of 83 labels negative), Cursor (10 models, 2 hard; 24 of 50 labels negative), Amazon Q Developer (7 models, 2 hard; 8 of 50 labels negative), Claude Code (7 models, 1 hard; 10 of 24 labels negative) - **ai-governance-platforms**: OneTrust AI Governance (7 models; 7 of 50 labels negative), Collibra (6 models; 7 of 15 labels negative), Credo AI (5 models; 5 of 47 labels negative), Holistic AI (4 models, 1 hard; 5 of 32 labels negative) - **ai-it-support-agents**: Zendesk AI Agents (6 models, 2 hard; 8 of 30 labels negative), Intercom Fin (4 models, 3 hard; 5 of 6 labels negative), ServiceNow Now Assist (4 models, 1 hard; 5 of 50 labels negative), Aisera (4 models; 4 of 24 labels negative) - **ai-security-platforms**: Darktrace (5 models, 3 hard; 6 of 14 labels negative), Prophet Security (5 models, 2 hard; 5 of 5 labels negative), Microsoft Sentinel (4 models, 3 hard; 4 of 8 labels negative), Vectra AI (4 models, 1 hard; 4 of 8 labels negative) - **ai-soc-agents**: 7AI (2 models, 1 hard; 2 of 9 labels negative), Arctic Wolf (2 models, 1 hard; 2 of 5 labels negative), Microsoft Security Copilot (2 models, 1 hard; 2 of 21 labels negative), Palo Alto Networks Cortex XSIAM (2 models, 1 hard; 2 of 18 labels negative) - **aiops-platforms**: Datadog (10 models, 4 hard; 11 of 40 labels negative), Dynatrace (8 models, 4 hard; 11 of 59 labels negative), New Relic (6 models, 2 hard; 6 of 22 labels negative), BigPanda (6 models; 6 of 49 labels negative) - **api-gateways**: Amazon API Gateway (12 models, 3 hard; 28 of 62 labels negative), Apigee (10 models, 3 hard; 16 of 67 labels negative), Azure API Management (8 models, 1 hard; 10 of 48 labels negative), Kong Gateway (7 models, 1 hard; 9 of 69 labels negative) - **api-management**: Amazon API Gateway (11 models, 5 hard; 27 of 50 labels negative), Apigee (11 models, 4 hard; 15 of 70 labels negative), Azure API Management (9 models, 1 hard; 12 of 56 labels negative), Kong Gateway (8 models, 1 hard; 12 of 66 labels negative) - **api-security-platforms**: Akamai API Security (6 models; 7 of 58 labels negative), Kong Gateway (5 models; 5 of 10 labels negative), Apigee (4 models; 5 of 11 labels negative), Imperva API Security (4 models; 4 of 26 labels negative) - **application-performance-monitoring**: Datadog APM (12 models, 3 hard; 23 of 73 labels negative), Dynatrace (12 models, 3 hard; 13 of 69 labels negative), New Relic (10 models, 1 hard; 13 of 64 labels negative), AppDynamics (8 models, 4 hard; 12 of 49 labels negative) - **application-security-posture-management**: ArmorCode (6 models, 2 hard; 8 of 45 labels negative), Checkmarx One (6 models, 1 hard; 6 of 37 labels negative), Snyk (5 models, 1 hard; 8 of 18 labels negative), Wiz (4 models; 5 of 20 labels negative) - **application-shielding**: OneSpan (5 models, 2 hard; 5 of 10 labels negative), Appdome (5 models; 5 of 54 labels negative), Guardsquare DexGuard / iXGuard (3 models, 1 hard; 3 of 39 labels negative), ProGuard (3 models; 3 of 3 labels negative) - **artifact-and-container-registries**: Docker Hub (12 models, 8 hard; 14 of 17 labels negative), JFrog Artifactory (8 models, 3 hard; 9 of 65 labels negative), GitHub Packages (8 models, 2 hard; 10 of 23 labels negative), Azure Container Registry (5 models; 6 of 31 labels negative) - **attack-surface-management**: Censys ASM (8 models, 1 hard; 11 of 18 labels negative), CyCognito (6 models, 1 hard; 8 of 39 labels negative), Cortex Xpanse (6 models; 8 of 53 labels negative), Microsoft Defender External Attack Surface Management (5 models, 2 hard; 9 of 47 labels negative) - **backup-and-disaster-recovery**: Veeam Data Platform (6 models; 6 of 51 labels negative), Dropbox (5 models, 5 hard; 5 of 5 labels negative), Commvault (4 models; 4 of 49 labels negative), Rubrik Security Cloud (4 models; 6 of 47 labels negative) - **bot-management**: Akamai Bot Manager (7 models; 9 of 61 labels negative), Cloudflare Bot Management (4 models; 4 of 60 labels negative), Imperva Advanced Bot Protection (4 models; 5 of 44 labels negative), AWS WAF + Bot Control (3 models, 2 hard; 3 of 6 labels negative) - **breach-and-attack-simulation**: AttackIQ (8 models; 8 of 59 labels negative), Cymulate (8 models; 10 of 58 labels negative), SafeBreach (8 models; 8 of 57 labels negative), Mandiant Security Validation (3 models, 2 hard; 3 of 15 labels negative) - **business-continuity-management**: Fusion Risk Management (11 models, 2 hard; 15 of 53 labels negative), MetricStream Business Continuity Management (9 models, 2 hard; 10 of 23 labels negative), Archer (7 models, 3 hard; 9 of 14 labels negative), Everbridge 360 (7 models, 2 hard; 8 of 27 labels negative) - **business-password-managers**: LastPass (13 models, 17 hard; 25 of 37 labels negative), Dashlane (8 models, 1 hard; 10 of 51 labels negative), NordPass (5 models, 2 hard; 6 of 22 labels negative), 1Password (4 models, 2 hard; 4 of 65 labels negative) - **business-phone-systems**: Avaya (11 models, 9 hard; 11 of 13 labels negative), Mitel (8 models, 8 hard; 8 of 11 labels negative), NEC (8 models, 8 hard; 8 of 8 labels negative), Panasonic (5 models, 5 hard; 5 of 5 labels negative) - **certificate-lifecycle-management**: Venafi (10 models, 1 hard; 15 of 41 labels negative), Sectigo Certificate Manager (7 models; 8 of 53 labels negative), AppViewX CERT+ (5 models; 6 of 38 labels negative), DigiCert Trust Lifecycle Manager (5 models; 7 of 34 labels negative) - **ci-cd-platforms**: Jenkins (14 models, 6 hard; 33 of 62 labels negative), CircleCI (11 models, 5 hard; 20 of 45 labels negative), GitHub Actions (11 models, 3 hard; 18 of 65 labels negative), GitLab CI/CD (8 models; 10 of 76 labels negative) - **client-side-protection**: Reflectiz (7 models, 3 hard; 7 of 27 labels negative), Jscrambler Webpage Integrity (6 models, 4 hard; 7 of 28 labels negative), Source Defense (6 models, 3 hard; 6 of 24 labels negative), HUMAN Security (5 models, 3 hard; 5 of 14 labels negative) - **cloud-cost-management**: VMware Tanzu CloudHealth (9 models, 4 hard; 10 of 42 labels negative), AWS Cost Explorer (8 models; 10 of 19 labels negative), IBM Apptio Cloudability (6 models, 1 hard; 7 of 68 labels negative), Google Cloud Billing (6 models; 7 of 10 labels negative) - **cloud-hosting**: DigitalOcean Droplets (8 models, 2 hard; 8 of 13 labels negative), Amazon Web Services (8 models; 9 of 68 labels negative), Google Cloud (8 models; 8 of 62 labels negative), Oracle Cloud Infrastructure (7 models, 2 hard; 8 of 33 labels negative) - **cloud-native-application-protection**: Wiz (9 models; 14 of 69 labels negative), Microsoft Defender for Cloud (7 models, 1 hard; 7 of 51 labels negative), Prisma Cloud (6 models, 2 hard; 8 of 43 labels negative), Orca Security (6 models; 6 of 43 labels negative) - **cloud-security-posture-management**: Microsoft Defender for Cloud (11 models; 13 of 59 labels negative), Wiz (9 models, 2 hard; 10 of 66 labels negative), Prisma Cloud (8 models, 3 hard; 9 of 63 labels negative), Orca Security (4 models, 1 hard; 4 of 52 labels negative) - **colocation-providers**: Equinix (4 models; 4 of 57 labels negative), ColoCrossing (3 models, 3 hard; 3 of 3 labels negative), Cyxtera Technologies (3 models, 2 hard; 3 of 7 labels negative), INAP (2 models, 2 hard; 2 of 2 labels negative) - **communications-apis**: Twilio (11 models, 3 hard; 14 of 72 labels negative), MessageBird (2 models, 2 hard; 2 of 11 labels negative), Plivo (2 models, 1 hard; 2 of 22 labels negative), Telnyx (2 models; 2 of 24 labels negative) - **communications-archiving-and-compliance**: Smarsh Enterprise Archive (7 models, 3 hard; 9 of 58 labels negative), Veritas Enterprise Vault (6 models, 3 hard; 6 of 14 labels negative), Google Vault (6 models, 1 hard; 7 of 11 labels negative), Microsoft Purview (6 models, 1 hard; 9 of 29 labels negative) - **compliance-automation**: Drata (9 models, 4 hard; 12 of 59 labels negative), Vanta (8 models, 4 hard; 11 of 67 labels negative), Secureframe (7 models, 2 hard; 8 of 32 labels negative), Sprinto (5 models, 1 hard; 5 of 14 labels negative) - **container-and-kubernetes-security**: Prisma Cloud (8 models, 1 hard; 13 of 69 labels negative), Aqua Security (6 models, 2 hard; 8 of 65 labels negative), Snyk Container (6 models; 8 of 32 labels negative), Trivy (6 models; 7 of 18 labels negative) - **content-delivery-networks**: Fastly (9 models; 11 of 64 labels negative), Bunny.net (8 models, 5 hard; 10 of 17 labels negative), Amazon CloudFront (8 models, 1 hard; 13 of 67 labels negative), Cloudflare (8 models; 8 of 66 labels negative) - **customer-identity-and-access-management**: Auth0 (10 models, 1 hard; 11 of 73 labels negative), ForgeRock (9 models, 1 hard; 9 of 18 labels negative), Amazon Cognito (8 models, 1 hard; 10 of 23 labels negative), Ping Identity (7 models, 1 hard; 7 of 49 labels negative) - **cyber-risk-quantification**: Archer (2 models, 1 hard; 2 of 5 labels negative), CyberSaint CyberStrong (2 models, 1 hard; 2 of 17 labels negative), OneTrust (2 models, 1 hard; 2 of 3 labels negative), Open FAIR (1 model, 1 hard; 1 of 1 labels negative) - **data-catalogs-and-governance**: Informatica Intelligent Data Management Cloud (13 models, 3 hard; 16 of 38 labels negative), Collibra (12 models, 1 hard; 16 of 67 labels negative), Alation (10 models, 1 hard; 11 of 54 labels negative), Microsoft Purview (8 models, 3 hard; 9 of 47 labels negative) - **data-center-infrastructure-management**: openDCIM (7 models, 3 hard; 7 of 9 labels negative), Nlyte DCIM (7 models; 9 of 53 labels negative), Vertiv Trellis (6 models, 9 hard; 9 of 21 labels negative), Hyperview (5 models; 5 of 18 labels negative) - **data-center-networking**: Cisco (8 models; 8 of 24 labels negative), Cisco Nexus (5 models, 2 hard; 7 of 19 labels negative), VMware NSX (5 models, 2 hard; 5 of 10 labels negative), Cisco ACI (5 models, 1 hard; 6 of 13 labels negative) - **data-loss-prevention**: Symantec Data Loss Prevention (11 models, 8 hard; 22 of 63 labels negative), Forcepoint DLP (10 models, 3 hard; 13 of 68 labels negative), Microsoft Purview DLP (8 models; 8 of 71 labels negative), Trellix DLP (7 models, 2 hard; 7 of 19 labels negative) - **data-masking-and-test-data**: Delphix (10 models, 1 hard; 12 of 39 labels negative), Informatica Intelligent Data Management Cloud (6 models, 1 hard; 7 of 29 labels negative), Microsoft SQL Server Dynamic Data Masking (4 models, 2 hard; 4 of 4 labels negative), AWS (4 models; 4 of 4 labels negative) - **data-quality-and-observability**: Datadog (8 models, 3 hard; 10 of 21 labels negative), Monte Carlo (8 models; 10 of 54 labels negative), Anomalo (6 models, 1 hard; 7 of 26 labels negative), New Relic (5 models, 2 hard; 6 of 8 labels negative) - **data-security-posture-management**: BigID (4 models, 2 hard; 4 of 45 labels negative), Cyera (4 models, 2 hard; 4 of 37 labels negative), Wiz (4 models, 2 hard; 5 of 19 labels negative), Sentra (3 models, 1 hard; 3 of 20 labels negative) - **data-virtualization**: TIBCO Data Virtualization (8 models, 3 hard; 9 of 39 labels negative), Denodo (6 models; 6 of 72 labels negative), Dremio (4 models, 1 hard; 4 of 28 labels negative), Apache Drill (3 models, 2 hard; 3 of 3 labels negative) - **data-warehouses**: Amazon Redshift (11 models, 2 hard; 13 of 73 labels negative), Google BigQuery (10 models; 13 of 78 labels negative), Snowflake (10 models; 17 of 75 labels negative), Azure Synapse Analytics (8 models, 3 hard; 8 of 38 labels negative) - **ddi-and-ipam**: SolarWinds IP Address Manager (7 models, 4 hard; 9 of 22 labels negative), BIND (5 models, 5 hard; 5 of 5 labels negative), Infoblox (5 models; 6 of 37 labels negative), BlueCat Integrity (4 models; 5 of 60 labels negative) - **ddos-protection**: AWS Shield (8 models, 1 hard; 9 of 66 labels negative), Azure DDoS Protection (6 models, 1 hard; 6 of 38 labels negative), Akamai Prolexic (6 models; 6 of 68 labels negative), Sucuri (2 models, 2 hard; 2 of 2 labels negative) - **deception-technology**: Proofpoint Shadow (5 models, 1 hard; 5 of 9 labels negative), Zscaler Deception (5 models; 6 of 24 labels negative), Illusive Networks (4 models; 5 of 18 labels negative), CounterCraft (3 models, 1 hard; 3 of 17 labels negative) - **digital-employee-experience**: Uniswap (6 models, 2 hard; 7 of 19 labels negative), PancakeSwap (3 models, 1 hard; 5 of 5 labels negative), Curve (3 models; 4 of 8 labels negative), Drift Protocol (2 models, 2 hard; 2 of 2 labels negative) - **digital-risk-protection**: ZeroFox (7 models, 1 hard; 8 of 49 labels negative), Recorded Future (6 models; 9 of 53 labels negative), Group-IB Digital Risk Protection (5 models, 1 hard; 5 of 26 labels negative), CrowdStrike (2 models; 2 of 5 labels negative) - **dns-filtering**: Cisco Umbrella (9 models, 2 hard; 10 of 59 labels negative), Google Public DNS (5 models, 3 hard; 5 of 5 labels negative), Quad9 (5 models, 3 hard; 5 of 7 labels negative), NextDNS (5 models, 2 hard; 5 of 9 labels negative) - **dynamic-application-security-testing**: Burp Suite (10 models, 3 hard; 12 of 23 labels negative), OWASP ZAP (9 models, 2 hard; 16 of 21 labels negative), Invicti (6 models; 6 of 63 labels negative), Acunetix (5 models; 8 of 23 labels negative) - **edi-platforms**: SPS Commerce (10 models, 4 hard; 13 of 35 labels negative), OpenText Trading Grid (7 models, 3 hard; 9 of 38 labels negative), TrueCommerce EDI (7 models, 1 hard; 8 of 32 labels negative), Axway B2B Integration (5 models, 1 hard; 5 of 8 labels negative) - **email-security**: Mimecast Email Security (8 models, 1 hard; 10 of 66 labels negative), Proofpoint Email Protection (6 models; 7 of 71 labels negative), Barracuda Email Protection (5 models, 2 hard; 5 of 20 labels negative), Barracuda Email Security Gateway (3 models, 3 hard; 3 of 3 labels negative) - **embedded-analytics**: Tableau (10 models, 4 hard; 17 of 29 labels negative), Looker (10 models, 3 hard; 15 of 43 labels negative), Microsoft Power BI Embedded (9 models, 1 hard; 11 of 32 labels negative), ThoughtSpot Embedded (8 models, 3 hard; 13 of 38 labels negative) - **endpoint-detection-and-response**: CrowdStrike Falcon Insight (7 models, 1 hard; 8 of 61 labels negative), SentinelOne Singularity (6 models, 1 hard; 7 of 71 labels negative), Sophos Intercept X (4 models, 2 hard; 4 of 25 labels negative), Trellix EDR (4 models, 1 hard; 4 of 11 labels negative) - **endpoint-protection**: CrowdStrike Falcon (6 models; 8 of 60 labels negative), Trellix Endpoint Security Suite (5 models, 1 hard; 5 of 8 labels negative), Avast Business (4 models, 3 hard; 4 of 4 labels negative), Kaspersky Endpoint Security (4 models, 2 hard; 4 of 5 labels negative) - **enterprise-ai-assistants**: ChatGPT (9 models, 7 hard; 16 of 54 labels negative), Google Gemini (8 models, 5 hard; 9 of 28 labels negative), Claude (7 models, 6 hard; 12 of 31 labels negative), Microsoft Copilot (4 models; 4 of 9 labels negative) - **enterprise-architecture-tools**: Sparx Enterprise Architect (8 models, 5 hard; 10 of 18 labels negative), MEGA HOPEX (7 models, 3 hard; 8 of 25 labels negative), Sparx Systems Enterprise Architect (7 models, 3 hard; 7 of 19 labels negative), Lucidchart (6 models, 4 hard; 6 of 6 labels negative) - **enterprise-browsers**: Brave (10 models, 7 hard; 12 of 15 labels negative), Opera (9 models, 8 hard; 9 of 11 labels negative), Island Enterprise Browser (8 models, 3 hard; 10 of 62 labels negative), Google Password Manager (8 models, 2 hard; 8 of 72 labels negative) - **enterprise-storage-systems**: NetApp AFF (5 models; 5 of 49 labels negative), Dell EqualLogic PS Series (2 models, 2 hard; 2 of 2 labels negative), EMC VMAX (2 models, 2 hard; 2 of 2 labels negative), DDN (2 models; 2 of 3 labels negative) - **error-and-crash-monitoring**: Datadog Error Tracking (11 models, 2 hard; 20 of 67 labels negative), Sentry (10 models, 5 hard; 14 of 76 labels negative), New Relic Errors Inbox (9 models, 1 hard; 12 of 40 labels negative), Rollbar (8 models, 2 hard; 8 of 55 labels negative) - **etl-and-elt**: Talend (10 models, 10 hard; 18 of 48 labels negative), Fivetran (10 models, 2 hard; 18 of 61 labels negative), Informatica PowerCenter (8 models, 5 hard; 9 of 20 labels negative), Informatica Intelligent Data Management Cloud (7 models, 3 hard; 9 of 32 labels negative) - **extended-detection-and-response**: Palo Alto Networks Cortex XDR (10 models, 1 hard; 11 of 54 labels negative), Microsoft Defender XDR (8 models, 1 hard; 8 of 65 labels negative), CrowdStrike Falcon Insight XDR (8 models; 8 of 67 labels negative), Cisco XDR (5 models, 2 hard; 5 of 23 labels negative) - **feature-flags**: LaunchDarkly (12 models, 6 hard; 23 of 78 labels negative), Statsig (8 models, 1 hard; 10 of 42 labels negative), Split (6 models, 3 hard; 9 of 36 labels negative), Unleash (6 models, 2 hard; 7 of 61 labels negative) - **grc-platforms**: Archer (13 models, 2 hard; 22 of 51 labels negative), MetricStream (10 models, 4 hard; 16 of 60 labels negative), ServiceNow Integrated Risk Management (10 models, 2 hard; 18 of 64 labels negative), Drata (6 models; 6 of 27 labels negative) - **identity-governance**: Oracle Identity Governance (10 models, 7 hard; 11 of 22 labels negative), Saviynt Enterprise Identity Cloud (10 models; 12 of 64 labels negative), SailPoint Identity Security Cloud (9 models, 2 hard; 13 of 68 labels negative), Okta Identity Governance (8 models, 2 hard; 11 of 36 labels negative) - **identity-threat-detection-and-response**: CrowdStrike (5 models, 2 hard; 6 of 15 labels negative), Silverfort ITDR (5 models, 1 hard; 5 of 32 labels negative), Microsoft Defender for Identity (5 models; 5 of 41 labels negative), SentinelOne Singularity Identity (4 models; 4 of 21 labels negative) - **identity-verification**: Sumsub (9 models, 7 hard; 9 of 41 labels negative), Persona (8 models, 4 hard; 9 of 41 labels negative), IDMerit (7 models, 7 hard; 7 of 7 labels negative), IDScan.net (6 models, 6 hard; 6 of 6 labels negative) - **incident-management-and-on-call**: Opsgenie (14 models, 25 hard; 32 of 46 labels negative), PagerDuty (13 models; 19 of 74 labels negative), Jira Service Management (10 models, 1 hard; 10 of 35 labels negative), ServiceNow ITSM (9 models, 1 hard; 12 of 45 labels negative) - **infrastructure-as-code**: Terraform (14 models, 3 hard; 26 of 89 labels negative), AWS CloudFormation (12 models; 16 of 53 labels negative), Pulumi (10 models, 2 hard; 16 of 77 labels negative), Ansible (10 models; 11 of 33 labels negative) - **infrastructure-monitoring**: Datadog (13 models, 6 hard; 26 of 73 labels negative), Dynatrace (11 models, 3 hard; 17 of 66 labels negative), Nagios (10 models, 7 hard; 11 of 20 labels negative), Zabbix (10 models, 1 hard; 10 of 28 labels negative) - **insider-risk-management**: Teramind (8 models, 3 hard; 12 of 25 labels negative), Varonis Data Security Platform (6 models; 7 of 37 labels negative), Securonix UEBA (5 models; 6 of 26 labels negative), Veriato (4 models, 3 hard; 4 of 5 labels negative) - **intelligent-document-processing**: Amazon Textract (8 models, 3 hard; 12 of 27 labels negative), UiPath Document Understanding (8 models, 3 hard; 9 of 52 labels negative), Azure AI Document Intelligence (6 models, 1 hard; 8 of 15 labels negative), Google Document AI (6 models, 1 hard; 10 of 29 labels negative) - **internal-developer-portals**: Backstage (13 models, 3 hard; 24 of 62 labels negative), Palo Alto Networks Cortex Cloud (6 models, 1 hard; 9 of 47 labels negative), Port (5 models, 1 hard; 6 of 56 labels negative), Atlassian Compass (4 models, 2 hard; 4 of 21 labels negative) - **it-asset-management**: ServiceNow IT Asset Management (13 models, 2 hard; 18 of 73 labels negative), Snipe-IT (10 models, 8 hard; 12 of 15 labels negative), Asset Panda (6 models, 2 hard; 6 of 10 labels negative), Flexera One IT Asset Management (6 models, 1 hard; 7 of 53 labels negative) - **it-documentation**: Notion (13 models, 6 hard; 24 of 41 labels negative), Confluence (11 models, 1 hard; 13 of 47 labels negative), IT Glue (6 models, 4 hard; 13 of 37 labels negative), Hudu (4 models, 2 hard; 4 of 17 labels negative) - **it-financial-management**: IBM Apptio Cloudability (8 models, 1 hard; 10 of 31 labels negative), IBM Apptio (7 models, 1 hard; 7 of 35 labels negative), ServiceNow IT Financial Management (6 models; 8 of 44 labels negative), VMware Tanzu CloudHealth (6 models; 8 of 16 labels negative) - **it-service-management**: ServiceNow ITSM (11 models, 2 hard; 18 of 76 labels negative), Freshservice (9 models, 3 hard; 10 of 54 labels negative), BMC Helix ITSM (8 models, 4 hard; 12 of 57 labels negative), SolarWinds Service Desk (6 models, 4 hard; 6 of 8 labels negative) - **llm-gateways-and-observability**: LiteLLM (9 models, 5 hard; 11 of 59 labels negative), OpenRouter (9 models, 4 hard; 16 of 30 labels negative), Portkey (6 models, 1 hard; 7 of 52 labels negative), Cloudflare AI Gateway (4 models; 4 of 19 labels negative) - **load-balancers**: F5 BIG-IP (10 models, 4 hard; 12 of 52 labels negative), AWS Elastic Load Balancing (9 models, 5 hard; 11 of 34 labels negative), Azure Load Balancer (6 models, 4 hard; 10 of 26 labels negative), HAProxy (6 models, 2 hard; 8 of 46 labels negative) - **log-management**: Datadog Log Management (12 models, 7 hard; 23 of 65 labels negative), Splunk (12 models, 4 hard; 19 of 68 labels negative), Elastic Stack (7 models, 1 hard; 7 of 52 labels negative), Graylog (4 models, 2 hard; 4 of 23 labels negative) - **managed-detection-and-response**: Sophos MDR (3 models, 1 hard; 3 of 25 labels negative), CrowdStrike Falcon Complete (3 models; 3 of 43 labels negative), Huntress Managed EDR (2 models, 1 hard; 2 of 12 labels negative), Splunk (1 model, 1 hard; 1 of 1 labels negative) - **managed-dns**: Amazon Route 53 (9 models, 3 hard; 13 of 57 labels negative), Google Cloud DNS (7 models, 4 hard; 9 of 34 labels negative), Dyn (5 models, 2 hard; 6 of 13 labels negative), GoDaddy DNS (4 models, 4 hard; 4 of 6 labels negative) - **managed-file-transfer**: Fortra GoAnywhere MFT (7 models, 5 hard; 7 of 23 labels negative), Progress MOVEit Transfer (7 models, 5 hard; 11 of 37 labels negative), MOVEit (6 models, 1 hard; 7 of 10 labels negative), GoAnywhere MFT (5 models, 1 hard; 6 of 30 labels negative) - **managed-kubernetes-platforms**: Amazon EKS (12 models, 2 hard; 18 of 76 labels negative), Google Kubernetes Engine (9 models, 1 hard; 11 of 70 labels negative), Azure Kubernetes Service (9 models; 9 of 70 labels negative), Red Hat OpenShift (8 models; 9 of 56 labels negative) - **managed-relational-databases**: Amazon Aurora (9 models, 5 hard; 13 of 44 labels negative), Azure SQL Database (9 models, 3 hard; 11 of 63 labels negative), PlanetScale (6 models, 4 hard; 6 of 10 labels negative), Amazon RDS (6 models, 1 hard; 7 of 48 labels negative) - **master-data-management**: SAP Master Data Governance (9 models, 3 hard; 13 of 53 labels negative), Informatica MDM (9 models, 2 hard; 19 of 67 labels negative), IBM InfoSphere MDM (6 models, 3 hard; 8 of 23 labels negative), Reltio (5 models, 2 hard; 5 of 44 labels negative) - **microsegmentation**: VMware NSX (10 models, 1 hard; 14 of 42 labels negative), Akamai Guardicore Segmentation (5 models; 6 of 54 labels negative), Illumio Segmentation (4 models; 4 of 58 labels negative), Zscaler Private Access (3 models; 3 of 18 labels negative) - **microsoft-365-management**: Microsoft 365 Admin Center (4 models, 1 hard; 5 of 17 labels negative), ManageEngine M365 Manager Plus (3 models, 2 hard; 3 of 23 labels negative), AvePoint Confidence Platform (3 models; 3 of 30 labels negative), Microsoft 365 Lighthouse (3 models; 3 of 7 labels negative) - **ml-platforms**: Amazon SageMaker (13 models, 4 hard; 19 of 60 labels negative), Google Vertex AI (10 models, 4 hard; 15 of 55 labels negative), Databricks Mosaic AI (10 models, 1 hard; 14 of 60 labels negative), Azure Machine Learning (9 models, 3 hard; 11 of 55 labels negative) - **multi-factor-authentication**: Google Authenticator (6 models, 3 hard; 6 of 7 labels negative), Okta Verify (6 models, 1 hard; 8 of 64 labels negative), RSA SecurID (4 models, 1 hard; 4 of 11 labels negative), Auth0 (3 models, 1 hard; 3 of 6 labels negative) - **network-access-control**: Cisco ISE (7 models, 2 hard; 10 of 30 labels negative), Forescout (5 models, 1 hard; 6 of 35 labels negative), Fortinet FortiNAC (5 models; 5 of 31 labels negative), Aruba ClearPass (4 models, 1 hard; 4 of 20 labels negative) - **network-detection-and-response**: Darktrace (11 models, 1 hard; 15 of 54 labels negative), Vectra AI (8 models; 10 of 49 labels negative), ExtraHop RevealX (7 models; 8 of 37 labels negative), Trellix NDR (5 models, 2 hard; 5 of 15 labels negative) - **network-monitoring-and-management**: Datadog Network Monitoring (11 models, 5 hard; 14 of 45 labels negative), Nagios (11 models, 3 hard; 12 of 22 labels negative), Paessler PRTG Network Monitor (9 models, 6 hard; 12 of 35 labels negative), Zabbix (9 models, 1 hard; 9 of 34 labels negative) - **next-generation-firewalls**: Fortinet FortiGate (8 models, 1 hard; 8 of 66 labels negative), AWS Network Firewall (6 models, 5 hard; 6 of 6 labels negative), Cisco Secure Firewall (6 models, 2 hard; 8 of 50 labels negative), Palo Alto Networks NGFW (6 models; 6 of 54 labels negative) - **non-human-identity-management**: Microsoft Entra ID (7 models, 1 hard; 7 of 13 labels negative), HashiCorp Vault (6 models, 2 hard; 12 of 38 labels negative), CyberArk Identity Security Platform (6 models, 1 hard; 6 of 36 labels negative), Okta (6 models, 1 hard; 6 of 18 labels negative) - **nosql-databases**: MongoDB (14 models, 2 hard; 17 of 75 labels negative), Redis (11 models, 4 hard; 14 of 41 labels negative), Apache Cassandra (8 models; 10 of 43 labels negative), Apache CouchDB (5 models, 4 hard; 5 of 8 labels negative) - **object-storage**: Amazon S3 (11 models, 4 hard; 16 of 63 labels negative), Azure Blob Storage (10 models, 3 hard; 12 of 50 labels negative), Google Cloud Storage (10 models, 3 hard; 11 of 48 labels negative), Wasabi Object Storage (7 models, 5 hard; 9 of 44 labels negative) - **observability-platforms**: Datadog (13 models, 3 hard; 25 of 73 labels negative), New Relic (9 models, 2 hard; 12 of 61 labels negative), Splunk Observability Cloud (8 models, 3 hard; 9 of 37 labels negative), Dynatrace (8 models, 1 hard; 10 of 61 labels negative) - **ot-and-iot-security**: Armis Centrix (8 models, 1 hard; 8 of 44 labels negative), Microsoft Defender for IoT (6 models, 1 hard; 6 of 48 labels negative), Dragos Platform (5 models, 1 hard; 6 of 53 labels negative), Claroty xDome (4 models, 1 hard; 5 of 63 labels negative) - **patch-management**: Windows Server Update Services (8 models, 7 hard; 11 of 13 labels negative), Action1 (5 models, 2 hard; 5 of 27 labels negative), HCL BigFix (5 models, 1 hard; 6 of 33 labels negative), Ivanti Neurons for Patch Management (5 models, 1 hard; 5 of 34 labels negative) - **penetration-testing-as-a-service**: Cobalt (3 models; 4 of 42 labels negative), Bugcrowd (2 models; 2 of 10 labels negative), HackerOne (2 models; 2 of 17 labels negative), BreachLock (1 model; 1 of 25 labels negative) - **privileged-access-management**: CyberArk Privileged Access Manager (12 models, 4 hard; 17 of 71 labels negative), BeyondTrust (10 models, 2 hard; 11 of 68 labels negative), HashiCorp Vault (8 models, 2 hard; 10 of 27 labels negative), One Identity Safeguard (5 models; 6 of 18 labels negative) - **process-mining**: UiPath Process Mining (10 models, 2 hard; 14 of 61 labels negative), SAP Signavio Process Intelligence (10 models, 1 hard; 12 of 66 labels negative), Celonis Process Intelligence Platform (9 models, 2 hard; 11 of 72 labels negative), IBM Process Mining (8 models; 8 of 45 labels negative) - **proxy-networks**: NetNut (5 models, 6 hard; 7 of 24 labels negative), 911 S5 (5 models, 5 hard; 5 of 5 labels negative), Bright Data (5 models, 1 hard; 5 of 60 labels negative), Oxylabs (4 models; 4 of 63 labels negative) - **remote-monitoring-and-management**: Atera (10 models, 6 hard; 11 of 42 labels negative), ConnectWise Automate (10 models, 3 hard; 12 of 36 labels negative), Kaseya VSA (9 models, 5 hard; 11 of 34 labels negative), Datto RMM (8 models, 3 hard; 10 of 39 labels negative) - **remote-support-and-remote-access**: TeamViewer (13 models, 7 hard; 21 of 43 labels negative), AnyDesk (10 models, 4 hard; 14 of 31 labels negative), LogMeIn (6 models, 2 hard; 8 of 10 labels negative), ConnectWise ScreenConnect (6 models; 6 of 32 labels negative) - **robotic-process-automation**: Microsoft Power Automate (11 models; 12 of 66 labels negative), UiPath (10 models; 12 of 76 labels negative), Automation Anywhere (9 models; 10 of 68 labels negative), Blue Prism (8 models; 9 of 24 labels negative) - **saas-management-platforms**: Torii (9 models; 11 of 55 labels negative), Productiv (6 models, 5 hard; 10 of 28 labels negative), Zylo (6 models; 7 of 72 labels negative), BetterCloud (5 models, 1 hard; 6 of 44 labels negative) - **saas-security-posture-management**: AppOmni (7 models, 1 hard; 9 of 58 labels negative), Grip Security (6 models, 2 hard; 6 of 27 labels negative), Adaptive Shield (6 models; 6 of 20 labels negative), Nudge Security (5 models, 2 hard; 6 of 20 labels negative) - **sase-platforms**: Zscaler Zero Trust Exchange (10 models; 13 of 62 labels negative), Fortinet FortiSASE (9 models, 1 hard; 12 of 46 labels negative), Palo Alto Networks Prisma SASE (8 models; 8 of 52 labels negative), Cloudflare One (7 models; 9 of 40 labels negative) - **sd-wan**: Cisco Meraki SD-WAN (8 models, 4 hard; 8 of 17 labels negative), VMware VeloCloud SD-WAN (8 models, 4 hard; 17 of 40 labels negative), Cisco Catalyst SD-WAN (6 models, 1 hard; 9 of 63 labels negative), Peplink (4 models, 4 hard; 4 of 4 labels negative) - **secrets-management**: AWS Secrets Manager (12 models, 3 hard; 19 of 61 labels negative), HashiCorp Vault (10 models, 3 hard; 15 of 82 labels negative), Azure Key Vault (9 models, 2 hard; 11 of 53 labels negative), Google Secret Manager (9 models; 10 of 40 labels negative) - **secure-code-training**: Secure Code Warrior (9 models, 4 hard; 11 of 55 labels negative), Security Journey (5 models, 1 hard; 6 of 48 labels negative), Veracode Security Labs (4 models, 2 hard; 4 of 23 labels negative), SecureFlag (3 models; 3 of 60 labels negative) - **security-awareness-training**: Proofpoint ZenGuide (8 models, 1 hard; 9 of 63 labels negative), KnowBe4 (7 models, 2 hard; 9 of 73 labels negative), Hoxhunt (4 models; 6 of 50 labels negative), MetaCompliance (3 models; 4 of 15 labels negative) - **server-virtualization-platforms**: Proxmox VE (12 models, 1 hard; 24 of 55 labels negative), VMware vSphere (11 models, 4 hard; 20 of 50 labels negative), Oracle VM VirtualBox (9 models, 8 hard; 10 of 10 labels negative), Citrix Hypervisor (9 models, 2 hard; 12 of 21 labels negative) - **siem-platforms**: IBM QRadar (12 models, 9 hard; 19 of 55 labels negative), Microsoft Sentinel (10 models, 1 hard; 12 of 72 labels negative), Splunk Enterprise Security (9 models, 3 hard; 16 of 68 labels negative), LogRhythm (8 models, 5 hard; 9 of 21 labels negative) - **soar-platforms**: Splunk SOAR (12 models, 5 hard; 25 of 73 labels negative), Cortex XSOAR (11 models, 2 hard; 23 of 72 labels negative), IBM QRadar SOAR (8 models, 6 hard; 12 of 41 labels negative), Google Security Operations SOAR (7 models, 3 hard; 8 of 23 labels negative) - **software-composition-analysis**: Snyk Open Source (12 models, 3 hard; 19 of 60 labels negative), OWASP Dependency-Check (9 models, 6 hard; 12 of 19 labels negative), Mend.io (9 models, 1 hard; 12 of 48 labels negative), Black Duck (8 models, 2 hard; 11 of 60 labels negative) - **source-control-hosting**: GitHub (13 models, 1 hard; 20 of 92 labels negative), Bitbucket (10 models, 6 hard; 21 of 75 labels negative), GitLab (8 models, 2 hard; 11 of 82 labels negative), AWS CodeCommit (7 models, 2 hard; 7 of 14 labels negative) - **static-application-security-testing**: SonarQube (11 models, 2 hard; 13 of 45 labels negative), Veracode Static Analysis (10 models, 3 hard; 15 of 64 labels negative), OpenText Fortify (10 models, 2 hard; 13 of 45 labels negative), Semgrep (10 models, 2 hard; 15 of 49 labels negative) - **streaming-platforms**: Apache Kafka (12 models; 16 of 47 labels negative), Azure Event Hubs (10 models, 1 hard; 12 of 44 labels negative), Confluent Cloud (10 models, 1 hard; 12 of 70 labels negative), Apache Pulsar (9 models, 4 hard; 9 of 29 labels negative) - **telemetry-pipelines**: Datadog (6 models, 5 hard; 12 of 31 labels negative), Splunk Observability Cloud (6 models, 2 hard; 9 of 31 labels negative), New Relic (5 models, 4 hard; 6 of 17 labels negative), Logstash (3 models, 1 hard; 3 of 8 labels negative) - **third-party-risk-management**: Archer (9 models, 1 hard; 13 of 33 labels negative), OneTrust Third-Party Risk Management (9 models, 1 hard; 13 of 57 labels negative), SecurityScorecard (7 models, 2 hard; 8 of 31 labels negative), Bitsight (7 models, 1 hard; 9 of 42 labels negative) - **threat-intelligence-platforms**: ThreatConnect (10 models, 3 hard; 13 of 46 labels negative), Recorded Future Intelligence Cloud (9 models, 1 hard; 9 of 68 labels negative), MISP (8 models, 2 hard; 9 of 17 labels negative), Mandiant Threat Intelligence (7 models, 3 hard; 8 of 24 labels negative) - **time-series-databases**: InfluxDB (12 models, 3 hard; 14 of 62 labels negative), Prometheus (10 models, 6 hard; 14 of 30 labels negative), OpenTSDB (9 models, 6 hard; 9 of 10 labels negative), PostgreSQL (7 models, 2 hard; 7 of 7 labels negative) - **unified-endpoint-management**: Omnissa Workspace ONE (11 models, 1 hard; 14 of 71 labels negative), Ivanti Neurons for UEM (7 models, 3 hard; 8 of 48 labels negative), ManageEngine Endpoint Central (6 models, 2 hard; 8 of 42 labels negative), Jamf (6 models; 6 of 52 labels negative) - **vector-databases**: Chroma (11 models, 7 hard; 12 of 23 labels negative), Pinecone (11 models, 5 hard; 19 of 77 labels negative), Milvus (10 models, 2 hard; 13 of 57 labels negative), Weaviate (8 models; 9 of 71 labels negative) - **video-conferencing**: Zoom Workplace (11 models, 2 hard; 16 of 72 labels negative), Google Meet (8 models; 10 of 45 labels negative), Skype for Business (5 models, 3 hard; 5 of 5 labels negative), Cisco Webex (5 models, 1 hard; 7 of 55 labels negative) - **virtual-desktops**: Citrix DaaS (12 models, 3 hard; 15 of 71 labels negative), Amazon WorkSpaces (10 models, 2 hard; 13 of 57 labels negative), Azure Virtual Desktop (9 models; 10 of 44 labels negative), VMware Horizon (7 models, 3 hard; 7 of 28 labels negative) - **vulnerability-management-platforms**: Rapid7 InsightVM (10 models, 3 hard; 13 of 66 labels negative), Tenable Vulnerability Management (10 models, 2 hard; 12 of 57 labels negative), OpenVAS (9 models, 8 hard; 11 of 11 labels negative), Qualys VMDR (9 models, 1 hard; 14 of 67 labels negative) - **web-application-firewalls**: AWS WAF (9 models, 2 hard; 14 of 49 labels negative), Azure WAF (8 models, 2 hard; 9 of 17 labels negative), ModSecurity (6 models, 6 hard; 7 of 8 labels negative), Imperva Cloud WAF (5 models, 1 hard; 7 of 56 labels negative) - **website-and-synthetic-monitoring**: UptimeRobot (9 models, 9 hard; 14 of 39 labels negative), Datadog Synthetic Monitoring (9 models, 4 hard; 13 of 56 labels negative), New Relic Synthetics (7 models, 2 hard; 7 of 33 labels negative), Pingdom (7 models, 2 hard; 11 of 25 labels negative) - **workflow-orchestration**: Zapier (11 models, 8 hard; 13 of 18 labels negative), Apache Airflow (11 models, 2 hard; 15 of 61 labels negative), Microsoft Power Automate (8 models; 9 of 17 labels negative), Make (7 models, 7 hard; 8 of 9 labels negative) - **workforce-identity-and-sso**: Okta Workforce Identity (10 models; 15 of 79 labels negative), Microsoft Entra ID (9 models, 1 hard; 9 of 72 labels negative), OneLogin (8 models, 5 hard; 10 of 22 labels negative), ForgeRock Identity Platform (6 models; 6 of 17 labels negative) - **zero-trust-network-access**: Zscaler Private Access (7 models; 9 of 63 labels negative), Palo Alto Networks Prisma Access (6 models; 6 of 51 labels negative), Tailscale (4 models, 2 hard; 5 of 8 labels negative), Twingate (3 models, 2 hard; 4 of 17 labels negative) ## Leadership and criticism First-choice share and negative label rate are independent, so every product with at least 10 labels in a category is placed on both axes. Cutoffs: leader at 30% or more of first choices, criticized at 25% or more negative labels. An endorsed leader is recommended and not criticized; a criticized default is recommended while the models list its problems; a criticized challenger is named mostly to be warned against. | Category | Product | First-choice share | Negative rate | Labels | Quadrant | |---|---|---|---|---|---| | ai-coding-assistants | GitHub Copilot | 82% | 12% | 83 | endorsed leader | | ai-coding-assistants | Tabnine | 9% | 4% | 46 | accepted challenger | | ai-coding-assistants | Amazon Q Developer | 7% | 16% | 50 | accepted challenger | | ai-coding-assistants | Augment Code | 0% | 7% | 14 | accepted challenger | | ai-coding-assistants | Sourcegraph Cody | 0% | 8% | 12 | accepted challenger | | ai-coding-assistants | Gemini Code Assist | 0% | 15% | 26 | accepted challenger | | ai-coding-assistants | Windsurf | 0% | 25% | 24 | criticized challenger | | ai-coding-assistants | Claude Code | 0% | 42% | 24 | criticized challenger | | ai-coding-assistants | Cursor | 0% | 48% | 50 | criticized challenger | | ai-governance-platforms | IBM watsonx.governance | 22% | 6% | 52 | accepted challenger | | ai-governance-platforms | Credo AI | 20% | 11% | 47 | accepted challenger | | ai-governance-platforms | ModelOp Center | 14% | 4% | 25 | accepted challenger | | ai-governance-platforms | OneTrust AI Governance | 8% | 14% | 50 | accepted challenger | | ai-governance-platforms | Microsoft Purview | 4% | 25% | 24 | criticized challenger | | ai-governance-platforms | Collibra | 2% | 47% | 15 | criticized challenger | | ai-governance-platforms | ServiceNow AI Control Tower | 0% | 8% | 12 | accepted challenger | | ai-governance-platforms | Holistic AI | 0% | 16% | 32 | accepted challenger | | ai-governance-platforms | Fiddler AI | 0% | 17% | 23 | accepted challenger | | ai-it-support-agents | ServiceNow Now Assist | 48% | 10% | 50 | endorsed leader | | ai-it-support-agents | Moveworks | 18% | 11% | 38 | accepted challenger | | ai-it-support-agents | Microsoft Copilot Studio | 6% | 15% | 13 | accepted challenger | | ai-it-support-agents | Zendesk AI Agents | 4% | 27% | 30 | criticized challenger | | ai-it-support-agents | Aisera | 2% | 17% | 24 | accepted challenger | | ai-it-support-agents | Freshservice | 0% | 10% | 10 | accepted challenger | | ai-security-platforms | SentinelOne Singularity | 9% | 14% | 22 | accepted challenger | | ai-security-platforms | CrowdStrike Falcon | 6% | 8% | 13 | accepted challenger | | ai-security-platforms | Lakera Guard | 4% | 6% | 16 | accepted challenger | | ai-security-platforms | Palo Alto Networks | 2% | 10% | 10 | accepted challenger | | ai-security-platforms | HiddenLayer | 0% | 0% | 16 | accepted challenger | | ai-security-platforms | Cyera | 0% | 9% | 11 | accepted challenger | | ai-security-platforms | CrowdStrike | 0% | 40% | 10 | criticized challenger | | ai-security-platforms | Darktrace | 0% | 43% | 14 | criticized challenger | | ai-soc-agents | Dropzone AI | 14% | 3% | 33 | accepted challenger | | ai-soc-agents | Intezer AI SOC | 9% | 0% | 24 | accepted challenger | | ai-soc-agents | Torq | 9% | 9% | 22 | accepted challenger | | ai-soc-agents | Prophet Security | 5% | 8% | 13 | accepted challenger | | ai-soc-agents | Microsoft Security Copilot | 5% | 10% | 21 | accepted challenger | | ai-soc-agents | CrowdStrike Charlotte AI | 4% | 0% | 25 | accepted challenger | | ai-soc-agents | Panther | 4% | 0% | 10 | accepted challenger | | ai-soc-agents | Google Security Operations | 2% | 7% | 15 | accepted challenger | | ai-soc-agents | SentinelOne Purple AI | 0% | 0% | 11 | accepted challenger | | ai-soc-agents | Palo Alto Networks Cortex XSIAM | 0% | 11% | 18 | accepted challenger | | aiops-platforms | Dynatrace | 39% | 19% | 59 | endorsed leader | | aiops-platforms | BigPanda | 28% | 12% | 49 | accepted challenger | | aiops-platforms | OpenObserve | 7% | 0% | 11 | accepted challenger | | aiops-platforms | Datadog | 4% | 28% | 40 | criticized challenger | | aiops-platforms | ServiceNow ITOM | 2% | 15% | 20 | accepted challenger | | aiops-platforms | New Relic | 2% | 27% | 22 | criticized challenger | | aiops-platforms | IBM Instana | 0% | 0% | 11 | accepted challenger | | aiops-platforms | Moogsoft | 0% | 10% | 21 | accepted challenger | | aiops-platforms | Splunk | 0% | 25% | 16 | criticized challenger | | aiops-platforms | PagerDuty | 0% | 29% | 14 | criticized challenger | | aiops-platforms | Splunk ITSI | 0% | 36% | 14 | criticized challenger | | api-gateways | Apigee | 38% | 24% | 67 | endorsed leader | | api-gateways | Kong Gateway | 34% | 13% | 69 | endorsed leader | | api-gateways | Tyk | 6% | 7% | 28 | accepted challenger | | api-gateways | Zuplo | 4% | 18% | 11 | accepted challenger | | api-gateways | Azure API Management | 4% | 21% | 48 | accepted challenger | | api-gateways | Amazon API Gateway | 4% | 45% | 62 | criticized challenger | | api-gateways | Gravitee | 2% | 0% | 11 | accepted challenger | | api-gateways | MuleSoft Anypoint Platform | 2% | 11% | 36 | accepted challenger | | api-gateways | Apache APISIX | 0% | 21% | 14 | accepted challenger | | api-management | Apigee | 48% | 21% | 70 | endorsed leader | | api-management | Kong Gateway | 15% | 18% | 66 | accepted challenger | | api-management | Tyk | 8% | 14% | 21 | accepted challenger | | api-management | Gravitee | 6% | 6% | 18 | accepted challenger | | api-management | MuleSoft Anypoint Platform | 6% | 20% | 54 | accepted challenger | | api-management | Azure API Management | 6% | 21% | 56 | accepted challenger | | api-management | Axway Amplify API Management | 4% | 10% | 20 | accepted challenger | | api-management | WSO2 API Manager | 2% | 14% | 14 | accepted challenger | | api-management | IBM API Connect | 0% | 18% | 34 | accepted challenger | | api-management | Amazon API Gateway | 0% | 54% | 50 | criticized challenger | | api-security-platforms | Akamai API Security | 33% | 12% | 58 | endorsed leader | | api-security-platforms | Salt Security | 31% | 8% | 52 | endorsed leader | | api-security-platforms | 42Crunch | 4% | 9% | 23 | accepted challenger | | api-security-platforms | Cequence Unified API Protection | 2% | 0% | 23 | accepted challenger | | api-security-platforms | Noname Security | 2% | 9% | 11 | accepted challenger | | api-security-platforms | Wallarm API Security | 2% | 11% | 27 | accepted challenger | | api-security-platforms | Traceable AI | 2% | 17% | 24 | accepted challenger | | api-security-platforms | Apigee | 2% | 45% | 11 | criticized challenger | | api-security-platforms | Kong Gateway | 2% | 50% | 10 | criticized challenger | | api-security-platforms | Traceable | 0% | 8% | 12 | accepted challenger | | api-security-platforms | Imperva API Security | 0% | 15% | 26 | accepted challenger | | api-security-platforms | Cloudflare API Shield | 0% | 23% | 13 | accepted challenger | | application-performance-monitoring | Dynatrace | 47% | 19% | 69 | endorsed leader | | application-performance-monitoring | Datadog APM | 16% | 32% | 73 | criticized challenger | | application-performance-monitoring | New Relic | 11% | 20% | 64 | accepted challenger | | application-performance-monitoring | AppDynamics | 9% | 24% | 49 | accepted challenger | | application-performance-monitoring | IBM Instana | 0% | 0% | 13 | accepted challenger | | application-performance-monitoring | Honeycomb | 0% | 0% | 10 | accepted challenger | | application-performance-monitoring | Elastic APM | 0% | 15% | 13 | accepted challenger | | application-performance-monitoring | Splunk Observability Cloud | 0% | 17% | 12 | accepted challenger | | application-performance-monitoring | Grafana Cloud | 0% | 22% | 23 | accepted challenger | | application-security-posture-management | ArmorCode | 20% | 18% | 45 | accepted challenger | | application-security-posture-management | Checkmarx One | 16% | 16% | 37 | accepted challenger | | application-security-posture-management | Apiiro | 12% | 8% | 36 | accepted challenger | | application-security-posture-management | DefectDojo | 6% | 18% | 11 | accepted challenger | | application-security-posture-management | Cycode ASPM | 4% | 5% | 38 | accepted challenger | | application-security-posture-management | Wiz | 4% | 25% | 20 | criticized challenger | | application-security-posture-management | Snyk | 4% | 44% | 18 | criticized challenger | | application-security-posture-management | OX Security | 2% | 8% | 24 | accepted challenger | | application-security-posture-management | Snyk AppRisk | 2% | 10% | 10 | accepted challenger | | application-security-posture-management | Jit | 2% | 13% | 15 | accepted challenger | | application-security-posture-management | Legit Security | 2% | 18% | 17 | accepted challenger | | application-security-posture-management | Veracode Risk Manager | 2% | 19% | 16 | accepted challenger | | application-security-posture-management | Invicti ASPM | 0% | 15% | 13 | accepted challenger | | application-shielding | Appdome | 33% | 9% | 54 | endorsed leader | | application-shielding | Guardsquare DexGuard / iXGuard | 12% | 8% | 39 | accepted challenger | | application-shielding | Promon SHIELD | 10% | 3% | 33 | accepted challenger | | application-shielding | Digital.ai Application Protection | 6% | 0% | 19 | accepted challenger | | application-shielding | Zimperium MAPS | 2% | 0% | 11 | accepted challenger | | application-shielding | DoveRunner AppSealing | 2% | 20% | 10 | accepted challenger | | application-shielding | OneSpan | 2% | 50% | 10 | criticized challenger | | application-shielding | Verimatrix Application Shielding | 0% | 7% | 15 | accepted challenger | | artifact-and-container-registries | JFrog Artifactory | 40% | 14% | 65 | endorsed leader | | artifact-and-container-registries | Sonatype Nexus Repository | 21% | 5% | 41 | accepted challenger | | artifact-and-container-registries | Azure Container Registry | 7% | 19% | 31 | accepted challenger | | artifact-and-container-registries | Google Artifact Registry | 4% | 15% | 40 | accepted challenger | | artifact-and-container-registries | Amazon Elastic Container Registry | 4% | 21% | 14 | accepted challenger | | artifact-and-container-registries | AWS ECR | 1% | 0% | 10 | accepted challenger | | artifact-and-container-registries | Harbor | 1% | 3% | 33 | accepted challenger | | artifact-and-container-registries | Azure Artifacts | 1% | 8% | 13 | accepted challenger | | artifact-and-container-registries | Cloudsmith | 0% | 14% | 22 | accepted challenger | | artifact-and-container-registries | AWS CodeArtifact | 0% | 19% | 21 | accepted challenger | | artifact-and-container-registries | Sonatype Lifecycle | 0% | 20% | 10 | accepted challenger | | artifact-and-container-registries | GitHub Packages | 0% | 43% | 23 | criticized challenger | | artifact-and-container-registries | Docker Hub | 0% | 82% | 17 | criticized challenger | | attack-surface-management | Cortex Xpanse | 29% | 15% | 53 | accepted challenger | | attack-surface-management | Microsoft Defender External Attack Surface Management | 16% | 19% | 47 | accepted challenger | | attack-surface-management | Bitsight | 7% | 16% | 25 | accepted challenger | | attack-surface-management | CyCognito | 7% | 21% | 39 | accepted challenger | | attack-surface-management | Tenable Attack Surface Management | 5% | 12% | 33 | accepted challenger | | attack-surface-management | CrowdStrike Falcon Surface | 4% | 5% | 19 | accepted challenger | | attack-surface-management | Wiz | 4% | 13% | 15 | accepted challenger | | attack-surface-management | CrowdStrike Falcon Exposure Management | 2% | 10% | 10 | accepted challenger | | attack-surface-management | Censys ASM | 0% | 61% | 18 | criticized challenger | | backup-and-disaster-recovery | Veeam Data Platform | 32% | 12% | 51 | endorsed leader | | backup-and-disaster-recovery | Rubrik Security Cloud | 14% | 13% | 47 | accepted challenger | | backup-and-disaster-recovery | Commvault | 12% | 8% | 49 | accepted challenger | | backup-and-disaster-recovery | Druva Data Security Cloud | 9% | 3% | 32 | accepted challenger | | backup-and-disaster-recovery | Cohesity DataProtect | 9% | 5% | 39 | accepted challenger | | backup-and-disaster-recovery | Acronis Cyber Protect | 5% | 6% | 17 | accepted challenger | | backup-and-disaster-recovery | Zerto | 0% | 0% | 13 | accepted challenger | | backup-and-disaster-recovery | Veritas Alta Data Protection | 0% | 17% | 12 | accepted challenger | | bot-management | Cloudflare Bot Management | 37% | 7% | 60 | endorsed leader | | bot-management | DataDome | 17% | 6% | 51 | accepted challenger | | bot-management | Akamai Bot Manager | 11% | 15% | 61 | accepted challenger | | bot-management | HUMAN Security | 4% | 7% | 28 | accepted challenger | | bot-management | Kasada | 2% | 11% | 19 | accepted challenger | | bot-management | Radware Bot Manager | 2% | 16% | 19 | accepted challenger | | bot-management | F5 Distributed Cloud Bot Defense | 0% | 6% | 17 | accepted challenger | | bot-management | Imperva Advanced Bot Protection | 0% | 11% | 44 | accepted challenger | | breach-and-attack-simulation | Cymulate | 24% | 17% | 58 | accepted challenger | | breach-and-attack-simulation | SafeBreach | 22% | 14% | 57 | accepted challenger | | breach-and-attack-simulation | AttackIQ | 20% | 14% | 59 | accepted challenger | | breach-and-attack-simulation | Picus Security Validation Platform | 15% | 6% | 49 | accepted challenger | | breach-and-attack-simulation | Pentera | 7% | 11% | 37 | accepted challenger | | breach-and-attack-simulation | Mandiant Security Validation | 3% | 20% | 15 | accepted challenger | | breach-and-attack-simulation | XM Cyber | 2% | 6% | 18 | accepted challenger | | business-continuity-management | Fusion Risk Management | 27% | 28% | 53 | criticized challenger | | business-continuity-management | ServiceNow Business Continuity Management | 14% | 0% | 17 | accepted challenger | | business-continuity-management | ServiceNow BCM | 10% | 21% | 24 | accepted challenger | | business-continuity-management | Riskonnect Business Continuity & Resilience | 8% | 20% | 44 | accepted challenger | | business-continuity-management | Archer Business Resiliency | 3% | 18% | 17 | accepted challenger | | business-continuity-management | Archer | 2% | 64% | 14 | criticized challenger | | business-continuity-management | Oracle Risk Management Cloud | 0% | 10% | 10 | accepted challenger | | business-continuity-management | Everbridge 360 | 0% | 30% | 27 | criticized challenger | | business-continuity-management | MetricStream Business Continuity Management | 0% | 43% | 23 | criticized challenger | | business-password-managers | 1Password | 44% | 6% | 65 | endorsed leader | | business-password-managers | Bitwarden | 34% | 4% | 69 | endorsed leader | | business-password-managers | Keeper Security | 12% | 4% | 55 | accepted challenger | | business-password-managers | Dashlane | 3% | 20% | 51 | accepted challenger | | business-password-managers | NordPass | 2% | 27% | 22 | criticized challenger | | business-password-managers | LastPass | 2% | 68% | 37 | criticized challenger | | business-password-managers | ManageEngine Password Manager Pro | 0% | 14% | 14 | accepted challenger | | business-phone-systems | RingCentral | 38% | 4% | 53 | endorsed leader | | business-phone-systems | Microsoft Teams Phone | 31% | 4% | 54 | endorsed leader | | business-phone-systems | Zoom Phone | 5% | 7% | 44 | accepted challenger | | business-phone-systems | Nextiva | 5% | 7% | 28 | accepted challenger | | business-phone-systems | 8x8 | 2% | 11% | 35 | accepted challenger | | business-phone-systems | Cisco Webex Calling | 0% | 0% | 20 | accepted challenger | | business-phone-systems | Cisco Webex | 0% | 0% | 13 | accepted challenger | | business-phone-systems | Dialpad | 0% | 14% | 14 | accepted challenger | | business-phone-systems | Mitel | 0% | 73% | 11 | criticized challenger | | business-phone-systems | Avaya | 0% | 85% | 13 | criticized challenger | | certificate-lifecycle-management | Keyfactor Command | 28% | 9% | 44 | accepted challenger | | certificate-lifecycle-management | Sectigo Certificate Manager | 15% | 15% | 53 | accepted challenger | | certificate-lifecycle-management | Venafi | 15% | 37% | 41 | criticized challenger | | certificate-lifecycle-management | CyberArk Certificate Manager | 7% | 9% | 23 | accepted challenger | | certificate-lifecycle-management | Keyfactor | 7% | 13% | 23 | accepted challenger | | certificate-lifecycle-management | DigiCert Trust Lifecycle Manager | 6% | 21% | 34 | accepted challenger | | certificate-lifecycle-management | DigiCert ONE | 2% | 8% | 13 | accepted challenger | | certificate-lifecycle-management | AppViewX CERT+ | 0% | 16% | 38 | accepted challenger | | certificate-lifecycle-management | Entrust Certificate Manager | 0% | 25% | 16 | criticized challenger | | certificate-lifecycle-management | AWS Certificate Manager | 0% | 50% | 10 | criticized challenger | | ci-cd-platforms | GitLab CI/CD | 42% | 13% | 76 | endorsed leader | | ci-cd-platforms | GitHub Actions | 19% | 28% | 65 | criticized challenger | | ci-cd-platforms | Buildkite | 11% | 8% | 24 | accepted challenger | | ci-cd-platforms | Azure DevOps | 11% | 9% | 44 | accepted challenger | | ci-cd-platforms | JetBrains TeamCity | 4% | 0% | 23 | accepted challenger | | ci-cd-platforms | Azure Pipelines | 2% | 6% | 18 | accepted challenger | | ci-cd-platforms | Harness | 2% | 11% | 35 | accepted challenger | | ci-cd-platforms | Jenkins | 2% | 53% | 62 | criticized challenger | | ci-cd-platforms | Argo CD | 0% | 0% | 12 | accepted challenger | | ci-cd-platforms | AWS CodePipeline | 0% | 27% | 11 | criticized challenger | | ci-cd-platforms | CloudBees CI | 0% | 30% | 10 | criticized challenger | | ci-cd-platforms | CircleCI | 0% | 44% | 45 | criticized challenger | | client-side-protection | cside | 17% | 4% | 26 | accepted challenger | | client-side-protection | Reflectiz | 10% | 26% | 27 | criticized challenger | | client-side-protection | Microsoft Defender for Endpoint | 8% | 0% | 10 | accepted challenger | | client-side-protection | Feroot PaymentGuard | 8% | 20% | 15 | accepted challenger | | client-side-protection | Source Defense | 8% | 25% | 24 | criticized challenger | | client-side-protection | Feroot Security | 6% | 0% | 15 | accepted challenger | | client-side-protection | Cloudflare Page Shield | 6% | 14% | 14 | accepted challenger | | client-side-protection | Imperva Client-Side Protection | 6% | 15% | 26 | accepted challenger | | client-side-protection | Jscrambler Webpage Integrity | 4% | 25% | 28 | criticized challenger | | client-side-protection | HUMAN Security | 2% | 36% | 14 | criticized challenger | | cloud-cost-management | IBM Apptio Cloudability | 49% | 10% | 68 | endorsed leader | | cloud-cost-management | Finout | 14% | 0% | 33 | accepted challenger | | cloud-cost-management | Flexera One | 8% | 0% | 44 | accepted challenger | | cloud-cost-management | CloudZero | 8% | 7% | 44 | accepted challenger | | cloud-cost-management | Vantage | 8% | 12% | 32 | accepted challenger | | cloud-cost-management | VMware Tanzu CloudHealth | 8% | 24% | 42 | accepted challenger | | cloud-cost-management | Cloudaware | 2% | 10% | 10 | accepted challenger | | cloud-cost-management | ProsperOps | 0% | 0% | 10 | accepted challenger | | cloud-cost-management | Harness Cloud Cost Management | 0% | 8% | 12 | accepted challenger | | cloud-cost-management | Kubecost | 0% | 13% | 15 | accepted challenger | | cloud-cost-management | AWS Cost Explorer | 0% | 53% | 19 | criticized challenger | | cloud-cost-management | Microsoft Cost Management | 0% | 53% | 15 | criticized challenger | | cloud-cost-management | Google Cloud Billing | 0% | 70% | 10 | criticized challenger | | cloud-hosting | Amazon Web Services | 42% | 13% | 68 | endorsed leader | | cloud-hosting | Microsoft Azure | 38% | 4% | 48 | endorsed leader | | cloud-hosting | Azure | 6% | 35% | 17 | criticized challenger | | cloud-hosting | Oracle Cloud Infrastructure | 4% | 24% | 33 | accepted challenger | | cloud-hosting | DigitalOcean Droplets | 2% | 62% | 13 | criticized challenger | | cloud-hosting | Google Cloud | 0% | 13% | 62 | accepted challenger | | cloud-hosting | IBM | 0% | 19% | 21 | accepted challenger | | cloud-hosting | Alibaba Cloud | 0% | 50% | 12 | criticized challenger | | cloud-native-application-protection | Wiz | 48% | 20% | 69 | endorsed leader | | cloud-native-application-protection | Microsoft Defender for Cloud | 17% | 14% | 51 | accepted challenger | | cloud-native-application-protection | Prisma Cloud | 13% | 19% | 43 | accepted challenger | | cloud-native-application-protection | Orca Security | 7% | 14% | 43 | accepted challenger | | cloud-native-application-protection | SentinelOne Singularity Cloud Security | 4% | 0% | 14 | accepted challenger | | cloud-native-application-protection | Palo Alto Networks Cortex Cloud | 4% | 23% | 26 | accepted challenger | | cloud-native-application-protection | Check Point CloudGuard | 2% | 12% | 17 | accepted challenger | | cloud-native-application-protection | Sysdig Secure | 0% | 4% | 27 | accepted challenger | | cloud-native-application-protection | CrowdStrike Falcon Cloud Security | 0% | 6% | 32 | accepted challenger | | cloud-native-application-protection | Aqua Security | 0% | 20% | 10 | accepted challenger | | cloud-native-application-protection | FortiCNAPP | 0% | 38% | 13 | criticized challenger | | cloud-security-posture-management | Wiz | 54% | 15% | 66 | endorsed leader | | cloud-security-posture-management | Prisma Cloud | 19% | 14% | 63 | accepted challenger | | cloud-security-posture-management | Microsoft Defender for Cloud | 9% | 22% | 59 | accepted challenger | | cloud-security-posture-management | Orca Security | 7% | 8% | 52 | accepted challenger | | cloud-security-posture-management | AWS Security Hub | 4% | 45% | 11 | criticized challenger | | cloud-security-posture-management | CrowdStrike Falcon Cloud Security | 0% | 5% | 21 | accepted challenger | | cloud-security-posture-management | Lacework FortiCNAPP | 0% | 17% | 18 | accepted challenger | | colocation-providers | Equinix | 59% | 7% | 57 | endorsed leader | | colocation-providers | Digital Realty | 24% | 4% | 50 | accepted challenger | | colocation-providers | CoreSite | 11% | 0% | 39 | accepted challenger | | colocation-providers | QTS | 2% | 0% | 13 | accepted challenger | | colocation-providers | CyrusOne | 2% | 0% | 39 | accepted challenger | | colocation-providers | QTS Data Centers | 0% | 0% | 11 | accepted challenger | | colocation-providers | NTT Global Data Centers | 0% | 0% | 24 | accepted challenger | | colocation-providers | Iron Mountain Data Centers | 0% | 0% | 17 | accepted challenger | | colocation-providers | TierPoint | 0% | 20% | 10 | accepted challenger | | communications-apis | Twilio | 44% | 19% | 72 | endorsed leader | | communications-apis | Infobip | 16% | 0% | 36 | accepted challenger | | communications-apis | Sinch | 9% | 2% | 51 | accepted challenger | | communications-apis | Vonage Communications APIs | 7% | 4% | 46 | accepted challenger | | communications-apis | Bandwidth | 4% | 3% | 30 | accepted challenger | | communications-apis | Plivo | 4% | 9% | 22 | accepted challenger | | communications-apis | Telnyx | 2% | 8% | 24 | accepted challenger | | communications-apis | MessageBird | 0% | 18% | 11 | accepted challenger | | communications-archiving-and-compliance | Proofpoint Enterprise Archive | 27% | 7% | 58 | accepted challenger | | communications-archiving-and-compliance | Smarsh Enterprise Archive | 23% | 16% | 58 | accepted challenger | | communications-archiving-and-compliance | Global Relay | 14% | 13% | 45 | accepted challenger | | communications-archiving-and-compliance | Jatheon | 9% | 4% | 27 | accepted challenger | | communications-archiving-and-compliance | Mimecast Cloud Archive | 9% | 11% | 38 | accepted challenger | | communications-archiving-and-compliance | Microsoft Purview | 5% | 31% | 29 | criticized challenger | | communications-archiving-and-compliance | Archive360 | 2% | 16% | 19 | accepted challenger | | communications-archiving-and-compliance | Theta Lake | 0% | 0% | 12 | accepted challenger | | communications-archiving-and-compliance | Veritas Enterprise Vault | 0% | 43% | 14 | criticized challenger | | communications-archiving-and-compliance | Google Vault | 0% | 64% | 11 | criticized challenger | | compliance-automation | Vanta | 37% | 16% | 67 | endorsed leader | | compliance-automation | Drata | 26% | 20% | 59 | accepted challenger | | compliance-automation | Hyperproof | 9% | 14% | 37 | accepted challenger | | compliance-automation | AuditBoard | 7% | 7% | 30 | accepted challenger | | compliance-automation | ServiceNow Integrated Risk Management | 2% | 13% | 30 | accepted challenger | | compliance-automation | OneTrust Tech Risk & Compliance | 2% | 13% | 30 | accepted challenger | | compliance-automation | Secureframe | 2% | 25% | 32 | criticized challenger | | compliance-automation | MetricStream | 0% | 31% | 13 | criticized challenger | | compliance-automation | Sprinto | 0% | 36% | 14 | criticized challenger | | compliance-automation | Archer | 0% | 45% | 11 | criticized challenger | | container-and-kubernetes-security | Prisma Cloud | 25% | 19% | 69 | accepted challenger | | container-and-kubernetes-security | Sysdig Secure | 22% | 8% | 65 | accepted challenger | | container-and-kubernetes-security | Aqua Security | 22% | 12% | 65 | accepted challenger | | container-and-kubernetes-security | Wiz | 5% | 8% | 38 | accepted challenger | | container-and-kubernetes-security | Orca Security | 4% | 0% | 13 | accepted challenger | | container-and-kubernetes-security | Snyk Container | 4% | 25% | 32 | criticized challenger | | container-and-kubernetes-security | Microsoft Defender for Cloud | 2% | 9% | 11 | accepted challenger | | container-and-kubernetes-security | Anchore | 2% | 27% | 15 | criticized challenger | | container-and-kubernetes-security | Falco | 0% | 28% | 18 | criticized challenger | | container-and-kubernetes-security | Trivy | 0% | 39% | 18 | criticized challenger | | content-delivery-networks | Cloudflare | 46% | 12% | 66 | endorsed leader | | content-delivery-networks | Akamai | 31% | 12% | 69 | endorsed leader | | content-delivery-networks | BlazingCDN | 12% | 7% | 14 | accepted challenger | | content-delivery-networks | Fastly | 6% | 17% | 64 | accepted challenger | | content-delivery-networks | Amazon CloudFront | 4% | 19% | 67 | accepted challenger | | content-delivery-networks | Azure Front Door | 0% | 15% | 20 | accepted challenger | | content-delivery-networks | Google Cloud CDN | 0% | 15% | 20 | accepted challenger | | content-delivery-networks | Bunny.net | 0% | 59% | 17 | criticized challenger | | customer-identity-and-access-management | Auth0 | 47% | 15% | 73 | endorsed leader | | customer-identity-and-access-management | Microsoft Entra External ID | 10% | 12% | 51 | accepted challenger | | customer-identity-and-access-management | Ping Identity | 6% | 14% | 49 | accepted challenger | | customer-identity-and-access-management | WorkOS | 4% | 9% | 23 | accepted challenger | | customer-identity-and-access-management | Frontegg | 4% | 9% | 22 | accepted challenger | | customer-identity-and-access-management | LoginRadius | 2% | 20% | 10 | accepted challenger | | customer-identity-and-access-management | Okta | 2% | 40% | 10 | criticized challenger | | customer-identity-and-access-management | Amazon Cognito | 2% | 43% | 23 | criticized challenger | | customer-identity-and-access-management | IBM Verify | 0% | 0% | 18 | accepted challenger | | customer-identity-and-access-management | WSO2 Identity Server | 0% | 9% | 11 | accepted challenger | | customer-identity-and-access-management | Stytch | 0% | 33% | 12 | criticized challenger | | customer-identity-and-access-management | ForgeRock | 0% | 50% | 18 | criticized challenger | | cyber-risk-quantification | SAFE Security | 56% | 2% | 40 | endorsed leader | | cyber-risk-quantification | RiskLens | 9% | 0% | 25 | accepted challenger | | cyber-risk-quantification | Axio | 7% | 2% | 40 | accepted challenger | | cyber-risk-quantification | Balbix | 2% | 0% | 22 | accepted challenger | | cyber-risk-quantification | Kovrr | 0% | 2% | 44 | accepted challenger | | cyber-risk-quantification | Bitsight | 0% | 8% | 13 | accepted challenger | | cyber-risk-quantification | CyberSaint CyberStrong | 0% | 12% | 17 | accepted challenger | | data-catalogs-and-governance | Collibra | 41% | 24% | 67 | endorsed leader | | data-catalogs-and-governance | Atlan | 28% | 7% | 58 | accepted challenger | | data-catalogs-and-governance | Alation | 15% | 20% | 54 | accepted challenger | | data-catalogs-and-governance | Microsoft Purview | 6% | 19% | 47 | accepted challenger | | data-catalogs-and-governance | OpenMetadata | 4% | 29% | 17 | criticized challenger | | data-catalogs-and-governance | data.world | 2% | 31% | 16 | criticized challenger | | data-catalogs-and-governance | OvalEdge | 0% | 7% | 14 | accepted challenger | | data-catalogs-and-governance | Databricks Unity Catalog | 0% | 27% | 11 | criticized challenger | | data-catalogs-and-governance | DataHub | 0% | 33% | 27 | criticized challenger | | data-catalogs-and-governance | Informatica Intelligent Data Management Cloud | 0% | 42% | 38 | criticized challenger | | data-catalogs-and-governance | Secoda | 0% | 44% | 16 | criticized challenger | | data-center-infrastructure-management | Schneider Electric EcoStruxure IT | 18% | 8% | 38 | accepted challenger | | data-center-infrastructure-management | Sunbird dcTrack | 18% | 9% | 23 | accepted challenger | | data-center-infrastructure-management | Nlyte DCIM | 16% | 17% | 53 | accepted challenger | | data-center-infrastructure-management | Sunbird DCIM | 10% | 6% | 18 | accepted challenger | | data-center-infrastructure-management | Sunbird | 8% | 0% | 11 | accepted challenger | | data-center-infrastructure-management | Device42 | 4% | 8% | 24 | accepted challenger | | data-center-infrastructure-management | FNT Command | 2% | 7% | 14 | accepted challenger | | data-center-infrastructure-management | Vertiv Trellis | 2% | 43% | 21 | criticized challenger | | data-center-infrastructure-management | Hyperview | 0% | 28% | 18 | criticized challenger | | data-center-infrastructure-management | NetBox | 0% | 55% | 11 | criticized challenger | | data-center-networking | Arista Networks | 34% | 11% | 47 | endorsed leader | | data-center-networking | Juniper Networks | 11% | 14% | 36 | accepted challenger | | data-center-networking | Cisco Nexus | 11% | 37% | 19 | criticized challenger | | data-center-networking | Cisco | 9% | 33% | 24 | criticized challenger | | data-center-networking | Juniper Apstra | 2% | 17% | 12 | accepted challenger | | data-center-networking | Cisco ACI | 2% | 46% | 13 | criticized challenger | | data-center-networking | VMware NSX | 0% | 50% | 10 | criticized challenger | | data-loss-prevention | Microsoft Purview DLP | 57% | 11% | 71 | endorsed leader | | data-loss-prevention | Forcepoint DLP | 15% | 19% | 68 | accepted challenger | | data-loss-prevention | Symantec Data Loss Prevention | 7% | 35% | 63 | criticized challenger | | data-loss-prevention | Cyberhaven | 6% | 0% | 19 | accepted challenger | | data-loss-prevention | Netskope DLP | 4% | 5% | 42 | accepted challenger | | data-loss-prevention | Proofpoint Enterprise DLP | 4% | 13% | 31 | accepted challenger | | data-loss-prevention | Trellix DLP | 4% | 37% | 19 | criticized challenger | | data-loss-prevention | Zscaler Internet Access | 0% | 5% | 22 | accepted challenger | | data-loss-prevention | Nightfall AI | 0% | 8% | 12 | accepted challenger | | data-loss-prevention | Fortra DLP | 0% | 18% | 11 | accepted challenger | | data-loss-prevention | Digital Guardian | 0% | 21% | 14 | accepted challenger | | data-masking-and-test-data | Delphix | 27% | 31% | 39 | criticized challenger | | data-masking-and-test-data | Perforce Delphix | 10% | 0% | 14 | accepted challenger | | data-masking-and-test-data | Informatica Intelligent Data Management Cloud | 10% | 24% | 29 | accepted challenger | | data-masking-and-test-data | K2View Test Data Management | 8% | 10% | 29 | accepted challenger | | data-masking-and-test-data | Oracle Data Masking and Subsetting | 6% | 10% | 29 | accepted challenger | | data-masking-and-test-data | Tonic.ai | 4% | 9% | 11 | accepted challenger | | data-masking-and-test-data | Broadcom Test Data Manager | 2% | 0% | 11 | accepted challenger | | data-masking-and-test-data | Immuta | 2% | 10% | 10 | accepted challenger | | data-masking-and-test-data | IBM InfoSphere Optim | 2% | 17% | 24 | accepted challenger | | data-quality-and-observability | Monte Carlo | 41% | 19% | 54 | endorsed leader | | data-quality-and-observability | Acceldata | 10% | 11% | 38 | accepted challenger | | data-quality-and-observability | Informatica Intelligent Data Management Cloud | 8% | 16% | 19 | accepted challenger | | data-quality-and-observability | Ataccama ONE | 4% | 0% | 22 | accepted challenger | | data-quality-and-observability | Sifflet | 4% | 12% | 17 | accepted challenger | | data-quality-and-observability | Soda | 4% | 12% | 32 | accepted challenger | | data-quality-and-observability | Collibra Data Quality & Observability | 2% | 12% | 25 | accepted challenger | | data-quality-and-observability | Anomalo | 2% | 27% | 26 | criticized challenger | | data-quality-and-observability | Metaplane | 2% | 29% | 17 | criticized challenger | | data-quality-and-observability | Datadog | 2% | 48% | 21 | criticized challenger | | data-quality-and-observability | Great Expectations | 0% | 6% | 16 | accepted challenger | | data-quality-and-observability | Bigeye | 0% | 11% | 37 | accepted challenger | | data-security-posture-management | Varonis Data Security Platform | 22% | 4% | 54 | accepted challenger | | data-security-posture-management | BigID | 22% | 9% | 45 | accepted challenger | | data-security-posture-management | Cyera | 18% | 11% | 37 | accepted challenger | | data-security-posture-management | Microsoft Purview | 14% | 6% | 36 | accepted challenger | | data-security-posture-management | IBM Guardium | 2% | 0% | 10 | accepted challenger | | data-security-posture-management | Securiti | 2% | 12% | 25 | accepted challenger | | data-security-posture-management | Sentra | 2% | 15% | 20 | accepted challenger | | data-security-posture-management | Wiz | 2% | 26% | 19 | criticized challenger | | data-security-posture-management | Concentric AI | 0% | 0% | 10 | accepted challenger | | data-security-posture-management | Rubrik | 0% | 0% | 11 | accepted challenger | | data-security-posture-management | Prisma Cloud | 0% | 9% | 11 | accepted challenger | | data-virtualization | Denodo | 86% | 8% | 72 | endorsed leader | | data-virtualization | TIBCO Data Virtualization | 5% | 23% | 39 | accepted challenger | | data-virtualization | IBM Data Virtualization | 2% | 7% | 14 | accepted challenger | | data-virtualization | Dremio | 2% | 14% | 28 | accepted challenger | | data-virtualization | Starburst Galaxy | 2% | 36% | 11 | criticized challenger | | data-virtualization | Starburst | 0% | 3% | 39 | accepted challenger | | data-virtualization | Informatica Intelligent Data Management Cloud | 0% | 18% | 17 | accepted challenger | | data-virtualization | IBM Cloud Pak for Data | 0% | 23% | 13 | accepted challenger | | data-warehouses | Snowflake | 62% | 23% | 75 | endorsed leader | | data-warehouses | Google BigQuery | 19% | 17% | 78 | accepted challenger | | data-warehouses | Amazon Redshift | 12% | 18% | 73 | accepted challenger | | data-warehouses | Microsoft Fabric Data Warehouse | 2% | 16% | 19 | accepted challenger | | data-warehouses | Databricks SQL | 0% | 12% | 52 | accepted challenger | | data-warehouses | Azure Synapse Analytics | 0% | 21% | 38 | accepted challenger | | data-warehouses | ClickHouse Cloud | 0% | 24% | 17 | accepted challenger | | ddi-and-ipam | Infoblox | 24% | 16% | 37 | accepted challenger | | ddi-and-ipam | Infoblox NIOS | 15% | 7% | 14 | accepted challenger | | ddi-and-ipam | BlueCat Integrity | 15% | 8% | 60 | accepted challenger | | ddi-and-ipam | Infoblox Universal DDI | 13% | 8% | 13 | accepted challenger | | ddi-and-ipam | EfficientIP SOLIDserver | 4% | 10% | 50 | accepted challenger | | ddi-and-ipam | Micetro | 0% | 0% | 12 | accepted challenger | | ddi-and-ipam | NetBox | 0% | 20% | 10 | accepted challenger | | ddi-and-ipam | Men&Mice | 0% | 30% | 10 | criticized challenger | | ddi-and-ipam | SolarWinds IP Address Manager | 0% | 41% | 22 | criticized challenger | | ddos-protection | Cloudflare | 57% | 2% | 64 | endorsed leader | | ddos-protection | Akamai Prolexic | 26% | 9% | 68 | accepted challenger | | ddos-protection | Imperva DDoS Protection | 6% | 5% | 43 | accepted challenger | | ddos-protection | Radware Cloud DDoS Protection | 2% | 6% | 33 | accepted challenger | | ddos-protection | Google Cloud Armor | 0% | 0% | 16 | accepted challenger | | ddos-protection | AWS Shield | 0% | 14% | 66 | accepted challenger | | ddos-protection | Azure DDoS Protection | 0% | 16% | 38 | accepted challenger | | ddos-protection | NETSCOUT Arbor | 0% | 18% | 11 | accepted challenger | | deception-technology | Acalvio ShadowPlex | 47% | 2% | 50 | endorsed leader | | deception-technology | Thinkst Canary | 10% | 8% | 25 | accepted challenger | | deception-technology | Zscaler Deception | 6% | 25% | 24 | criticized challenger | | deception-technology | SentinelOne Singularity | 4% | 16% | 19 | accepted challenger | | deception-technology | CounterCraft | 2% | 18% | 17 | accepted challenger | | deception-technology | Fidelis Deception | 2% | 22% | 18 | accepted challenger | | deception-technology | Illusive Networks | 2% | 28% | 18 | criticized challenger | | deception-technology | FortiDeceptor | 0% | 16% | 19 | accepted challenger | | digital-employee-experience | Nexthink Infinity | 44% | 6% | 35 | endorsed leader | | digital-employee-experience | TeamViewer DEX | 13% | 6% | 16 | accepted challenger | | digital-employee-experience | dYdX | 4% | 0% | 12 | accepted challenger | | digital-employee-experience | ControlUp | 0% | 0% | 21 | accepted challenger | | digital-employee-experience | Lakeside Software | 0% | 0% | 10 | accepted challenger | | digital-employee-experience | Curve Finance | 0% | 10% | 10 | accepted challenger | | digital-employee-experience | Uniswap | 0% | 37% | 19 | criticized challenger | | digital-risk-protection | ZeroFox | 29% | 16% | 49 | accepted challenger | | digital-risk-protection | Recorded Future | 17% | 17% | 53 | accepted challenger | | digital-risk-protection | Group-IB Digital Risk Protection | 8% | 19% | 26 | accepted challenger | | digital-risk-protection | Netcraft | 4% | 0% | 26 | accepted challenger | | digital-risk-protection | Proofpoint Digital Risk Protection | 2% | 10% | 21 | accepted challenger | | digital-risk-protection | UpGuard BreachSight | 2% | 14% | 14 | accepted challenger | | digital-risk-protection | Fortra Brand Protection | 0% | 8% | 13 | accepted challenger | | digital-risk-protection | SOCRadar Extended Threat Intelligence | 0% | 9% | 11 | accepted challenger | | digital-risk-protection | CloudSEK XVigil | 0% | 10% | 10 | accepted challenger | | dns-filtering | Cisco Umbrella | 43% | 17% | 59 | endorsed leader | | dns-filtering | DNSFilter | 26% | 6% | 53 | accepted challenger | | dns-filtering | Cloudflare Gateway | 4% | 6% | 47 | accepted challenger | | dns-filtering | Zscaler Internet Access | 2% | 0% | 17 | accepted challenger | | dns-filtering | Infoblox Threat Defense | 2% | 11% | 27 | accepted challenger | | dns-filtering | Akamai Enterprise Threat Protector | 0% | 21% | 14 | accepted challenger | | dns-filtering | OpenDNS | 0% | 50% | 10 | criticized challenger | | dynamic-application-security-testing | Invicti | 62% | 10% | 63 | endorsed leader | | dynamic-application-security-testing | Burp Suite DAST | 12% | 0% | 12 | accepted challenger | | dynamic-application-security-testing | Veracode DAST | 4% | 14% | 36 | accepted challenger | | dynamic-application-security-testing | HCL AppScan | 4% | 14% | 28 | accepted challenger | | dynamic-application-security-testing | Burp Suite | 4% | 52% | 23 | criticized challenger | | dynamic-application-security-testing | Burp Suite Enterprise Edition | 2% | 0% | 12 | accepted challenger | | dynamic-application-security-testing | Rapid7 InsightAppSec | 2% | 7% | 28 | accepted challenger | | dynamic-application-security-testing | Checkmarx One | 2% | 21% | 19 | accepted challenger | | dynamic-application-security-testing | StackHawk | 2% | 25% | 16 | criticized challenger | | dynamic-application-security-testing | Acunetix | 2% | 35% | 23 | criticized challenger | | dynamic-application-security-testing | OpenText Fortify WebInspect | 0% | 0% | 10 | accepted challenger | | dynamic-application-security-testing | Checkmarx DAST | 0% | 5% | 20 | accepted challenger | | dynamic-application-security-testing | Bright Security | 0% | 10% | 10 | accepted challenger | | dynamic-application-security-testing | OWASP ZAP | 0% | 76% | 21 | criticized challenger | | edi-platforms | Cleo Integration Cloud | 40% | 2% | 57 | endorsed leader | | edi-platforms | Orderful | 14% | 0% | 27 | accepted challenger | | edi-platforms | IBM Sterling B2B Integrator | 12% | 8% | 25 | accepted challenger | | edi-platforms | Boomi B2B/EDI Management | 4% | 4% | 25 | accepted challenger | | edi-platforms | OpenText Trading Grid | 4% | 24% | 38 | accepted challenger | | edi-platforms | IBM Sterling | 4% | 32% | 19 | criticized challenger | | edi-platforms | MuleSoft Anypoint Platform | 0% | 15% | 13 | accepted challenger | | edi-platforms | TrueCommerce EDI | 0% | 25% | 32 | criticized challenger | | edi-platforms | SPS Commerce | 0% | 37% | 35 | criticized challenger | | email-security | Proofpoint Email Protection | 48% | 10% | 71 | endorsed leader | | email-security | Microsoft Defender for Office 365 | 29% | 4% | 55 | accepted challenger | | email-security | Abnormal AI | 10% | 6% | 47 | accepted challenger | | email-security | Mimecast Email Security | 8% | 15% | 66 | accepted challenger | | email-security | IRONSCALES | 2% | 0% | 15 | accepted challenger | | email-security | Cisco Secure Email | 0% | 6% | 16 | accepted challenger | | email-security | Check Point Harmony Email & Collaboration | 0% | 9% | 23 | accepted challenger | | email-security | Barracuda Email Protection | 0% | 25% | 20 | criticized challenger | | embedded-analytics | GoodData | 16% | 3% | 33 | accepted challenger | | embedded-analytics | Sisense | 13% | 22% | 40 | accepted challenger | | embedded-analytics | Embeddable | 11% | 0% | 20 | accepted challenger | | embedded-analytics | Microsoft Power BI Embedded | 11% | 34% | 32 | criticized challenger | | embedded-analytics | Looker | 11% | 35% | 43 | criticized challenger | | embedded-analytics | Omni | 5% | 0% | 10 | accepted challenger | | embedded-analytics | Qrvey | 5% | 0% | 18 | accepted challenger | | embedded-analytics | Power BI Embedded | 5% | 25% | 28 | criticized challenger | | embedded-analytics | Domo Everywhere | 4% | 26% | 19 | criticized challenger | | embedded-analytics | ThoughtSpot Embedded | 2% | 34% | 38 | criticized challenger | | embedded-analytics | Sigma | 2% | 58% | 12 | criticized challenger | | embedded-analytics | Tableau | 2% | 59% | 29 | criticized challenger | | embedded-analytics | Luzmo | 0% | 19% | 16 | accepted challenger | | embedded-analytics | Tableau Embedded Analytics | 0% | 32% | 19 | criticized challenger | | embedded-analytics | Metabase | 0% | 60% | 10 | criticized challenger | | endpoint-detection-and-response | CrowdStrike Falcon Insight | 52% | 13% | 61 | endorsed leader | | endpoint-detection-and-response | Microsoft Defender for Endpoint | 29% | 5% | 62 | accepted challenger | | endpoint-detection-and-response | SentinelOne Singularity | 11% | 10% | 71 | accepted challenger | | endpoint-detection-and-response | CrowdStrike | 4% | 7% | 14 | accepted challenger | | endpoint-detection-and-response | Trend Micro | 0% | 0% | 12 | accepted challenger | | endpoint-detection-and-response | Palo Alto Networks Cortex XDR | 0% | 8% | 39 | accepted challenger | | endpoint-detection-and-response | Sophos Intercept X | 0% | 16% | 25 | accepted challenger | | endpoint-detection-and-response | Trellix EDR | 0% | 36% | 11 | criticized challenger | | endpoint-protection | Microsoft Defender for Endpoint | 44% | 5% | 65 | endorsed leader | | endpoint-protection | CrowdStrike Falcon | 35% | 13% | 60 | endorsed leader | | endpoint-protection | SentinelOne Singularity | 7% | 8% | 39 | accepted challenger | | endpoint-protection | CrowdStrike | 4% | 33% | 12 | criticized challenger | | endpoint-protection | Bitdefender GravityZone | 2% | 16% | 19 | accepted challenger | | endpoint-protection | Palo Alto Networks Cortex XDR | 0% | 3% | 36 | accepted challenger | | endpoint-protection | Sophos Intercept X | 0% | 13% | 31 | accepted challenger | | endpoint-protection | SentinelOne Singularity Endpoint | 0% | 15% | 26 | accepted challenger | | endpoint-protection | Trend Micro Apex One | 0% | 23% | 13 | accepted challenger | | enterprise-ai-assistants | Microsoft 365 Copilot | 40% | 5% | 44 | endorsed leader | | enterprise-ai-assistants | ChatGPT | 22% | 30% | 54 | criticized challenger | | enterprise-ai-assistants | Glean | 10% | 14% | 21 | accepted challenger | | enterprise-ai-assistants | Amazon Q | 8% | 5% | 19 | accepted challenger | | enterprise-ai-assistants | Google Gemini for Workspace | 2% | 0% | 10 | accepted challenger | | enterprise-ai-assistants | Google Gemini | 2% | 32% | 28 | criticized challenger | | enterprise-ai-assistants | Claude | 2% | 39% | 31 | criticized challenger | | enterprise-architecture-tools | SAP LeanIX | 43% | 4% | 57 | endorsed leader | | enterprise-architecture-tools | Ardoq | 21% | 7% | 57 | accepted challenger | | enterprise-architecture-tools | LeanIX | 10% | 21% | 14 | accepted challenger | | enterprise-architecture-tools | Bizzdesign Horizzon | 3% | 18% | 34 | accepted challenger | | enterprise-architecture-tools | MEGA HOPEX | 3% | 32% | 25 | criticized challenger | | enterprise-architecture-tools | Avolution ABACUS | 2% | 0% | 15 | accepted challenger | | enterprise-architecture-tools | Planview Portfolios | 2% | 0% | 11 | accepted challenger | | enterprise-architecture-tools | ServiceNow Enterprise Architecture | 2% | 18% | 17 | accepted challenger | | enterprise-architecture-tools | Sparx Systems Enterprise Architect | 2% | 37% | 19 | criticized challenger | | enterprise-architecture-tools | OrbusInfinity | 0% | 16% | 19 | accepted challenger | | enterprise-architecture-tools | Sparx Enterprise Architect | 0% | 56% | 18 | criticized challenger | | enterprise-browsers | Island Enterprise Browser | 35% | 16% | 62 | endorsed leader | | enterprise-browsers | Google Password Manager | 33% | 11% | 72 | endorsed leader | | enterprise-browsers | Microsoft Edge for Business | 18% | 3% | 39 | accepted challenger | | enterprise-browsers | Palo Alto Prisma Access Browser | 2% | 20% | 10 | accepted challenger | | enterprise-browsers | Prisma Access Browser | 0% | 6% | 17 | accepted challenger | | enterprise-browsers | LayerX | 0% | 11% | 19 | accepted challenger | | enterprise-browsers | Seraphic | 0% | 14% | 14 | accepted challenger | | enterprise-browsers | Microsoft Edge | 0% | 30% | 10 | criticized challenger | | enterprise-browsers | Talon | 0% | 50% | 12 | criticized challenger | | enterprise-browsers | Brave | 0% | 80% | 15 | criticized challenger | | enterprise-browsers | Opera | 0% | 82% | 11 | criticized challenger | | enterprise-storage-systems | Pure Storage FlashArray | 42% | 0% | 52 | endorsed leader | | enterprise-storage-systems | NetApp AFF | 21% | 10% | 49 | accepted challenger | | enterprise-storage-systems | Dell PowerStore | 7% | 6% | 18 | accepted challenger | | enterprise-storage-systems | Infinidat InfiniBox | 5% | 14% | 14 | accepted challenger | | enterprise-storage-systems | HPE | 0% | 0% | 23 | accepted challenger | | enterprise-storage-systems | Dell Technologies | 0% | 5% | 21 | accepted challenger | | enterprise-storage-systems | IBM | 0% | 7% | 14 | accepted challenger | | enterprise-storage-systems | HPE Alletra | 0% | 8% | 12 | accepted challenger | | enterprise-storage-systems | IBM FlashSystem | 0% | 9% | 11 | accepted challenger | | error-and-crash-monitoring | Sentry | 75% | 18% | 76 | endorsed leader | | error-and-crash-monitoring | Rollbar | 16% | 15% | 55 | accepted challenger | | error-and-crash-monitoring | Dynatrace | 2% | 16% | 19 | accepted challenger | | error-and-crash-monitoring | Honeybadger | 2% | 50% | 14 | criticized challenger | | error-and-crash-monitoring | Bugsnag | 0% | 17% | 54 | accepted challenger | | error-and-crash-monitoring | Datadog Error Tracking | 0% | 30% | 67 | criticized challenger | | error-and-crash-monitoring | New Relic Errors Inbox | 0% | 30% | 40 | criticized challenger | | error-and-crash-monitoring | Raygun | 0% | 31% | 13 | criticized challenger | | etl-and-elt | Fivetran | 49% | 30% | 61 | criticized default | | etl-and-elt | Integrate.io | 27% | 10% | 20 | accepted challenger | | etl-and-elt | Matillion | 4% | 21% | 38 | accepted challenger | | etl-and-elt | Informatica Intelligent Data Management Cloud | 4% | 28% | 32 | criticized challenger | | etl-and-elt | Informatica PowerCenter | 4% | 45% | 20 | criticized challenger | | etl-and-elt | Talend | 2% | 38% | 48 | criticized challenger | | etl-and-elt | IBM DataStage | 2% | 39% | 18 | criticized challenger | | etl-and-elt | dbt | 0% | 4% | 25 | accepted challenger | | etl-and-elt | Databricks Lakeflow | 0% | 15% | 13 | accepted challenger | | etl-and-elt | AWS Glue | 0% | 17% | 30 | accepted challenger | | etl-and-elt | Azure Data Factory | 0% | 19% | 27 | accepted challenger | | etl-and-elt | Hevo Data | 0% | 23% | 13 | accepted challenger | | etl-and-elt | Airbyte | 0% | 29% | 31 | criticized challenger | | etl-and-elt | Oracle Data Integrator | 0% | 36% | 11 | criticized challenger | | etl-and-elt | Stitch | 0% | 50% | 14 | criticized challenger | | extended-detection-and-response | Microsoft Defender XDR | 44% | 12% | 65 | endorsed leader | | extended-detection-and-response | CrowdStrike Falcon Insight XDR | 36% | 12% | 67 | endorsed leader | | extended-detection-and-response | Stellar Cyber Open XDR | 6% | 12% | 16 | accepted challenger | | extended-detection-and-response | Palo Alto Networks Cortex XDR | 4% | 20% | 54 | accepted challenger | | extended-detection-and-response | SentinelOne Singularity | 2% | 7% | 54 | accepted challenger | | extended-detection-and-response | Trend Vision One | 0% | 20% | 30 | accepted challenger | | extended-detection-and-response | Cisco XDR | 0% | 22% | 23 | accepted challenger | | extended-detection-and-response | Trellix XDR | 0% | 30% | 10 | criticized challenger | | feature-flags | LaunchDarkly | 63% | 29% | 78 | criticized default | | feature-flags | Unleash | 12% | 11% | 61 | accepted challenger | | feature-flags | ConfigCat | 12% | 22% | 23 | accepted challenger | | feature-flags | Statsig | 4% | 24% | 42 | accepted challenger | | feature-flags | Harness FME | 0% | 8% | 12 | accepted challenger | | feature-flags | Flagsmith | 0% | 9% | 56 | accepted challenger | | feature-flags | Harness | 0% | 10% | 10 | accepted challenger | | feature-flags | GrowthBook | 0% | 19% | 32 | accepted challenger | | feature-flags | Split | 0% | 25% | 36 | criticized challenger | | grc-platforms | MetricStream | 24% | 27% | 60 | criticized challenger | | grc-platforms | ServiceNow Integrated Risk Management | 12% | 28% | 64 | criticized challenger | | grc-platforms | Vanta | 8% | 23% | 26 | accepted challenger | | grc-platforms | OneTrust GRC | 6% | 20% | 35 | accepted challenger | | grc-platforms | Drata | 6% | 22% | 27 | accepted challenger | | grc-platforms | Optro | 2% | 0% | 12 | accepted challenger | | grc-platforms | AuditBoard | 2% | 4% | 23 | accepted challenger | | grc-platforms | Hyperproof | 2% | 10% | 10 | accepted challenger | | grc-platforms | LogicGate | 2% | 19% | 16 | accepted challenger | | grc-platforms | IBM OpenPages | 2% | 20% | 30 | accepted challenger | | grc-platforms | Archer | 2% | 43% | 51 | criticized challenger | | grc-platforms | Diligent One | 0% | 0% | 11 | accepted challenger | | grc-platforms | SAP GRC | 0% | 50% | 10 | criticized challenger | | identity-governance | SailPoint Identity Security Cloud | 54% | 19% | 68 | endorsed leader | | identity-governance | Microsoft Entra ID Governance | 21% | 12% | 57 | accepted challenger | | identity-governance | Saviynt Enterprise Identity Cloud | 9% | 19% | 64 | accepted challenger | | identity-governance | Okta Identity Governance | 4% | 31% | 36 | criticized challenger | | identity-governance | Omada Identity | 2% | 0% | 25 | accepted challenger | | identity-governance | One Identity Manager | 0% | 15% | 26 | accepted challenger | | identity-governance | Ping Identity Governance | 0% | 36% | 11 | criticized challenger | | identity-governance | Oracle Identity Governance | 0% | 50% | 22 | criticized challenger | | identity-threat-detection-and-response | Microsoft Defender for Identity | 38% | 12% | 41 | endorsed leader | | identity-threat-detection-and-response | CrowdStrike Falcon Identity Protection | 23% | 5% | 37 | accepted challenger | | identity-threat-detection-and-response | Silverfort ITDR | 6% | 16% | 32 | accepted challenger | | identity-threat-detection-and-response | CrowdStrike | 4% | 40% | 15 | criticized challenger | | identity-threat-detection-and-response | CyberArk Identity Security Platform | 0% | 0% | 12 | accepted challenger | | identity-threat-detection-and-response | Okta Identity Threat Protection | 0% | 5% | 22 | accepted challenger | | identity-threat-detection-and-response | Huntress Managed ITDR | 0% | 6% | 17 | accepted challenger | | identity-threat-detection-and-response | Semperis Directory Services Protector | 0% | 12% | 24 | accepted challenger | | identity-threat-detection-and-response | SentinelOne Singularity Identity | 0% | 19% | 21 | accepted challenger | | identity-verification | Sumsub | 17% | 22% | 41 | accepted challenger | | identity-verification | Jumio | 15% | 11% | 44 | accepted challenger | | identity-verification | Persona | 13% | 22% | 41 | accepted challenger | | identity-verification | Trulioo | 11% | 5% | 41 | accepted challenger | | identity-verification | iDenfy | 9% | 15% | 13 | accepted challenger | | identity-verification | Veriff | 7% | 10% | 42 | accepted challenger | | identity-verification | Onfido | 7% | 18% | 22 | accepted challenger | | identity-verification | Socure | 2% | 0% | 16 | accepted challenger | | identity-verification | 1Kosmos | 2% | 0% | 11 | accepted challenger | | identity-verification | Entrust | 2% | 0% | 12 | accepted challenger | | identity-verification | AU10TIX | 0% | 50% | 10 | criticized challenger | | incident-management-and-on-call | PagerDuty | 57% | 26% | 74 | criticized default | | incident-management-and-on-call | incident.io | 18% | 13% | 55 | accepted challenger | | incident-management-and-on-call | ServiceNow ITSM | 8% | 27% | 45 | criticized challenger | | incident-management-and-on-call | Jira Service Management | 8% | 29% | 35 | criticized challenger | | incident-management-and-on-call | Opsgenie | 4% | 70% | 46 | criticized challenger | | incident-management-and-on-call | Splunk On-Call | 2% | 23% | 22 | accepted challenger | | incident-management-and-on-call | FireHydrant | 0% | 7% | 15 | accepted challenger | | incident-management-and-on-call | xMatters | 0% | 11% | 19 | accepted challenger | | incident-management-and-on-call | Rootly | 0% | 14% | 37 | accepted challenger | | infrastructure-as-code | Terraform | 53% | 29% | 89 | criticized default | | infrastructure-as-code | OpenTofu | 15% | 4% | 48 | accepted challenger | | infrastructure-as-code | Pulumi | 10% | 21% | 77 | accepted challenger | | infrastructure-as-code | Spacelift | 5% | 3% | 29 | accepted challenger | | infrastructure-as-code | AWS CloudFormation | 5% | 30% | 53 | criticized challenger | | infrastructure-as-code | Scalr | 2% | 8% | 13 | accepted challenger | | infrastructure-as-code | AWS CDK | 2% | 25% | 20 | criticized challenger | | infrastructure-as-code | env0 | 0% | 0% | 11 | accepted challenger | | infrastructure-as-code | Crossplane | 0% | 22% | 23 | accepted challenger | | infrastructure-as-code | Ansible | 0% | 33% | 33 | criticized challenger | | infrastructure-as-code | Azure Bicep | 0% | 34% | 35 | criticized challenger | | infrastructure-as-code | Puppet | 0% | 53% | 19 | criticized challenger | | infrastructure-as-code | Chef | 0% | 59% | 17 | criticized challenger | | infrastructure-monitoring | Datadog | 41% | 36% | 73 | criticized default | | infrastructure-monitoring | Dynatrace | 24% | 26% | 66 | criticized challenger | | infrastructure-monitoring | Netdata | 14% | 0% | 14 | accepted challenger | | infrastructure-monitoring | New Relic | 6% | 16% | 49 | accepted challenger | | infrastructure-monitoring | Splunk Observability Cloud | 4% | 12% | 16 | accepted challenger | | infrastructure-monitoring | Zabbix | 4% | 36% | 28 | criticized challenger | | infrastructure-monitoring | ManageEngine OpManager | 2% | 15% | 13 | accepted challenger | | infrastructure-monitoring | LogicMonitor | 0% | 10% | 20 | accepted challenger | | infrastructure-monitoring | Prometheus + Grafana | 0% | 11% | 19 | accepted challenger | | infrastructure-monitoring | Grafana | 0% | 17% | 36 | accepted challenger | | infrastructure-monitoring | Splunk | 0% | 25% | 12 | criticized challenger | | infrastructure-monitoring | Prometheus | 0% | 43% | 23 | criticized challenger | | infrastructure-monitoring | Paessler PRTG | 0% | 45% | 11 | criticized challenger | | infrastructure-monitoring | Nagios | 0% | 55% | 20 | criticized challenger | | insider-risk-management | Microsoft Purview Insider Risk Management | 44% | 4% | 47 | endorsed leader | | insider-risk-management | DTEX Systems | 12% | 4% | 23 | accepted challenger | | insider-risk-management | DTEX InTERCEPT | 8% | 14% | 28 | accepted challenger | | insider-risk-management | Varonis Data Security Platform | 6% | 19% | 37 | accepted challenger | | insider-risk-management | Cyberhaven | 4% | 0% | 10 | accepted challenger | | insider-risk-management | Above Security | 4% | 6% | 17 | accepted challenger | | insider-risk-management | Proofpoint Insider Threat Management | 4% | 13% | 30 | accepted challenger | | insider-risk-management | Securonix UEBA | 4% | 23% | 26 | accepted challenger | | insider-risk-management | Exabeam | 2% | 8% | 13 | accepted challenger | | insider-risk-management | Code42 Incydr | 2% | 11% | 19 | accepted challenger | | insider-risk-management | Teramind | 2% | 48% | 25 | criticized challenger | | insider-risk-management | Gurucul | 0% | 20% | 10 | accepted challenger | | insider-risk-management | Forcepoint DLP | 0% | 36% | 11 | criticized challenger | | intelligent-document-processing | ABBYY Vantage | 43% | 10% | 51 | endorsed leader | | intelligent-document-processing | UiPath Document Understanding | 13% | 17% | 52 | accepted challenger | | intelligent-document-processing | Rossum | 9% | 10% | 31 | accepted challenger | | intelligent-document-processing | Hyperscience Hypercell | 4% | 8% | 39 | accepted challenger | | intelligent-document-processing | Tungsten Automation | 2% | 10% | 20 | accepted challenger | | intelligent-document-processing | Infrrd | 0% | 8% | 12 | accepted challenger | | intelligent-document-processing | Automation Anywhere | 0% | 20% | 10 | accepted challenger | | intelligent-document-processing | Google Document AI | 0% | 34% | 29 | criticized challenger | | intelligent-document-processing | Amazon Textract | 0% | 44% | 27 | criticized challenger | | intelligent-document-processing | Azure AI Document Intelligence | 0% | 53% | 15 | criticized challenger | | internal-developer-portals | Port | 25% | 11% | 56 | accepted challenger | | internal-developer-portals | Backstage | 22% | 39% | 62 | criticized challenger | | internal-developer-portals | Roadie | 10% | 3% | 33 | accepted challenger | | internal-developer-portals | Palo Alto Networks Cortex Cloud | 10% | 19% | 47 | accepted challenger | | internal-developer-portals | Red Hat Developer Hub | 8% | 5% | 19 | accepted challenger | | internal-developer-portals | Humanitec | 5% | 4% | 27 | accepted challenger | | internal-developer-portals | OpsLevel | 3% | 11% | 38 | accepted challenger | | internal-developer-portals | Atlassian Compass | 3% | 19% | 21 | accepted challenger | | internal-developer-portals | Cycloid | 0% | 0% | 10 | accepted challenger | | it-asset-management | ServiceNow IT Asset Management | 56% | 25% | 73 | endorsed leader | | it-asset-management | Flexera One IT Asset Management | 11% | 13% | 53 | accepted challenger | | it-asset-management | InvGate Asset Management | 9% | 7% | 15 | accepted challenger | | it-asset-management | Lansweeper | 9% | 10% | 41 | accepted challenger | | it-asset-management | Device42 | 2% | 17% | 12 | accepted challenger | | it-asset-management | ManageEngine AssetExplorer | 2% | 27% | 22 | criticized challenger | | it-asset-management | Snipe-IT | 2% | 80% | 15 | criticized challenger | | it-asset-management | Snow Software | 0% | 8% | 12 | accepted challenger | | it-asset-management | Ivanti Neurons for ITAM | 0% | 9% | 32 | accepted challenger | | it-asset-management | BMC Helix ITAM | 0% | 10% | 10 | accepted challenger | | it-asset-management | Freshservice | 0% | 38% | 13 | criticized challenger | | it-asset-management | Asset Panda | 0% | 60% | 10 | criticized challenger | | it-documentation | Confluence | 21% | 28% | 47 | criticized challenger | | it-documentation | Atlassian Confluence | 17% | 18% | 22 | accepted challenger | | it-documentation | ServiceNow | 13% | 0% | 10 | accepted challenger | | it-documentation | Hudu | 8% | 24% | 17 | accepted challenger | | it-documentation | IT Glue | 8% | 35% | 37 | criticized challenger | | it-documentation | Document360 | 4% | 11% | 37 | accepted challenger | | it-documentation | GitBook | 4% | 15% | 27 | accepted challenger | | it-documentation | Microsoft SharePoint | 2% | 10% | 10 | accepted challenger | | it-documentation | ServiceNow Knowledge Management | 0% | 17% | 12 | accepted challenger | | it-documentation | Guru | 0% | 23% | 13 | accepted challenger | | it-documentation | Slab | 0% | 40% | 10 | criticized challenger | | it-documentation | Notion | 0% | 59% | 41 | criticized challenger | | it-financial-management | IBM Apptio | 29% | 20% | 35 | accepted challenger | | it-financial-management | IBM Apptio Cloudability | 20% | 32% | 31 | criticized challenger | | it-financial-management | ServiceNow IT Financial Management | 13% | 18% | 44 | accepted challenger | | it-financial-management | Flexera One | 7% | 8% | 37 | accepted challenger | | it-financial-management | MagicOrange | 4% | 13% | 15 | accepted challenger | | it-financial-management | Nicus ITFM Platform | 0% | 0% | 18 | accepted challenger | | it-financial-management | Nicus Software | 0% | 7% | 14 | accepted challenger | | it-financial-management | VMware Tanzu CloudHealth | 0% | 50% | 16 | criticized challenger | | it-service-management | ServiceNow ITSM | 65% | 24% | 76 | endorsed leader | | it-service-management | Jira Service Management | 13% | 10% | 61 | accepted challenger | | it-service-management | Freshservice | 9% | 19% | 54 | accepted challenger | | it-service-management | HaloITSM | 9% | 31% | 13 | criticized challenger | | it-service-management | TeamDynamix | 0% | 8% | 13 | accepted challenger | | it-service-management | Ivanti Neurons for ITSM | 0% | 12% | 33 | accepted challenger | | it-service-management | BMC Helix ITSM | 0% | 21% | 57 | accepted challenger | | it-service-management | ManageEngine ServiceDesk Plus | 0% | 32% | 19 | criticized challenger | | it-service-management | Zendesk | 0% | 58% | 12 | criticized challenger | | llm-gateways-and-observability | Portkey | 26% | 13% | 52 | accepted challenger | | llm-gateways-and-observability | LiteLLM | 26% | 19% | 59 | accepted challenger | | llm-gateways-and-observability | Bifrost | 15% | 3% | 31 | accepted challenger | | llm-gateways-and-observability | Kong AI Gateway | 6% | 8% | 39 | accepted challenger | | llm-gateways-and-observability | Tetrate Agent Router Enterprise | 2% | 0% | 10 | accepted challenger | | llm-gateways-and-observability | Helicone | 2% | 11% | 19 | accepted challenger | | llm-gateways-and-observability | Cloudflare AI Gateway | 0% | 21% | 19 | accepted challenger | | llm-gateways-and-observability | OpenRouter | 0% | 53% | 30 | criticized challenger | | load-balancers | F5 BIG-IP | 40% | 23% | 52 | endorsed leader | | load-balancers | HAProxy | 12% | 17% | 46 | accepted challenger | | load-balancers | Cloudflare Load Balancing | 6% | 0% | 13 | accepted challenger | | load-balancers | Kemp LoadMaster | 4% | 9% | 11 | accepted challenger | | load-balancers | NGINX | 4% | 16% | 43 | accepted challenger | | load-balancers | Google Cloud Load Balancing | 0% | 15% | 20 | accepted challenger | | load-balancers | A10 Thunder ADC | 0% | 15% | 13 | accepted challenger | | load-balancers | Citrix ADC | 0% | 23% | 26 | accepted challenger | | load-balancers | AWS Elastic Load Balancing | 0% | 32% | 34 | criticized challenger | | load-balancers | Azure Load Balancer | 0% | 38% | 26 | criticized challenger | | log-management | Splunk | 46% | 28% | 68 | criticized default | | log-management | Datadog Log Management | 26% | 35% | 65 | criticized challenger | | log-management | Elastic Stack | 4% | 13% | 52 | accepted challenger | | log-management | Graylog | 4% | 17% | 23 | accepted challenger | | log-management | New Relic Logs | 4% | 21% | 19 | accepted challenger | | log-management | Grafana Loki | 2% | 8% | 26 | accepted challenger | | log-management | Sumo Logic | 2% | 10% | 29 | accepted challenger | | log-management | Cribl Stream | 0% | 0% | 13 | accepted challenger | | log-management | Logz.io | 0% | 27% | 11 | criticized challenger | | log-management | Dynatrace | 0% | 29% | 14 | criticized challenger | | managed-detection-and-response | CrowdStrike Falcon Complete | 35% | 7% | 43 | endorsed leader | | managed-detection-and-response | Arctic Wolf Managed Detection and Response | 18% | 3% | 38 | accepted challenger | | managed-detection-and-response | Expel MDR | 9% | 0% | 21 | accepted challenger | | managed-detection-and-response | CrowdStrike | 7% | 0% | 12 | accepted challenger | | managed-detection-and-response | Unit 42 Managed Detection and Response | 5% | 0% | 17 | accepted challenger | | managed-detection-and-response | Rapid7 MDR | 5% | 0% | 20 | accepted challenger | | managed-detection-and-response | eSentire MDR | 2% | 0% | 17 | accepted challenger | | managed-detection-and-response | Red Canary | 2% | 6% | 16 | accepted challenger | | managed-detection-and-response | Sophos MDR | 2% | 12% | 25 | accepted challenger | | managed-detection-and-response | SentinelOne Singularity MDR | 0% | 6% | 18 | accepted challenger | | managed-detection-and-response | Huntress Managed EDR | 0% | 17% | 12 | accepted challenger | | managed-dns | Cloudflare DNS | 60% | 2% | 62 | endorsed leader | | managed-dns | IBM NS1 Connect | 9% | 7% | 27 | accepted challenger | | managed-dns | Amazon Route 53 | 7% | 23% | 57 | accepted challenger | | managed-dns | Akamai Edge DNS | 4% | 5% | 39 | accepted challenger | | managed-dns | ClouDNS | 2% | 30% | 10 | criticized challenger | | managed-dns | NS1 | 0% | 0% | 25 | accepted challenger | | managed-dns | UltraDNS | 0% | 0% | 11 | accepted challenger | | managed-dns | Azure DNS | 0% | 8% | 26 | accepted challenger | | managed-dns | Google Cloud DNS | 0% | 26% | 34 | criticized challenger | | managed-dns | Dyn | 0% | 46% | 13 | criticized challenger | | managed-file-transfer | IBM Sterling Secure File Transfer | 16% | 8% | 26 | accepted challenger | | managed-file-transfer | Cleo Integration Cloud | 14% | 14% | 22 | accepted challenger | | managed-file-transfer | GoAnywhere MFT | 10% | 20% | 30 | accepted challenger | | managed-file-transfer | Files.com | 8% | 4% | 23 | accepted challenger | | managed-file-transfer | JSCAPE MFT Server | 8% | 6% | 17 | accepted challenger | | managed-file-transfer | Progress MOVEit Transfer | 6% | 30% | 37 | criticized challenger | | managed-file-transfer | Fortra GoAnywhere MFT | 6% | 30% | 23 | criticized challenger | | managed-file-transfer | Kiteworks MFT | 4% | 0% | 17 | accepted challenger | | managed-file-transfer | Axway SecureTransport | 4% | 10% | 30 | accepted challenger | | managed-file-transfer | Globalscape EFT | 2% | 8% | 12 | accepted challenger | | managed-file-transfer | AWS Transfer Family | 2% | 8% | 12 | accepted challenger | | managed-file-transfer | MOVEit | 0% | 70% | 10 | criticized challenger | | managed-kubernetes-platforms | Google Kubernetes Engine | 31% | 16% | 70 | endorsed leader | | managed-kubernetes-platforms | Amazon EKS | 25% | 24% | 76 | accepted challenger | | managed-kubernetes-platforms | Azure Kubernetes Service | 19% | 13% | 70 | accepted challenger | | managed-kubernetes-platforms | Red Hat OpenShift | 6% | 16% | 56 | accepted challenger | | managed-kubernetes-platforms | IBM Cloud Kubernetes Service | 0% | 18% | 11 | accepted challenger | | managed-kubernetes-platforms | Rancher | 0% | 28% | 29 | criticized challenger | | managed-kubernetes-platforms | VMware Tanzu | 0% | 47% | 17 | criticized challenger | | managed-kubernetes-platforms | Platform9 Managed Kubernetes | 0% | 50% | 10 | criticized challenger | | managed-kubernetes-platforms | DigitalOcean Kubernetes | 0% | 70% | 10 | criticized challenger | | managed-relational-databases | Amazon Aurora | 26% | 30% | 44 | criticized challenger | | managed-relational-databases | Azure SQL Database | 24% | 17% | 63 | accepted challenger | | managed-relational-databases | Amazon RDS | 20% | 15% | 48 | accepted challenger | | managed-relational-databases | Google Cloud SQL | 9% | 7% | 54 | accepted challenger | | managed-relational-databases | Oracle Autonomous Database | 2% | 8% | 13 | accepted challenger | | managed-relational-databases | AlloyDB for PostgreSQL | 0% | 0% | 11 | accepted challenger | | managed-relational-databases | Google Cloud Spanner | 0% | 23% | 13 | accepted challenger | | managed-relational-databases | PlanetScale | 0% | 60% | 10 | criticized challenger | | master-data-management | Informatica MDM | 43% | 28% | 67 | criticized default | | master-data-management | Profisee MDM | 17% | 0% | 41 | accepted challenger | | master-data-management | Semarchy xDM | 11% | 0% | 43 | accepted challenger | | master-data-management | SAP Master Data Governance | 7% | 25% | 53 | accepted challenger | | master-data-management | Reltio | 6% | 11% | 44 | accepted challenger | | master-data-management | Stibo Systems STEP | 4% | 9% | 35 | accepted challenger | | master-data-management | IBM InfoSphere MDM | 2% | 35% | 23 | criticized challenger | | master-data-management | Ataccama ONE | 0% | 7% | 15 | accepted challenger | | microsegmentation | Illumio Segmentation | 56% | 7% | 58 | endorsed leader | | microsegmentation | Akamai Guardicore Segmentation | 15% | 11% | 54 | accepted challenger | | microsegmentation | Elisity | 7% | 0% | 31 | accepted challenger | | microsegmentation | ColorTokens Xshield | 3% | 0% | 22 | accepted challenger | | microsegmentation | Zero Networks Segment | 2% | 0% | 29 | accepted challenger | | microsegmentation | Cisco Secure Workload | 2% | 10% | 40 | accepted challenger | | microsegmentation | Zscaler Private Access | 2% | 17% | 18 | accepted challenger | | microsegmentation | VMware NSX | 2% | 33% | 42 | criticized challenger | | microsegmentation | Cisco | 0% | 0% | 10 | accepted challenger | | microsoft-365-management | CoreView | 31% | 2% | 48 | endorsed leader | | microsoft-365-management | Rencore Governance | 11% | 5% | 19 | accepted challenger | | microsoft-365-management | Microsoft Purview | 7% | 0% | 15 | accepted challenger | | microsoft-365-management | Orchestry | 7% | 6% | 16 | accepted challenger | | microsoft-365-management | ShareGate | 7% | 8% | 26 | accepted challenger | | microsoft-365-management | AvePoint Confidence Platform | 6% | 10% | 30 | accepted challenger | | microsoft-365-management | ManageEngine M365 Manager Plus | 6% | 13% | 23 | accepted challenger | | microsoft-365-management | AvePoint Cloud Management | 4% | 9% | 11 | accepted challenger | | microsoft-365-management | Microsoft 365 Admin Center | 4% | 29% | 17 | criticized challenger | | microsoft-365-management | Syskit Point | 2% | 0% | 13 | accepted challenger | | microsoft-365-management | Microsoft Intune | 2% | 10% | 10 | accepted challenger | | microsoft-365-management | Veeam Data Cloud for Microsoft 365 | 0% | 0% | 13 | accepted challenger | | microsoft-365-management | AdminDroid | 0% | 8% | 12 | accepted challenger | | ml-platforms | Databricks Mosaic AI | 44% | 23% | 60 | endorsed leader | | ml-platforms | Amazon SageMaker | 13% | 32% | 60 | criticized challenger | | ml-platforms | Azure Machine Learning | 11% | 20% | 55 | accepted challenger | | ml-platforms | Domino Data Lab | 9% | 8% | 13 | accepted challenger | | ml-platforms | Dataiku | 7% | 7% | 29 | accepted challenger | | ml-platforms | DataRobot | 7% | 15% | 27 | accepted challenger | | ml-platforms | Google Vertex AI | 4% | 27% | 55 | criticized challenger | | ml-platforms | H2O.ai | 0% | 12% | 17 | accepted challenger | | ml-platforms | SAS Viya | 0% | 18% | 17 | accepted challenger | | ml-platforms | Kubeflow | 0% | 50% | 10 | criticized challenger | | multi-factor-authentication | Microsoft Entra ID | 41% | 0% | 60 | endorsed leader | | multi-factor-authentication | Okta Verify | 33% | 12% | 64 | endorsed leader | | multi-factor-authentication | Cisco Duo | 16% | 3% | 58 | accepted challenger | | multi-factor-authentication | YubiKey | 0% | 0% | 28 | accepted challenger | | multi-factor-authentication | Ping Identity | 0% | 7% | 29 | accepted challenger | | multi-factor-authentication | RSA SecurID | 0% | 36% | 11 | criticized challenger | | network-access-control | Cisco Identity Services Engine | 31% | 11% | 36 | endorsed leader | | network-access-control | Cisco ISE | 20% | 33% | 30 | criticized challenger | | network-access-control | Portnox Cloud | 18% | 5% | 44 | accepted challenger | | network-access-control | HPE Aruba ClearPass | 8% | 5% | 21 | accepted challenger | | network-access-control | Aruba ClearPass | 6% | 20% | 20 | accepted challenger | | network-access-control | Fortinet FortiNAC | 2% | 16% | 31 | accepted challenger | | network-access-control | Forescout | 2% | 17% | 35 | accepted challenger | | network-detection-and-response | Vectra AI | 17% | 20% | 49 | accepted challenger | | network-detection-and-response | Darktrace | 13% | 28% | 54 | criticized challenger | | network-detection-and-response | ExtraHop Reveal | 9% | 8% | 12 | accepted challenger | | network-detection-and-response | Corelight Open NDR | 6% | 8% | 39 | accepted challenger | | network-detection-and-response | Cisco Secure Network Analytics | 6% | 15% | 26 | accepted challenger | | network-detection-and-response | ExtraHop RevealX | 6% | 22% | 37 | accepted challenger | | network-detection-and-response | Trellix NDR | 0% | 33% | 15 | criticized challenger | | network-monitoring-and-management | SolarWinds Network Performance Monitor | 16% | 10% | 41 | accepted challenger | | network-monitoring-and-management | Cisco Catalyst Center | 15% | 0% | 15 | accepted challenger | | network-monitoring-and-management | LogicMonitor | 15% | 12% | 42 | accepted challenger | | network-monitoring-and-management | Kentik | 5% | 12% | 26 | accepted challenger | | network-monitoring-and-management | Auvik | 5% | 16% | 25 | accepted challenger | | network-monitoring-and-management | ManageEngine OpManager | 4% | 9% | 23 | accepted challenger | | network-monitoring-and-management | Zabbix | 4% | 26% | 34 | criticized challenger | | network-monitoring-and-management | Datadog Network Monitoring | 4% | 31% | 45 | criticized challenger | | network-monitoring-and-management | Cisco ThousandEyes | 0% | 0% | 10 | accepted challenger | | network-monitoring-and-management | Dynatrace | 0% | 16% | 19 | accepted challenger | | network-monitoring-and-management | Paessler PRTG Network Monitor | 0% | 34% | 35 | criticized challenger | | network-monitoring-and-management | Nagios | 0% | 55% | 22 | criticized challenger | | next-generation-firewalls | Fortinet FortiGate | 37% | 12% | 66 | endorsed leader | | next-generation-firewalls | Palo Alto Networks NGFW | 35% | 11% | 54 | endorsed leader | | next-generation-firewalls | Check Point Quantum | 4% | 9% | 53 | accepted challenger | | next-generation-firewalls | Cisco Secure Firewall | 4% | 16% | 50 | accepted challenger | | next-generation-firewalls | Sophos Firewall | 0% | 20% | 10 | accepted challenger | | non-human-identity-management | CyberArk Identity Security Platform | 20% | 17% | 36 | accepted challenger | | non-human-identity-management | Aembit | 8% | 7% | 15 | accepted challenger | | non-human-identity-management | HashiCorp Vault | 8% | 32% | 38 | criticized challenger | | non-human-identity-management | Venafi | 6% | 5% | 21 | accepted challenger | | non-human-identity-management | Akeyless | 4% | 9% | 23 | accepted challenger | | non-human-identity-management | Oasis Security | 4% | 11% | 18 | accepted challenger | | non-human-identity-management | Astrix Security | 4% | 14% | 22 | accepted challenger | | non-human-identity-management | SailPoint | 4% | 36% | 14 | criticized challenger | | non-human-identity-management | Saviynt Identity Cloud | 2% | 15% | 13 | accepted challenger | | non-human-identity-management | CyberArk Conjur | 2% | 30% | 10 | criticized challenger | | non-human-identity-management | Okta | 2% | 33% | 18 | criticized challenger | | non-human-identity-management | Entro Security | 0% | 6% | 17 | accepted challenger | | non-human-identity-management | Microsoft Entra ID | 0% | 54% | 13 | criticized challenger | | non-human-identity-management | Azure Key Vault | 0% | 60% | 10 | criticized challenger | | non-human-identity-management | AWS Secrets Manager | 0% | 64% | 11 | criticized challenger | | nosql-databases | MongoDB | 56% | 23% | 75 | endorsed leader | | nosql-databases | Amazon DynamoDB | 16% | 7% | 57 | accepted challenger | | nosql-databases | Couchbase | 7% | 5% | 41 | accepted challenger | | nosql-databases | Azure Cosmos DB | 7% | 8% | 40 | accepted challenger | | nosql-databases | Apache Cassandra | 4% | 23% | 43 | accepted challenger | | nosql-databases | Oracle NoSQL Database | 2% | 0% | 11 | accepted challenger | | nosql-databases | ScyllaDB | 2% | 17% | 18 | accepted challenger | | nosql-databases | Redis | 2% | 34% | 41 | criticized challenger | | nosql-databases | Neo4j | 0% | 12% | 17 | accepted challenger | | object-storage | Amazon S3 | 44% | 25% | 63 | criticized default | | object-storage | Wasabi Object Storage | 23% | 20% | 44 | accepted challenger | | object-storage | Cloudflare R2 | 8% | 14% | 28 | accepted challenger | | object-storage | Azure Blob Storage | 6% | 24% | 50 | accepted challenger | | object-storage | Google Cloud Storage | 4% | 23% | 48 | accepted challenger | | object-storage | NetApp StorageGRID | 2% | 0% | 12 | accepted challenger | | object-storage | Cloudian HyperStore | 2% | 4% | 24 | accepted challenger | | object-storage | Backblaze B2 | 2% | 18% | 40 | accepted challenger | | object-storage | Dell ObjectScale | 0% | 0% | 11 | accepted challenger | | object-storage | Scality RING | 0% | 0% | 13 | accepted challenger | | object-storage | IBM Cloud Object Storage | 0% | 6% | 18 | accepted challenger | | object-storage | MinIO AIStor | 0% | 10% | 31 | accepted challenger | | observability-platforms | Datadog | 37% | 34% | 73 | criticized default | | observability-platforms | Dynatrace | 22% | 16% | 61 | accepted challenger | | observability-platforms | New Relic | 12% | 20% | 61 | accepted challenger | | observability-platforms | Splunk Observability Cloud | 6% | 24% | 37 | accepted challenger | | observability-platforms | OpenObserve | 2% | 0% | 10 | accepted challenger | | observability-platforms | Elastic Observability | 2% | 8% | 25 | accepted challenger | | observability-platforms | Splunk | 2% | 35% | 20 | criticized challenger | | observability-platforms | Chronosphere | 0% | 0% | 21 | accepted challenger | | observability-platforms | Grafana Labs | 0% | 0% | 13 | accepted challenger | | observability-platforms | Grafana | 0% | 12% | 33 | accepted challenger | | ot-and-iot-security | Claroty xDome | 35% | 8% | 63 | endorsed leader | | ot-and-iot-security | Nozomi Networks Guardian | 22% | 9% | 57 | accepted challenger | | ot-and-iot-security | Microsoft Defender for IoT | 15% | 12% | 48 | accepted challenger | | ot-and-iot-security | Dragos Platform | 9% | 11% | 53 | accepted challenger | | ot-and-iot-security | Armis Centrix | 6% | 18% | 44 | accepted challenger | | ot-and-iot-security | Fortinet OT Security Platform | 4% | 12% | 26 | accepted challenger | | ot-and-iot-security | Forescout Vistaro Platform | 2% | 10% | 20 | accepted challenger | | ot-and-iot-security | Palo Alto Networks | 0% | 8% | 12 | accepted challenger | | ot-and-iot-security | Tenable OT Security | 0% | 12% | 25 | accepted challenger | | patch-management | Microsoft Intune | 17% | 12% | 43 | accepted challenger | | patch-management | Automox | 15% | 4% | 53 | accepted challenger | | patch-management | NinjaOne Autonomous Patch Management | 15% | 5% | 38 | accepted challenger | | patch-management | ManageEngine Patch Manager Plus | 10% | 13% | 38 | accepted challenger | | patch-management | Action1 | 7% | 19% | 27 | accepted challenger | | patch-management | Patch My PC | 7% | 24% | 17 | accepted challenger | | patch-management | Tanium Patch | 5% | 18% | 33 | accepted challenger | | patch-management | Ivanti Neurons for Patch Management | 3% | 15% | 34 | accepted challenger | | patch-management | ManageEngine Endpoint Central | 2% | 9% | 11 | accepted challenger | | patch-management | HCL BigFix | 2% | 18% | 33 | accepted challenger | | patch-management | Microsoft Configuration Manager | 2% | 38% | 21 | criticized challenger | | patch-management | Windows Server Update Services | 0% | 85% | 13 | criticized challenger | | penetration-testing-as-a-service | NetSPI | 46% | 2% | 46 | endorsed leader | | penetration-testing-as-a-service | Synack | 23% | 2% | 47 | accepted challenger | | penetration-testing-as-a-service | Cobalt | 12% | 10% | 42 | accepted challenger | | penetration-testing-as-a-service | BreachLock | 6% | 4% | 25 | accepted challenger | | penetration-testing-as-a-service | Bishop Fox | 4% | 0% | 22 | accepted challenger | | penetration-testing-as-a-service | Mandiant | 2% | 7% | 15 | accepted challenger | | penetration-testing-as-a-service | Bugcrowd | 2% | 20% | 10 | accepted challenger | | penetration-testing-as-a-service | NCC Group | 0% | 0% | 18 | accepted challenger | | penetration-testing-as-a-service | Rapid7 | 0% | 0% | 15 | accepted challenger | | penetration-testing-as-a-service | Astra Security | 0% | 0% | 11 | accepted challenger | | penetration-testing-as-a-service | HackerOne | 0% | 12% | 17 | accepted challenger | | privileged-access-management | CyberArk Privileged Access Manager | 56% | 24% | 71 | endorsed leader | | privileged-access-management | ManageEngine PAM360 | 12% | 15% | 26 | accepted challenger | | privileged-access-management | BeyondTrust | 10% | 16% | 68 | accepted challenger | | privileged-access-management | Delinea Secret Server | 8% | 9% | 66 | accepted challenger | | privileged-access-management | KeeperPAM | 4% | 12% | 16 | accepted challenger | | privileged-access-management | StrongDM | 2% | 19% | 16 | accepted challenger | | privileged-access-management | Teleport | 0% | 8% | 13 | accepted challenger | | privileged-access-management | Microsoft Entra Privileged Identity Management | 0% | 27% | 11 | criticized challenger | | privileged-access-management | One Identity Safeguard | 0% | 33% | 18 | criticized challenger | | privileged-access-management | HashiCorp Vault | 0% | 37% | 27 | criticized challenger | | process-mining | Celonis Process Intelligence Platform | 67% | 15% | 72 | endorsed leader | | process-mining | Microsoft Power Automate Process Mining | 20% | 15% | 20 | accepted challenger | | process-mining | SAP Signavio Process Intelligence | 7% | 18% | 66 | accepted challenger | | process-mining | IBM Process Mining | 4% | 18% | 45 | accepted challenger | | process-mining | Microsoft Power Automate | 0% | 20% | 20 | accepted challenger | | process-mining | UiPath Process Mining | 0% | 23% | 61 | accepted challenger | | process-mining | ARIS | 0% | 25% | 12 | criticized challenger | | process-mining | Apromore | 0% | 27% | 22 | criticized challenger | | proxy-networks | Oxylabs | 42% | 6% | 63 | endorsed leader | | proxy-networks | Bright Data | 42% | 8% | 60 | endorsed leader | | proxy-networks | Decodo | 2% | 12% | 17 | accepted challenger | | proxy-networks | Zyte API | 0% | 0% | 11 | accepted challenger | | proxy-networks | SOAX | 0% | 18% | 17 | accepted challenger | | proxy-networks | Smartproxy | 0% | 23% | 13 | accepted challenger | | proxy-networks | NetNut | 0% | 29% | 24 | criticized challenger | | remote-monitoring-and-management | NinjaOne | 48% | 8% | 59 | endorsed leader | | remote-monitoring-and-management | Atera | 17% | 26% | 42 | criticized challenger | | remote-monitoring-and-management | N-able N-central | 9% | 19% | 31 | accepted challenger | | remote-monitoring-and-management | Microsoft Intune | 9% | 21% | 14 | accepted challenger | | remote-monitoring-and-management | ConnectWise Automate | 9% | 33% | 36 | criticized challenger | | remote-monitoring-and-management | ConnectWise RMM | 2% | 17% | 24 | accepted challenger | | remote-monitoring-and-management | Datto RMM | 2% | 26% | 39 | criticized challenger | | remote-monitoring-and-management | SuperOps | 0% | 27% | 11 | criticized challenger | | remote-monitoring-and-management | Kaseya VSA | 0% | 32% | 34 | criticized challenger | | remote-monitoring-and-management | Syncro | 0% | 37% | 19 | criticized challenger | | remote-support-and-remote-access | Splashtop Remote Support | 27% | 4% | 52 | accepted challenger | | remote-support-and-remote-access | BeyondTrust Remote Support | 25% | 9% | 46 | accepted challenger | | remote-support-and-remote-access | TeamViewer | 9% | 49% | 43 | criticized challenger | | remote-support-and-remote-access | LogMeIn Rescue | 5% | 14% | 28 | accepted challenger | | remote-support-and-remote-access | TeamViewer Tensor | 5% | 16% | 25 | accepted challenger | | remote-support-and-remote-access | Zoho Assist | 2% | 10% | 21 | accepted challenger | | remote-support-and-remote-access | ConnectWise ScreenConnect | 2% | 19% | 32 | accepted challenger | | remote-support-and-remote-access | AnyDesk | 0% | 45% | 31 | criticized challenger | | remote-support-and-remote-access | LogMeIn | 0% | 80% | 10 | criticized challenger | | robotic-process-automation | UiPath | 58% | 16% | 76 | endorsed leader | | robotic-process-automation | Microsoft Power Automate | 22% | 18% | 66 | accepted challenger | | robotic-process-automation | Automation Anywhere | 11% | 15% | 68 | accepted challenger | | robotic-process-automation | SS&C Blue Prism | 4% | 8% | 39 | accepted challenger | | robotic-process-automation | Blue Prism | 4% | 38% | 24 | criticized challenger | | robotic-process-automation | Pega | 0% | 27% | 15 | criticized challenger | | saas-management-platforms | Zylo | 59% | 10% | 72 | endorsed leader | | saas-management-platforms | BetterCloud | 9% | 14% | 44 | accepted challenger | | saas-management-platforms | Torii | 9% | 20% | 55 | accepted challenger | | saas-management-platforms | Zluri | 6% | 14% | 43 | accepted challenger | | saas-management-platforms | Vertice | 4% | 0% | 12 | accepted challenger | | saas-management-platforms | Flexera One | 4% | 19% | 27 | accepted challenger | | saas-management-platforms | ServiceNow SAM | 2% | 8% | 13 | accepted challenger | | saas-management-platforms | Josys | 0% | 10% | 10 | accepted challenger | | saas-management-platforms | Vendr | 0% | 14% | 14 | accepted challenger | | saas-management-platforms | Spendflo | 0% | 20% | 10 | accepted challenger | | saas-management-platforms | Productiv | 0% | 36% | 28 | criticized challenger | | saas-security-posture-management | AppOmni | 40% | 16% | 58 | endorsed leader | | saas-security-posture-management | CrowdStrike Falcon Shield | 8% | 14% | 22 | accepted challenger | | saas-security-posture-management | Obsidian Security | 6% | 7% | 42 | accepted challenger | | saas-security-posture-management | Wing Security | 4% | 29% | 14 | criticized challenger | | saas-security-posture-management | Adaptive Shield | 4% | 30% | 20 | criticized challenger | | saas-security-posture-management | Nudge Security | 4% | 30% | 20 | criticized challenger | | saas-security-posture-management | Zscaler SSPM | 2% | 11% | 19 | accepted challenger | | saas-security-posture-management | Obsidian | 2% | 17% | 12 | accepted challenger | | saas-security-posture-management | DoControl | 2% | 20% | 15 | accepted challenger | | saas-security-posture-management | Grip Security | 2% | 22% | 27 | accepted challenger | | saas-security-posture-management | Palo Alto Networks | 0% | 8% | 12 | accepted challenger | | saas-security-posture-management | Wiz | 0% | 17% | 12 | accepted challenger | | saas-security-posture-management | CrowdStrike Falcon SSPM | 0% | 18% | 11 | accepted challenger | | saas-security-posture-management | Valence Security | 0% | 30% | 10 | criticized challenger | | sase-platforms | Palo Alto Networks Prisma SASE | 26% | 15% | 52 | accepted challenger | | sase-platforms | Zscaler Zero Trust Exchange | 22% | 21% | 62 | accepted challenger | | sase-platforms | Cloudflare One | 18% | 22% | 40 | accepted challenger | | sase-platforms | Cato Networks | 12% | 11% | 36 | accepted challenger | | sase-platforms | Cato SASE Cloud | 6% | 36% | 14 | criticized challenger | | sase-platforms | Netskope One | 4% | 14% | 49 | accepted challenger | | sase-platforms | Cisco Secure Access | 0% | 22% | 18 | accepted challenger | | sase-platforms | Fortinet FortiSASE | 0% | 26% | 46 | criticized challenger | | sase-platforms | Versa SASE | 0% | 29% | 14 | criticized challenger | | sase-platforms | Cisco | 0% | 29% | 17 | criticized challenger | | sd-wan | Cisco Catalyst SD-WAN | 50% | 14% | 63 | endorsed leader | | sd-wan | Fortinet Secure SD-WAN | 28% | 2% | 60 | accepted challenger | | sd-wan | Cato SASE Cloud | 9% | 10% | 21 | accepted challenger | | sd-wan | HPE Aruba EdgeConnect | 4% | 5% | 37 | accepted challenger | | sd-wan | Palo Alto Networks Prisma SD-WAN | 2% | 4% | 46 | accepted challenger | | sd-wan | Aryaka | 2% | 6% | 16 | accepted challenger | | sd-wan | Versa Secure SD-WAN | 0% | 16% | 25 | accepted challenger | | sd-wan | VMware VeloCloud SD-WAN | 0% | 42% | 40 | criticized challenger | | sd-wan | Cisco Meraki SD-WAN | 0% | 47% | 17 | criticized challenger | | secrets-management | HashiCorp Vault | 61% | 18% | 82 | endorsed leader | | secrets-management | Infisical | 6% | 24% | 34 | accepted challenger | | secrets-management | Akeyless | 4% | 2% | 42 | accepted challenger | | secrets-management | OpenBao | 4% | 8% | 12 | accepted challenger | | secrets-management | CyberArk Secrets Manager | 4% | 11% | 19 | accepted challenger | | secrets-management | Doppler | 4% | 31% | 39 | criticized challenger | | secrets-management | AWS Secrets Manager | 4% | 31% | 61 | criticized challenger | | secrets-management | Azure Key Vault | 2% | 21% | 53 | accepted challenger | | secrets-management | CyberArk Conjur | 2% | 23% | 30 | accepted challenger | | secrets-management | Google Secret Manager | 2% | 25% | 40 | criticized challenger | | secrets-management | 1Password | 0% | 8% | 12 | accepted challenger | | secrets-management | Delinea Secret Server | 0% | 20% | 10 | accepted challenger | | secure-code-training | Secure Code Warrior | 33% | 20% | 55 | endorsed leader | | secure-code-training | SecureFlag | 22% | 5% | 60 | accepted challenger | | secure-code-training | Security Journey | 18% | 12% | 48 | accepted challenger | | secure-code-training | SafeStack Academy | 4% | 10% | 10 | accepted challenger | | secure-code-training | Checkmarx Codebashing | 2% | 9% | 11 | accepted challenger | | secure-code-training | Veracode Security Labs | 2% | 17% | 23 | accepted challenger | | secure-code-training | AppSecEngineer | 0% | 0% | 13 | accepted challenger | | secure-code-training | Codebashing | 0% | 9% | 11 | accepted challenger | | security-awareness-training | KnowBe4 | 74% | 12% | 73 | endorsed leader | | security-awareness-training | Hoxhunt | 14% | 12% | 50 | accepted challenger | | security-awareness-training | Proofpoint ZenGuide | 4% | 14% | 63 | accepted challenger | | security-awareness-training | SoSafe | 2% | 3% | 29 | accepted challenger | | security-awareness-training | Cofense PhishMe | 0% | 8% | 26 | accepted challenger | | security-awareness-training | Infosec IQ | 0% | 8% | 13 | accepted challenger | | security-awareness-training | Adaptive Security | 0% | 8% | 13 | accepted challenger | | security-awareness-training | Mimecast Engage | 0% | 18% | 17 | accepted challenger | | security-awareness-training | Arctic Wolf Managed Security Awareness | 0% | 18% | 11 | accepted challenger | | security-awareness-training | MetaCompliance | 0% | 27% | 15 | criticized challenger | | server-virtualization-platforms | Nutanix AHV | 37% | 2% | 62 | endorsed leader | | server-virtualization-platforms | VMware vSphere | 24% | 40% | 50 | criticized challenger | | server-virtualization-platforms | Microsoft Hyper-V | 11% | 2% | 41 | accepted challenger | | server-virtualization-platforms | Red Hat Virtualization | 2% | 25% | 12 | criticized challenger | | server-virtualization-platforms | Proxmox VE | 2% | 44% | 55 | criticized challenger | | server-virtualization-platforms | Red Hat OpenShift Virtualization | 0% | 4% | 24 | accepted challenger | | server-virtualization-platforms | KVM | 0% | 15% | 13 | accepted challenger | | server-virtualization-platforms | Citrix Hypervisor | 0% | 57% | 21 | criticized challenger | | server-virtualization-platforms | XCP-ng | 0% | 64% | 11 | criticized challenger | | server-virtualization-platforms | Oracle VM VirtualBox | 0% | 100% | 10 | criticized challenger | | siem-platforms | Microsoft Sentinel | 41% | 17% | 72 | endorsed leader | | siem-platforms | Splunk Enterprise Security | 26% | 24% | 68 | accepted challenger | | siem-platforms | Google Security Operations | 9% | 0% | 30 | accepted challenger | | siem-platforms | Exabeam | 6% | 10% | 41 | accepted challenger | | siem-platforms | IBM QRadar | 6% | 35% | 55 | criticized challenger | | siem-platforms | Securonix Unified Defense SIEM | 2% | 17% | 30 | accepted challenger | | siem-platforms | Rapid7 InsightIDR | 2% | 20% | 15 | accepted challenger | | siem-platforms | LogRhythm | 2% | 43% | 21 | criticized challenger | | siem-platforms | Palo Alto Networks Cortex XSIAM | 0% | 4% | 25 | accepted challenger | | siem-platforms | CrowdStrike Falcon Next-Gen SIEM | 0% | 8% | 13 | accepted challenger | | siem-platforms | Elastic Security | 0% | 11% | 38 | accepted challenger | | siem-platforms | Sumo Logic Cloud SIEM | 0% | 21% | 14 | accepted challenger | | soar-platforms | Cortex XSOAR | 41% | 32% | 72 | criticized default | | soar-platforms | Splunk SOAR | 16% | 34% | 73 | criticized challenger | | soar-platforms | Tines | 12% | 5% | 38 | accepted challenger | | soar-platforms | Swimlane Turbine | 6% | 3% | 38 | accepted challenger | | soar-platforms | Microsoft Sentinel | 6% | 9% | 46 | accepted challenger | | soar-platforms | Torq | 4% | 4% | 27 | accepted challenger | | soar-platforms | Google Security Operations SOAR | 4% | 35% | 23 | criticized challenger | | soar-platforms | Rapid7 InsightConnect | 2% | 20% | 10 | accepted challenger | | soar-platforms | IBM QRadar SOAR | 2% | 29% | 41 | criticized challenger | | soar-platforms | D3 Security Smart SOAR | 0% | 9% | 11 | accepted challenger | | soar-platforms | ServiceNow Security Operations | 0% | 10% | 10 | accepted challenger | | software-composition-analysis | Black Duck | 23% | 18% | 60 | accepted challenger | | software-composition-analysis | Sonatype Lifecycle | 21% | 9% | 45 | accepted challenger | | software-composition-analysis | Mend.io | 14% | 25% | 48 | criticized challenger | | software-composition-analysis | Trivy | 9% | 20% | 15 | accepted challenger | | software-composition-analysis | OWASP Dependency-Track | 5% | 0% | 11 | accepted challenger | | software-composition-analysis | Snyk Open Source | 5% | 32% | 60 | criticized challenger | | software-composition-analysis | Aikido Security | 4% | 0% | 10 | accepted challenger | | software-composition-analysis | JFrog Xray | 4% | 12% | 17 | accepted challenger | | software-composition-analysis | GitHub Advanced Security | 4% | 30% | 20 | criticized challenger | | software-composition-analysis | OWASP Dependency-Check | 4% | 63% | 19 | criticized challenger | | software-composition-analysis | Endor Labs | 0% | 0% | 10 | accepted challenger | | software-composition-analysis | Checkmarx SCA | 0% | 18% | 17 | accepted challenger | | software-composition-analysis | FOSSA | 0% | 21% | 19 | accepted challenger | | software-composition-analysis | Veracode SCA | 0% | 33% | 15 | criticized challenger | | source-control-hosting | GitHub | 54% | 22% | 92 | endorsed leader | | source-control-hosting | GitLab | 30% | 13% | 82 | endorsed leader | | source-control-hosting | Azure DevOps | 4% | 15% | 34 | accepted challenger | | source-control-hosting | Bitbucket | 4% | 28% | 75 | criticized challenger | | source-control-hosting | Azure Repos | 0% | 10% | 20 | accepted challenger | | source-control-hosting | Perforce Helix Core | 0% | 18% | 11 | accepted challenger | | source-control-hosting | AWS CodeCommit | 0% | 50% | 14 | criticized challenger | | source-control-hosting | Gitea | 0% | 55% | 11 | criticized challenger | | static-application-security-testing | Checkmarx One | 54% | 18% | 74 | endorsed leader | | static-application-security-testing | Veracode Static Analysis | 13% | 23% | 64 | accepted challenger | | static-application-security-testing | SonarQube | 9% | 29% | 45 | criticized challenger | | static-application-security-testing | Snyk Code | 4% | 12% | 32 | accepted challenger | | static-application-security-testing | Semgrep | 4% | 31% | 49 | criticized challenger | | static-application-security-testing | Black Duck Coverity | 2% | 19% | 21 | accepted challenger | | static-application-security-testing | CodeQL | 2% | 24% | 21 | accepted challenger | | static-application-security-testing | GitHub Advanced Security | 2% | 29% | 14 | criticized challenger | | static-application-security-testing | Snyk | 0% | 29% | 21 | criticized challenger | | static-application-security-testing | OpenText Fortify | 0% | 29% | 45 | criticized challenger | | streaming-platforms | Confluent Cloud | 61% | 17% | 70 | endorsed leader | | streaming-platforms | Redpanda | 9% | 10% | 40 | accepted challenger | | streaming-platforms | Apache Kafka | 9% | 34% | 47 | criticized challenger | | streaming-platforms | Aiven for Apache Kafka | 6% | 0% | 19 | accepted challenger | | streaming-platforms | Amazon MSK | 4% | 2% | 44 | accepted challenger | | streaming-platforms | Azure Event Hubs | 2% | 27% | 44 | criticized challenger | | streaming-platforms | IBM Event Streams | 0% | 9% | 11 | accepted challenger | | streaming-platforms | Google Cloud Pub/Sub | 0% | 27% | 33 | criticized challenger | | streaming-platforms | Apache Pulsar | 0% | 31% | 29 | criticized challenger | | streaming-platforms | Amazon Kinesis Data Streams | 0% | 40% | 30 | criticized challenger | | telemetry-pipelines | Cribl Stream | 44% | 2% | 49 | endorsed leader | | telemetry-pipelines | OpenTelemetry Collector | 28% | 3% | 37 | accepted challenger | | telemetry-pipelines | Dynatrace | 6% | 5% | 19 | accepted challenger | | telemetry-pipelines | Vector | 4% | 0% | 19 | accepted challenger | | telemetry-pipelines | Datadog | 2% | 39% | 31 | criticized challenger | | telemetry-pipelines | Datadog Observability Pipelines | 0% | 0% | 11 | accepted challenger | | telemetry-pipelines | Mezmo Telemetry Pipeline | 0% | 0% | 11 | accepted challenger | | telemetry-pipelines | Fluent Bit | 0% | 0% | 10 | accepted challenger | | telemetry-pipelines | Chronosphere Telemetry Pipeline | 0% | 6% | 16 | accepted challenger | | telemetry-pipelines | Elastic Observability | 0% | 8% | 13 | accepted challenger | | telemetry-pipelines | Splunk Observability Cloud | 0% | 29% | 31 | criticized challenger | | telemetry-pipelines | New Relic | 0% | 35% | 17 | criticized challenger | | third-party-risk-management | ProcessUnity | 19% | 13% | 46 | accepted challenger | | third-party-risk-management | OneTrust Third-Party Risk Management | 19% | 23% | 57 | accepted challenger | | third-party-risk-management | Bitsight | 13% | 21% | 42 | accepted challenger | | third-party-risk-management | UpGuard | 9% | 12% | 34 | accepted challenger | | third-party-risk-management | Prevalent | 4% | 7% | 29 | accepted challenger | | third-party-risk-management | Vanta | 4% | 14% | 22 | accepted challenger | | third-party-risk-management | Aravo | 2% | 7% | 14 | accepted challenger | | third-party-risk-management | Venminder | 2% | 14% | 14 | accepted challenger | | third-party-risk-management | ServiceNow Third-Party Risk Management | 2% | 18% | 17 | accepted challenger | | third-party-risk-management | SecurityScorecard | 2% | 26% | 31 | criticized challenger | | third-party-risk-management | Archer | 2% | 39% | 33 | criticized challenger | | third-party-risk-management | Riskonnect | 0% | 14% | 14 | accepted challenger | | third-party-risk-management | Panorays | 0% | 18% | 11 | accepted challenger | | third-party-risk-management | MetricStream | 0% | 28% | 18 | criticized challenger | | threat-intelligence-platforms | Recorded Future Intelligence Cloud | 73% | 13% | 68 | endorsed leader | | threat-intelligence-platforms | Anomali ThreatStream | 6% | 20% | 40 | accepted challenger | | threat-intelligence-platforms | ThreatConnect | 4% | 28% | 46 | criticized challenger | | threat-intelligence-platforms | CrowdStrike Falcon Intelligence | 2% | 12% | 24 | accepted challenger | | threat-intelligence-platforms | Flashpoint Ignite | 0% | 0% | 21 | accepted challenger | | threat-intelligence-platforms | Cyware Intel Exchange | 0% | 0% | 12 | accepted challenger | | threat-intelligence-platforms | Microsoft Defender Threat Intelligence | 0% | 8% | 12 | accepted challenger | | threat-intelligence-platforms | Google Threat Intelligence | 0% | 22% | 27 | accepted challenger | | threat-intelligence-platforms | Mandiant Threat Intelligence | 0% | 33% | 24 | criticized challenger | | threat-intelligence-platforms | OpenCTI | 0% | 40% | 15 | criticized challenger | | threat-intelligence-platforms | MISP | 0% | 53% | 17 | criticized challenger | | time-series-databases | TimescaleDB | 47% | 6% | 70 | endorsed leader | | time-series-databases | InfluxDB | 17% | 23% | 62 | accepted challenger | | time-series-databases | VictoriaMetrics | 15% | 3% | 36 | accepted challenger | | time-series-databases | QuestDB | 8% | 5% | 42 | accepted challenger | | time-series-databases | Amazon Timestream | 3% | 17% | 36 | accepted challenger | | time-series-databases | InfluxDB 3 Enterprise | 3% | 17% | 12 | accepted challenger | | time-series-databases | Thanos | 0% | 10% | 10 | accepted challenger | | time-series-databases | ClickHouse Cloud | 0% | 13% | 39 | accepted challenger | | time-series-databases | Prometheus | 0% | 47% | 30 | criticized challenger | | time-series-databases | OpenTSDB | 0% | 90% | 10 | criticized challenger | | unified-endpoint-management | Microsoft Intune | 85% | 5% | 73 | endorsed leader | | unified-endpoint-management | Omnissa Workspace ONE | 10% | 20% | 71 | accepted challenger | | unified-endpoint-management | Hexnode UEM | 2% | 33% | 12 | criticized challenger | | unified-endpoint-management | Jamf | 0% | 12% | 52 | accepted challenger | | unified-endpoint-management | Ivanti Neurons for UEM | 0% | 17% | 48 | accepted challenger | | unified-endpoint-management | IBM MaaS360 | 0% | 17% | 24 | accepted challenger | | unified-endpoint-management | SOTI MobiControl | 0% | 18% | 11 | accepted challenger | | unified-endpoint-management | NinjaOne | 0% | 19% | 16 | accepted challenger | | unified-endpoint-management | ManageEngine Endpoint Central | 0% | 19% | 42 | accepted challenger | | vector-databases | Pinecone | 59% | 25% | 77 | endorsed leader | | vector-databases | Qdrant | 9% | 10% | 69 | accepted challenger | | vector-databases | Milvus | 9% | 23% | 57 | accepted challenger | | vector-databases | Weaviate | 7% | 13% | 71 | accepted challenger | | vector-databases | pgvector | 7% | 22% | 49 | accepted challenger | | vector-databases | Zilliz Cloud | 2% | 6% | 16 | accepted challenger | | vector-databases | Elasticsearch | 2% | 12% | 16 | accepted challenger | | vector-databases | Azure AI Search | 0% | 0% | 16 | accepted challenger | | vector-databases | Milvus / Zilliz Cloud | 0% | 13% | 15 | accepted challenger | | vector-databases | Chroma | 0% | 52% | 23 | criticized challenger | | video-conferencing | Microsoft | 57% | 4% | 69 | endorsed leader | | video-conferencing | Zoom Workplace | 23% | 22% | 72 | accepted challenger | | video-conferencing | Cisco Webex | 13% | 13% | 55 | accepted challenger | | video-conferencing | WebEx | 8% | 15% | 13 | accepted challenger | | video-conferencing | TrueConf | 0% | 15% | 13 | accepted challenger | | video-conferencing | Google Meet | 0% | 22% | 45 | accepted challenger | | virtual-desktops | Citrix DaaS | 28% | 21% | 71 | accepted challenger | | virtual-desktops | Azure Virtual Desktop | 23% | 23% | 44 | accepted challenger | | virtual-desktops | Microsoft Azure Virtual Desktop | 18% | 10% | 31 | accepted challenger | | virtual-desktops | Windows 365 | 16% | 25% | 32 | criticized challenger | | virtual-desktops | Amazon WorkSpaces | 4% | 23% | 57 | accepted challenger | | virtual-desktops | Nerdio Manager | 0% | 0% | 14 | accepted challenger | | virtual-desktops | Omnissa Horizon | 0% | 23% | 26 | accepted challenger | | virtual-desktops | VMware Horizon | 0% | 25% | 28 | criticized challenger | | vulnerability-management-platforms | Qualys VMDR | 32% | 21% | 67 | endorsed leader | | vulnerability-management-platforms | Tenable Vulnerability Management | 32% | 21% | 57 | endorsed leader | | vulnerability-management-platforms | Tenable One | 13% | 6% | 16 | accepted challenger | | vulnerability-management-platforms | Microsoft Defender Vulnerability Management | 8% | 10% | 29 | accepted challenger | | vulnerability-management-platforms | Rapid7 InsightVM | 8% | 20% | 66 | accepted challenger | | vulnerability-management-platforms | ManageEngine Vulnerability Manager Plus | 2% | 15% | 13 | accepted challenger | | vulnerability-management-platforms | CrowdStrike Falcon Exposure Management | 0% | 0% | 14 | accepted challenger | | vulnerability-management-platforms | Wiz | 0% | 7% | 14 | accepted challenger | | vulnerability-management-platforms | OpenVAS | 0% | 100% | 11 | criticized challenger | | web-application-firewalls | Cloudflare WAF | 59% | 3% | 63 | endorsed leader | | web-application-firewalls | Akamai App & API Protector | 16% | 8% | 50 | accepted challenger | | web-application-firewalls | Imperva Cloud WAF | 8% | 12% | 56 | accepted challenger | | web-application-firewalls | Fastly Next-Gen WAF | 4% | 14% | 22 | accepted challenger | | web-application-firewalls | F5 BIG-IP Advanced WAF | 4% | 18% | 28 | accepted challenger | | web-application-firewalls | AWS WAF | 2% | 29% | 49 | criticized challenger | | web-application-firewalls | Fortinet FortiWeb | 0% | 14% | 14 | accepted challenger | | web-application-firewalls | Radware Cloud WAF | 0% | 21% | 14 | accepted challenger | | web-application-firewalls | Azure WAF | 0% | 53% | 17 | criticized challenger | | website-and-synthetic-monitoring | Dynatrace | 24% | 17% | 36 | accepted challenger | | website-and-synthetic-monitoring | Uptime.com | 18% | 4% | 28 | accepted challenger | | website-and-synthetic-monitoring | Datadog Synthetic Monitoring | 18% | 23% | 56 | accepted challenger | | website-and-synthetic-monitoring | UptimeRobot | 16% | 36% | 39 | criticized challenger | | website-and-synthetic-monitoring | Hyperping | 6% | 0% | 10 | accepted challenger | | website-and-synthetic-monitoring | Catchpoint | 4% | 11% | 19 | accepted challenger | | website-and-synthetic-monitoring | Better Stack | 2% | 20% | 20 | accepted challenger | | website-and-synthetic-monitoring | New Relic Synthetics | 2% | 21% | 33 | accepted challenger | | website-and-synthetic-monitoring | Cisco ThousandEyes | 0% | 0% | 12 | accepted challenger | | website-and-synthetic-monitoring | Site24x7 | 0% | 11% | 18 | accepted challenger | | website-and-synthetic-monitoring | AppDynamics | 0% | 15% | 13 | accepted challenger | | website-and-synthetic-monitoring | Pingdom | 0% | 44% | 25 | criticized challenger | | workflow-orchestration | Apache Airflow | 26% | 25% | 61 | accepted challenger | | workflow-orchestration | Prefect | 13% | 9% | 44 | accepted challenger | | workflow-orchestration | Camunda | 9% | 3% | 33 | accepted challenger | | workflow-orchestration | Temporal | 9% | 6% | 47 | accepted challenger | | workflow-orchestration | Dagster | 9% | 13% | 45 | accepted challenger | | workflow-orchestration | Workato | 6% | 15% | 20 | accepted challenger | | workflow-orchestration | BMC Control-M | 6% | 25% | 20 | criticized challenger | | workflow-orchestration | Astronomer Astro | 4% | 10% | 21 | accepted challenger | | workflow-orchestration | AWS Step Functions | 2% | 29% | 21 | criticized challenger | | workflow-orchestration | Microsoft Power Automate | 2% | 53% | 17 | criticized challenger | | workflow-orchestration | Google Cloud Composer | 0% | 0% | 10 | accepted challenger | | workflow-orchestration | Argo Workflows | 0% | 12% | 16 | accepted challenger | | workflow-orchestration | Kestra | 0% | 30% | 10 | criticized challenger | | workflow-orchestration | n8n | 0% | 42% | 12 | criticized challenger | | workflow-orchestration | ServiceNow | 0% | 42% | 12 | criticized challenger | | workflow-orchestration | Zapier | 0% | 72% | 18 | criticized challenger | | workforce-identity-and-sso | Microsoft Entra ID | 49% | 12% | 72 | endorsed leader | | workforce-identity-and-sso | Okta Workforce Identity | 44% | 19% | 79 | endorsed leader | | workforce-identity-and-sso | Ping Identity | 3% | 8% | 62 | accepted challenger | | workforce-identity-and-sso | OneLogin | 2% | 45% | 22 | criticized challenger | | workforce-identity-and-sso | CyberArk Identity | 0% | 7% | 27 | accepted challenger | | workforce-identity-and-sso | IBM Verify | 0% | 12% | 17 | accepted challenger | | workforce-identity-and-sso | SailPoint Identity Security Cloud | 0% | 21% | 19 | accepted challenger | | workforce-identity-and-sso | JumpCloud | 0% | 27% | 15 | criticized challenger | | workforce-identity-and-sso | ForgeRock Identity Platform | 0% | 35% | 17 | criticized challenger | | zero-trust-network-access | Zscaler Private Access | 53% | 14% | 63 | endorsed leader | | zero-trust-network-access | Cloudflare One | 12% | 2% | 60 | accepted challenger | | zero-trust-network-access | Palo Alto Networks Prisma Access | 11% | 12% | 51 | accepted challenger | | zero-trust-network-access | Microsoft Entra Private Access | 5% | 0% | 21 | accepted challenger | | zero-trust-network-access | Netskope Private Access | 4% | 8% | 36 | accepted challenger | | zero-trust-network-access | Twingate | 2% | 24% | 17 | accepted challenger | | zero-trust-network-access | Fortinet Universal ZTNA | 0% | 0% | 12 | accepted challenger | | zero-trust-network-access | Cisco Secure Access | 0% | 20% | 15 | accepted challenger | ## Treatment of lab-affiliated products by model Self-preference is only measurable with a control group: how the lab's own model treats its products compared with how every other model treats the same products. have no products in the covered categories with enough labels to measure, so nothing is claimed about them. **Anthropic products** (5 products, 84 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | Claude | 1/1/2 | | 2/2/4 | 3/4/7 | 3/0/3 | | 2/3/5 | 3/0/3 | 1/0/1 | 1/3/4 | 2/1/3 | 2/0/2 | 1/2/3 | 3/3/6 | | Claude Code | | 1/0/1 | 2/2/4 | 2/1/3 | 0/2/2 | 1/0/1 | 3/2/5 | 1/0/1 | 1/1/2 | 0/1/1 | | 0/1/1 | 1/0/1 | 2/0/2 | | Anthropic Claude Enterprise | | 1/0/1 | 0/1/1 | | 3/0/3 | | 1/0/1 | | | | 1/0/1 | 1/0/1 | | 1/0/1 | | Anthropic | | 1/0/1 | 1/0/1 | | | | | | | 0/1/1 | | | 0/1/1 | | | Claude for Enterprise | 2/0/2 | | 1/0/1 | | | | | | | 1/0/1 | | | | | Mean label weight on Anthropic products: Claude Haiku 4.5 +0.75 over 4 labels; the other 13 models +0.09 over 80 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. **OpenAI products** (5 products, 85 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | ChatGPT | 2/1/3 | 1/0/1 | 3/3/6 | 3/3/6 | 4/2/6 | 5/0/5 | 2/4/6 | 3/0/3 | 3/0/3 | 3/2/5 | 3/1/4 | 3/3/6 | 3/2/5 | 3/4/7 | | OpenAI | | 1/1/2 | 1/0/1 | | 1/0/1 | | | | | | | 1/0/1 | 0/1/1 | | | OpenAI Codex | | 2/0/2 | | | | | 0/1/1 | | 0/1/1 | | 0/1/1 | | 1/0/1 | | | OpenAI ChatGPT Enterprise | | | 1/0/1 | | 1/0/1 | | | | | | 1/0/1 | 1/0/1 | | 1/0/1 | | OpenAI's ChatGPT Enterprise | | | | | | | | 1/0/1 | | | | | | 0/1/1 | Mean label weight on OpenAI products: GPT-5.4 mini, GPT-6 Luna +0.58 over 12 labels; the other 12 models +0.37 over 73 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. **Google products** (94 products, 1365 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | Apigee | 10/1/11 | 6/1/7 | 7/7/14 | 7/3/10 | 12/3/15 | 8/2/10 | 9/4/13 | 6/1/7 | 9/1/10 | 8/4/12 | 8/4/12 | 9/3/12 | 9/1/10 | 8/3/11 | | Google Cloud | 6/0/6 | 8/0/8 | 5/1/6 | 6/3/9 | 7/2/9 | 8/1/9 | 6/0/6 | 5/1/6 | 5/2/7 | 4/1/5 | 3/1/4 | 5/0/5 | 4/1/5 | 6/0/6 | | Google BigQuery | 4/1/5 | 6/0/6 | 5/2/7 | 5/2/7 | 5/2/7 | 7/0/7 | 6/1/7 | 4/1/5 | 7/0/7 | 3/2/5 | 5/0/5 | 5/1/6 | 5/1/6 | 5/1/6 | | Google Password Manager | 4/1/5 | 3/0/3 | 6/1/7 | 4/1/5 | 6/1/7 | 3/1/4 | 6/0/6 | 4/0/4 | 5/0/5 | 5/1/6 | 4/1/5 | 4/0/4 | 5/0/5 | 5/1/6 | | Google Kubernetes Engine | 3/1/4 | 6/0/6 | 5/1/6 | 2/1/3 | 6/0/6 | 5/0/5 | 5/0/5 | 1/1/2 | 5/1/6 | 4/2/6 | 3/2/5 | 4/0/4 | 6/1/7 | 4/1/5 | | Google Vertex AI | 3/1/4 | 4/0/4 | 3/2/5 | 3/1/4 | 4/3/7 | 4/0/4 | 3/2/5 | 3/1/4 | 2/2/4 | 5/1/6 | 3/0/3 | 3/2/5 | 1/0/1 | 3/2/5 | | Google Cloud SQL | 4/0/4 | 4/0/4 | 2/0/2 | 4/1/5 | 4/1/5 | 3/0/3 | 4/1/5 | 3/0/3 | 1/1/2 | 5/0/5 | 4/0/4 | 4/0/4 | 4/1/5 | 4/0/4 | | Google Security Operations | 1/0/1 | 2/0/2 | 4/0/4 | 3/0/3 | 5/1/6 | 3/0/3 | 5/0/5 | 1/0/1 | 2/1/3 | 6/0/6 | | 5/0/5 | 4/0/4 | 5/0/5 | | Google Cloud Storage | 1/1/2 | 5/0/5 | 3/1/4 | 2/1/3 | 5/1/6 | 3/1/4 | 2/2/4 | 1/1/2 | 3/1/4 | 3/0/3 | 2/0/2 | 2/1/3 | 2/0/2 | 3/1/4 | | Google Secret Manager | 1/1/2 | 2/1/3 | 4/1/5 | 1/0/1 | 3/3/6 | 3/1/4 | 2/2/4 | 1/0/1 | 2/0/2 | 3/2/5 | 2/0/2 | 3/1/4 | 2/1/3 | 3/0/3 | | Google Meet | 3/0/3 | 3/0/3 | 5/0/5 | 1/1/2 | 2/1/3 | 1/0/1 | 1/2/3 | 3/0/3 | 3/0/3 | 1/2/3 | 4/1/5 | 4/1/5 | 3/1/4 | 1/1/2 | | Google Artifact Registry | 3/0/3 | 3/0/3 | 4/1/5 | 1/0/1 | 3/2/5 | 2/0/2 | 2/1/3 | 1/1/2 | 1/0/1 | 5/0/5 | 3/0/3 | 3/0/3 | 2/1/3 | 1/0/1 | | Google Gemini | | 3/1/4 | 1/2/3 | 0/2/2 | 2/0/2 | | 2/1/3 | | 2/0/2 | 1/2/3 | 2/1/3 | 2/0/2 | 3/2/5 | 3/2/5 | | Google Cloud DNS | 1/0/1 | 1/1/2 | 3/1/4 | 1/0/1 | 3/2/5 | 1/0/1 | 3/1/4 | | 2/1/3 | 2/1/3 | 3/2/5 | 2/0/2 | 1/0/1 | 2/0/2 | | Google Document AI | 1/0/1 | 1/0/1 | 2/2/4 | 1/0/1 | 2/3/5 | 1/1/2 | 1/0/1 | | 2/0/2 | 2/1/3 | 1/1/2 | | 3/2/5 | 2/0/2 | | Google Threat Intelligence | 1/1/2 | | 1/0/1 | 0/1/1 | 1/0/1 | 1/1/2 | 3/0/3 | 1/0/1 | | 4/0/4 | 1/1/2 | 2/0/2 | 4/0/4 | 2/2/4 | | Gemini Code Assist | 1/0/1 | 5/0/5 | 2/0/2 | 1/0/1 | 3/1/4 | 2/0/2 | 1/0/1 | 2/0/2 | | 1/1/2 | 2/1/3 | | 1/0/1 | 1/1/2 | | Mandiant Threat Intelligence | 2/0/2 | 1/0/1 | 2/0/2 | 2/1/3 | 1/2/3 | 0/1/1 | 2/0/2 | 0/1/1 | 3/0/3 | 1/1/2 | | 1/1/2 | | 1/1/2 | | Google Security Operations SOAR | 1/0/1 | 1/0/1 | 0/1/1 | | 3/1/4 | 0/1/1 | 2/1/3 | 1/0/1 | | 1/1/2 | 3/0/3 | 1/2/3 | 1/0/1 | 1/1/2 | | Google Cloud Armor | 1/0/1 | 1/0/1 | 1/1/2 | | 3/0/3 | 1/0/1 | | | 1/0/1 | 2/0/2 | 1/0/1 | 3/0/3 | 3/0/3 | 1/1/2 | | Google Cloud CDN | | 1/0/1 | 1/1/2 | 1/0/1 | 2/1/3 | 1/0/1 | 1/0/1 | 2/0/2 | 1/0/1 | 1/1/2 | 2/0/2 | | 1/0/1 | 3/0/3 | | GCP | 1/0/1 | 2/1/3 | 2/0/2 | | 2/1/3 | 0/1/1 | 1/1/2 | | | 0/1/1 | 0/1/1 | 2/1/3 | | 0/3/3 | | Google Cloud Load Balancing | 2/0/2 | | 1/0/1 | 0/1/1 | 3/0/3 | 1/1/2 | 2/0/2 | 2/0/2 | 0/1/1 | 1/0/1 | 1/0/1 | 2/0/2 | 1/0/1 | 1/0/1 | | Mandiant | 2/0/2 | | 1/0/1 | 1/1/2 | 2/0/2 | | 1/0/1 | 1/0/1 | 1/0/1 | 3/1/4 | 1/0/1 | 1/0/1 | 1/0/1 | 2/0/2 | | Google Cloud Spanner | | | 2/1/3 | | 3/0/3 | 1/0/1 | 1/0/1 | | 2/1/3 | 1/1/2 | 1/0/1 | 1/0/1 | 1/0/1 | | | Google Cloud Bigtable | | | 2/0/2 | 2/0/2 | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | | 1/0/1 | | 3/0/3 | 1/0/1 | 1/0/1 | | Google Gemini for Workspace | 2/0/2 | | 1/0/1 | 1/0/1 | 4/0/4 | | | | | 2/0/2 | | 1/0/1 | | | | Google Vault | | 0/1/1 | 0/2/2 | 0/1/1 | 1/1/2 | | 0/1/1 | | | | 1/0/1 | 1/1/2 | | 1/0/1 | | Google Cloud Billing | | 1/0/1 | 0/1/1 | | 0/1/1 | | 0/1/1 | | 0/1/1 | 0/1/1 | 1/0/1 | 1/2/3 | | | | Google Cloud Composer | 1/0/1 | | 1/0/1 | | 1/0/1 | 1/0/1 | 1/0/1 | | 1/0/1 | 1/0/1 | 1/0/1 | | 1/0/1 | 1/0/1 | | Google Security Command Center | 1/0/1 | | | | 0/2/2 | 1/0/1 | | | 0/1/1 | 0/1/1 | 1/0/1 | | 1/0/1 | 1/0/1 | | Google Workspace | | | 2/1/3 | | | 1/0/1 | 0/1/1 | | 2/1/3 | | | | | 1/0/1 | | Google Cloud Dataflow | 1/1/2 | | 0/1/1 | | 1/0/1 | | 0/1/1 | | 1/0/1 | 2/0/2 | 1/0/1 | | | | | Google Kubernetes Engine Enterprise | | | 0/1/1 | | 2/0/2 | 1/0/1 | 1/0/1 | | | 2/0/2 | | 1/0/1 | | 0/1/1 | | Google Cloud Deployment Manager | | 0/1/1 | 0/1/1 | | 0/2/2 | | | | 0/1/1 | 1/1/2 | | | | 0/1/1 | | Google Cloud Firestore | 1/0/1 | | | | | 1/0/1 | | | 3/1/4 | | | | 1/1/2 | | | Mandiant Attack Surface Management | 1/0/1 | | | 1/0/1 | | 0/1/1 | | 1/0/1 | | 1/0/1 | | 1/0/1 | 1/0/1 | | | Google Authenticator | 1/0/1 | | 0/1/1 | | 0/1/1 | 0/1/1 | 0/1/1 | | | 0/1/1 | | 0/1/1 | | | | Google Cloud Infrastructure Manager | 1/0/1 | | | 1/0/1 | | | | 1/0/1 | | 1/0/1 | | | 1/0/1 | 2/0/2 | | Google Container Registry | | | | | | 1/0/1 | 0/1/1 | | | 0/1/1 | 0/1/1 | | 0/1/1 | 1/0/1 | | Google Cloud Identity | 1/0/1 | | | 0/1/1 | 1/0/1 | 1/0/1 | | | | | | | 1/0/1 | | | Google Cloud Data Fusion | | | | | 1/0/1 | | 1/0/1 | 1/0/1 | | | | 1/0/1 | 1/0/1 | | | Google Public DNS | 0/1/1 | | | | 0/1/1 | | 0/1/1 | | | | 0/1/1 | | 0/1/1 | | | Google Cloud Backup and DR Service | 1/0/1 | 1/0/1 | | | | | 0/1/1 | | | | | | | 1/0/1 | | Google Drive | | | 0/1/1 | | | | | | 0/2/2 | | | | | 0/1/1 | | Google Cloud Logging | 1/0/1 | | | | | 1/0/1 | | | | | | | 1/1/2 | | | Google Cloud Workflows | 1/0/1 | | | | | 1/0/1 | | | | | | | 1/0/1 | 0/1/1 | | Gemini Enterprise Agent Platform | | 1/0/1 | | 1/0/1 | | | | 1/0/1 | | | | | | 1/0/1 | | Firebase Authentication | | | | | | | | | 0/1/1 | 1/0/1 | 0/1/1 | | | | | Google Cloud Managed Service for Apache Kafka | | 1/0/1 | | 1/0/1 | | | | | | | | | 1/0/1 | | | Google Cloud Data Catalog | | | | | | | 0/1/1 | | | | 1/0/1 | | | 1/0/1 | | Google reCAPTCHA | | | 0/1/1 | | 0/2/2 | | | | | | | | | | | Google Cloud DLP | | 1/0/1 | | | | | | | 0/1/1 | | | | | | | Google Titan | 1/0/1 | | | | | | | | | | | | | 1/0/1 | | Google Cloud Cost Management | | | | | | 1/0/1 | | 1/0/1 | | | | | | | | Google Cloud Source Repositories | | | 0/1/1 | | 1/0/1 | | | | | | | | | | | Google Cloud API Gateway | 1/0/1 | | | | | 1/0/1 | | | | | | | | | | Google AlloyDB for PostgreSQL | | | | | | | 1/0/1 | | | | | | 1/0/1 | | | Google BeyondCorp Enterprise | 1/0/1 | | | | | | 1/0/1 | | | | | | | | | Google Endpoint Management | | | | | | | | | | | | 1/0/1 | 0/1/1 | | | Google Compute Engine | | | | | | 0/1/1 | | 1/0/1 | | | | | | | | Google Workspace AI | | | | | | | | | 1/0/1 | | 1/0/1 | | | | | Google's Gemini Enterprise | | | | | | | | 1/0/1 | | | | | | 0/1/1 | | Google Cloud Operations | | | 0/1/1 | | | | | | | | | | | 0/1/1 | | Google Docs | | | | | 0/1/1 | | 0/1/1 | | | | | | | | | Google Security Operations agentic SOC | | 1/0/1 | | | | | | | | | | | 1/0/1 | | | Mandiant Advantage | | | | | | | | | 1/0/1 | | | | | | | Google Security | | | | | | | | | | | | 1/0/1 | | | | Google Cloud Sensitive Data Protection | | | | | | | | | | | | | 0/1/1 | | | Google Workspace 2-Step Verification | | | | | | | | | 1/0/1 | | | | | | | GCP Cloud Armor | | | | | | | | | | 1/0/1 | | | | | | Google Cloud Container Security | | 0/1/1 | | | | | | | | | | | | | | Google Chronicle | | | 1/0/1 | | | | | | | | | | | | | Google Code | | | | | | | | | | | 0/1/1 | | | | | Firebase Remote Config | | | 0/1/1 | | | | | | | | | | | | | Firebase Crashlytics | | | | 1/0/1 | | | | | | | | | | | | Firebase Realtime Database | | | | | | | | | 1/0/1 | | | | | | | Google Cloud Build | | | | | | 0/1/1 | | | | | | | | | | Google Cloud Run | | | | | | | | | | | | | | 1/0/1 | | Firebase | | | | | | | | | | 0/1/1 | | | | | | Google Voice | | | 0/1/1 | | | | | | | | | | | | | Google Cloud Knowledge Catalog | | | | | | | | | | | | | 1/0/1 | | | Google Dataplex | | 1/0/1 | | | | | | | | | | | | | | Google Cloud Dataplex | | | 0/1/1 | | | | | | | | | | | | | Google Looker | | | | | | | 1/0/1 | | | | | | | | | Google Workspace Gemini | | | 1/0/1 | | | | | | | | | | | | | Google Workspace with Gemini | | | | | | | | | | 1/0/1 | | | | | | Google Cloud Monitoring | | | | | | | | | 1/0/1 | | | | | | | Google Cloud Certificate Manager | | | | | | 1/0/1 | | | | | | | | | | Google Cloud Certificate Authority Service | | | | | | | | | | | | 0/1/1 | | | | Google DNS | | | | | | | | | | 0/1/1 | | | | | | Google Cloud Application Load Balancer | | | | | | | | | | | | | 1/0/1 | | | Google Cloud Load Balancer | | | | | | 0/1/1 | | | | | | | | | | Google Cloud Virtual Desktops | | | | 1/0/1 | | | | | | | | | | | Mean label weight on Google products: Gemini 3.5 Flash +0.53 over 121 labels; the other 13 models +0.96 over 1244 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. ## Discontinued products recommended None in this run. ## Normalization Unresolved, 2815 labels counted under the raw name, for human review: IBM Apptio in it-financial-management (32), Dremio in data-virtualization (28), Varonis Platform in insider-risk-management (4), Check Point Software in ai-security-platforms (3), Harness Platform in internal-developer-portals (3), Splunk Observability Platform in infrastructure-monitoring (3), Appian Platform in process-mining (2), NETSCOUT Arbor Cloud in ddos-protection (2), Shield in communications-archiving-and-compliance (2), SolarWinds Orion Platform in network-monitoring-and-management (2), UiPath Platform in intelligent-document-processing (2), Vectra AI Platform in network-detection-and-response (2), Zscaler Zero Trust Exchange Platform in sase-platforms (2), 1Password Business or Enterprise in secrets-management (1), 1Sol Protocol in digital-employee-experience (1), 1inch Enterprise API in digital-employee-experience (1), 360Proxy in proxy-networks (1), 42 Crunch in api-security-platforms (1), 8gears in artifact-and-container-registries (1), 8layers in non-human-identity-management (1), 8x8 Communications APIs in communications-apis (1), 8x8 XCaaS in business-phone-systems (1), ABBYY Intelligent Document Processing in intelligent-document-processing (1), ABBYY's AI document processing in intelligent-document-processing (1), ABC Proxy in proxy-networks (1), AI/ML API in llm-gateways-and-observability (1), API-Based Integrated Email Cloud Security (ICES) in email-security (1), API7.ai in api-gateways (1), APIIDA in api-management (1), ARMO in container-and-kubernetes-security (1), AT&T Cloud Voice/Phone for Business in business-phone-systems (1), AWS AI Security in ai-security-platforms (1), AWS Bedrock Native in llm-gateways-and-observability (1), AWS Bedrock with Guardrails in llm-gateways-and-observability (1), AWS CloudFormation StackSets in infrastructure-as-code (1), AWS CloudWatch Application Signals in application-performance-monitoring (1), AWS CloudWatch Container Insights / X-Ray in application-performance-monitoring (1), AWS CloudWatch Logs Subscription Filters in telemetry-pipelines (1), AWS CodeWhisperer in ai-coding-assistants (1), AWS Communication Services in communications-apis (1), AWS Connect / Amazon Pinpoint in communications-apis (1), AWS Container Security (Amazon ECR + Inspector + GuardDuty) in container-and-kubernetes-security (1), AWS DataMasking in data-masking-and-test-data (1), AWS DynamoDB On-Demand in nosql-databases (1), AWS ECR Public in artifact-and-container-registries (1), AWS FSx in enterprise-storage-systems (1), AWS GuardDuty Security Hub in cloud-security-posture-management (1), AWS IAM Identity Center in non-human-identity-management (1), AWS Lake Formation in data-catalogs-and-governance (1), AWS Lake Formation / Amazon Glue in data-catalogs-and-governance (1), AWS ML Platform in ml-platforms (1), AWS Marketplace cost optimization tools in cloud-cost-management (1), AWS Neptune in nosql-databases (1), AWS RDS MySQL in managed-relational-databases (1), AWS SAM in infrastructure-as-code (1), AWS SageMaker Governance in ai-governance-platforms (1), AWS WAF Classic in web-application-firewalls (1), AWS WAF paired with Shield Advanced in web-application-firewalls (1), AWS native solutions in telemetry-pipelines (1), AWS, Azure, Google Cloud native AI gateways in llm-gateways-and-observability (1), AWS-native governance stack in ai-governance-platforms (1), AWS: Application Load Balancer (ALB) + Global Accelerator in load-balancers (1), Ably in communications-apis (1), Ably Realtime in streaming-platforms (1), Abriska 22301 in business-continuity-management (1), Accenture Cyber in penetration-testing-as-a-service (1), Accenture MDR in managed-detection-and-response (1), Accutive in data-masking-and-test-data (1), Ace Cloud Hosting VDI in virtual-desktops (1), Acronis Cyber Protect XDR in extended-detection-and-response (1), Acronis International GmbH in backup-and-disaster-recovery (1), Actian DataConnect in data-virtualization (1), Actian VectorAI in vector-databases (1), Actian Zappy in data-virtualization (1), Actian Zeenea in data-catalogs-and-governance (1), Action1 Patch Management in patch-management (1), Active Directory in workforce-identity-and-sso (1), ActiveCampaign in enterprise-ai-assistants (1), Acuity in master-data-management (1), Acunetix SaaS in dynamic-application-security-testing (1), Acure AIOps in aiops-platforms (1), AdGuard DNS for Enterprise in dns-filtering (1), Adaptive Planning in it-financial-management (1), Adaptive Shield, now CrowdStrike Falcon Shield in saas-security-posture-management (1), Adlumin honeypot / deception features in deception-technology (1), Adobe Experience Manager / Adobe Experience Cloud in digital-employee-experience (1), Adobe Marketo Engage (with ABM capabilities) in microsegmentation (1), Agari Email Security in email-security (1), Agent 365 in ai-soc-agents (1), Agent Assist in ai-it-support-agents (1), Agentforce for IT Service in ai-it-support-agents (1), Agentforce for Service in ai-it-support-agents (1), Agile EA in enterprise-architecture-tools (1), AgileSec Platform in certificate-lifecycle-management (1), AhnLab XDR in extended-detection-and-response (1), Aigentsphere in ai-governance-platforms (1), Airbyte Pro or Enterprise Flex in etl-and-elt (1), Airflow managed (e.g., Astronomer) in workflow-orchestration (1), AirgapAI in enterprise-ai-assistants (1), Airlock Browser in enterprise-browsers (1), Aisera System of AI Agents / Aisera AI Service Desk in ai-it-support-agents (1), Akamai API Security — incorporating Noname Security in api-security-platforms (1), Akamai Adaptive Application Firewall in web-application-firewalls (1), Akamai App & API Protector + Bot Manager Premier in web-application-firewalls (1), Akamai App & API Protector / WAAP in web-application-firewalls (1), Akamai App and API Protector in web-application-firewalls (1), Akamai Application Delivery Security in web-application-firewalls (1), Akamai Bot Manager Premier in bot-management (1), Akamai DNS in managed-dns (1), Akamai DNS Infrastructure in managed-dns (1), Akamai DNS‑Shield in dns-filtering (1), Akamai EdgeWorkers in api-management (1), Akamai Enterprise SASE in sase-platforms (1), Akamai Global Traffic Manager in managed-dns (1), Akamai Prolexic Routed in client-side-protection (1), Akamai Security in ddos-protection (1), Akamai UltraDNS in managed-dns (1), Akamai ZTNA in zero-trust-network-access (1), Akamai's legacy Neosec offering in api-security-platforms (1), Alcatel-Lucent (VitalQIP) in ddi-and-ipam (1), Alcatel-Lucent's SafeNAC in network-access-control (1), Alchemy in digital-employee-experience (1), Alcion in backup-and-disaster-recovery (1), AlertPing Enterprise in website-and-synthetic-monitoring (1), Alibaba Cloud Container Registry (ACR) in artifact-and-container-registries (1), Alibaba Cloud WAF in web-application-firewalls (1), Alleyoop in saas-management-platforms (1), Alpine Metrics in it-financial-management (1), Altair RapidMiner in ml-platforms (1), Amazon Aurora with I/O-Optimized pricing in managed-relational-databases (1), Amazon Chime SDK in communications-apis (1), Amazon CloudFront Flat-Rate Pricing Plans in web-application-firewalls (1), Amazon Connect in business-phone-systems (1), Amazon DynamoDB On-Demand in nosql-databases (1), Amazon ElastiCache for Redis in nosql-databases (1), Amazon Elastic Container Registry, ECR in artifact-and-container-registries (1), Amazon Elastic Load Balancer in load-balancers (1), Amazon MSK Provisioned in streaming-platforms (1), Amazon Managed Prometheus in time-series-databases (1), Amazon Managed Service for Prometheus/Grafana in telemetry-pipelines (1), Amazon Quick Sight in embedded-analytics (1), Amazon QuickSight Embedded in embedded-analytics (1), Amazon RDS (Relational Database Service) on AWS in managed-relational-databases (1), Amazon RDS Custom for SQL Server in managed-relational-databases (1), Amazon Relational Database Service – Amazon RDS in managed-relational-databases (1), Amazon Relational Database Service – RDS in managed-relational-databases (1), Amazon SageMaker Data and AI Governance in ai-governance-platforms (1), Amazon Simple Storage Service S3 in object-storage (1), Amazon Web Services (AWS) Relational Database Service (RDS) in managed-relational-databases (1), Amazon Web Services [GuardDuty, Inspector] in container-and-kubernetes-security (1), Amazon WorkSpaces Core in virtual-desktops (1), American Cloud Load Balancing in load-balancers (1), AmmyyAdmin in remote-support-and-remote-access (1), Anagram in secure-code-training (1), Anchor Browser in enterprise-browsers (1), Anchore Grype in software-composition-analysis (1), Anodoo in cloud-cost-management (1), Anthropic Claude for Enterprise in enterprise-ai-assistants (1), Anthropic Claude via AWS Bedrock in enterprise-ai-assistants (1), Anthropic's Claude for Enterprise in ai-coding-assistants (1), Anthropic's Claude for enterprises in enterprise-ai-assistants (1), AnyDesk for Business in remote-support-and-remote-access (1), Apache Airbyte in etl-and-elt (1), Apache DataHub in data-catalogs-and-governance (1), Apache Fineract in data-masking-and-test-data (1), Apache Hive on HDFS in data-warehouses (1), Apache OpenMeetings in video-conferencing (1), Apache Pulsar, self-hosted in streaming-platforms (1), Apache Voldemort in nosql-databases (1), Aperia Compliance Script Monitor in client-side-protection (1), Aperture in data-center-infrastructure-management (1), Apica Flow in llm-gateways-and-observability (1), Apiiro ASPM Platform in application-security-posture-management (1), App & API Protector in api-security-platforms (1), AppVeyor in ci-cd-platforms (1), AppViewX CLM in certificate-lifecycle-management (1), AppViewX Certificate Lifecycle Management in certificate-lifecycle-management (1), Appian Process Mining in process-mining (1), Apple Remote Desktop in remote-support-and-remote-access (1), Apporetum in identity-governance (1), Appsolid in application-shielding (1), Apptimize in application-shielding (1), Apptio Application Portfolio Management / Apptio Costing in enterprise-architecture-tools (1), Apptio Cloudability, now IBM Cloudability in cloud-cost-management (1), Aqua Cloud Native Security Platform in container-and-kubernetes-security (1), Aquila Clouds in cloud-cost-management (1), Arcfra AVE in server-virtualization-platforms (1), Archax in digital-employee-experience (1), Archer Business Continuity & IT Disaster Recovery in business-continuity-management (1), Archer Business Resilience in business-continuity-management (1), Archer Integrated Risk Management (RSA) in grc-platforms (1), ArchiMate-focused tools in enterprise-architecture-tools (1), Archive360's Digital Communication Governance and Archiving Solution in communications-archiving-and-compliance (1), Archon in communications-archiving-and-compliance (1), Arctic Wolf Concierge Security Team MDR in managed-detection-and-response (1), Arculix in workforce-identity-and-sso (1), Arexdata in data-security-posture-management (1), Argo Events in workflow-orchestration (1), Arianate in it-financial-management (1), Arista 720XP/750X series in data-center-networking (1), Arista EOS-based switching in data-center-networking (1), Arista NGFW in next-generation-firewalls (1), Arista Networks EOS / CloudVision in data-center-networking (1), Arista Networks Platform in data-center-networking (1), Arista VeloCloud SD-WAN in sd-wan (1), Arista platform in data-center-networking (1), Ark SecurePower All-In in colocation-providers (1), ArmorCode ASPM Platform in application-security-posture-management (1), Arroy in llm-gateways-and-observability (1), Asgard Finance (Solana) in digital-employee-experience (1), Aspen: Adapt in secure-code-training (1), Aspera in managed-file-transfer (1), Atlassian Confluence Data Center in it-documentation (1), Atlassian Confluence Data Center + Jira Service Management in it-documentation (1), Atlassian Data Center in data-center-infrastructure-management (1), Atlassian Jira Service Management (JSM) Assets in it-asset-management (1), Atlassian Jira Service Management Virtual Service Agent in ai-it-support-agents (1), Atlassian Patch Management in patch-management (1), Atlassian Rovo & Jira Service Management (JSM) Virtual Agent in ai-it-support-agents (1), Atlassian Stack (Confluence + Jira Service Management "Assets") in it-documentation (1), Atlassian Suite (Confluence + Jira Service Management with Assets) in it-documentation (1), Atlassian's Data Center in ci-cd-platforms (1), Atomic WAF in web-application-firewalls (1), AttackIQ Platform in breach-and-attack-simulation (1), Attivo Networks – now SentinelOne Singularity Deception in deception-technology (1), Augmentcode in data-quality-and-observability (1), Aurora I/O-Optimized in managed-relational-databases (1), Aurora pgvector in vector-databases (1), Auth0 B2B Connect in customer-identity-and-access-management (1), Auth0 CIAM with Organizations in customer-identity-and-access-management (1), Auth0 Identity Threat Detection and Response in identity-threat-detection-and-response (1), AuthKit in customer-identity-and-access-management (1), AuthX in multi-factor-authentication (1), AutoHotkey scripts in robotic-process-automation (1), Automate in remote-monitoring-and-management (1), Autopilot in security-awareness-training (1), Avaya Cloud Office / Avaya Experience Platform in business-phone-systems (1), Avaya Cloud Services in business-phone-systems (1), Avaya IP Office in business-phone-systems (1), Avaya IP Office / Avaya Aura / Definity G3 in business-phone-systems (1), AvePoint EnPower / AvePoint Confidence Platform in microsoft-365-management (1), AvePoint FLY in microsoft-365-management (1), Aviz Networks in data-center-networking (1), Avocado Systems in microsegmentation (1), Aware in communications-archiving-and-compliance (1), Axio Global in cyber-risk-quantification (1), Axiom Secure in ai-security-platforms (1), Axoflow in telemetry-pipelines (1), Axway Amplify Platform in api-management (1), Azion in bot-management (1), Azure AI Content Safety in ai-governance-platforms (1), Azure AI Studio in llm-gateways-and-observability (1), Azure AI Studio + Microsoft Purview in ai-governance-platforms (1), Azure API Center in api-management (1), Azure API Gateway in web-application-firewalls (1), Azure API Management AI Gateway in llm-gateways-and-observability (1), Azure API Management Consumption in api-gateways (1), Azure API Management with AI Gateway in llm-gateways-and-observability (1), Azure APIM self-hosted gateway in api-management (1), Azure App Gateway in load-balancers (1), Azure Arc in managed-kubernetes-platforms (1), Azure Automation in microsoft-365-management (1), Azure Blob Archive in object-storage (1), Azure Blob Storage with SFTP in managed-file-transfer (1), Azure Cognitive in vector-databases (1), Azure Container Registry, ACR in artifact-and-container-registries (1), Azure Cosmos DB Serverless in nosql-databases (1), Azure Data Quality Services in data-quality-and-observability (1), Azure Database Services in managed-relational-databases (1), Azure Database for PostgreSQL — Flexible Server in managed-relational-databases (1), Azure Form Recognizer in intelligent-document-processing (1), Azure Key Vault Certificate Management in certificate-lifecycle-management (1), Azure ML governance in ai-governance-platforms (1), Azure Monitor Cost Management in cloud-cost-management (1), Azure Monitor Logs in log-management (1), Azure NetApp Files in enterprise-storage-systems (1), Azure SQL Database vCore-based in managed-relational-databases (1), Azure SQL Edge in managed-relational-databases (1), Azure SQL Elastic Pool in managed-relational-databases (1), Azure SQL masking in data-masking-and-test-data (1), Azure Sentinel in log-management (1), Azure Synapse dedicated SQL pools in data-warehouses (1), Azure Traffic Manager in load-balancers (1), Azure VMware Solution in server-virtualization-platforms (1), Azure-native templates like ARM/Bicep in infrastructure-as-code (1), Azure: Azure Front Door + Load Balancer in load-balancers (1), AzureAD in microsoft-365-management (1), Azure\u2019s Cost Management in cloud-cost-management (1), BCMLogic Next GRC Platform in business-continuity-management (1), BIG-IP in load-balancers (1), BMC AMI Ops in data-center-infrastructure-management (1), BMC Atrium in it-asset-management (1), BMC Helix AI / Digital Workplace assistant in ai-it-support-agents (1), BMC Helix Operations Management with AIOps in application-performance-monitoring (1), BMC Helix Virtual Agent / BMC HelixGPT in ai-it-support-agents (1), BMC Remedy ITAM in it-asset-management (1), BMC TrueSight in it-financial-management (1), BT Diamond IP Control in ddi-and-ipam (1), Backstage.io (Enterprise) in internal-developer-portals (1), Backup Exec in backup-and-disaster-recovery (1), Baidu in content-delivery-networks (1), Baidu AI Cloud in content-delivery-networks (1), BairesDev in backup-and-disaster-recovery (1), Balbix Security Cloud in cyber-risk-quantification (1), Barracuda appliances in web-application-firewalls (1), Barracuda's Email Protection in email-security (1), Barracuda's WAF in web-application-firewalls (1), Basic Pub/Sub Systems (e.g., plain Redis Pub/Sub or lightweight brokers) in streaming-platforms (1), Basic VNC implementations in remote-support-and-remote-access (1), Bastion-based solutions in remote-support-and-remote-access (1), Beauceron in security-awareness-training (1), Beazley Security MDR in managed-detection-and-response (1), Beleaf in digital-employee-experience (1), Better Auth in customer-identity-and-access-management (1), BetterEDI in edi-platforms (1), BeyondTrust Bomgar in remote-support-and-remote-access (1), BeyondTrust Identity Threat Detection in identity-threat-detection-and-response (1), BeyondTrust Privileged Access Management in privileged-access-management (1), BeyondTrust Remote Support SaaS in remote-monitoring-and-management (1), BeyondTrust Remote Support, formerly Bomgar in remote-support-and-remote-access (1), BforeAI in digital-risk-protection (1), Biconomy in digital-employee-experience (1), BigFix Workspace+ in digital-employee-experience (1), BigQuery On-Demand in data-warehouses (1), Bigleaf in sd-wan (1), Billtrust in intelligent-document-processing (1), Binance Institutional in digital-employee-experience (1), Binary Tree in microsoft-365-management (1), BitSight RiskRecon/Cyber Quant in cyber-risk-quantification (1), BitTitan in microsoft-365-management (1), Bitdefender SecurePass in business-password-managers (1), Bitget Wallet B2B Trading API in digital-employee-experience (1), Bitsight Brand & Executive Intelligence in digital-risk-protection (1), Bitwarden Corporate in business-password-managers (1), Bitwarden Personal in business-password-managers (1), Bitwarden for Teams/Enterprise in business-password-managers (1), BizTalk in workflow-orchestration (1), BlackDuck Continuous Dynamic in dynamic-application-security-testing (1), Blockify in ai-governance-platforms (1), Bloom in business-continuity-management (1), Bloomberg in communications-archiving-and-compliance (1), Blue Cedar in certificate-lifecycle-management (1), Blue Planet in network-monitoring-and-management (1), Blue Triangle in website-and-synthetic-monitoring (1), Blue Yonder Platform in edi-platforms (1), BlueCat IPAM in ddi-and-ipam (1), BlueCat Networks Integrity in ddi-and-ipam (1), BlueVoyant Sky: DRP in digital-risk-protection (1), Bodhi in aiops-platforms (1), Bomgar/BeyondTrust in remote-support-and-remote-access (1), Boomi Data Integration in etl-and-elt (1), Boomi EDI Management in edi-platforms (1), Boomi Enterprise Platform in edi-platforms (1), Boomi Integration in edi-platforms (1), Borland StarTeam in workflow-orchestration (1), Bradford Network Sentry in network-access-control (1), Bravura Identity in non-human-identity-management (1), BreachBits in breach-and-attack-simulation (1), Broadcom (Symantec) Identity Governance in identity-governance (1), Broadcom (formerly RSA) Identity Governance in identity-governance (1), Broadcom (formerly Symantec) Fortify in application-shielding (1), Broadcom (formerly VMware) VeloCloud in sd-wan (1), Broadcom DX NetOps in network-monitoring-and-management (1), Broadcom Fortify (formerly Micro Focus) in static-application-security-testing (1), Broadcom Layer 7 in api-management (1), Broadcom Symantec in email-security (1), Broadcom Symantec Endpoint Protection in endpoint-protection (1), Broadcom Symantec WebFilter in dns-filtering (1), Broadcom-based (via SONiC) in data-center-networking (1), Brocade in data-center-networking (1), Brookfield in colocation-providers (1), Bugcrowd's PTaaS Subscription in penetration-testing-as-a-service (1), BuildBetter in enterprise-ai-assistants (1), Built-In Browser Password Managers (Chrome, Edge, Safari) in business-password-managers (1), Bulletproof in penetration-testing-as-a-service (1), Bumblebot Tasky in digital-employee-experience (1), BurgerSwap in digital-employee-experience (1), Burp Professional in dynamic-application-security-testing (1), Bybit in digital-employee-experience (1), BytePlus in content-delivery-networks (1), BytePlus in data-catalogs-and-governance (1), Byteful in proxy-networks (1), Bytehide in application-shielding (1), CA in infrastructure-monitoring (1), CA (Broadcom) Layer7 / API Gateway in api-management (1), CA Identity Suite in identity-governance (1), CA Service Desk On-Prem in it-asset-management (1), CA SiteMinder / Broadcom VIP in workforce-identity-and-sso (1), CA Spectrum in network-monitoring-and-management (1), CA Technologies DCIM in data-center-infrastructure-management (1), CA Test Data Manager now Broadcom in data-masking-and-test-data (1), CA/Broadcom ITAM in it-asset-management (1), CData Arc MFT Unlimited in managed-file-transfer (1), CData MDM in master-data-management (1), CHEQ AI Technologies in client-side-protection (1), CIO COCKPIT in it-financial-management (1), CIRA in dns-filtering (1), CLEAR1 (by CLEAR) in identity-verification (1), CNAPP Enterprise in cloud-native-application-protection (1), CNCF Backstage in internal-developer-portals (1), COMEXCEL in business-phone-systems (1), CSPM.io Self-Hosted in cloud-security-posture-management (1), CTERA in enterprise-storage-systems (1), CVS in source-control-hosting (1), Cabot in website-and-synthetic-monitoring (1), CalypsoAI Moderator in ai-security-platforms (1), Camunda Platform 8 in workflow-orchestration (1), Camunda SaaS in workflow-orchestration (1), Camunda Self-Managed (Enterprise Edition) in workflow-orchestration (1), Canary (Canary Tokens / Honeypot Solutions) in deception-technology (1), CanaryWeb in deception-technology (1), Canonical Charmed Kubeflow in ml-platforms (1), Canonical Landscape in patch-management (1), Capsifi Jalapeno in enterprise-architecture-tools (1), Cato AI Security (formerly Aim Security) in ai-security-platforms (1), Cato Networks SASE in sd-wan (1), Cedexis in content-delivery-networks (1), Censinet in ai-security-platforms (1), Centera in enterprise-storage-systems (1), Centreon in network-monitoring-and-management (1), Cequence Adaptive Bot Defense in bot-management (1), CertCloud in certificate-lifecycle-management (1), CertForge in certificate-lifecycle-management (1), Chainalysis in digital-employee-experience (1), Chainguard Images in container-and-kubernetes-security (1), Channel Talk in ai-it-support-agents (1), Charlotte AI / Agentic SOAR in ai-soc-agents (1), Charlotte AI Detection Triage in ai-soc-agents (1), Chat Data in bot-management (1), ChatGPT Atlas for Enterprise in enterprise-ai-assistants (1), Check Point Cloud Firewall, formerly CloudGuard Network Security in cloud-security-posture-management (1), Check Point CloudGuard Network Security in next-generation-firewalls (1), Check Point EDR in endpoint-detection-and-response (1), Check Point Quantum NGFW in next-generation-firewalls (1), Check Point Software in api-security-platforms (1), Check Point Software (powered by Lakera) in ai-security-platforms (1), Check Point Software Technologies [CloudGuard] in container-and-kubernetes-security (1), Check Point ThreatCloud AI in ai-security-platforms (1), Check Point – Harmony SASE / Perimeter 81 in zero-trust-network-access (1), Check Point — Lakera Guard in ai-security-platforms (1), Checkmarx One SCA in software-composition-analysis (1), Checkpoint SASE in sase-platforms (1), Chef Automate in infrastructure-as-code (1), Cheqroom in it-asset-management (1), Cherry Proxy in proxy-networks (1), Cherwell Asset Management (CAM) in it-asset-management (1), Cherwell ITSM in it-service-management (1), China Mobile in colocation-providers (1), China Telecom in colocation-providers (1), China Telecom Americas in colocation-providers (1), China Unicom in colocation-providers (1), Chrome Passwords in business-password-managers (1), CircleCI Server in ci-cd-platforms (1), Cisco ACI (Application Centric Infrastructure) with Nexus Dashboard/Catalyst Center in data-center-networking (1), Cisco Access Manager in network-access-control (1), Cisco Application Centric Infrastructure (ACI) APIC in data-center-networking (1), Cisco Catalyst Center Assurance in network-monitoring-and-management (1), Cisco Catalyst SD-WAN (Viptela) or Meraki SD-WAN in sd-wan (1), Cisco Catalyst Switches in data-center-networking (1), Cisco Crosswork NSO / Crosswork Network Automation in network-monitoring-and-management (1), Cisco DCNM 11.5 in data-center-networking (1), Cisco DDI/Prime-era offerings in ddi-and-ipam (1), Cisco DNA SD-WAN in sd-wan (1), Cisco Duo Premier in identity-threat-detection-and-response (1), Cisco Edge Intelligence in ot-and-iot-security (1), Cisco Email Security in email-security (1), Cisco Email Threat Defense in email-security (1), Cisco IMImobile in communications-apis (1), Cisco IRXpress/DDI in ddi-and-ipam (1), Cisco Industrial Ethernet switches in ot-and-iot-security (1), Cisco Intersight in data-center-infrastructure-management (1), Cisco Kenna in vulnerability-management-platforms (1), Cisco NAC Appliance / Clean Access 4.6 in network-access-control (1), Cisco NDR / Secure Network Analytics in network-detection-and-response (1), Cisco NetFlow in network-detection-and-response (1), Cisco Netflow/NetFlow Collector in network-detection-and-response (1), Cisco Nexus 9000 with VXLAN BGP EVPN in data-center-networking (1), Cisco Nexus Switches in data-center-networking (1), Cisco Nexus with ACI in data-center-networking (1), Cisco Nexus with SONiC in data-center-networking (1), Cisco Nexus: NX-OS / ACI / Nexus Dashboard in data-center-networking (1), Cisco Prime / DNA Center Analytics in network-monitoring-and-management (1), Cisco SASE with Umbrella & SD-WAN in sase-platforms (1), Cisco SD-Access in microsegmentation (1), Cisco Secure Access Service Edge in sase-platforms (1), Cisco Secure Firewall FTD in next-generation-firewalls (1), Cisco Secure Networking in network-access-control (1), Cisco Secure Segmentation in microsegmentation (1), Cisco Secure Workload M6 appliance in microsegmentation (1), Cisco Splunk in infrastructure-monitoring (1), Cisco ThousandEyes Endpoint Experience in website-and-synthetic-monitoring (1), Cisco Webex Enterprise Agreement in video-conferencing (1), Cisco vEdge Cloud in sd-wan (1), Cisco — Secure AI / Robust Intelligence in ai-security-platforms (1), Cisco's Lean AI-Ready Data Center in data-center-networking (1), Cisco's former Kenna Security / vulnerability management offering in vulnerability-management-platforms (1), Cisco’s client-side protection tool (cside) in client-side-protection (1), Citrix DaaS Flex in virtual-desktops (1), Citrix Hypervisor Standalone in server-virtualization-platforms (1), Citrix Workspace App in server-virtualization-platforms (1), Citrix on-prem in virtual-desktops (1), Civo Load Balancers in load-balancers (1), Clariden Finance (formerly Apptio) in it-financial-management (1), Claroty CTD in ot-and-iot-security (1), Claude Enterprise by Anthropic in enterprise-ai-assistants (1), Clear Skye IGA in identity-governance (1), ClearDATA in cloud-hosting (1), ClearMetal in data-security-posture-management (1), ClearSky DDI in ddi-and-ipam (1), Clearsky in digital-risk-protection (1), Cleo Harmony in managed-file-transfer (1), Cleo Web EDI & Supplier Portal in edi-platforms (1), ClickHouse Cloud or BYOC in time-series-databases (1), ClickIT in security-awareness-training (1), Cloak AI in compliance-automation (1), Cloud Billing Cost Management / FinOps Hub in cloud-cost-management (1), Cloud Data Integration (CDI) in etl-and-elt (1), Cloud Health by VMware in cloud-cost-management (1), Cloud NGFW in next-generation-firewalls (1), Cloud PC Settings in microsoft-365-management (1), Cloud Storage in object-storage (1), Cloud Storage (S3/Blob) in artifact-and-container-registries (1), Cloud Toggle in cloud-cost-management (1), Cloud-native API Gateway in api-gateways (1), Cloud4Wi in network-access-control (1), CloudAware CNAPP Enterprise in cloud-native-application-protection (1), CloudGuard Network Security in microsegmentation (1), CloudGuard Network Security (Check Point Cloud) in next-generation-firewalls (1), CloudSEK BeVigil Enterprise in attack-surface-management (1), CloudTransfer (formerly Tonic) in managed-file-transfer (1), Cloudentity in customer-identity-and-access-management (1), Cloudera CDP in data-warehouses (1), Cloudera DataFlow in streaming-platforms (1), Cloudflare AI Security for Apps in ai-security-platforms (1), Cloudflare Bot Fight in bot-management (1), Cloudflare DNS Firewall in dns-filtering (1), Cloudflare Enterprise Authoritative DNS in managed-dns (1), Cloudflare Enterprise Bot Management in bot-management (1), Cloudflare Enterprise with DDoS protection in ddos-protection (1), Cloudflare Enterprise with Foundation DNS in managed-dns (1), Cloudflare Free, Pro, or Business in content-delivery-networks (1), Cloudflare LB in load-balancers (1), Cloudflare One Gateway in dns-filtering (1), Cloudflare Zaraz in client-side-protection (1), Cloudflare Zero Trust Access in zero-trust-network-access (1), Cloudflare's 1.1.1.1 in dns-filtering (1), Cloudflare's Bot Management in bot-management (1), Cloudflare's public `1.1.1.1` in dns-filtering (1), Cloudflare-style enterprise DNS filtering in dns-filtering (1), Cloudflare’s Enterprise plan in ddos-protection (1), Cloudoora in colocation-providers (1), Cloudrouter in proxy-networks (1), Cloudshot in cloud-cost-management (1), CockroachDB Cloud in managed-relational-databases (1), Code42 Incyte in data-loss-prevention (1), CodeSquire in ai-coding-assistants (1), CodeWhisperer in ai-coding-assistants (1), Codebash in secure-code-training (1), Codeproof in unified-endpoint-management (1), Coding.net in source-control-hosting (1), Cogent Data Center in colocation-providers (1), Cogent-hosted facilities in colocation-providers (1), Cognigy in ai-it-support-agents (1), Cognite Data Fusion in time-series-databases (1), Cognizant in api-gateways (1), Cohere Command R+ in enterprise-ai-assistants (1), Cohesity, Inc. in backup-and-disaster-recovery (1), Cohesive in communications-archiving-and-compliance (1), Collarity in communications-archiving-and-compliance (1), Colt DCS in colocation-providers (1), Comcast Business SASE in sase-platforms (1), Comet.ml in ai-governance-platforms (1), Comm100 in enterprise-ai-assistants (1), CommSuite (by IBM) in communications-archiving-and-compliance (1), CommView in communications-archiving-and-compliance (1), Community HAProxy in load-balancers (1), Community Kubernetes Ingress NGINX in load-balancers (1), Commvault Cloud SaaS in backup-and-disaster-recovery (1), Commvault Cloud Security in backup-and-disaster-recovery (1), Commvault Complete in backup-and-disaster-recovery (1), Commvault Systems, Inc. in backup-and-disaster-recovery (1), Comply's Communications & Archiving solution in communications-archiving-and-compliance (1), Composite Information Server in data-virtualization (1), ConfigCat's Hosted Plan in feature-flags (1), Confluent BYOC in streaming-platforms (1), ConnectWise Asio in remote-monitoring-and-management (1), ConnectWise SIEM in siem-platforms (1), ConnectWise ScreenConnect Remote Access in remote-support-and-remote-access (1), Consul Connect in load-balancers (1), Consumer Amazon CodeWhisperer (pre-rebrand) in ai-coding-assistants (1), Consumer Skype in video-conferencing (1), Context.dev in proxy-networks (1), Contour in api-gateways (1), ControlUp for Desktops Advanced in digital-employee-experience (1), Convay in video-conferencing (1), CoreDNS in managed-dns (1), CoreOS Quay in artifact-and-container-registries (1), CoreSite, now American Tower in colocation-providers (1), Cork Protocol in digital-employee-experience (1), Cormant-CS DCIM (by BGIS) in data-center-infrastructure-management (1), Coroot in application-performance-monitoring (1), Coroot (Enterprise Self-Hosted) in aiops-platforms (1), Cortex Data Lake in extended-detection-and-response (1), Cost Management in microsoft-365-management (1), Cotocus DCIM in data-center-infrastructure-management (1), CounterCraft Active Defense Platform in deception-technology (1), Coursera for Business in secure-code-training (1), Coveo in enterprise-ai-assistants (1), Coviant Diplomat in managed-file-transfer (1), CowDAO (CoW Swap) in digital-employee-experience (1), Craft in it-documentation (1), Creatio in workflow-orchestration (1), Crescendo.ai in enterprise-ai-assistants (1), Cribl Cloud in telemetry-pipelines (1), Cribl Edge in telemetry-pipelines (1), Criblox in telemetry-pipelines (1), Crisis24 in business-continuity-management (1), Crossplane OSS in infrastructure-as-code (1), CrowdStrike Container Security in container-and-kubernetes-security (1), CrowdStrike External Attack Surface Management in attack-surface-management (1), CrowdStrike Falcon AI in ai-security-platforms (1), CrowdStrike Falcon Digital Risk in digital-risk-protection (1), CrowdStrike Falcon Enterprise XDR in extended-detection-and-response (1), CrowdStrike Falcon Mobile in application-shielding (1), CrowdStrike Falcon Response (and Falcon OverWatch) in ai-soc-agents (1), CrowdStrike Falcon SSPM [formerly Adaptive Shield] in saas-security-posture-management (1), CrowdStrike Falcon SSPM via Adaptive Shield in saas-security-posture-management (1), CrowdStrike Falcon SaaS / Adaptive Shield in saas-security-posture-management (1), CrowdStrike Falcon with Charlotte AI in ai-soc-agents (1), CrowdStrike Identity Module in identity-threat-detection-and-response (1), CrowdStrike Identity Threat Detection in identity-threat-detection-and-response (1), CrowdStrike Intelligence in threat-intelligence-platforms (1), CrowdStrike MDR in managed-detection-and-response (1), CrowdStrike Singularity Cloud Security in container-and-kubernetes-security (1), CrowdStrike cloud posture capabilities in cloud-security-posture-management (1), CrowdStrike — Falcon Complete in managed-detection-and-response (1), CrowdStrike's Charlotte AI / Agentic SOC in ai-soc-agents (1), CrowdStrike's Falcon Cloud Security in data-security-posture-management (1), CrowdStrike's Falcon Complete in managed-detection-and-response (1), CrowdStrike's Falcon Exposure Management in attack-surface-management (1), CrowdStrike: Falcon AI security capabilities in ai-security-platforms (1), Crunchy Bridge for Postgres in managed-relational-databases (1), Curity Identity Server in customer-identity-and-access-management (1), Custom Backstage-Like Setups or Basic OCR Tools in intelligent-document-processing (1), Custom Bash/PowerShell Scripts in infrastructure-as-code (1), CuteFTP in managed-file-transfer (1), Cyber Aware in security-awareness-training (1), Cyber Hawk in network-detection-and-response (1), Cyber Horizon in cyber-risk-quantification (1), CyberArk Certificate Manager SaaS in certificate-lifecycle-management (1), CyberArk Certificate Manager – formerly Venafi Trust Protection Platform in certificate-lifecycle-management (1), CyberArk Endpoint Privilege Manager in identity-threat-detection-and-response (1), CyberArk Enterprise PAM in privileged-access-management (1), CyberArk Enterprise Password Vault in secrets-management (1), CyberArk Identity Security Threat Detection in identity-threat-detection-and-response (1), CyberArk Identity Threat Detection & Response in identity-threat-detection-and-response (1), CyberArk Machine Identity Security in non-human-identity-management (1), CyberArk PAM in business-password-managers (1), CyberArk's Machine Identity Security in non-human-identity-management (1), CyberSecurityNews in network-access-control (1), CyberStrong (by CyberSaint) in cyber-risk-quantification (1), Cybersierra in grc-platforms (1), Cybervision in vulnerability-management-platforms (1), Cyble Brand Intelligence in digital-risk-protection (1), Cygna Labs (formerly Nokia/Lucent) VitalQIP in ddi-and-ipam (1), Cygna Labs IPControl in ddi-and-ipam (1), Cymulate Exposure Validation Platform in breach-and-attack-simulation (1), Cynet Identity in identity-threat-detection-and-response (1), Cynet deception capabilities in deception-technology (1), Cyscale CNAPP in cloud-native-application-protection (1), Cyware TIP (Cyware Intel Exchange) in threat-intelligence-platforms (1), D&B (Dun & Bradstreet) MDM / Purisma in master-data-management (1), D8X in digital-employee-experience (1), DAS in enterprise-storage-systems (1), DCA in enterprise-storage-systems (1), DCLEX in digital-employee-experience (1), DDEX in digital-employee-experience (1), DDoS‑Guard (ddos‑guard.net) in ddos-protection (1), DHS Patch Authentication and Dissemination Capability in patch-management (1), DITA/XML-based tools in it-documentation (1), DIY ELK Stack (Elasticsearch/Kibana) in log-management (1), DIY OpenSearch in log-management (1), DNS Filter by WebTitan in dns-filtering (1), DS8000 in enterprise-storage-systems (1), DS8900F SSA in enterprise-storage-systems (1), DTEX Invisibly in insider-risk-management (1), DTEX Systems – DTEX InTERACT in insider-risk-management (1), Dagster Labs in data-quality-and-observability (1), Daon in identity-verification (1), DarkOwl (Veritas) in digital-risk-protection (1), DarkShield in data-masking-and-test-data (1), Darktrace Active / Networks in network-detection-and-response (1), Darktrace ActiveAI in network-detection-and-response (1), Dashlane Personal in business-password-managers (1), Data360 in data-catalogs-and-governance (1), DataEnforce AVALON in deception-technology (1), DataFlux Data Management (SAS) in data-quality-and-observability (1), DataForSEO in proxy-networks (1), DataObservability in data-quality-and-observability (1), DataOps.live in data-quality-and-observability (1), DataRobot AI Governance in ai-governance-platforms (1), DataRobot Enterprise AI Suite in ml-platforms (1), DataStax Astra in streaming-platforms (1), DataStax Astra in time-series-databases (1), Databricks Lakehouse Platform in data-warehouses (1), Databricks Unified Data Platform in ml-platforms (1), Databricks with Delta Live Tables in etl-and-elt (1), Databricks with MLflow in ml-platforms (1), Datactics in data-quality-and-observability (1), Datadog Agent Observability in llm-gateways-and-observability (1), Datadog Errors Inbox in error-and-crash-monitoring (1), Datadog Feature Flag Management in feature-flags (1), Datadog NPM in network-monitoring-and-management (1), Datadog Network Device Monitoring in network-monitoring-and-management (1), Datadog Real User Monitoring (RUM) in client-side-protection (1), Datadog's SDK agents in telemetry-pipelines (1), Datamaster in data-center-infrastructure-management (1), Datamatics in intelligent-document-processing (1), Dataminr + ThreatConnect in threat-intelligence-platforms (1), Dataprise's Backup and Disaster Recovery as a Service (BDRaaS) in backup-and-disaster-recovery (1), Dawex in digital-employee-experience (1), Db2 in managed-relational-databases (1), DeNexus (DeRISK Platform) in cyber-risk-quantification (1), DeXRP in digital-employee-experience (1), Deception Technologies in deception-technology (1), DeceptionGrid in deception-technology (1), Decodo ex-Smartproxy in proxy-networks (1), DeepSeek V4 Flash in soar-platforms (1), DeepSeek-Coder in ai-coding-assistants (1), DeepStrike-style specialist firms in penetration-testing-as-a-service (1), Definitive in digital-employee-experience (1), Delinea (formerly Thycotic) – ITDR module in identity-threat-detection-and-response (1), Dell APEX in enterprise-storage-systems (1), Dell Atmos in enterprise-storage-systems (1), Dell Atmos & Centera in enterprise-storage-systems (1), Dell CloudIQ in enterprise-storage-systems (1), Dell Compellent (SC Series) in enterprise-storage-systems (1), Dell Compellent / Storage Center (SC) in enterprise-storage-systems (1), Dell Data Computing Appliance (DCA) in enterprise-storage-systems (1), Dell EMC ECS – Elastic Cloud Storage in object-storage (1), Dell EMC PowerVault/Unity in enterprise-storage-systems (1), Dell EMC SourceOne (and legacy EmailXtender) in communications-archiving-and-compliance (1), Dell EMC VxRail in server-virtualization-platforms (1), Dell EMC XtremIO in enterprise-storage-systems (1), Dell PowerStore with APEX Subscriptions in enterprise-storage-systems (1), Dell Technologies PowerScale in enterprise-storage-systems (1), Dell Technologies — PowerStore & PowerMax in enterprise-storage-systems (1), Dell Technologies: PowerStore, PowerScale, PowerMax in enterprise-storage-systems (1), Dell's Sonicwall WAF in web-application-firewalls (1), Delphix Masking in data-masking-and-test-data (1), Delphix Masking / Delphix Compliance Services in data-masking-and-test-data (1), Demisto Pre-Palo Alto in soar-platforms (1), DevHub in internal-developer-portals (1), DevRevOps in secure-code-training (1), Device42, A Freshworks Company in data-center-infrastructure-management (1), Devin AI in ai-coding-assistants (1), DialPhone in business-phone-systems (1), Diffbot in proxy-networks (1), DigiCert Certificate Manager in certificate-lifecycle-management (1), DigiCert Enterprise PKI Manager in certificate-lifecycle-management (1), Digiprotect in application-shielding (1), Digital Guardian DLP in data-loss-prevention (1), Digital Realty Trust in colocation-providers (1), Digital.ai Application Protection for Mobile in application-shielding (1), Digital.ai Application Protection – formerly Arxan in application-shielding (1), DigitalOcean Regional Load Balancers in load-balancers (1), Diligent BCM in business-continuity-management (1), Diligent Risk Management in business-continuity-management (1), Distil Networks in application-shielding (1), Distill in website-and-synthetic-monitoring (1), Dizzion Frame in virtual-desktops (1), Docker Bench Security in container-and-kubernetes-security (1), Docker Hub Public in artifact-and-container-registries (1), Docker Secrets in secrets-management (1), Docker Trusted Registry (DTR) in artifact-and-container-registries (1), Docs-like tools in it-documentation (1), Docubark in third-party-risk-management (1), Document Compliance Network (DCN) in it-documentation (1), Docusign for ITFM in it-financial-management (1), Dots in it-asset-management (1), Dragon1 in enterprise-architecture-tools (1), Dremio/Starburst in data-virtualization (1), Dropzone in ai-soc-agents (1), Druva inSync / Druva Cloud Platform in backup-and-disaster-recovery (1), DuckDuckGo Browser in enterprise-browsers (1), Duo with verified push in multi-factor-authentication (1), DuoCircle in email-security (1), Dynatrace Bindplane in telemetry-pipelines (1), Dynatrace Digital Experience Monitoring / Dynatrace Synthetic Monitoring in website-and-synthetic-monitoring (1), Dynatrace Platform Subscription (DPS) in application-performance-monitoring (1), Dynatrace UEM in website-and-synthetic-monitoring (1), Dynatrace's OneAgent in telemetry-pipelines (1), E2open (now part of WiseTech Global) in edi-platforms (1), E2open, now part of WiseTech Global in edi-platforms (1), EBX Software in master-data-management (1), ECS in managed-kubernetes-platforms (1), EDI HQ in edi-platforms (1), ELK Stack (Elasticsearch, Logstash, Kibana) — Self-Managed in log-management (1), EMC Atmos in enterprise-storage-systems (1), EMC Centera in enterprise-storage-systems (1), EMC VNX series in enterprise-storage-systems (1), EMC VPLEX in enterprise-storage-systems (1), ER/Studio Enterprise Data Catalog in data-catalogs-and-governance (1), ESET Security Awareness in security-awareness-training (1), Easy365Manager (or EasyEntra) in microsoft-365-management (1), EclecticIQ Intelligence Center in threat-intelligence-platforms (1), EclecticIQ Platform in threat-intelligence-platforms (1), EcoStruxure in data-center-infrastructure-management (1), Edera in container-and-kubernetes-security (1), Edge with hardening in enterprise-browsers (1), Effectiv in identity-verification (1), Einstein Prediction Builder in ml-platforms (1), Elastic Stack SIEM in siem-platforms (1), Elasticsearch with vector plugins in vector-databases (1), Eleco Technologies in penetration-testing-as-a-service (1), ElevenAgents in ai-it-support-agents (1), Email Security, Cloud Integrated (CI) in email-security (1), Engagelab in communications-apis (1), Enterprise Bot ITSM Chatbot in ai-it-support-agents (1), Enterprise SONiC in data-center-networking (1), Enterprise Vault in communications-archiving-and-compliance (1), EnterpriseTube in streaming-platforms (1), Entra ID Privileged Identity Management (PIM) in microsoft-365-management (1), Entra Portal in microsoft-365-management (1), Entrust IDV, formerly Onfido in identity-verification (1), Entrust Identity Verification (formerly Onfido) in identity-verification (1), Entrust Onfido in identity-verification (1), Eon.io in backup-and-disaster-recovery (1), Equilibrium in digital-employee-experience (1), Ericom Secure Browser in enterprise-browsers (1), Ericsson Enterprise Wireless in sd-wan (1), Errbit in error-and-crash-monitoring (1), Erwin Data Modeler in enterprise-architecture-tools (1), Espressive Barista in ai-it-support-agents (1), Eterna Institutional in digital-employee-experience (1), Event Grid in streaming-platforms (1), Event Tech Stack in streaming-platforms (1), EventBridge in streaming-platforms (1), Everbridge Prepare in business-continuity-management (1), Everbridge Prepare / BC in the Cloud in business-continuity-management (1), Everpure, formerly Pure Storage in enterprise-storage-systems (1), Evidian IGA in identity-governance (1), Evolve Edge in ai-governance-platforms (1), Exabeam UEBA in insider-risk-management (1), Exabeam UEBA / security analytics in insider-risk-management (1), Exadata in managed-relational-databases (1), Exceptionless in error-and-crash-monitoring (1), Exchange Online in microsoft-365-management (1), Exterro in insider-risk-management (1), Extreme Networks SPB in data-center-networking (1), Extreme Networks' Data Center Networking Solutions in data-center-networking (1), F5 BIG-IP APM in api-gateways (1), F5 BIG-IP Platform in load-balancers (1), F5 BIG-IP Virtual Edition in web-application-firewalls (1), F5 BIG-IP WAF in web-application-firewalls (1), F5 BIG-IP iSeries in load-balancers (1), F5 BigIP in api-gateways (1), F5 Distributed Cloud Mobile App Shield in application-shielding (1), F5 NGINX API Gateway in api-gateways (1), F5 Shape Security in bot-management (1), F5 — CalypsoAI in ai-security-platforms (1), F6S in it-asset-management (1), FAIR Model in cyber-risk-quantification (1), FIDO2 security keys in multi-factor-authentication (1), Facets.cloud in internal-developer-portals (1), FairWins in digital-employee-experience (1), Fairwinds Insights EKS Edition in container-and-kubernetes-security (1), Falcon ASPM in application-security-posture-management (1), Falcon SSPM in saas-security-posture-management (1), Falcon Seraphic in enterprise-browsers (1), Fastly API Gateway in api-management (1), Fastly Bot Manager in bot-management (1), Fat-Tree in data-center-networking (1), Fenergo in identity-verification (1), Ficstar in proxy-networks (1), FinOpsly AI Cost Governance Platform in ai-governance-platforms (1), FinQuery in saas-management-platforms (1), FinancialForce Professional‑Services Automation (PSA) – Financial Management Cloud in it-financial-management (1), Fine Proxy in proxy-networks (1), FireEye Network Security in network-detection-and-response (1), FirstByte in digital-employee-experience (1), FirstWave (NMIS & Open-AudIT) in network-monitoring-and-management (1), Fixel in client-side-protection (1), FlashBlade in enterprise-storage-systems (1), FlashSystem SSA in enterprise-storage-systems (1), FlexNet Manager Suite by Flexera in saas-management-platforms (1), Flexera (formerly Secunia) CSI in patch-management (1), Flexera CloudCost in cloud-cost-management (1), Flexera One with Spot in cloud-cost-management (1), Flexera SaaS Manager in saas-management-platforms (1), FluidFS 8600 in enterprise-storage-systems (1), Fluxguard in third-party-risk-management (1), Forcepoint Data Visibility in data-security-posture-management (1), Forcepoint Insider Threat Solution in insider-risk-management (1), Forcepoint Risk-Adaptive Protection in insider-risk-management (1), Forcepoint SASE in sase-platforms (1), Foreman in patch-management (1), Forescout eyeExtend in network-access-control (1), Forescout eyeSentry in ot-and-iot-security (1), Forescout eyeSight/4D Platform in network-access-control (1), ForkDelta in digital-employee-experience (1), Forseti in cloud-security-posture-management (1), FortiCloud in next-generation-firewalls (1), FortiFlex in next-generation-firewalls (1), FortiGuard DNS Security / Fortinet DNS filtering in dns-filtering (1), FortiGuard on FortiGate in dns-filtering (1), FortiXDR in extended-detection-and-response (1), Fortify ScanCentral DAST in dynamic-application-security-testing (1), Fortigate NAC in network-access-control (1), Fortinet AI tools in ai-security-platforms (1), Fortinet EDR in endpoint-detection-and-response (1), Fortinet FortiAI in ai-security-platforms (1), Fortinet FortiBot in bot-management (1), Fortinet FortiDDoS in ddos-protection (1), Fortinet FortiGate 6000F / 7000F Series in next-generation-firewalls (1), Fortinet FortiGate-VM NGFW in next-generation-firewalls (1), Fortinet FortiGuard DNS Filtering 2.0 in dns-filtering (1), Fortinet FortiOS/FortiProxy in next-generation-firewalls (1), Fortinet FortiPolicy/FortiGate in microsegmentation (1), Fortinet Lacework FortiCNAPP in container-and-kubernetes-security (1), Fortinet NAC in network-access-control (1), Fortinet Network Access Control in network-access-control (1), Fortinet Secure Networking in next-generation-firewalls (1), Fortinet Zero Trust Network Access in zero-trust-network-access (1), Fortinet’s FortiGate-200G in next-generation-firewalls (1), Fortinox in network-access-control (1), Fortive (formerly Delinea) Secret Server in identity-threat-detection-and-response (1), Fortra Flashpoint (formerly Digital Shadows) in threat-intelligence-platforms (1), Forum Systems in api-management (1), Forum Systems in api-security-platforms (1), FourCore in breach-and-attack-simulation (1), Fourchain / ChainStack in digital-employee-experience (1), Foxtrot RPA in robotic-process-automation (1), FreJun in business-phone-systems (1), Free/Open Proxy Services in proxy-networks (1), Frends in workflow-orchestration (1), Freshservice Incident Management in incident-management-and-on-call (1), Freshworks Device42 in it-asset-management (1), Frontier Suite in microsoft-365-management (1), Fudo Connect in privileged-access-management (1), Fujitsu's high-end storage systems in enterprise-storage-systems (1), FuseProxy in proxy-networks (1), Future AGI Agent Command Center in llm-gateways-and-observability (1), Futuro in ai-it-support-agents (1), G2 Community Mode / free picked labs in secure-code-training (1), GB Group in identity-verification (1), GCP API Management in api-gateways (1), GCP Cloud DNS in ddi-and-ipam (1), GCP IAM in non-human-identity-management (1), GCP Logging in data-quality-and-observability (1), GCP NGFW Enterprise in next-generation-firewalls (1), GCP native load balancers in load-balancers (1), GPT-4 in ai-coding-assistants (1), GRVT in digital-employee-experience (1), GXS/TIBCO legacy in edi-platforms (1), Garantir GaraTrust in certificate-lifecycle-management (1), GardaWorld in business-continuity-management (1), Gartner Peer Insights SOAR in soar-platforms (1), Gartner Third-Party Cybersecurity Insights in cyber-risk-quantification (1), Genius in digital-employee-experience (1), Gestione IPAM by Men & Mice in ddi-and-ipam (1), GitHub AE in source-control-hosting (1), GitHub Advanced Security (GHAS) — Dependabot in software-composition-analysis (1), GitHub Code Security in static-application-security-testing (1), GitHub Enterprise Actions in ci-cd-platforms (1), GitHub Enterprise Cloud with Data Residency in source-control-hosting (1), GitHub Enterprise Solutions (Microsoft) in source-control-hosting (1), GitHub Public Repositories in source-control-hosting (1), GitHub's Dependabot in software-composition-analysis (1), GitLab Advanced Security (GitLab SAST) in static-application-security-testing (1), GitLab Container/Dependency Registry in artifact-and-container-registries (1), GitLab Package and Container Registry in artifact-and-container-registries (1), GitLab Premium SaaS in source-control-hosting (1), GitLab Self-Managed or GitLab Dedicated in source-control-hosting (1), GitLab Terraform integration in infrastructure-as-code (1), GitProtect in backup-and-disaster-recovery (1), GitProtect.io in backup-and-disaster-recovery (1), Gitolite in source-control-hosting (1), Gitter in website-and-synthetic-monitoring (1), Glastopf in deception-technology (1), Glean Work AI Platform in ai-governance-platforms (1), GlobalSuite Solutions in business-continuity-management (1), Globanet in communications-archiving-and-compliance (1), Globetoggle in communications-archiving-and-compliance (1), Go Cyberhaven in insider-risk-management (1), GoDaddy Premium DNS in managed-dns (1), GoDaddy authoritative DNS in managed-dns (1), GoTo Rescue (formerly LogMeIn Rescue) in remote-support-and-remote-access (1), GoToAssist in remote-support-and-remote-access (1), GoTrust DLP in client-side-protection (1), Google Apigee subscription in api-gateways (1), Google AppSheet in workflow-orchestration (1), Google Assistant in enterprise-ai-assistants (1), Google Chrome Browser for Enterprise in enterprise-browsers (1), Google Chronicle SIEM in siem-platforms (1), Google Chronicle Security Operations in siem-platforms (1), Google Cloud AI governance in ai-governance-platforms (1), Google Cloud Armor Enterprise Annual in web-application-firewalls (1), Google Cloud Artifact Analysis & Container Analysis in container-and-kubernetes-security (1), Google Cloud Chronicle (Security Operations) in ai-security-platforms (1), Google Cloud Firewall in next-generation-firewalls (1), Google Cloud HTTP LB in load-balancers (1), Google Cloud NGFW (with default settings) in next-generation-firewalls (1), Google Cloud SCC in cloud-security-posture-management (1), Google Cloud SFTP in managed-file-transfer (1), Google Cloud SQL for SQL Server in managed-relational-databases (1), Google Cloud Virtual Desktop in virtual-desktops (1), Google Cloud [Security Command Center] in container-and-kubernetes-security (1), Google Cloud agentic security options in ai-soc-agents (1), Google Cloud tools in infrastructure-as-code (1), Google Cloud – Pub/Sub in streaming-platforms (1), Google Cloud's Agentic SOC / Triage and Investigation agent in ai-soc-agents (1), Google Cloud's Data Catalog and BigLake Metastore in data-catalogs-and-governance (1), Google Cloud's Gemini Enterprise Agent Platform (formerly Vertex AI) in ml-platforms (1), Google Cloud's ML platform in ml-platforms (1), Google Cloud's Vertex AI with safety filters in llm-gateways-and-observability (1), Google Cloud: Security Command Center AI Protection in ai-security-platforms (1), Google Cloud’s ASM (via Mandiant) in attack-surface-management (1), Google Cloud’s load balancing in load-balancers (1), Google Composer in workflow-orchestration (1), Google Config Connector in infrastructure-as-code (1), Google Container Registry legacy in artifact-and-container-registries (1), Google Doc AI in intelligent-document-processing (1), Google Drive personal plans in backup-and-disaster-recovery (1), Google Firebase in customer-identity-and-access-management (1), Google G Suite in video-conferencing (1), Google Gemini Enterprise for Workspace in enterprise-ai-assistants (1), Google Identity Services in customer-identity-and-access-management (1), Google Kubernetes Engine, Google Cloud in managed-kubernetes-platforms (1), Google Meet via Workspace in video-conferencing (1), Google OSV-Scanner in software-composition-analysis (1), Google SecOps Enterprise or Enterprise Plus in siem-platforms (1), Google SecOps with Gemini in ai-soc-agents (1), Google Security AI in ai-security-platforms (1), Google Security Operations (SecOps) with Gemini in ai-soc-agents (1), Google Security Operations, formerly Chronicle in siem-platforms (1), Google Vertex AI Agent Builder in ai-it-support-agents (1), Google Vertex AI AutoML in ml-platforms (1), Google Vertex AI governance in ai-governance-platforms (1), Google Workspace Enterprise Security in email-security (1), Google Workspace Meet in video-conferencing (1), Google's 8.8.8.8 in dns-filtering (1), Google's BigQuery in time-series-databases (1), Google's Duet AI in enterprise-ai-assistants (1), Google's Gemini in ai-coding-assistants (1), Google's Triage and Investigation Agent in ai-soc-agents (1), Goverlan Reach in remote-support-and-remote-access (1), Govliance in ai-governance-platforms (1), Grafana Cloud Synthetic Monitoring in website-and-synthetic-monitoring (1), Grafana Cloud or self-managed Grafana in infrastructure-monitoring (1), Grafana Enterprise Metrics (GEM) in time-series-databases (1), Grafana Pyroscope in application-performance-monitoring (1), Grafana stack with Loki/Tempo in infrastructure-monitoring (1), Graylog open-source in log-management (1), Great Expectations (GX) Core in data-quality-and-observability (1), Greenbone Enterprise Appliance in vulnerability-management-platforms (1), Group Policy/Cloud Policy in microsoft-365-management (1), Group\u2011IB in digital-risk-protection (1), Guardsquare—DexGuard for Android and iXGuard for iOS in application-shielding (1), Guideflow SOAR in soar-platforms (1), Gurucul Insider Risk Management in insider-risk-management (1), HAProxy One (HAProxy Enterprise) in load-balancers (1), HCL OneITSM in it-asset-management (1), HCL Workload Automation (HWA) in workflow-orchestration (1), HP (data-driven DEX) in digital-employee-experience (1), HP Anyware in virtual-desktops (1), HPE (Hewlett Packard Enterprise) — Alletra Storage MP in enterprise-storage-systems (1), HPE Alletra MP in enterprise-storage-systems (1), HPE Alletra X10000 in enterprise-storage-systems (1), HPE Aruba CX Switches in data-center-networking (1), HPE Aruba CX with Fabric Composer in data-center-networking (1), HPE Aruba Central (with APMP) in network-access-control (1), HPE Aruba Data Center Switches in data-center-networking (1), HPE Aruba Fabric Composer in data-center-networking (1), HPE Aruba Fabric Composer / Legacy FlexFabric in data-center-networking (1), HPE Aruba Networking Fabric Composer in data-center-networking (1), HPE Aruba SD-WAN in sd-wan (1), HPE EVA 6000/8000 in enterprise-storage-systems (1), HPE EdgeConnect in sase-platforms (1), HPE GreenLake for VDI in virtual-desktops (1), HPE IMC (Intelligent Management Center) in network-monitoring-and-management (1), HPE InfoSight in enterprise-storage-systems (1), HPE Juniper Networking's Data Center Network Fabrics in data-center-networking (1), HPE Juniper Networks (Junos OS & Juniper Apstra) in data-center-networking (1), HPE Juniper SRX in next-generation-firewalls (1), HPE Juniper SRX Series in next-generation-firewalls (1), HPE Juniper: QFX / Junos + Apstra Data Center Director in data-center-networking (1), HPE Open Configuration Manager / OMi (Operations Manager) in aiops-platforms (1), HPE Storage in enterprise-storage-systems (1), HULFT in managed-file-transfer (1), HUMAN Client-Side Supply Security in client-side-protection (1), HUMAN Security – Human Defense Platform in bot-management (1), Hack The Box (HTB) Academy in secure-code-training (1), HackerOne's pentest offering in penetration-testing-as-a-service (1), HackerRank for Work in secure-code-training (1), Hammerspace in enterprise-storage-systems (1), Harbor-based Managed Services in artifact-and-container-registries (1), Harmonic in llm-gateways-and-observability (1), Harmony in ai-it-support-agents (1), Harness CD & GitOps in ci-cd-platforms (1), Harness IaCM in infrastructure-as-code (1), Harness Intelligent Toolkit in internal-developer-portals (1), Harness Platform in ci-cd-platforms (1), Harness Traceable in api-security-platforms (1), Harvester in server-virtualization-platforms (1), Hashflow White Label DEX in digital-employee-experience (1), HashiCorp HCP Terraform / Terraform Enterprise in infrastructure-as-code (1), HashiCorp Vault Enterprise or HCP Vault Dedicated in secrets-management (1), Heap in error-and-crash-monitoring (1), Heat in infrastructure-as-code (1), Heimdal Complete Patch Management in patch-management (1), Helm's old ChartMuseum in artifact-and-container-registries (1), HelpCrunch Docs in it-documentation (1), HelpSystems GoAnywhere in managed-file-transfer (1), Helvet Swap (on the Canton Network) in digital-employee-experience (1), Herd Security in secure-code-training (1), Hewlett Packard Enterprise HPE Zerto in backup-and-disaster-recovery (1), HeyGen in enterprise-ai-assistants (1), Hibp in digital-risk-protection (1), HiddenLayer AISec Platform in ai-security-platforms (1), Hideez in customer-identity-and-access-management (1), Hikari in application-shielding (1), Hitachi Content Platform in object-storage (1), Hitachi Vantara Virtual Storage Platform One VSP One in enterprise-storage-systems (1), Hiya Domains in managed-dns (1), Hola VPN / Bright Data (formerly Luminati) in proxy-networks (1), Homegrown / DIY Solutions (Spreadsheets + Open-Source Tools) in ddi-and-ipam (1), Honeycomb Telemetry Pipeline, HTP in telemetry-pipelines (1), Honeypot-Project in deception-technology (1), Honeywell Forge in ot-and-iot-security (1), Horizon / Omnissa in virtual-desktops (1), Horizon 8 in virtual-desktops (1), Hornetsecurity Email Archiving in communications-archiving-and-compliance (1), HostDime in colocation-providers (1), HostPapa in colocation-providers (1), Huawei CloudEngine / iMaster NCE in data-center-networking (1), Huawei Enterprise Networking Equipment in data-center-networking (1), Huawei OceanStor Dorado 18000 in enterprise-storage-systems (1), Huawei USG in next-generation-firewalls (1), Hugging Face Model Hub in ai-governance-platforms (1), Hughes Network Systems in sd-wan (1), Humanitik in internal-developer-portals (1), Huntress Targeted Attack Protection (TAP) in email-security (1), Hyper-V with Windows Server Datacenter in server-virtualization-platforms (1), HyperDex in nosql-databases (1), Hyver by CYE in cyber-risk-quantification (1), IAM Identity Center in multi-factor-authentication (1), IBM (formerly Micro Focus CA) DCIM in data-center-infrastructure-management (1), IBM AI Governance in ai-governance-platforms (1), IBM AIOps / Cloud Pak for AIOps / Instana in aiops-platforms (1), IBM AppScan (HCL AppScan) in static-application-security-testing (1), IBM Apptio (Cloudability + ITFM Suite) in it-financial-management (1), IBM Apptio (formerly TBM Suite) in it-financial-management (1), IBM Apptio (including ApptioOne, Cloudability, and Costing) in it-financial-management (1), IBM Apptio / IBM Apptio IT Financial Management in it-financial-management (1), IBM Apptio Costing + Apptio Planning in it-financial-management (1), IBM AutoSys in workflow-orchestration (1), IBM B2B Integrator in edi-platforms (1), IBM BAW in workflow-orchestration (1), IBM Business Automation Insights in process-mining (1), IBM COS in object-storage (1), IBM Cloud DNS / NS1 in managed-dns (1), IBM Cloud Internet Services in managed-dns (1), IBM Cloud Monitoring in website-and-synthetic-monitoring (1), IBM Cloud Object Storage One-Rate in object-storage (1), IBM Cloud Pak for Automation in workflow-orchestration (1), IBM Cloud Relational Databases in managed-relational-databases (1), IBM Cloud Resiliency Orchestration in backup-and-disaster-recovery (1), IBM Cloud Video in streaming-platforms (1), IBM Concert in telemetry-pipelines (1), IBM Confluent in streaming-platforms (1), IBM Corporation in backup-and-disaster-recovery (1), IBM Data Fabric in data-virtualization (1), IBM Data Fabric / watsonx.data in data-virtualization (1), IBM Data Masking / IBM DataStage masking capabilities in data-masking-and-test-data (1), IBM Data Quality in data-quality-and-observability (1), IBM Data Virtualization Manager for z/OS in data-virtualization (1), IBM Data Virtualization as a Service (DVaaS) in data-virtualization (1), IBM DataPower Gateway in api-gateways (1), IBM HashiCorp Vault in non-human-identity-management (1), IBM IKS in managed-kubernetes-platforms (1), IBM Identity Governance in identity-governance (1), IBM InfoSphere Data Virtualization in data-virtualization (1), IBM InfoSphere Federation Server in data-virtualization (1), IBM InfoSphere Federation Server / IBM Cloud Pak for Data (CPD) in data-virtualization (1), IBM InfoSphere Information Analyzer in data-quality-and-observability (1), IBM InfoSphere Information Governance Catalog in data-catalogs-and-governance (1), IBM InfoSphere MDM Server in master-data-management (1), IBM InfoSphere MDM—traditional editions in master-data-management (1), IBM InfoSphere Master Data Management Server in master-data-management (1), IBM InfoSphere Optim Test Data Management in data-masking-and-test-data (1), IBM Information Server in master-data-management (1), IBM MDR in managed-detection-and-response (1), IBM MaaS360 with Watson in unified-endpoint-management (1), IBM Observability / Instana in observability-platforms (1), IBM Optim Test Data Management in data-masking-and-test-data (1), IBM QRadar NDR in network-detection-and-response (1), IBM QRadar SaaS products acquired by Palo Alto Networks in siem-platforms (1), IBM QRadar UEBA in insider-risk-management (1), IBM QRadar on-premises in siem-platforms (1), IBM Rational Team Concert (RTC) / ClearCase-based services in source-control-hosting (1), IBM Resiliency in business-continuity-management (1), IBM Security App Scan in application-shielding (1), IBM Security QRadar Threat Intelligence in threat-intelligence-platforms (1), IBM Security Resilient (IBM QRadar SOAR) in soar-platforms (1), IBM Security Verify Access in network-access-control (1), IBM SevOne in infrastructure-monitoring (1), IBM SevOne in network-monitoring-and-management (1), IBM Spectrum Archive in communications-archiving-and-compliance (1), IBM Sterling B2B in workflow-orchestration (1), IBM Sterling Gentran in edi-platforms (1), IBM StreamSets in etl-and-elt (1), IBM Verify Identity Governance 10.x in identity-governance (1), IBM XIV in enterprise-storage-systems (1), IBM [Cloud Pak for Security] in container-and-kubernetes-security (1), IBM watsonx Code Assistant for Z in ai-coding-assistants (1), IBM watsonx Orchestrate Intelligent Document Processing in intelligent-document-processing (1), IBM watsonx.data integration / Databand lineage in IBM ecosystem in data-quality-and-observability (1), IBM watsonx.data intelligence in data-catalogs-and-governance (1), IBM webMethods in api-management (1), IBM webMethods Hybrid Integration in etl-and-elt (1), IBM webMethods Hybrid Integration / IBM Sterling MFT SaaS in managed-file-transfer (1), IBM webMethods Managed File Transfer in managed-file-transfer (1), IBM — FlashSystem & Storage Scale in enterprise-storage-systems (1), IBM's QRadar SaaS assets in siem-platforms (1), IBM's Watson Query in data-virtualization (1), IDEMIA in identity-verification (1), IDMC in etl-and-elt (1), IDVerse in identity-verification (1), IDWise in identity-verification (1), IFS in it-asset-management (1), IP Fabric in network-monitoring-and-management (1), IP2World in proxy-networks (1), IPv4Global in ddi-and-ipam (1), IRI Data Protector (FieldShield/CoSort) in data-masking-and-test-data (1), IT AI Index in cloud-hosting (1), Ibexa DXP in digital-employee-experience (1), IdentityIQ in identity-governance (1), IdentityIQ in microsoft-365-management (1), IdentityNow in identity-governance (1), Ignio (HPE) in aiops-platforms (1), Imperva (Incapsula) Bot Detection in bot-management (1), Imperva ABP in bot-management (1), Imperva AI Application Security in ai-security-platforms (1), Imperva Bot Attack Mitigation in bot-management (1), Imperva Cloud WAAP in web-application-firewalls (1), Imperva SecureSphere appliances in web-application-firewalls (1), Imperva’s cloud-based Application Security Platform in web-application-firewalls (1), Imvision in api-security-platforms (1), In-House / DIY Bot Management Solutions in bot-management (1), In-House / Homegrown CIAM in customer-identity-and-access-management (1), Incident IO in incident-management-and-on-call (1), Indico Data in intelligent-document-processing (1), Inference Systems in aiops-platforms (1), Infima in security-awareness-training (1), InfiniBox SSA by Infinidat in enterprise-storage-systems (1), Infinite Blue in business-continuity-management (1), Infinite Blue / BC in the Cloud in business-continuity-management (1), InfluxDB Cloud Dedicated or Enterprise in time-series-databases (1), InfluxDB Cloud Serverless in time-series-databases (1), InfluxDB Cloud Serverless / InfluxDB 3 Enterprise in time-series-databases (1), Infoblox Advanced DNS Protection in dns-filtering (1), Infoblox DNS Security in dns-filtering (1), Infoblox’s Universal DDI / NIOS DDI platform in ddi-and-ipam (1), Infor B2B Cloud in edi-platforms (1), Informatica Allie in data-masking-and-test-data (1), Informatica Cloud Data Quality in data-quality-and-observability (1), Informatica Cloud Data Quality (CDQ) / IDMC in data-quality-and-observability (1), Informatica Cloud TDM in data-masking-and-test-data (1), Informatica DQ in data-quality-and-observability (1), Informatica Data Integration in etl-and-elt (1), Informatica Data Integration and Engineering in etl-and-elt (1), Informatica Dynamic Data Masking / Advanced Masking in data-masking-and-test-data (1), Informatica EDC in data-catalogs-and-governance (1), Informatica IDQ in data-quality-and-observability (1), InfraSOS in microsoft-365-management (1), Infura in digital-employee-experience (1), InsightCloudSec in attack-surface-management (1), Inspira Enterprise in managed-detection-and-response (1), Instabug in application-shielding (1), Inteca in streaming-platforms (1), Intel 471 Verity471 in threat-intelligence-platforms (1), Intel.io in digital-risk-protection (1), IntelliBreach Attack Surface Management Enterprise Plan in attack-surface-management (1), Internal in it-documentation (1), Internal.io in internal-developer-portals (1), Intezer AI SOC analyst in ai-soc-agents (1), Intune Enterprise App Management (EAM) in patch-management (1), Intune Remote Help in remote-support-and-remote-access (1), Invicti Security in penetration-testing-as-a-service (1), Ipswitch MOVEit Transfer in managed-file-transfer (1), Iron Bank in artifact-and-container-registries (1), Iron Mountain InSight in intelligent-document-processing (1), IronDefense in network-detection-and-response (1), Ironscales Platform in email-security (1), Island.io in insider-risk-management (1), Ivanti Desktop and Server Management (DSM) in unified-endpoint-management (1), Ivanti Endpoint Manager Mobile (EPMM), on-premises in unified-endpoint-management (1), Ivanti HEAT Discovery in it-asset-management (1), Ivanti Neurons For Digital Experience in digital-employee-experience (1), Ivanti Neurons UEM in unified-endpoint-management (1), Ivanti Neurons for Digital Employee Experience in digital-employee-experience (1), Ivanti Neurons for Digital Workspace in digital-employee-experience (1), Ivanti Neurons for EASM in attack-surface-management (1), Ivanti Neurons for IT in patch-management (1), Ivanti Neurons for MDM in unified-endpoint-management (1), Ivanti Patch in patch-management (1), Ivanti Service Desk in it-service-management (1), JBoss Data Virtualization in data-virtualization (1), Jamf Connect / Jamf Pro in unified-endpoint-management (1), Jamf Protect in endpoint-detection-and-response (1), Java Obfuscator in application-shielding (1), Jenkins – CloudBees Jenkins Enterprise in ci-cd-platforms (1), Jimber in sase-platforms (1), Jira Cloud Manager in saas-management-platforms (1), Jira Service Management (JSM) with Atlassian Rovo in ai-it-support-agents (1), Jira Service Management Cloud in it-service-management (1), Jira Service Management Operations in incident-management-and-on-call (1), Jira Service Management’s virtual agent in ai-it-support-agents (1), Johnson Controls in ot-and-iot-security (1), Joy Services in colocation-providers (1), Jsmon Inc. in client-side-protection (1), Jumio Netverify / Identity Intelligence in identity-verification (1), JumpCloud Device & Identity Management in workforce-identity-and-sso (1), Juniper Access Assurance in network-access-control (1), Juniper EX in data-center-networking (1), Juniper Mist Cloud in network-monitoring-and-management (1), Juniper Mist Wired Assurance in sd-wan (1), Juniper Networking in data-center-networking (1), Juniper Networks Junos / Apstra / Mist AI in data-center-networking (1), Juniper Networks Mist Wired Assurance and Marvis in network-monitoring-and-management (1), Juniper Networks NAC in network-access-control (1), Juniper Networks QFX Series with Apstra in data-center-networking (1), Juniper Networks SRX Series in next-generation-firewalls (1), Juniper Networks vSRX in next-generation-firewalls (1), Juniper Networks with Contrail in data-center-networking (1), Juniper QFX with Apstra Data Center Director in data-center-networking (1), Juniper QFabric in data-center-networking (1), Juniper SRX5400 in next-generation-firewalls (1), Juniper SRX5400 Series in next-generation-firewalls (1), Juniper SSR in sd-wan (1), K-Meleon in enterprise-browsers (1), K2View Data Product Platform in data-masking-and-test-data (1), KDDI in colocation-providers (1), KPMG Clarity in it-financial-management (1), KPMG Cyber Security in penetration-testing-as-a-service (1), KPMG firms in cyber-risk-quantification (1), KVM-based (e.g., in Red Hat OpenShift Virtualization, SUSE, or Proxmox for enterprise) in server-virtualization-platforms (1), Kame Aggregator in digital-employee-experience (1), Kandji → Iru in unified-endpoint-management (1), Kanerika in data-catalogs-and-governance (1), Kaspersky ICS in ot-and-iot-security (1), Kaspersky Security for Mail Server / Secure Mail Gateway in email-security (1), Kayako in incident-management-and-on-call (1), Keen IO in streaming-platforms (1), KelpDAO in digital-employee-experience (1), Kemp Technologies in load-balancers (1), Kentico Xperience in digital-employee-experience (1), Kentik Detect in network-detection-and-response (1), Key Vault in secrets-management (1), Keyfactor EJBCA / Keyfactor Command in certificate-lifecycle-management (1), Keyfactor EJBCA® in certificate-lifecycle-management (1), Keynote in website-and-synthetic-monitoring (1), Keysight Threat Simulator / ReliaQuest GreyMatter in breach-and-attack-simulation (1), Kgateway in api-gateways (1), Kinesis Data Firehose in telemetry-pipelines (1), Kion in cloud-cost-management (1), Kiteworks Secure Managed File Transfer in managed-file-transfer (1), Knative in workflow-orchestration (1), Kofax Capture / Automation Suite in intelligent-document-processing (1), Kofax Kapow in robotic-process-automation (1), Kofax TotalAgility in intelligent-document-processing (1), Koi in endpoint-protection (1), Konfuzio in intelligent-document-processing (1), Kong Gateway, Kong OSS / Kong Konnect in api-gateways (1), Kronos in microsoft-365-management (1), KubeMQ in streaming-platforms (1), Kubernetes Ingress in api-gateways (1), Kubernetes Native Secrets in secrets-management (1), Kubernetes Workflows (Argo Workflows) in workflow-orchestration (1), Kubernetes cert‑manager in certificate-lifecycle-management (1), Kubernetes community `ingress-nginx` in api-gateways (1), Kyvos in data-warehouses (1), LANDesk Patch Manager in patch-management (1), LLM Gateway open-source in llm-gateways-and-observability (1), LRQA in penetration-testing-as-a-service (1), LRQA Nettitude in penetration-testing-as-a-service (1), LUXSOCKS in proxy-networks (1), Lakera LLM Guard in ai-security-platforms (1), Lakeside Saronic in digital-employee-experience (1), Lakeside Software SysTrack in digital-employee-experience (1), LangSmith's gateway in llm-gateways-and-observability (1), LangWatch in llm-gateways-and-observability (1), Lark Suite (by ByteDance) in video-conferencing (1), Launchpad in source-control-hosting (1), LeanIX Enterprise Architecture Management in enterprise-architecture-tools (1), Legacy APC StruxureWare models in data-center-infrastructure-management (1), Legacy Accellion FTA (File Transfer Appliance) in managed-file-transfer (1), Legacy ArcSight in log-management (1), Legacy Attivo / ThreatDefend proposals in deception-technology (1), Legacy BIND / ISC-DHCP / Kea (stand-alone) in ddi-and-ipam (1), Legacy BMC / Helix AIOps in aiops-platforms (1), Legacy Cisco ACI (Application Centric Infrastructure) in data-center-networking (1), Legacy HPE Aruba FlexFabric in data-center-networking (1), Legacy Kemp LoadMaster Hardware Models in load-balancers (1), Legacy McAfee / Trellix in endpoint-protection (1), Legacy On-Premise Solutions (e.g., Old Active Directory setups) in customer-identity-and-access-management (1), Legacy OpenText (formerly Micro Focus) ITAM Portfolios in it-asset-management (1), Legacy Palo Alto Prisma Cloud Data Security in data-security-posture-management (1), Legacy VMware Horizon in virtual-desktops (1), Lenovo in enterprise-storage-systems (1), Leonardo AI in enterprise-ai-assistants (1), LevelDB/RocksDB in nosql-databases (1), LexiCom in managed-file-transfer (1), Lexis Nexis in identity-verification (1), LibreWolf in enterprise-browsers (1), Liferay in digital-employee-experience (1), Lifesize in video-conferencing (1), LinkedIn in streaming-platforms (1), Live Group in streaming-platforms (1), LiveAction in network-detection-and-response (1), Llama in enterprise-ai-assistants (1), Llama 3 in ai-coding-assistants (1), LlamaIndex in llm-gateways-and-observability (1), Load Balancer Enterprise ADC in load-balancers (1), Loadbalancer Enterprise ADC in load-balancers (1), Loadbalancer.org Enterprise Prime in load-balancers (1), Loadbalancer.org enterprise appliances/software in load-balancers (1), Lockpath in business-continuity-management (1), LogRhythm Network Monitor in network-detection-and-response (1), LogicGate One in cyber-risk-quantification (1), LogicMonitor's Event Intelligence in aiops-platforms (1), Looker – Google Cloud in embedded-analytics (1), Looker's LookML semantic layer in embedded-analytics (1), Lookout DLP in data-loss-prevention (1), Lovable in ai-coding-assistants (1), LuaDNS in managed-dns (1), LumApps in digital-employee-experience (1), Lumen Technologies CDN in content-delivery-networks (1), Lumen's Private Connectivity Fabric AI Infrastructure in data-center-networking (1), Lux Financial in digital-employee-experience (1), Luz in embedded-analytics (1), MASTG samples in application-shielding (1), MCO's Communications Archiving in communications-archiving-and-compliance (1), MISP feeds in threat-intelligence-platforms (1), MLflow Models in ml-platforms (1), MOVEit Transfer Tier 3 in managed-file-transfer (1), MSE Cloud-native Gateway in api-gateways (1), MSOnline (MSOL) and AzureAD / AzureADPreview Modules in microsoft-365-management (1), MaaS360 in unified-endpoint-management (1), Mac Touch ID/Face ID in multi-factor-authentication (1), Machine Learning Studio (classic) in ml-platforms (1), Macronet Services in colocation-providers (1), Mammoth Cyber (formerly Appaegis) in enterprise-browsers (1), ManageEngine ADManager Plus in microsoft-365-management (1), ManageEngine Patch Manager Plus Enterprise in patch-management (1), ManageEngine PatchesManager Plus in patch-management (1), ManageEngine SOAR/Log360 in soar-platforms (1), ManageEngine ServicePlus in it-service-management (1), Managed Apache Pulsar (StreamNative) in streaming-platforms (1), Mandiant (Google Cloud) MDR in managed-detection-and-response (1), Mandiant Advantage ASM – Google Cloud in attack-surface-management (1), Mandiant Digital Risk Protection in digital-risk-protection (1), Mandiant Digital Threat Monitoring in digital-risk-protection (1), Mandiant Managed Defense (Google Cloud) in managed-detection-and-response (1), Mandiant Red Team Assessment in breach-and-attack-simulation (1), Marqeu (B2B Segmentation Software) in microsegmentation (1), Mauve (by Violet) in digital-employee-experience (1), Mavim in enterprise-architecture-tools (1), Maxim Bifrost in llm-gateways-and-observability (1), McAfee ESM in siem-platforms (1), Mend.io – Mend SCA in software-composition-analysis (1), Mendix in grc-platforms (1), Menlo Secure Cloud Browser in enterprise-browsers (1), Menlo Security Secure Enterprise Browser / Remote Browser Isolation in client-side-protection (1), Mercury in observability-platforms (1), Metaphor in data-catalogs-and-governance (1), Metaphor in etl-and-elt (1), MetricStream Connected GRC in grc-platforms (1), Micro Focus (OpenText) Service Manager in it-service-management (1), Micro Focus (formerly HPE) Service Management in it-service-management (1), Micro Focus ArcSight SOAR in soar-platforms (1), Micro Focus Fortify WebInspect in dynamic-application-security-testing (1), Microsoft 365 Advanced Compliance in communications-archiving-and-compliance (1), Microsoft 365 CDN in content-delivery-networks (1), Microsoft 365 Copilot with Employee Self-Service Agent in ai-it-support-agents (1), Microsoft 365 Copilot with Purview in ai-security-platforms (1), Microsoft 365 Defender for Cloud in sase-platforms (1), Microsoft 365 E5 Compliance in communications-archiving-and-compliance (1), Microsoft 365 Endpoint Manager + Purview in microsoft-365-management (1), Microsoft 365 Enterprise with an Enterprise Agreement (EA) or Microsoft Customer Agreement (MCA) billing in microsoft-365-management (1), Microsoft 365 Insider Risk Management in insider-risk-management (1), Microsoft 365 Security & Compliance Center (now Purview) in microsoft-365-management (1), Microsoft 365 admin tooling in microsoft-365-management (1), Microsoft AD DNS/DHCP in ddi-and-ipam (1), Microsoft Advanced Threat Analytics (ATA) in identity-threat-detection-and-response (1), Microsoft App Guardian in application-shielding (1), Microsoft Authenticator with number match in multi-factor-authentication (1), Microsoft Azure Application Gateway in load-balancers (1), Microsoft Azure Artifacts in artifact-and-container-registries (1), Microsoft Azure Bicep in infrastructure-as-code (1), Microsoft Azure Container Registry in artifact-and-container-registries (1), Microsoft Azure Content Understanding in intelligent-document-processing (1), Microsoft Azure Data Masking in data-masking-and-test-data (1), Microsoft Azure Data Masking / Microsoft Fabric in data-masking-and-test-data (1), Microsoft Azure DevOps Server in source-control-hosting (1), Microsoft Azure DevOps Services in ci-cd-platforms (1), Microsoft Azure Identity Governance in privileged-access-management (1), Microsoft Azure ML Studio in ml-platforms (1), Microsoft Azure Storage / Azure Blob in object-storage (1), Microsoft Azure with an Enterprise Agreement (EA) in cloud-hosting (1), Microsoft Bicep in infrastructure-as-code (1), Microsoft BizTalk Server in edi-platforms (1), Microsoft Cloud Security in sase-platforms (1), Microsoft Copilot for IT in ai-it-support-agents (1), Microsoft Copilot in Microsoft 365 in enterprise-ai-assistants (1), Microsoft Corporation Azure Backup & Recovery Services in backup-and-disaster-recovery (1), Microsoft Defender Experts for Microsoft 365 in managed-detection-and-response (1), Microsoft Defender for Attack Surface Management (EASM) in attack-surface-management (1), Microsoft Defender for Cloud Apps SSPM in saas-security-posture-management (1), Microsoft Defender for DNS in dns-filtering (1), Microsoft Defender for Endpoint MDR in managed-detection-and-response (1), Microsoft Defender for Enterprise in ai-security-platforms (1), Microsoft Defender for External Risk in digital-risk-protection (1), Microsoft Dynamics 365 Master Data Management in master-data-management (1), Microsoft Dynamics 365 for Customer Service / Dynamics 365 ITSM in it-service-management (1), Microsoft Dynamics GRC in business-continuity-management (1), Microsoft EOP in email-security (1), Microsoft Entra Global Secure Access in sase-platforms (1), Microsoft Entra ID (Azure AD) Admin Center in microsoft-365-management (1), Microsoft Entra ID (Azure AD) with MFA in multi-factor-authentication (1), Microsoft Entra ID (formerly Azure AD) - Privileged Identity Management (PIM) in privileged-access-management (1), Microsoft Entra Privilege Access in privileged-access-management (1), Microsoft Entra Suite in identity-governance (1), Microsoft Entra Suite in workforce-identity-and-sso (1), Microsoft Entra Verified ID in identity-verification (1), Microsoft Fabric Data Factory / Azure Data Factory in etl-and-elt (1), Microsoft Graph in microsoft-365-management (1), Microsoft Graph Data Connect in microsoft-365-management (1), Microsoft Hyper-V on Windows Server Datacenter in server-virtualization-platforms (1), Microsoft Hyper‑V with Storage Spaces Direct (or Azure Stack HCI) in server-virtualization-platforms (1), Microsoft Insider Risk Management in insider-risk-management (1), Microsoft Intune Cloud PKI in certificate-lifecycle-management (1), Microsoft Intune Enterprise App Management in patch-management (1), Microsoft NAP in network-access-control (1), Microsoft NPS / Entra Integration in network-access-control (1), Microsoft Network Load Balancing (NLB / WNLB) in load-balancers (1), Microsoft PolyBase in data-virtualization (1), Microsoft PowerPoint in enterprise-architecture-tools (1), Microsoft Purview Communication Compliance in communications-archiving-and-compliance (1), Microsoft Purview Compliance in communications-archiving-and-compliance (1), Microsoft Purview Compliance / Communication Compliance in communications-archiving-and-compliance (1), Microsoft Purview Governance Portal in microsoft-365-management (1), Microsoft Purview standalone in communications-archiving-and-compliance (1), Microsoft RiskIQ in digital-risk-protection (1), Microsoft SQL Server on Google Cloud SQL in managed-relational-databases (1), Microsoft Service Manager / Power Platform solutions in it-service-management (1), Microsoft System Center (SCOM) in incident-management-and-on-call (1), Microsoft Team Foundation Server (TFS) / Azure DevOps Repos (legacy) in source-control-hosting (1), Microsoft Teams Direct Routing in business-phone-systems (1), Microsoft Teams Native Archiving in communications-archiving-and-compliance (1), Microsoft Teams Native Retention in communications-archiving-and-compliance (1), Microsoft Threat Intelligence in Defender in threat-intelligence-platforms (1), Microsoft Windows Security Center in endpoint-protection (1), Microsoft [Defender for Containers] in container-and-kubernetes-security (1), Microsoft native DDI / Windows Server IPAM in ddi-and-ipam (1), Microsoft native tools in microsoft-365-management (1), Microsoft — Defender for AI / Microsoft Purview in ai-security-platforms (1), Microsoft's AI governance guidance plus Azure ecosystem tooling in ai-governance-platforms (1), Microsoft's Security Alert Triage Agent in Defender in ai-soc-agents (1), Microsoft's built-in DNS in managed-dns (1), Microsoft-based agent approach in ai-it-support-agents (1), Microsoft-only environments in extended-detection-and-response (1), Microsoft’s AI security stack in ai-security-platforms (1), Microsoft’s AI security stack — Defender, Purview, Entra, Foundry, Agent 365 in ai-security-platforms (1), Microsoft’s Employee Self-Service agent in ai-it-support-agents (1), Microsoft’s Zero Trust DNS (ZTDNS) in dns-filtering (1), Midokura in data-center-networking (1), Mimir OSS in time-series-databases (1), Minimus in container-and-kubernetes-security (1), Minori in privileged-access-management (1), Mirantis MKE in managed-kubernetes-platforms (1), Mission Control's Swarm in ai-it-support-agents (1), Mist Access Assurance in network-access-control (1), Mitel MiVoice in business-phone-systems (1), Mitratech Alyne GRC in third-party-risk-management (1), Mitsubishi Electric in ot-and-iot-security (1), Mitto in communications-apis (1), ModSecurity plus OWASP Core Rule Set in web-application-firewalls (1), ModelOps Group in ai-governance-platforms (1), Mona in ai-governance-platforms (1), Monitor Hub Enterprise in infrastructure-monitoring (1), Moogsoft, now Dell APEX AIOps Incident Management in aiops-platforms (1), Mooniswap in digital-employee-experience (1), Moveworks AI Help Desk / Copilot in ai-it-support-agents (1), MozyHome in backup-and-disaster-recovery (1), MuleSoft Anypoint Flex Gateway in api-gateways (1), MuleSoft Anypoint Security in api-security-platforms (1), MuleSoft CloudHub in edi-platforms (1), MuleSoft's Anypoint Platform in api-management (1), MySQL HeatWave in managed-relational-databases (1), MyScaleDB in vector-databases (1), Myra Security in managed-dns (1), Myra Security in web-application-firewalls (1), N2WS in backup-and-disaster-recovery (1), NAP in network-access-control (1), NAVEX IRM in business-continuity-management (1), NAVEX IRM / Lockpath in business-continuity-management (1), NAVEX IRM Software (Legacy) in business-continuity-management (1), NGINX App Protect in web-application-firewalls (1), NGINX ModSecurity WAF in web-application-firewalls (1), NGINX Plus from F5 in load-balancers (1), NPS in network-access-control (1), NTT Application Security (formerly WhiteHat) in dynamic-application-security-testing (1), NTT Communications CDN in content-delivery-networks (1), NTT DATA in cloud-hosting (1), NVIDIA Cumulus Networks / NetQ / UFM in data-center-networking (1), NVIDIA Networking in data-center-networking (1), NVIDIA Spectrum Ethernet in data-center-networking (1), NVIDIA Spectrum-X Ethernet in data-center-networking (1), Nagios Log Server in log-management (1), Native Admin Center (admin.microsoft.com) in microsoft-365-management (1), Native Cloud Firewalls (AWS, Azure, GCP) in next-generation-firewalls (1), Native M365 Admin Center in microsoft-365-management (1), Native Microsoft 365 in email-security (1), Native Microsoft 365 or Google Workspace Security in email-security (1), Navroute in cloud-security-posture-management (1), NeMo Guardrails in llm-gateways-and-observability (1), Nessus Expert in vulnerability-management-platforms (1), NetApp AFF (All-Flash FAS) with Keystone STaaS in enterprise-storage-systems (1), NetApp Cloud Volumes ONTAP / Azure NetApp Files in object-storage (1), NetApp FAS3000 series in enterprise-storage-systems (1), NetApp Keystone in enterprise-storage-systems (1), NetApp Keystone STaaS in enterprise-storage-systems (1), NetApp ONTAP under Keystone STaaS in enterprise-storage-systems (1), NetApp — AFF (All-Flash FAS) & ASA in enterprise-storage-systems (1), NetFlow Analyzer in network-detection-and-response (1), NetMotion in network-access-control (1), NetNut Proxy Network in proxy-networks (1), NetRise in ot-and-iot-security (1), NetSPI Breach and Attack Simulation in breach-and-attack-simulation (1), NetScaler Web Application Firewall in web-application-firewalls (1), NetWitness NDR in network-detection-and-response (1), NetWitness Platform in network-monitoring-and-management (1), Netbotrics / Nlyte (now part of Vertiv) in data-center-infrastructure-management (1), Netcraft DRP Platform in digital-risk-protection (1), Netenrich Attack Surface Management in attack-surface-management (1), Netenrich Resolution Intelligence Cloud in identity-threat-detection-and-response (1), Netezza in data-warehouses (1), Netreo in aiops-platforms (1), Netrouting in colocation-providers (1), Netskope AI Security / AI Guardrails in ai-security-platforms (1), Netskope Endpoint DLP in data-loss-prevention (1), Netskope One Insider Risk / Behavior Analytics in insider-risk-management (1), Netskope One SSPM in saas-security-posture-management (1), Netskope – Private Access in zero-trust-network-access (1), Netwrck in data-masking-and-test-data (1), Neustar Security Services, LLC (UltraDNS) in managed-dns (1), New Relic Incident Management in incident-management-and-on-call (1), New Relic Pixel in telemetry-pipelines (1), New Relic's agents in telemetry-pipelines (1), Nexquira in workflow-orchestration (1), Nexus Dashboard Fabric Controller (NDFC) in data-center-networking (1), Nginx Ingress in api-gateways (1), NiCE Cognigy in ai-it-support-agents (1), NightCafe in enterprise-ai-assistants (1), Nimbleway in proxy-networks (1), Nimblr in security-awareness-training (1), NinjaOne IT Documentation in it-documentation (1), NinjaOne MDM in master-data-management (1), Nintex Process Discovery & Mining in process-mining (1), Nintex RPA in robotic-process-automation (1), Nirvanix in cloud-hosting (1), Nixu Software in ddi-and-ipam (1), Nokia NSP (Network Services Platform) in network-monitoring-and-management (1), Nominum in ddi-and-ipam (1), NordLayer SSE in sase-platforms (1), Nornil in network-monitoring-and-management (1), Nozomi OnePass in ot-and-iot-security (1), NudgeBee in observability-platforms (1), Nutanix Cloud Infrastructure (NCI) with AHV Hypervisor in server-virtualization-platforms (1), Nutanix XClarity Cloud in virtual-desktops (1), O4volve in saas-management-platforms (1), OCI\u2019s Container Engine for Kubernetes (OKE) in managed-kubernetes-platforms (1), OCTAVE Method in cyber-risk-quantification (1), OKX in digital-employee-experience (1), OKX Exchange OS in digital-employee-experience (1), OKX Institutional DEX aggregator in digital-employee-experience (1), OLVM in server-virtualization-platforms (1), OMC Cloud Web Application Firewall in web-application-firewalls (1), ONNX in ml-platforms (1), OPSWAT MetaDefender in managed-file-transfer (1), ORO Labs in workflow-orchestration (1), OWASP CRS in client-side-protection (1), OWASP CRS3-rc in web-application-firewalls (1), OWASP Penetration Testing Kit in client-side-protection (1), OWASP SKF in secure-code-training (1), OWASP VulnCodeLab in secure-code-training (1), OWASP's Application Security Curriculum and Developer Guide in secure-code-training (1), Observeri in cyber-risk-quantification (1), Octopus CD in ci-cd-platforms (1), Offensive Security in penetration-testing-as-a-service (1), Offensive Security OffSec Flex in security-awareness-training (1), Office Deployment Tool in microsoft-365-management (1), Okta Auth0 / Customer Identity Cloud in customer-identity-and-access-management (1), Okta Identity Threat Detection and Response in identity-threat-detection-and-response (1), Okta OIG in identity-governance (1), Okta Secure Access in zero-trust-network-access (1), Okta ThreatInsight + Advanced Server Access in identity-threat-detection-and-response (1), Old-School Informatica (PowerCenter) in etl-and-elt (1), Older Cisco Secure Workload (Tetration) in microsegmentation (1), Older Swimlane in soar-platforms (1), OmiSoftNet in digital-employee-experience (1), Omni Analytics in embedded-analytics (1), OmniRemote in remote-support-and-remote-access (1), Omnissa Horizon 8, formerly VMware Horizon in virtual-desktops (1), Omnissa Horizon, formerly VMware Horizon in remote-support-and-remote-access (1), Omnissa’s experience analytics in digital-employee-experience (1), OnSIP in business-phone-systems (1), One Identity Suite in identity-governance (1), One Identity Suite (Active Roles & Safeguard) in non-human-identity-management (1), OneAccess (Netwrix) in workforce-identity-and-sso (1), OneLogin Workforce IAM in workforce-identity-and-sso (1), OneSpan Mobile Security in application-shielding (1), OneTrust Compliance Automation in compliance-automation (1), OneTrust Data Governance in data-catalogs-and-governance (1), Onyx Security in ai-security-platforms (1), Oomnitiza in saas-management-platforms (1), Oomnitza IT Asset Management Software in it-asset-management (1), OpAMP in telemetry-pipelines (1), OpCon in workflow-orchestration (1), Open vSwitch (OVS) in data-center-networking (1), Open-ASPM project in application-security-posture-management (1), Open-source Chef Infra Server in infrastructure-as-code (1), OpenAI Frontier / enterprise platform in enterprise-ai-assistants (1), OpenAI's API in enterprise-ai-assistants (1), OpenAI's GPT in ai-coding-assistants (1), OpenAI's GPT-5 Mini in ai-coding-assistants (1), OpenAI's enterprise solutions in enterprise-ai-assistants (1), OpenAI-Based Coding Tools in ai-coding-assistants (1), OpenCTI Enterprise Edition (by Filigran) in threat-intelligence-platforms (1), OpenContrail in data-center-networking (1), OpenSSL-based custom scripts in certificate-lifecycle-management (1), OpenStack Neutron in data-center-networking (1), OpenStack Swift in object-storage (1), OpenTelemetry collectors in telemetry-pipelines (1), OpenText ASPM in application-security-posture-management (1), OpenText Asset Management in it-asset-management (1), OpenText Asset Management in it-documentation (1), OpenText Axcelerate in communications-archiving-and-compliance (1), OpenText B2B Integration / Trading Grid in edi-platforms (1), OpenText B2B Integration Enterprise / Trading Grid in edi-platforms (1), OpenText B2B Integration Foundation / OpenText B2B Integration Enterprise in edi-platforms (1), OpenText Business Network Cloud EDI in edi-platforms (1), OpenText Corporation in backup-and-disaster-recovery (1), OpenText Dynamic Application Security Testing in dynamic-application-security-testing (1), OpenText EDI/B2B in edi-platforms (1), OpenText Fortify DAST in dynamic-application-security-testing (1), OpenText Network Detection & Response in network-detection-and-response (1), OpenText Retain in communications-archiving-and-compliance (1), OpenText Service Manager in it-service-management (1), OpenText's Fortify in static-application-security-testing (1), OpsBridge/Micro Focus in error-and-crash-monitoring (1), Optigo Networks in ot-and-iot-security (1), Oracle AI Assistant / Oracle Digital Assistant in enterprise-ai-assistants (1), Oracle America, Inc. (Dyn & OCI DNS) in managed-dns (1), Oracle Autonomous Database on OCI in managed-relational-databases (1), Oracle B2B / Oracle Integration Cloud in edi-platforms (1), Oracle Cloud ERP in it-financial-management (1), Oracle Cloud IT Management in it-financial-management (1), Oracle Cloud Infrastructure (OCI) Database in managed-relational-databases (1), Oracle Cloud Infrastructure Cost Management & Analytics / Oracle Fusion ITFM in it-financial-management (1), Oracle Cloud Infrastructure DNS in managed-dns (1), Oracle Cloud Storage in object-storage (1), Oracle Cloud Streaming in streaming-platforms (1), Oracle Customer/Product Hub in master-data-management (1), Oracle DNS in managed-dns (1), Oracle Data Quality in data-quality-and-observability (1), Oracle Database Active Data Guard in data-masking-and-test-data (1), Oracle Database Cloud Managed Service in managed-relational-databases (1), Oracle Database Enterprise Edition in managed-relational-databases (1), Oracle Database Gateway in data-virtualization (1), Oracle Database on AWS RDS in managed-relational-databases (1), Oracle Database@Azure or OCI in managed-relational-databases (1), Oracle Database@Azure/OCI in managed-relational-databases (1), Oracle Database@Cloud in managed-relational-databases (1), Oracle Dyn Managed DNS in managed-dns (1), Oracle E-GRC in grc-platforms (1), Oracle EDQ in data-quality-and-observability (1), Oracle Enterprise Manager in patch-management (1), Oracle Enterprise Manager / TDE in data-masking-and-test-data (1), Oracle Fusion Cloud EPM in it-financial-management (1), Oracle Fusion Cloud Financials in it-financial-management (1), Oracle Fusion Risk in business-continuity-management (1), Oracle GTOWS (Global Trading Online Web Services) in edi-platforms (1), Oracle IDM in master-data-management (1), Oracle Identity Governance 12c in identity-governance (1), Oracle Integration / B2B in edi-platforms (1), Oracle Integration Cloud in edi-platforms (1), Oracle KVM in server-virtualization-platforms (1), Oracle Linux KVM + Virtualization Manager in server-virtualization-platforms (1), Oracle MFT in managed-file-transfer (1), Oracle Master Data Management / Customer Data Management in master-data-management (1), Oracle NetSuite Financials in it-financial-management (1), Oracle SD-WAN in sd-wan (1), Oracle Siebel in workflow-orchestration (1), Oracle Siebel UCM in master-data-management (1), Oracle Streaming in streaming-platforms (1), Oracle VDI in virtual-desktops (1), Oracle-managed relational offerings / Oracle Database–based services in managed-relational-databases (1), Orbus Software OrbusInfinity in enterprise-architecture-tools (1), Orca Cloud Security Platform in cloud-native-application-protection (1), Orkes Conductor in workflow-orchestration (1), Oso Cloud in internal-developer-portals (1), Ostium Labs in digital-employee-experience (1), OutSystems AppShield in application-shielding (1), Outerport document understanding platform in intelligent-document-processing (1), Outpost24 in attack-surface-management (1), Outpost24 in digital-risk-protection (1), Outreach in enterprise-ai-assistants (1), Ovalidge in data-quality-and-observability (1), P4 in source-control-hosting (1), PAM360 / ManageEngine in privileged-access-management (1), PHPIDS in web-application-firewalls (1), PIA S5 Proxy in proxy-networks (1), PR300 Enterprise in edi-platforms (1), PRTG IPAM (Paessler) in ddi-and-ipam (1), PS arrays in enterprise-storage-systems (1), PagerDuty Operations Cloud in aiops-platforms (1), PagerDuty Operations Cloud in incident-management-and-on-call (1), Pale Moon in enterprise-browsers (1), Palo Alto (Prisma)** in microsegmentation (1), Palo Alto Networks - Prisma SASE in sase-platforms (1), Palo Alto Networks Cloud Identity Engine in network-access-control (1), Palo Alto Networks Cloud Security / Prisma-style offerings in cloud-security-posture-management (1), Palo Alto Networks Cortex Cloud ASPM in application-security-posture-management (1), Palo Alto Networks Cortex Cloud Application Security in application-security-posture-management (1), Palo Alto Networks Cortex EM in breach-and-attack-simulation (1), Palo Alto Networks Cortex Exposure Management in vulnerability-management-platforms (1), Palo Alto Networks Idira / NGTS in non-human-identity-management (1), Palo Alto Networks NAC in network-access-control (1), Palo Alto Networks PA-5400 Series in next-generation-firewalls (1), Palo Alto Networks PA-5400 Series or PA-7000 Series in next-generation-firewalls (1), Palo Alto Networks PAN-OS in next-generation-firewalls (1), Palo Alto Networks Precision AI in ai-security-platforms (1), Palo Alto Networks Prisma Cloud ASPM in application-security-posture-management (1), Palo Alto Networks Prisma SaaS in saas-security-posture-management (1), Palo Alto Networks SOAR in soar-platforms (1), Palo Alto Networks SaaS Security SSPM in saas-security-posture-management (1), Palo Alto Networks Software Firewalls in next-generation-firewalls (1), Palo Alto Networks Talon (Prisma Access Browser) in enterprise-browsers (1), Palo Alto Networks Talon Browser in enterprise-browsers (1), Palo Alto Networks – Dig Security in data-security-posture-management (1), Palo Alto Networks' Cortex XDR in endpoint-detection-and-response (1), Palo Alto Networks' Hybrid Mesh Firewall in microsegmentation (1), Palo Alto Networks' NGFW in next-generation-firewalls (1), Palo Alto Networks: Prisma AIRS / AI Gateway / AI Runtime Security in ai-security-platforms (1), Palo Alto Prisma Cloud ASPM in application-security-posture-management (1), Palo Alto Prisma Cloud DSPM in data-security-posture-management (1), Palo Alto Prisma SaaS Security in saas-security-posture-management (1), Palo Alto Unit 42 Managed XSIAM 2.0 in managed-detection-and-response (1), Palo Alto's Prisma Browser in enterprise-browsers (1), Palo Alto’s PA-1410 in next-generation-firewalls (1), Panasonic KX-TDA/TDE in business-phone-systems (1), Panda Patch Management in patch-management (1), PaperCut/PrinterLogic in microsoft-365-management (1), ParaSolutions in business-continuity-management (1), Parallels Browser Isolation in client-side-protection (1), Paramify in compliance-automation (1), Parascript in intelligent-document-processing (1), Parsec in remote-support-and-remote-access (1), PatchAdvisor Alert! / PatchAdvisor Enterprise in patch-management (1), PatchMyPC in patch-management (1), Pathlock in insider-risk-management (1), PayBito Enterprise in digital-employee-experience (1), PeerSpot in insider-risk-management (1), Pegasystems RPA in robotic-process-automation (1), Percona Managed Services in managed-relational-databases (1), Percona Server extensions in data-masking-and-test-data (1), Percona Server masking in data-masking-and-test-data (1), Perfect Wiki in it-documentation (1), Perforce Delphix Dynamic Data Platform / Masking in data-masking-and-test-data (1), Perforce Enterprise Cloud in source-control-hosting (1), Perforce P4 in source-control-hosting (1), Phase Two in customer-identity-and-access-management (1), Phonewire in business-phone-systems (1), Pictory in enterprise-ai-assistants (1), Picus BAS in breach-and-attack-simulation (1), Picus Security Control Validation in breach-and-attack-simulation (1), Picus Security’s Security Validation Platform in breach-and-attack-simulation (1), Ping Identity incl. ForgeRock in customer-identity-and-access-management (1), Ping Identity – PingOne Protect / PingOne for Workforce in identity-threat-detection-and-response (1), Ping incl. ForgeRock in customer-identity-and-access-management (1), PingOne Protect in identity-threat-detection-and-response (1), Plain Proxies in proxy-networks (1), Planview Enterprise One in enterprise-architecture-tools (1), Planview LeanIX in enterprise-architecture-tools (1), Platform Engineering on Kubernetes in internal-developer-portals (1), Platform9 Cloud Director in server-virtualization-platforms (1), Playwright in robotic-process-automation (1), Pluralsight "Secure Ready" in secure-code-training (1), Pluralsight Security Paths in secure-code-training (1), Pluribus in data-center-networking (1), Polycom VVX in video-conferencing (1), Portus / ClearContainer registries in artifact-and-container-registries (1), Positive Technologies in penetration-testing-as-a-service (1), PostgreSQL on RDS/Cloud SQL/Azure Database in managed-relational-databases (1), PostgreSQL on managed platforms in managed-relational-databases (1), PostgreSQL's JSONB in nosql-databases (1), Power IQ in data-center-infrastructure-management (1), PowerReview in microsoft-365-management (1), PreEmptive Protection in application-shielding (1), Precisely Trillium / QualityStage in data-quality-and-observability (1), Premonition in ai-security-platforms (1), Prevalent TPRM Platform in third-party-risk-management (1), Primentra in master-data-management (1), Prisma SaaS Security in saas-security-posture-management (1), Prisma Secure in breach-and-attack-simulation (1), PrivateProxy in proxy-networks (1), Privitar in data-masking-and-test-data (1), ProcessGold in process-mining (1), Productive in it-documentation (1), Progress Kemp in load-balancers (1), Project Guardian Pools (MAS Sandbox) in digital-employee-experience (1), Projeny in software-composition-analysis (1), Promethium AI-Native Data Fabric in data-virtualization (1), Prompt Security — now part of SentinelOne Singularity in ai-security-platforms (1), PromptArmor in llm-gateways-and-observability (1), Promtail + Loki in time-series-databases (1), ProofOfID in identity-verification (1), Proofpoint DRP in digital-risk-protection (1), Proofpoint Data Loss Prevention (DLP) in data-security-posture-management (1), Proofpoint Email DLP in data-loss-prevention (1), Proofpoint Emerging Threats (ET) Intelligence in threat-intelligence-platforms (1), Proofpoint ITDR in identity-threat-detection-and-response (1), Proofpoint Insider Threat Management - ITM in insider-risk-management (1), Proofpoint Insider Threat Mgmt in insider-risk-management (1), Proofpoint Threat Response in breach-and-attack-simulation (1), Prophet AI in ai-soc-agents (1), Proton Bridge in video-conferencing (1), Prove in identity-verification (1), Proximus in server-virtualization-platforms (1), Proxverse in process-mining (1), ProxyAI Cloud – Enterprise in proxy-networks (1), Public Docker Hub in artifact-and-container-registries (1), Puffin in enterprise-browsers (1), Pulse Policy Secure (PPS) / Ivanti NAC in network-access-control (1), Pulse Secure NAC in network-access-control (1), Pulsetic Solo in website-and-synthetic-monitoring (1), Pulumi CLI in infrastructure-as-code (1), Puppet's vendor-built/hardened distributions in infrastructure-as-code (1), Puppeteer in robotic-process-automation (1), Pure FlashArray in enterprise-storage-systems (1), Pure FlashBlade in enterprise-storage-systems (1), Pure Prometheus/Grafana + ELK Stacks (The DIY Approach) in application-performance-monitoring (1), Pure Storage Evergreen in enterprise-storage-systems (1), Pure Storage FlashBlade in enterprise-storage-systems (1), Pure Storage FlashBlade //OBJECT in object-storage (1), Pure Storage with Evergreen Subscription in enterprise-storage-systems (1), Pure Storage with Evergreen//One in enterprise-storage-systems (1), Pure1 in enterprise-storage-systems (1), Purple Cloud NAC & RADIUS in network-access-control (1), Purview Insider Risk Management in insider-risk-management (1), PyProxy in proxy-networks (1), Pyramid Analytics in embedded-analytics (1), PythonRPA in robotic-process-automation (1), Q9 in security-awareness-training (1), QNAP TS‑xxxx series in enterprise-storage-systems (1), QRadar NDR in network-detection-and-response (1), Qlik Embedded Analytics in embedded-analytics (1), Qlik Sense Embedded in embedded-analytics (1), Qntrl in workflow-orchestration (1), QualiWare Enterprise Architect in enterprise-architecture-tools (1), Qualys Cloud Platform in attack-surface-management (1), Qualys ETM in cyber-risk-quantification (1), Qualys Enterprise TruRisk in attack-surface-management (1), Qualys Patch Management API v3.10 in patch-management (1), Qualys TruRisk in vulnerability-management-platforms (1), Qualys Vulnerability Management, Detection, and Response (VMDR) in vulnerability-management-platforms (1), Qualys patch workflows in patch-management (1), Quantum in enterprise-storage-systems (1), Quantum ActiveScale in object-storage (1), QueryGrid in data-virtualization (1), Quest On Demand Migration in microsoft-365-management (1), Quest Software (Quest On Demand & Metalogix) in microsoft-365-management (1), QuickSight in embedded-analytics (1), Qwen in ai-coding-assistants (1), RAM Enterprise Security in network-detection-and-response (1), RATS in static-application-security-testing (1), RDS for Oracle in managed-relational-databases (1), RDS for PostgreSQL in managed-relational-databases (1), RSA Archer Business Resiliency in business-continuity-management (1), RSA Brand Protection in digital-risk-protection (1), RSA ID Plus E3 in multi-factor-authentication (1), RSA SecurID Access in multi-factor-authentication (1), RSocks in proxy-networks (1), Rackwise DCiM X in data-center-infrastructure-management (1), Radware API Security Platforms in api-security-platforms (1), Radware CSP in client-side-protection (1), Radware Cloud Application Protection / WAAP in web-application-firewalls (1), Radware WAAP in api-security-platforms (1), Radware's Application Delivery Solutions in load-balancers (1), Radware’s Application Security in api-security-platforms (1), Rancher Kubernetes Engine v1 (RKE1) in managed-kubernetes-platforms (1), Rapid7 Command / Surface Command in attack-surface-management (1), Rapid7 Digital Risk Protection in digital-risk-protection (1), Rapid7 Insight Platform in vulnerability-management-platforms (1), Rapid7 — MDR in managed-detection-and-response (1), Rapid7's deception technology in deception-technology (1), RapidFort in container-and-kubernetes-security (1), RapidScale DaaS in virtual-desktops (1), Rational ClearCase in source-control-hosting (1), Raw Apache Kafka in streaming-platforms (1), Recurring in saas-management-platforms (1), Red Hat (IBM) – ACS / OpenShift in container-and-kubernetes-security (1), Red Hat Ceph Storage in object-storage (1), Red Hat Hyperconverged Infrastructure in server-virtualization-platforms (1), Red Hat Integration (Apicurio) in workflow-orchestration (1), Red Hat OpenShift Data Foundation in object-storage (1), Red Hat OpenShift Dedicated or Red Hat OpenShift Service on AWS/ROSA in managed-kubernetes-platforms (1), Red Hat OpenShift Virtualisation in server-virtualization-platforms (1), Red Hat OpenShift Virtualization Engine in server-virtualization-platforms (1), Red Hat RHEL Virtualization (KVM) in server-virtualization-platforms (1), Red Hat Streams in streaming-platforms (1), Red Hat [OpenShift ACS] in container-and-kubernetes-security (1), RedLock in cloud-security-posture-management (1), RedMimicry in breach-and-attack-simulation (1), RedPoints in digital-risk-protection (1), RedScan Breach and Attack Simulation in breach-and-attack-simulation (1), Redcat Software in edi-platforms (1), ReddyBox in business-continuity-management (1), Redoc in it-documentation (1), Redpanda Data in streaming-platforms (1), Redwood in workflow-orchestration (1), Redwood JSCAPE MFT Server in managed-file-transfer (1), Refinitiv (LSEG) / World-Check in identity-verification (1), Reflectiz’s PCI Module in client-side-protection (1), Regen (by FluidifyAI) in incident-management-and-on-call (1), Regula Forensics in identity-verification (1), Reign in ai-governance-platforms (1), Relay in business-continuity-management (1), ReliaQuest GreyMatter Digital Risk Protection in digital-risk-protection (1), ReliaQuest GreyMatter Verify in breach-and-attack-simulation (1), ReliaQuest GreyMatter with Digital Shadows SearchLight in digital-risk-protection (1), RemoAsset in it-asset-management (1), RemotePC HelpDesk in remote-support-and-remote-access (1), Reputation House in digital-risk-protection (1), Resecurity in digital-risk-protection (1), Resilience360 (DHL) in business-continuity-management (1), Resolve in workflow-orchestration (1), Resolver GRC Platform in business-continuity-management (1), Revenera (Flexera) in software-composition-analysis (1), Rezilion in vulnerability-management-platforms (1), Riak TS in time-series-databases (1), Ribbon in ddos-protection (1), RingCentral Office in business-phone-systems (1), RingCentral for Enterprise in business-phone-systems (1), Riversand MDM in master-data-management (1), Robotiq.ai in robotic-process-automation (1), Rockset in data-virtualization (1), Rockwell/partnered industrial platforms in ot-and-iot-security (1), Rodex RMM in remote-monitoring-and-management (1), Rook/Ceph in object-storage (1), Route 53 Health Checks in website-and-synthetic-monitoring (1), Route Mobile in communications-apis (1), Rubrik Enterprise Edition in backup-and-disaster-recovery (1), Rubrik, Inc. in backup-and-disaster-recovery (1), Rundeck in internal-developer-portals (1), Rytr in enterprise-ai-assistants (1), Rytsense Document Intelligence Platform in intelligent-document-processing (1), S&P Global/PRA Group in cyber-risk-quantification (1), SAM in infrastructure-as-code (1), SAMU in enterprise-architecture-tools (1), SANS Technology in secure-code-training (1), SANS Technology Institute in secure-code-training (1), SANS Workforce Security in security-awareness-training (1), SAP Archibus / Solution Manager in enterprise-architecture-tools (1), SAP Asset Management in it-asset-management (1), SAP Business Network / SAP EDI tooling in edi-platforms (1), SAP Customer Identity and Access Management / Customer Data Cloud in customer-identity-and-access-management (1), SAP Data Management (SAP Datasphere + MDG) in master-data-management (1), SAP Data Quality / SAP Information Steward in data-quality-and-observability (1), SAP Datawarehouse Cloud in data-warehouses (1), SAP IT Management in it-financial-management (1), SAP Integrated Business Planning (IBP) for Spend Management / SAP FinOps in it-financial-management (1), SAP Intelligent RPA in robotic-process-automation (1), SAP Joule in enterprise-ai-assistants (1), SAP Master Data Governance, SAP MDG in master-data-management (1), SAP Process Mining by Celonis in process-mining (1), SAP Reltio in master-data-management (1), SAP Risk Management in business-continuity-management (1), SAP S/4HANA Finance in it-financial-management (1), SAP S/4HANA Finance / SAP Cloud ERP in it-financial-management (1), SAP SAC in it-financial-management (1), SAP-centric masking tools in data-masking-and-test-data (1), SAS Event Stream Processing in streaming-platforms (1), SC arrays in enterprise-storage-systems (1), SEEBURGER BIS MFT in managed-file-transfer (1), SEEBURGER Business Integration Suite in edi-platforms (1), SIEMonster in siem-platforms (1), SIX Digital Exchange (SDX) in digital-employee-experience (1), SOCLYio in compliance-automation (1), SOLIDserver DDI in ddi-and-ipam (1), SONiC OS in data-center-networking (1), SONiC-based white box switching in data-center-networking (1), SPBM in microsegmentation (1), SRT Titan FTP Server in managed-file-transfer (1), SS&C Blue Prism Decipher in intelligent-document-processing (1), SSH in privileged-access-management (1), SUBNET Solutions in ot-and-iot-security (1), SUSE Linux Enterprise Server with KVM in server-virtualization-platforms (1), SUSE Rancher Prime: RKE2 in managed-kubernetes-platforms (1), Safe Security – acquired RiskLens in cyber-risk-quantification (1), SafeBreach Breach and Attack Simulation Platform in breach-and-attack-simulation (1), SafeBreach Security Control Validation in breach-and-attack-simulation (1), Safetica Data Discovery and Classification in data-security-posture-management (1), SailPoint Agentic Fabric + Entro in non-human-identity-management (1), SailPoint IIQ / IdentityOS in identity-governance (1), SailPoint ISC in identity-governance (1), SailPoint ISC in non-human-identity-management (1), SailPoint Identity Threat Defense in identity-threat-detection-and-response (1), Sales Layer Enterprise Plus in master-data-management (1), Salesforce Agentforce IT Service in it-service-management (1), Salesforce CIAM (Headless 360 Platform or NPSP extensions) in customer-identity-and-access-management (1), Salesforce Cloud in cloud-hosting (1), Salesforce Connect in data-virtualization (1), Salesforce Customer 360 ID in master-data-management (1), Salesforce Customer 360 Identity in customer-identity-and-access-management (1), Salesforce Einstein Copilot in enterprise-ai-assistants (1), Salesforce Einstein Copilot / Agentforce-style assistants in enterprise-ai-assistants (1), Salesforce Einstein Copilot / Einstein GPT in enterprise-ai-assistants (1), Salesforce Einstein SDR Agent in enterprise-ai-assistants (1), Salesforce Flow in workflow-orchestration (1), Salesforce Identity in customer-identity-and-access-management (1), Salesforce MuleSoft API Management in api-management (1), Salesforce MuleSoft Anypoint Platform in api-management (1), Salesforce Platform (Data Masking) in data-masking-and-test-data (1), Salesforce Platform Identity in customer-identity-and-access-management (1), Salesforce Voice (formerly Quip Voice) in business-phone-systems (1), Samsung in unified-endpoint-management (1), Sana Agents in enterprise-ai-assistants (1), SatisVault in secrets-management (1), Sauce Labs in error-and-crash-monitoring (1), Savings Plans/Reservations in it-financial-management (1), Saviynt Identity Platform / Enterprise Identity Cloud in identity-governance (1), Saviynt Identity Security in identity-threat-detection-and-response (1), Sayari in grc-platforms (1), Scadafence Platform in ot-and-iot-security (1), Scalable Software in it-asset-management (1), Scalefusion or Hexnode in unified-endpoint-management (1), Schneider Electric's EcoStruxure IT in data-center-infrastructure-management (1), Schneider’s EcoStruxure IT in data-center-infrastructure-management (1), Scout Suite in cloud-security-posture-management (1), Seagate Barracuda in enterprise-storage-systems (1), Seagate Enterprise SAN Systems in enterprise-storage-systems (1), Searchlight Security in digital-risk-protection (1), SeatPrune in microsoft-365-management (1), Seceon aiSecOT360 in ot-and-iot-security (1), Secrets Manager in secrets-management (1), Sectigo CM in certificate-lifecycle-management (1), Sectigo Portal in certificate-lifecycle-management (1), Secure Code Training Software in secure-code-training (1), Secure Enclave solutions (e.g., Venn) in virtual-desktops (1), Secure Privacy in ai-governance-platforms (1), Secure Shell (SSH) in remote-support-and-remote-access (1), SecureStack in secure-code-training (1), SecureStor in artifact-and-container-registries (1), Secureworks Taegis Managed XDR in managed-detection-and-response (1), SecuriThings in ot-and-iot-security (1), Securiti AI Governance in ai-governance-platforms (1), Securiti DataAI Command Center in ai-security-platforms (1), Security Mentor in security-awareness-training (1), Securonix SIEM + SOAR in soar-platforms (1), Segura in identity-threat-detection-and-response (1), Segura in privileged-access-management (1), Selenium IDE in robotic-process-automation (1), Self-Hosted Qdrant in vector-databases (1), Self-hosted DIY Grafana/Prometheus/Jaeger/Loki stacks (the LGTM stack) in observability-platforms (1), Self-hosted n8n in workflow-orchestration (1), Self-managed Kafka clusters in streaming-platforms (1), Semantic Kernel in llm-gateways-and-observability (1), Semarchy's Data Platform (SDP) in master-data-management (1), Sematext Infrastructure in infrastructure-monitoring (1), SentinelOne Adaptive Shield in saas-security-posture-management (1), SentinelOne Purple/Vigilance in ai-soc-agents (1), SentinelOne Singularity Control in endpoint-detection-and-response (1), SentinelOne Singularity Deception, formerly Attivo Networks in deception-technology (1), SentinelOne Singularity Platform with Purple AI in ai-security-platforms (1), SentinelOne Singularity™ in attack-surface-management (1), SentinelOne deception capabilities in deception-technology (1), SentinelOne — Vigilance in managed-detection-and-response (1), SentinelOne's Singularity AI SIEM in siem-platforms (1), Sentry self-hosted in error-and-crash-monitoring (1), Sequel.io in streaming-platforms (1), Serverion in managed-dns (1), Service Bus in streaming-platforms (1), ServiceNow AIOps in aiops-platforms (1), ServiceNow Architecture Hub in enterprise-architecture-tools (1), ServiceNow Automation Engine in workflow-orchestration (1), ServiceNow Business Continuity in business-continuity-management (1), ServiceNow CMDB in saas-management-platforms (1), ServiceNow CMDB/documentation in it-documentation (1), ServiceNow Data Catalog in data-catalogs-and-governance (1), ServiceNow Data Center Service Management (via Tier44) in data-center-infrastructure-management (1), ServiceNow Document Intelligence in intelligent-document-processing (1), ServiceNow Employee Experience / Employee Center in digital-employee-experience (1), ServiceNow Employee Experience Suite in digital-employee-experience (1), ServiceNow Enterprise Architecture Workspace in enterprise-architecture-tools (1), ServiceNow Financial/Cost Management in it-financial-management (1), ServiceNow Governance, Risk and Compliance / Integrated Risk Management in grc-platforms (1), ServiceNow HR Instance Manager in identity-governance (1), ServiceNow Hardware Asset Management + Software Asset Management in it-asset-management (1), ServiceNow ITOM Event Management in aiops-platforms (1), ServiceNow ITSM with Agentic AI in ai-it-support-agents (1), ServiceNow Integrated Risk Management - IRM, formerly ServiceNow GRC in grc-platforms (1), ServiceNow NHI Security in non-human-identity-management (1), ServiceNow Otto in ai-it-support-agents (1), ServiceNow Patch Management in patch-management (1), ServiceNow Process Mining in process-mining (1), ServiceNow RPA in robotic-process-automation (1), ServiceNow RPA modules in robotic-process-automation (1), ServiceNow Unified Security Exposure Management in vulnerability-management-platforms (1), ServiceNow Workflow Orchestrator in workflow-orchestration (1), ServiceNow's Cloud Observability (Lightstep) in observability-platforms (1), ServiceNow's Employee Experience platform in digital-employee-experience (1), ServiceNow’s L1 Service Desk AI Specialist in ai-it-support-agents (1), Serviceaide Luma AI in ai-it-support-agents (1), Serviceware ITFM in it-financial-management (1), Sevco in attack-surface-management (1), Shape Security (IBM) in bot-management (1), SharePoint "My Site" Hosts (Personal Sites) in microsoft-365-management (1), SharePoint Add-Ins in microsoft-365-management (1), SharePoint Framework (SPFx) in microsoft-365-management (1), SharePoint One-Time Passcode in microsoft-365-management (1), SharePoint Server 2016 or 2019 in it-documentation (1), SharePoint Server Subscription Edition in it-documentation (1), Shavlik in patch-management (1), Shavlik MSSecure.XML in patch-management (1), Shibboleth in workforce-identity-and-sso (1), Shibumi in saas-security-posture-management (1), Shield (by Shield Financial Technologies) in communications-archiving-and-compliance (1), Shield/Behavox in communications-archiving-and-compliance (1), Shiny in embedded-analytics (1), Shoutcast Net in streaming-platforms (1), Siemens Datacenter Clarity in data-center-infrastructure-management (1), SignalFx Smart Agent in telemetry-pipelines (1), Signature-Only "AV" Solutions in endpoint-protection (1), Signiant in managed-file-transfer (1), Silent Armor in breach-and-attack-simulation (1), SilentPush in threat-intelligence-platforms (1), Similar in managed-file-transfer (1), Simplicate in microsoft-365-management (1), Sinch APIs in communications-apis (1), Singularity Identity in deception-technology (1), Site24x7 AIOps in aiops-platforms (1), SiteLock in ddos-protection (1), Sitecore in digital-employee-experience (1), Skancom Diva in data-center-infrastructure-management (1), Skycloak in customer-identity-and-access-management (1), Skyfalke Cloud in backup-and-disaster-recovery (1), Skyhigh in data-security-posture-management (1), Skype for Business Server 2015 or 2019 in video-conferencing (1), Slack's AI features in enterprise-ai-assistants (1), Slack- or Teams-centered incident tools in incident-management-and-on-call (1), Slack’s built-in archive in communications-archiving-and-compliance (1), Smarsh Communications Compliance in communications-archiving-and-compliance (1), Smarsh Convergence in communications-archiving-and-compliance (1), SmartBear in api-management (1), SmarterMail in email-security (1), Snow License Manager in saas-management-platforms (1), Snowflake Enterprise Edition in data-warehouses (1), Snowsight in data-quality-and-observability (1), Snyk Cloud Security in cloud-security-posture-management (1), Snyk Enso in application-security-posture-management (1), Snyk IaC in infrastructure-as-code (1), Software AG's webMethods in api-management (1), Software AG’s Alfabet in enterprise-architecture-tools (1), Solace Event Mesh in streaming-platforms (1), SolarWinds Log Management / Loggly in log-management (1), SolarWinds NCM in network-monitoring-and-management (1), SolarWinds Network Analyzer in network-monitoring-and-management (1), SolarWinds Network Performance Monitor NPM in network-monitoring-and-management (1), SolarWinds Nlyte in data-center-infrastructure-management (1), SolarWinds SAM/ITAM in it-asset-management (1), SolarWinds Serv-U MFT Server in managed-file-transfer (1), SolarWinds Serv-U Managed File Transfer in managed-file-transfer (1), SolarWinds Server Performance & Configuration Bundle (SPCB) in it-asset-management (1), SolarWinds Synthetics in website-and-synthetic-monitoring (1), Solix EDMS / Solix Test Data Management in data-masking-and-test-data (1), Solo.io Agent Gateway in llm-gateways-and-observability (1), Solo.io agentgateway in llm-gateways-and-observability (1), SonarQube Enterprise Edition in static-application-security-testing (1), SonarQube Enterprise Edition (SonarSource) in static-application-security-testing (1), SonarQube Server Enterprise or Data Center in static-application-security-testing (1), Sonatype Cloud in artifact-and-container-registries (1), Sonatype Nexus Firewall in artifact-and-container-registries (1), SonicWall NGFW / SSL-VPN in next-generation-firewalls (1), SonicWall firewalls in next-generation-firewalls (1), Sophos Fusion SIEM in siem-platforms (1), Sophos Intercept X Advanced XDR in extended-detection-and-response (1), Sophos Intercept X MDR in managed-detection-and-response (1), Sophos Intercept X Next-Gen Endpoint in extended-detection-and-response (1), Sophos Intercept X with EDR in endpoint-detection-and-response (1), Sophos — MDR in managed-detection-and-response (1), Soroco Scout in process-mining (1), Source Defense Protect in client-side-protection (1), Sovren / Onstream Archive in communications-archiving-and-compliance (1), SpamTitan Email Security in email-security (1), Spark Structured Streaming in streaming-platforms (1), Spartan Global in security-awareness-training (1), Spectro in managed-kubernetes-platforms (1), Spiffy in edi-platforms (1), Spin RYU in backup-and-disaster-recovery (1), Spine-Leaf EVPN-VXLAN in data-center-networking (1), Splunk AI SOC in ai-soc-agents (1), Splunk Edge Processor / Ingest Processor in telemetry-pipelines (1), Splunk Heavy Forwarder / Splunk Pipeline Processor in telemetry-pipelines (1), Splunk IT Service Intelligence, ITSI in aiops-platforms (1), Splunk Platform / Splunk Observability Cloud in log-management (1), Splunk Security Cloud in ai-security-platforms (1), Splunk Synthetic Monitoring in website-and-synthetic-monitoring (1), Splunk or Dynatrace Pipelines in telemetry-pipelines (1), Spotify Enterprise in internal-developer-portals (1), Spur in saas-management-platforms (1), Stackdriver in observability-platforms (1), Stackup in digital-employee-experience (1), Standalone Lacework in cloud-security-posture-management (1), Standalone MLflow in ml-platforms (1), Standard Oracle Masking in data-masking-and-test-data (1), Standard Qualys WAS in dynamic-application-security-testing (1), Standard RDP (Remote Desktop Protocol) in remote-support-and-remote-access (1), Standard RDS in managed-relational-databases (1), Standard Retool Visualization in embedded-analytics (1), StartMeeting in video-conferencing (1), Statuspage.io in website-and-synthetic-monitoring (1), Stax (formerly StickyInkwit) in it-documentation (1), Stealthwatch in network-detection-and-response (1), Stellar Cyber Open XDR Platform in ai-soc-agents (1), Stellar Cyber's Open XDR in extended-detection-and-response (1), Sterling in managed-file-transfer (1), Stigg in feature-flags (1), Storware in backup-and-disaster-recovery (1), Stratosphere in internal-developer-portals (1), StreamSets in etl-and-elt (1), Striim in streaming-platforms (1), SummitAI Patch Management in patch-management (1), Sumo Logic Cloud in siem-platforms (1), Sunbird Systems in data-center-infrastructure-management (1), Sunshine in remote-support-and-remote-access (1), SuperOps Patch Management in patch-management (1), SureCloud Operational Resilience in business-continuity-management (1), Surveil in cloud-cost-management (1), Swagger UI in it-documentation (1), Swif.ai in unified-endpoint-management (1), Swift in object-storage (1), Swimlane BCM in business-continuity-management (1), Swimlane SOAR in soar-platforms (1), Swoop Exchange in digital-employee-experience (1), Syam Software in it-asset-management (1), Symantec Cloud DLP in data-loss-prevention (1), Symantec DLP, Broadcom in data-loss-prevention (1), Symantec EDR S550 hardware appliances in endpoint-detection-and-response (1), Symantec Endpoint Management (Altiris) in patch-management (1), Symantec NAC in network-access-control (1), Symantec NetBackup in backup-and-disaster-recovery (1), Symantec Reporter (on-premises) in siem-platforms (1), Symantec VIP in multi-factor-authentication (1), Symantec ZTNA (by Broadcom) in zero-trust-network-access (1), Symbio in enterprise-architecture-tools (1), Syncrivo in communications-archiving-and-compliance (1), Synology “DS3617xs” in enterprise-storage-systems (1), Synopsys Fortify in static-application-security-testing (1), Synopsys' Software Risk Manager in application-security-posture-management (1), Syntetyx in digital-employee-experience (1), SysClaw in microsoft-365-management (1), Sysdig Container and Kubernetes Security in container-and-kubernetes-security (1), System Center in data-center-infrastructure-management (1), Syteca in insider-risk-management (1), TDE in data-masking-and-test-data (1), TIBCO Cloud API Management in api-management (1), TIBCO Data Virtuality in data-virtualization (1), TIBCO DataVirt in data-virtualization (1), TIBCO Jaspersoft / Hitachi Vantara Pentaho in embedded-analytics (1), TIBCO MFT in managed-file-transfer (1), TIBCO Managed File Transfer in managed-file-transfer (1), TIBCO Software in streaming-platforms (1), TRG Datacenters in colocation-providers (1), TSplus Remote Access in remote-support-and-remote-access (1), TSplus Remote Support in remote-support-and-remote-access (1), TabProxy in proxy-networks (1), Tableau Ask Data in embedded-analytics (1), Talisma (Data Dynamics) in data-loss-prevention (1), Talon Enterprise Browser (now rebranded as Prisma Access Browser under Palo Alto Networks) in enterprise-browsers (1), Talos in threat-intelligence-platforms (1), Tangoe in it-financial-management (1), Tanium Platform in unified-endpoint-management (1), Tap Security in application-shielding (1), Tata Communications in communications-apis (1), Tcpshield (tcpshield.com) in ddos-protection (1), TeamDynamix DEX in digital-employee-experience (1), TeamLink in video-conferencing (1), TeamMate+ in business-continuity-management (1), TeamViewer MDM in unified-endpoint-management (1), Teams "Docs" in it-documentation (1), TechRepublic in backup-and-disaster-recovery (1), TeleMessage, now called Smarsh Capture Mobile in communications-archiving-and-compliance (1), Telgorithm in communications-apis (1), Tenable Network Security in network-detection-and-response (1), Tenable OT Exposure in ot-and-iot-security (1), Tenable One Cloud Security in cloud-security-posture-management (1), Tenable.io Basic Modules in dynamic-application-security-testing (1), Tenable.io Container Security in container-and-kubernetes-security (1), Teqtivity in it-asset-management (1), Teradata Data Fabric in data-virtualization (1), TerraZone in zero-trust-network-access (1), Terraform CLI plus self-hosted governance in infrastructure-as-code (1), Terraform Compliance in saas-security-posture-management (1), Terraform with HCP Terraform or Terraform Enterprise in infrastructure-as-code (1), TestRail (Atlassian) in communications-apis (1), Thales DSPM in data-security-posture-management (1), Thales OneWelcome Identity Platform in customer-identity-and-access-management (1), The Admin app in Teams, Outlook and Microsoft365.com in microsoft-365-management (1), The NGINX Plus ModSecurity WAF module in web-application-firewalls (1), ThinkData Works in data-catalogs-and-governance (1), Thomson Reuters Bridgeway (formerly Everbridge/Archive) in communications-archiving-and-compliance (1), Threat Bus in threat-intelligence-platforms (1), ThreatCast in application-shielding (1), ThreatConnect Platform in digital-risk-protection (1), ThreatSpike in penetration-testing-as-a-service (1), ThreatWise in deception-technology (1), ThruNest in deception-technology (1), TiDB Cloud in managed-relational-databases (1), TierPoint's Data Protection and Disaster Recovery Services in backup-and-disaster-recovery (1), TigerTrust in certificate-lifecycle-management (1), TigerVNC in remote-support-and-remote-access (1), Tiggee LLC (DNS Made Easy) in managed-dns (1), TimescaleDB Cloud (Enterprise Tier) in time-series-databases (1), TimescaleDB Community Edition / self-managed TimescaleDB in time-series-databases (1), TimescaleDB – now Tiger Data in time-series-databases (1), Tines 3B in soar-platforms (1), Titan Network in proxy-networks (1), Titus Classification in microsoft-365-management (1), TokenEx in data-masking-and-test-data (1), Tokyo Cabinet/Kyoto Cabinet in nosql-databases (1), Tongyi Lingma in ai-coding-assistants (1), Tonic in data-masking-and-test-data (1), Tonkean in third-party-risk-management (1), Toric in saas-management-platforms (1), Torq AI Agents / HyperSOC in ai-soc-agents (1), Torri in saas-management-platforms (1), Toshiba Strata/IPedge in business-phone-systems (1), Total Uptime in managed-dns (1), Total Uptime Cloud DNS / Managed Cloud DNS in managed-dns (1), TotalUptime in managed-dns (1), Touch ID in multi-factor-authentication (1), TraceX in application-performance-monitoring (1), Traditional 3-Tier in data-center-networking (1), Traditional EDI (IBM/SPS) in edi-platforms (1), Traditional LogRhythm (on-premises) in siem-platforms (1), Traditional Secure Email Gateways (SEGs) in email-security (1), Traefik Labs in api-management (1), TransUnion in identity-verification (1), TrapX pre-acquisition in deception-technology (1), Trapster Ballpoint in deception-technology (1), Trellix Endpoint in endpoint-protection (1), Trend Micro Apex Central in soar-platforms (1), Trend Micro Deep Discovery Inspector in ddi-and-ipam (1), Trend Micro Deep Security in container-and-kubernetes-security (1), Trend Micro Maximum Security in endpoint-protection (1), Trend Micro Trend Vision One in extended-detection-and-response (1), Trend Vision One Endpoint Security in endpoint-detection-and-response (1), Triago in ai-soc-agents (1), Trillium Software in data-quality-and-observability (1), Troniex in digital-employee-experience (1), Troposphere in infrastructure-as-code (1), TruContext in threat-intelligence-platforms (1), TrueConf On-Prem in video-conferencing (1), TrueConf Server in streaming-platforms (1), TrueConf Server in video-conferencing (1), TrueFoundry Gateway in llm-gateways-and-observability (1), Truefoundry Enterprise AI Gateway in llm-gateways-and-observability (1), Trust Lifecycle Manager in certificate-lifecycle-management (1), TrustLogix in data-security-posture-management (1), Trustonic in application-shielding (1), Trustpage in data-masking-and-test-data (1), Trustwave NAC in network-access-control (1), Truyo AI Governance Platform in ai-governance-platforms (1), Tufin SecureTrack / SecureChange in microsegmentation (1), Tugboa in compliance-automation (1), Twebcast in streaming-platforms (1), Twiching in business-phone-systems (1), Twilio Flex in communications-apis (1), Tyk Community Edition in api-management (1), USU SaaS Management in saas-management-platforms (1), USU Software Asset Management in it-asset-management (1), USU Software Asset Management in it-financial-management (1), UglifyJS in application-shielding (1), UiPath AI Agents in ai-it-support-agents (1), UiPath Platform (UiPath IXP / Document Understanding) in intelligent-document-processing (1), Ultimate in ai-it-support-agents (1), Umbrella in dns-filtering (1), Under Defence MAXI in ai-soc-agents (1), UnderDefense MDR in ai-security-platforms (1), Unisys in microsegmentation (1), Unite AI in cloud-hosting (1), Unitrends DRaaS in backup-and-disaster-recovery (1), Unity Data Security (by Unity Technologies) in data-masking-and-test-data (1), Unity Version Control in source-control-hosting (1), Unleash Cloud in feature-flags (1), Unlimited Cyberaware in security-awareness-training (1), Unosecur in non-human-identity-management (1), Unravel Data in data-quality-and-observability (1), UpKeep in it-asset-management (1), Upland in it-financial-management (1), Upshift in digital-employee-experience (1), Upsolve in embedded-analytics (1), UptimeHub in website-and-synthetic-monitoring (1), UptimeRobot's Enterprise plan in website-and-synthetic-monitoring (1), User Settings in microsoft-365-management (1), Userify in certificate-lifecycle-management (1), V7 Go in intelligent-document-processing (1), VAN in edi-platforms (1), VCF in server-virtualization-platforms (1), VIP72 in proxy-networks (1), VLTrader in managed-file-transfer (1), VMware Aria Automation in network-monitoring-and-management (1), VMware Aria Operations for Networks in microsegmentation (1), VMware Broadcom CloudHealth in cloud-cost-management (1), VMware Carbon Black Cloud in endpoint-detection-and-response (1), VMware Carbon Black Cloud (Broadcom) in endpoint-protection (1), VMware Carbon Black Workload / Container (Broadcom) in container-and-kubernetes-security (1), VMware Disaster Recovery in backup-and-disaster-recovery (1), VMware Fusion in server-virtualization-platforms (1), VMware NS1 DDI in ddi-and-ipam (1), VMware NSX Data Center in microsegmentation (1), VMware NSX Defender / NSX Detonator SKUs in network-detection-and-response (1), VMware SD‑WAN in sd-wan (1), VMware Skybox in network-monitoring-and-management (1), VMware Tanzu Harbor in artifact-and-container-registries (1), VMware Tanzu Kubernetes / Tanzu Platform in managed-kubernetes-platforms (1), VMware Tanzu Registry Services (powered by Harbor) in artifact-and-container-registries (1), VMware Workspace ONE Intelligence in digital-employee-experience (1), VMware vCloud Networking and Security (vCNS) in data-center-networking (1), VMware vDefend NDR in network-detection-and-response (1), VMware vSphere Kubernetes Services (VKS) in managed-kubernetes-platforms (1), VMware vSphere with NSX in microsegmentation (1), VNC Connect in remote-support-and-remote-access (1), Vagrant Cloud in infrastructure-as-code (1), ValidMind in ai-governance-platforms (1), Validato Security Controls Validation in breach-and-attack-simulation (1), Valoryx Cloud in it-documentation (1), Vanilla Kong Open Source in api-management (1), Varonis AI Shield in ai-security-platforms (1), Vault JS (Enterprise Global) in client-side-protection (1), Vault-style or enterprise PAM-converged solutions in secrets-management (1), Vectara in vector-databases (1), Vectra C2 in network-detection-and-response (1), Veeam Backup for M365 in microsoft-365-management (1), Veeam Microsoft 365 Backup in microsoft-365-management (1), Veeam Software in backup-and-disaster-recovery (1), Veeam platform offerings in enterprise-storage-systems (1), Vega Cloud in cloud-cost-management (1), Venafi Control Plane (CyberArk) in certificate-lifecycle-management (1), Venafi, now CyberArk Venafi – TLS Protect / Certificate Security and Lifecycle Governance in certificate-lifecycle-management (1), Venminder TPR Enterprise in third-party-risk-management (1), Veracode Static in static-application-security-testing (1), Veracode VRM in application-security-posture-management (1), Vercara (formerly RiskIQ) PassiveTotal in attack-surface-management (1), Vercel Flags in feature-flags (1), Vercel Flat Rate CDN in content-delivery-networks (1), Verimatrix App Shielding in application-shielding (1), Verimatrix Mobile App Security in application-shielding (1), Verint Capture in communications-archiving-and-compliance (1), Verisign DNS (NS1) in managed-dns (1), Veritas Alta in communications-archiving-and-compliance (1), Verizon DDoS Shield in ddos-protection (1), Verizon Media (VMDS / Edgecast) in content-delivery-networks (1), Verodin in breach-and-attack-simulation (1), Versa Director in sd-wan (1), Versa Networks NGFW in next-generation-firewalls (1), Vertica in data-warehouses (1), Vertiv Liebert IntelliSlate in data-center-infrastructure-management (1), Vertiv Trellis Quick Start / Enterprise in data-center-infrastructure-management (1), Vertiv's Trellis DCIM in data-center-infrastructure-management (1), Vidyo in video-conferencing (1), Virtasant in cloud-cost-management (1), VirtuWorks in managed-detection-and-response (1), Virtual Private Networks (VPNs) in remote-support-and-remote-access (1), VirtualPC / Hyper‑V (desktop edition) in server-virtualization-platforms (1), VisionWare MDM in master-data-management (1), Vissibl in compliance-automation (1), Visual Studio error tools in error-and-crash-monitoring (1), Vitess in managed-relational-databases (1), VoIP Supply in business-phone-systems (1), VoIPo in business-phone-systems (1), VooV Meeting / Tencent Meeting & WeChat Work in video-conferencing (1), Vornin in vulnerability-management-platforms (1), VulNova Vulnerability Management Platform in vulnerability-management-platforms (1), VyOS in next-generation-firewalls (1), WD Green/HGST in enterprise-storage-systems (1), Wallarm API Discovery in api-security-platforms (1), WatchGuard Firebox M4800 in next-generation-firewalls (1), Waterfox in enterprise-browsers (1), WebInspect in dynamic-application-security-testing (1), Webex Suite in business-phone-systems (1), Western Digital Enterprise Storage in enterprise-storage-systems (1), WhatsUpGold in network-monitoring-and-management (1), White Hat Ninja in application-shielding (1), Whitebox (Cumulus, SONiC) in data-center-networking (1), WinAutomation/NICE in robotic-process-automation (1), Windows 365 Flex in virtual-desktops (1), Windows Remote Desktop Protocol (RDP) in remote-support-and-remote-access (1), Windows Remote Desktop Services (RDS) in remote-support-and-remote-access (1), Windows Server Active Directory in workforce-identity-and-sso (1), WitnessAI Unified AI Security and Governance Platform in ai-security-platforms (1), Wiz AI Posture in ai-security-platforms (1), Wiz AI-APP in ai-security-platforms (1), Wolters Kluwer (CaseWare) in grc-platforms (1), Wombat (now part of Proofpoint) in security-awareness-training (1), Word in enterprise-architecture-tools (1), Workday Peakon in digital-employee-experience (1), Workday Peakon / People Experience in digital-employee-experience (1), Worldmetrics.org in managed-file-transfer (1), Worqlo in enterprise-ai-assistants (1), Writesonic in enterprise-ai-assistants (1), XEDI Web EDI in edi-platforms (1), XRP Ledger (XRPL) Permissioned DEX in digital-employee-experience (1), XRPL Permissioned DEX (Ripple) in digital-employee-experience (1), Xata in managed-relational-databases (1), Xebia MLOps Platform in ml-platforms (1), Xplenty in etl-and-elt (1), Xygeni ASPM in application-security-posture-management (1), YANSOllvm in application-shielding (1), YubiKey as a Service (Yubico) in multi-factor-authentication (1), Yubico YubiEnterprise Subscription in multi-factor-authentication (1), Yurbi in embedded-analytics (1), Z.ai's ZCode in ai-coding-assistants (1), ZL Tech in communications-archiving-and-compliance (1), ZL Technologies in communications-archiving-and-compliance (1), ZL Technologies Unified Archive in communications-archiving-and-compliance (1), ZL Technologies ZL Unified Archive in communications-archiving-and-compliance (1), Zayo Group LLC in colocation-providers (1), Zayo/Flexential in colocation-providers (1), Zebra Enterprise Browser in enterprise-browsers (1), Zecurit in unified-endpoint-management (1), Zeek-based solutions in network-detection-and-response (1), Zeenee in data-catalogs-and-governance (1), Zelios in business-continuity-management (1), Zendesk Sunshine in it-service-management (1), Zendesk Sunshine Answers in it-documentation (1), Zensar Tech in digital-risk-protection (1), Zero Trust Client in client-side-protection (1), ZeroDay in digital-risk-protection (1), ZeroFOX Digital Risk Protection in digital-risk-protection (1), ZeroFox HNTR in digital-risk-protection (1), ZeroFox Protection in digital-risk-protection (1), ZeroFox’s Digital Risk Protection service in digital-risk-protection (1), ZeroSSL Platinum/Enterprise in certificate-lifecycle-management (1), Zeta Markets in digital-employee-experience (1), Zimbra in email-security (1), Zimperium zDefend in application-shielding (1), Zimperium's Mobile Application Protection Suite (MAPS) in application-shielding (1), Zing Box (formerly Zimperium) in application-shielding (1), Zip in third-party-risk-management (1), Zoho Meetings in video-conferencing (1), Zoho SalesIQ in bot-management (1), Zoom Regional Unlimited in business-phone-systems (1), Zoom Rooms in remote-support-and-remote-access (1), Zoom for Enterprise in video-conferencing (1), ZoomInfo Copilot in enterprise-ai-assistants (1), ZoomInfo Marketing in microsegmentation (1), Zscaler - Zero Trust Exchange in sase-platforms (1), Zscaler AI Access Security in ai-security-platforms (1), Zscaler AI Security / AI Protect in ai-security-platforms (1), Zscaler Cloud Security in cloud-native-application-protection (1), Zscaler Cloud Workload Microsegmentation in microsegmentation (1), Zscaler DLP Cloud in data-loss-prevention (1), Zscaler Data Loss Prevention in data-loss-prevention (1), Zscaler Posture via Canonic in saas-security-posture-management (1), Zscaler Private Access, ZPA in zero-trust-network-access (1), Zscaler SSPM modules in saas-security-posture-management (1), Zscaler Secure AI Access (with AI Guard) in ai-security-platforms (1), Zscaler Shift in dns-filtering (1), Zscaler SquareX in enterprise-browsers (1), Zscaler Zero Trust Exchange Platform in data-loss-prevention (1), Zscaler – ZPA / ZIA in zero-trust-network-access (1), Zvec in vector-databases (1), Zylo SaaS Management Platform in saas-management-platforms (1), apPosture in api-security-platforms (1), appvia in internal-developer-portals (1), basic open-source tools in certificate-lifecycle-management (1), bupaR in process-mining (1), cidaas in customer-identity-and-access-management (1), crates.io in artifact-and-container-registries (1), custom Python bots in robotic-process-automation (1), dbt Platform in etl-and-elt (1), dbt-expectations in data-quality-and-observability (1), didlogic in business-phone-systems (1), digna in data-quality-and-observability (1), eG Innovations in application-performance-monitoring (1), eSentire Atlas Complete / Advanced in managed-detection-and-response (1), eVoice in business-phone-systems (1), eeSeal AI in ai-it-support-agents (1), env zero in infrastructure-as-code (1), free Claude in enterprise-ai-assistants (1), free Gemini in enterprise-ai-assistants (1), g-Backup Infinite in backup-and-disaster-recovery (1), goron in application-shielding (1), iCOM-S in data-center-infrastructure-management (1), iEDI.com in edi-platforms (1), iMacros in robotic-process-automation (1), ibl.ai in ai-governance-platforms (1), innFactory AI Gateway in llm-gateways-and-observability (1), legacy Avaya architectures in data-center-networking (1), legacy FileZilla Server in managed-file-transfer (1), mailcow: dockerized in email-security (1), managed Chrome Enterprise/Edge for Business in enterprise-browsers (1), meet.jit.si in video-conferencing (1), n8 Security in saas-security-posture-management (1), nAnalyst in network-detection-and-response (1), nProbe/nProbe Cento in network-detection-and-response (1), nRouter in llm-gateways-and-observability (1), native Oracle Data Masking packs in data-masking-and-test-data (1), older HPE 3PAR in enterprise-storage-systems (1), open-source APM in application-performance-monitoring (1), open-source SONiC in data-center-networking (1), platform passkeys (Windows Hello, Apple Face ID) in multi-factor-authentication (1), public npm in artifact-and-container-registries (1), raw Envoy configurations in api-management (1), self-hosted Flagsmith in feature-flags (1), standard Elastic Cloud in log-management (1), standard IIS FTP in managed-file-transfer (1), super.AI Document in intelligent-document-processing (1), tZERO in digital-employee-experience (1), thectoclub.com in internal-developer-portals (1), transcrypt in secrets-management (1), unite.ai in internal-developer-portals (1), vCISO Lite Enterprise in ai-governance-platforms (1), vDefend in microsegmentation (1), xAssets in it-asset-management (1), yarn audit in software-composition-analysis (1) Excluded by rule, 5 labels not scored: Dupple (3; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Axis Intelligence (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Expert Insights (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks) Category-scoped resolutions, 9079 labels. A bare vendor name was read as that vendor's product for the asked category, which assigns specificity the model did not write; each one is listed so the assumption is visible: CyberArk in privileged-access-management read as CyberArk Privileged Access Manager (69), Datadog in application-performance-monitoring read as Datadog APM (69), Celonis in process-mining read as Celonis Process Intelligence Platform (68), Zoom in video-conferencing read as Zoom Workplace (63), Recorded Future in threat-intelligence-platforms read as Recorded Future Intelligence Cloud (61), Mimecast in email-security read as Mimecast Email Security (55), SAP Signavio in process-mining read as SAP Signavio Process Intelligence (55), ServiceNow in it-service-management read as ServiceNow ITSM (54), Datadog in log-management read as Datadog Log Management (53), Claroty in ot-and-iot-security read as Claroty xDome (52), Delinea in privileged-access-management read as Delinea Secret Server (51), Nozomi Networks in ot-and-iot-security read as Nozomi Networks Guardian (51), Veracode in static-application-security-testing read as Veracode Static Analysis (49), Datadog in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (48), Saviynt in identity-governance read as Saviynt Enterprise Identity Cloud (47), Proofpoint in email-security read as Proofpoint Email Protection (46), Picus Security in breach-and-attack-simulation read as Picus Security Validation Platform (45), Smarsh in communications-archiving-and-compliance read as Smarsh Enterprise Archive (45), Snyk in software-composition-analysis read as Snyk Open Source (45), Varonis in data-security-posture-management read as Varonis Data Security Platform (45), CrowdStrike Falcon in endpoint-detection-and-response read as CrowdStrike Falcon Insight (44), Datadog in error-and-crash-monitoring read as Datadog Error Tracking (44), Dragos in ot-and-iot-security read as Dragos Platform (44), Illumio in microsegmentation read as Illumio Segmentation (44), Zscaler in sase-platforms read as Zscaler Zero Trust Exchange (42), OneTrust in third-party-risk-management read as OneTrust Third-Party Risk Management (41), SailPoint in identity-governance read as SailPoint Identity Security Cloud (40), Databricks in ml-platforms read as Databricks Mosaic AI (39), Palo Alto Networks in next-generation-firewalls read as Palo Alto Networks NGFW (39), Profisee in master-data-management read as Profisee MDM (39), Checkmarx in static-application-security-testing read as Checkmarx One (38), Datadog in network-monitoring-and-management read as Datadog Network Monitoring (38), AWS in cloud-hosting read as Amazon Web Services (36), Island in enterprise-browsers read as Island Enterprise Browser (36), Rubrik in backup-and-disaster-recovery read as Rubrik Security Cloud (36), SentinelOne Singularity in endpoint-detection-and-response read as SentinelOne Singularity (36), Wasabi in object-storage read as Wasabi Object Storage (36), Armis in ot-and-iot-security read as Armis Centrix (35), Cycode in application-security-posture-management read as Cycode ASPM (35), Imperva in web-application-firewalls read as Imperva Cloud WAF (35), NinjaOne in patch-management read as NinjaOne Autonomous Patch Management (35), Check Point in next-generation-firewalls read as Check Point Quantum (34), Cloudflare in web-application-firewalls read as Cloudflare WAF (34), Okta in workforce-identity-and-sso read as Okta Workforce Identity (33), Cloudflare in managed-dns read as Cloudflare DNS (32), Corelight in network-detection-and-response read as Corelight Open NDR (32), Nexthink in digital-employee-experience read as Nexthink Infinity (32), Silverfort in identity-threat-detection-and-response read as Silverfort ITDR (32), Databricks in data-warehouses read as Databricks SQL (31), Hyperscience in intelligent-document-processing read as Hyperscience Hypercell (31), Netskope in sase-platforms read as Netskope One (31), New Relic in error-and-crash-monitoring read as New Relic Errors Inbox (31), Palo Alto Networks Cortex XSOAR in soar-platforms read as Cortex XSOAR (31), Arctic Wolf in managed-detection-and-response read as Arctic Wolf Managed Detection and Response (30), New Relic in website-and-synthetic-monitoring read as New Relic Synthetics (30), ThoughtSpot in embedded-analytics read as ThoughtSpot Embedded (30), Varonis in insider-risk-management read as Varonis Data Security Platform (30), Akamai Guardicore in microsegmentation read as Akamai Guardicore Segmentation (29), Cohesity in backup-and-disaster-recovery read as Cohesity DataProtect (29), NetApp in enterprise-storage-systems read as NetApp AFF (29), Riskonnect in business-continuity-management read as Riskonnect Business Continuity & Resilience (29), Tanium in patch-management read as Tanium Patch (29), TrueCommerce in edi-platforms read as TrueCommerce EDI (29), OneTrust in ai-governance-platforms read as OneTrust AI Governance (28), OneTrust in compliance-automation read as OneTrust Tech Risk & Compliance (28), OneTrust in grc-platforms read as OneTrust GRC (28), Pure Storage in enterprise-storage-systems read as Pure Storage FlashArray (28), Sysdig in container-and-kubernetes-security read as Sysdig Secure (28), Akamai in web-application-firewalls read as Akamai App & API Protector (27), MongoDB Atlas in nosql-databases read as MongoDB (27), Radware in ddos-protection read as Radware Cloud DDoS Protection (27), Veeam in backup-and-disaster-recovery read as Veeam Data Platform (27), Vonage in communications-apis read as Vonage Communications APIs (27), Flexera One in it-asset-management read as Flexera One IT Asset Management (26), Imperva in ddos-protection read as Imperva DDoS Protection (26), Keeper in business-password-managers read as Keeper Security (26), Progress MOVEit in managed-file-transfer read as Progress MOVEit Transfer (26), Proofpoint in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (26), ServiceNow in incident-management-and-on-call read as ServiceNow ITSM (26), Zero Networks in microsegmentation read as Zero Networks Segment (26), CyberArk in non-human-identity-management read as CyberArk Identity Security Platform (25), Okta in multi-factor-authentication read as Okta Verify (25), Okta Adaptive MFA in multi-factor-authentication read as Okta Verify (25), Securonix in siem-platforms read as Securonix Unified Defense SIEM (25), Veracode in dynamic-application-security-testing read as Veracode DAST (25), Wallarm in api-security-platforms read as Wallarm API Security (25), AWS Route 53 in managed-dns read as Amazon Route 53 (24), MinIO in object-storage read as MinIO AIStor (24), Netskope in data-loss-prevention read as Netskope DLP (24), Nlyte in data-center-infrastructure-management read as Nlyte DCIM (24), Splunk in telemetry-pipelines read as Splunk Observability Cloud (24), Tenable in vulnerability-management-platforms read as Tenable Vulnerability Management (24), Arista in data-center-networking read as Arista Networks (23), Securonix in insider-risk-management read as Securonix UEBA (23), Splashtop Enterprise in remote-support-and-remote-access read as Splashtop Remote Support (23), Swimlane in soar-platforms read as Swimlane Turbine (23), Druva in backup-and-disaster-recovery read as Druva Data Security Cloud (22), Fortinet in next-generation-firewalls read as Fortinet FortiGate (22), Proofpoint in security-awareness-training read as Proofpoint ZenGuide (22), Semarchy in master-data-management read as Semarchy xDM (22), ExtraHop in network-detection-and-response read as ExtraHop RevealX (21), Qualys in vulnerability-management-platforms read as Qualys VMDR (21), SentinelOne in endpoint-detection-and-response read as SentinelOne Singularity (21), Anomali in threat-intelligence-platforms read as Anomali ThreatStream (20), Collibra in data-quality-and-observability read as Collibra Data Quality & Observability (20), EfficientIP in ddi-and-ipam read as EfficientIP SOLIDserver (20), Jscrambler in client-side-protection read as Jscrambler Webpage Integrity (20), Akamai in bot-management read as Akamai Bot Manager (19), BMC Helix in it-service-management read as BMC Helix ITSM (19), CrowdStrike Falcon XDR in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (19), Everbridge in business-continuity-management read as Everbridge 360 (19), Flashpoint in threat-intelligence-platforms read as Flashpoint Ignite (19), Grafana Cloud in observability-platforms read as Grafana (19), Infoblox in dns-filtering read as Infoblox Threat Defense (19), Informatica in data-masking-and-test-data read as Informatica Intelligent Data Management Cloud (19), MetricStream in business-continuity-management read as MetricStream Business Continuity Management (19), Bitsight in attack-surface-management read as Bitsight (18), GitLab Ultimate in source-control-hosting read as GitLab (18), Group-IB in digital-risk-protection read as Group-IB Digital Risk Protection (18), Informatica in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (18), Mimecast in communications-archiving-and-compliance read as Mimecast Cloud Archive (18), Semperis in identity-threat-detection-and-response read as Semperis Directory Services Protector (18), Snyk in container-and-kubernetes-security read as Snyk Container (18), Cato Networks in sd-wan read as Cato SASE Cloud (17), ColorTokens in microsegmentation read as ColorTokens Xshield (17), Expel in managed-detection-and-response read as Expel MDR (17), Imperva in bot-management read as Imperva Advanced Bot Protection (17), Intezer in ai-soc-agents read as Intezer AI SOC (17), Microsoft Purview in data-loss-prevention read as Microsoft Purview DLP (17), Portnox in network-access-control read as Portnox Cloud (17), SentinelOne in endpoint-protection read as SentinelOne Singularity Endpoint (17), UiPath in intelligent-document-processing read as UiPath Document Understanding (17), Akamai in managed-dns read as Akamai Edge DNS (16), AvePoint in microsoft-365-management read as AvePoint Confidence Platform (16), BlueCat in ddi-and-ipam read as BlueCat Integrity (16), Cequence Security in api-security-platforms read as Cequence Unified API Protection (16), CrowdStrike Falcon Adversary Intelligence in threat-intelligence-platforms read as CrowdStrike Falcon Intelligence (16), Forescout in ot-and-iot-security read as Forescout Vistaro Platform (16), Informatica in master-data-management read as Informatica MDM (16), Kong in api-gateways read as Kong Gateway (16), ModelOp in ai-governance-platforms read as ModelOp Center (16), New Relic in log-management read as New Relic Logs (16), Palo Alto Cortex XDR in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (16), Proofpoint Archive in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (16), SolarWinds NPM in network-monitoring-and-management read as SolarWinds Network Performance Monitor (16), Splashtop in remote-support-and-remote-access read as Splashtop Remote Support (16), Veracode in application-security-posture-management read as Veracode Risk Manager (16), AppViewX in certificate-lifecycle-management read as AppViewX CERT+ (15), DTEX in insider-risk-management read as DTEX InTERCEPT (15), Domo in embedded-analytics read as Domo Everywhere (15), Forcepoint in data-loss-prevention read as Forcepoint DLP (15), ForgeRock in workforce-identity-and-sso read as ForgeRock Identity Platform (15), Imperva in api-security-platforms read as Imperva API Security (15), Informatica in etl-and-elt read as Informatica Intelligent Data Management Cloud (15), K2view in data-masking-and-test-data read as K2View Test Data Management (15), Kong in api-management read as Kong Gateway (15), Netskope in zero-trust-network-access read as Netskope Private Access (15), Nicus in it-financial-management read as Nicus ITFM Platform (15), Proofpoint in digital-risk-protection read as Proofpoint Digital Risk Protection (15), Rapid7 in vulnerability-management-platforms read as Rapid7 InsightVM (15), SailPoint in workforce-identity-and-sso read as SailPoint Identity Security Cloud (15), Stibo Systems in master-data-management read as Stibo Systems STEP (15), Zscaler in microsegmentation read as Zscaler Private Access (15), Astronomer in workflow-orchestration read as Astronomer Astro (14), Censys in attack-surface-management read as Censys ASM (14), Checkmarx in application-security-posture-management read as Checkmarx One (14), Cloudflare in bot-management read as Cloudflare Bot Management (14), CyberArk in secrets-management read as CyberArk Secrets Manager (14), Fortinet in ot-and-iot-security read as Fortinet OT Security Platform (14), Fortinet in sd-wan read as Fortinet Secure SD-WAN (14), GitLab in ci-cd-platforms read as GitLab CI/CD (14), Iron Mountain in colocation-providers read as Iron Mountain Data Centers (14), Juniper in data-center-networking read as Juniper Networks (14), Kiteworks in managed-file-transfer read as Kiteworks MFT (14), MuleSoft in api-management read as MuleSoft Anypoint Platform (14), Omada in identity-governance read as Omada Identity (14), SAP MDG in master-data-management read as SAP Master Data Governance (14), Sonatype in software-composition-analysis read as Sonatype Lifecycle (14), eSentire in managed-detection-and-response read as eSentire MDR (14), Akamai in dns-filtering read as Akamai Enterprise Threat Protector (13), Barracuda in email-security read as Barracuda Email Protection (13), Bizzdesign in enterprise-architecture-tools read as Bizzdesign Horizzon (13), Boomi in edi-platforms read as Boomi B2B/EDI Management (13), Cisco in next-generation-firewalls read as Cisco Secure Firewall (13), CrowdStrike in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (13), CyberSaint in cyber-risk-quantification read as CyberSaint CyberStrong (13), DigitalOcean in cloud-hosting read as DigitalOcean Droplets (13), F5 in web-application-firewalls read as F5 BIG-IP Advanced WAF (13), Guardsquare in application-shielding read as Guardsquare DexGuard / iXGuard (13), Ivanti in unified-endpoint-management read as Ivanti Neurons for UEM (13), Mend in software-composition-analysis read as Mend.io (13), Power BI in embedded-analytics read as Microsoft Power BI Embedded (13), SentinelOne in extended-detection-and-response read as SentinelOne Singularity (13), ServiceNow in it-financial-management read as ServiceNow IT Financial Management (13), Sysdig in cloud-native-application-protection read as Sysdig Secure (13), UiPath in process-mining read as UiPath Process Mining (13), Versa Networks in sd-wan read as Versa Secure SD-WAN (13), AWS ALB/NLB in load-balancers read as AWS Elastic Load Balancing (12), Cloudflare Access in zero-trust-network-access read as Cloudflare One (12), Cofense in security-awareness-training read as Cofense PhishMe (12), Cribl in telemetry-pipelines read as Cribl Stream (12), CrowdStrike Falcon in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (12), Elastic in observability-platforms read as Elastic Observability (12), Fastly in web-application-firewalls read as Fastly Next-Gen WAF (12), Flexera One FinOps in cloud-cost-management read as Flexera One (12), Grafana Cloud in infrastructure-monitoring read as Grafana (12), K2View in data-masking-and-test-data read as K2View Test Data Management (12), Orca in cloud-native-application-protection read as Orca Security (12), ServiceNow in it-asset-management read as ServiceNow IT Asset Management (12), Splunk in siem-platforms read as Splunk Enterprise Security (12), Zscaler in data-loss-prevention read as Zscaler Internet Access (12), AWS Textract in intelligent-document-processing read as Amazon Textract (11), Amazon Kinesis in streaming-platforms read as Amazon Kinesis Data Streams (11), Azure Blob in object-storage read as Azure Blob Storage (11), Checkmarx in dynamic-application-security-testing read as Checkmarx One (11), Databricks in etl-and-elt read as Databricks Lakeflow (11), Entrust in certificate-lifecycle-management read as Entrust Certificate Manager (11), Fortinet in sase-platforms read as Fortinet FortiSASE (11), Huntress in identity-threat-detection-and-response read as Huntress Managed ITDR (11), Huntress in managed-detection-and-response read as Huntress Managed EDR (11), Keeper Enterprise in business-password-managers read as Keeper Security (11), Nlyte Software in data-center-infrastructure-management read as Nlyte DCIM (11), Palo Alto Networks (Prisma SASE) in sase-platforms read as Palo Alto Networks Prisma SASE (11), SentinelOne in managed-detection-and-response read as SentinelOne Singularity MDR (11), ServiceNow in third-party-risk-management read as ServiceNow Third-Party Risk Management (11), Stellar Cyber in extended-detection-and-response read as Stellar Cyber Open XDR (11), Sumo Logic in siem-platforms read as Sumo Logic Cloud SIEM (11), Trellix in network-detection-and-response read as Trellix NDR (11), Zscaler in zero-trust-network-access read as Zscaler Private Access (11), Acalvio in deception-technology read as Acalvio ShadowPlex (10), Akamai in api-security-platforms read as Akamai API Security (10), Axway Amplify in api-management read as Axway Amplify API Management (10), Cribl in log-management read as Cribl Stream (10), Cyware in threat-intelligence-platforms read as Cyware Intel Exchange (10), Elastic in log-management read as Elastic Stack (10), Feroot in client-side-protection read as Feroot PaymentGuard (10), Flexera in it-asset-management read as Flexera One IT Asset Management (10), Flexera in saas-management-platforms read as Flexera One (10), Forcepoint in insider-risk-management read as Forcepoint DLP (10), Kong Enterprise in api-gateways read as Kong Gateway (10), Lacework in cloud-security-posture-management read as Lacework FortiCNAPP (10), Mend (formerly WhiteSource) in software-composition-analysis read as Mend.io (10), Microsoft Fabric in data-warehouses read as Microsoft Fabric Data Warehouse (10), MuleSoft in api-gateways read as MuleSoft Anypoint Platform (10), Nerdio in virtual-desktops read as Nerdio Manager (10), PRTG Network Monitor in network-monitoring-and-management read as Paessler PRTG Network Monitor (10), Saviynt in non-human-identity-management read as Saviynt Identity Cloud (10), ServiceNow in ai-it-support-agents read as ServiceNow Now Assist (10), Trend Micro in extended-detection-and-response read as Trend Vision One (10), VMware in server-virtualization-platforms read as VMware vSphere (10), Zscaler in saas-security-posture-management read as Zscaler SSPM (10), Zyte in proxy-networks read as Zyte API (10), AWS Timestream in time-series-databases read as Amazon Timestream (9), BlueCat Networks in ddi-and-ipam read as BlueCat Integrity (9), Cloudian in object-storage read as Cloudian HyperStore (9), CrowdStrike Falcon Insight XDR in endpoint-detection-and-response read as CrowdStrike Falcon Insight (9), CyberArk in workforce-identity-and-sso read as CyberArk Identity (9), HUMAN in bot-management read as HUMAN Security (9), Ivanti in it-asset-management read as Ivanti Neurons for ITAM (9), Mimecast in security-awareness-training read as Mimecast Engage (9), Oracle Data Masking in data-masking-and-test-data read as Oracle Data Masking and Subsetting (9), Palo Alto Cortex XSOAR in soar-platforms read as Cortex XSOAR (9), Platform9 in managed-kubernetes-platforms read as Platform9 Managed Kubernetes (9), SentinelOne in cloud-native-application-protection read as SentinelOne Singularity Cloud Security (9), ServiceNow AI Agents in ai-it-support-agents read as ServiceNow Now Assist (9), Veracode in software-composition-analysis read as Veracode SCA (9), Verimatrix in application-shielding read as Verimatrix Application Shielding (9), Zendesk AI in ai-it-support-agents read as Zendesk AI Agents (9), ABBYY in intelligent-document-processing read as ABBYY Vantage (8), Acronis in backup-and-disaster-recovery read as Acronis Cyber Protect (8), Akamai in ddos-protection read as Akamai Prolexic (8), AlloyDB in managed-relational-databases read as AlloyDB for PostgreSQL (8), Arctic Wolf in security-awareness-training read as Arctic Wolf Managed Security Awareness (8), Azure Synapse in data-warehouses read as Azure Synapse Analytics (8), BeyondTrust in remote-support-and-remote-access read as BeyondTrust Remote Support (8), Check Point in email-security read as Check Point Harmony Email & Collaboration (8), Chronosphere in telemetry-pipelines read as Chronosphere Telemetry Pipeline (8), Cisco in extended-detection-and-response read as Cisco XDR (8), Cloudflare in sase-platforms read as Cloudflare One (8), Elastic in telemetry-pipelines read as Elastic Observability (8), Flexera in it-financial-management read as Flexera One (8), Flexera One ITAM in it-asset-management read as Flexera One IT Asset Management (8), Fortinet (FortiSASE) in sase-platforms read as Fortinet FortiSASE (8), Infoblox BloxOne DDI in ddi-and-ipam read as Infoblox Universal DDI (8), Informatica in data-virtualization read as Informatica Intelligent Data Management Cloud (8), Ivanti in it-service-management read as Ivanti Neurons for ITSM (8), Ivanti in patch-management read as Ivanti Neurons for Patch Management (8), Kong Enterprise in api-management read as Kong Gateway (8), ManageEngine in unified-endpoint-management read as ManageEngine Endpoint Central (8), Microsoft Defender for Endpoint Plan 2 in endpoint-detection-and-response read as Microsoft Defender for Endpoint (8), OpenTelemetry (OTel) Collector in telemetry-pipelines read as OpenTelemetry Collector (8), PRTG in network-monitoring-and-management read as Paessler PRTG Network Monitor (8), Palo Alto Networks in sd-wan read as Palo Alto Networks Prisma SD-WAN (8), Ping Identity in identity-governance read as Ping Identity Governance (8), Promon in application-shielding read as Promon SHIELD (8), Radware in web-application-firewalls read as Radware Cloud WAF (8), SentinelOne in ai-security-platforms read as SentinelOne Singularity (8), ServiceNow in saas-management-platforms read as ServiceNow SAM (8), ServiceNow ITFM in it-financial-management read as ServiceNow IT Financial Management (8), Sophos in endpoint-protection read as Sophos Intercept X (8), Trend Micro in endpoint-protection read as Trend Micro Apex One (8), UpGuard in digital-risk-protection read as UpGuard BreachSight (8), Veritas in backup-and-disaster-recovery read as Veritas Alta Data Protection (8), Zendesk in ai-it-support-agents read as Zendesk AI Agents (8), AWS Elastic Container Registry (ECR) in artifact-and-container-registries read as Amazon Elastic Container Registry (7), Aiven in streaming-platforms read as Aiven for Apache Kafka (7), Aqua in container-and-kubernetes-security read as Aqua Security (7), Astrix in non-human-identity-management read as Astrix Security (7), Axway in api-management read as Axway Amplify API Management (7), Bitdefender in extended-detection-and-response read as Bitdefender GravityZone XDR (7), Cisco Meraki in sd-wan read as Cisco Meraki SD-WAN (7), Cloudflare in api-security-platforms read as Cloudflare API Shield (7), Diligent in third-party-risk-management read as Diligent One (7), DoveRunner in application-shielding read as DoveRunner AppSealing (7), Elastic (ELK Stack) in log-management read as Elastic Stack (7), Flexera in cloud-cost-management read as Flexera One (7), GitGuardian in non-human-identity-management read as GitGuardian NHI Governance (7), GitHub Container Registry (GHCR) in artifact-and-container-registries read as GitHub Packages (7), GitHub Enterprise Server in source-control-hosting read as GitHub (7), GitLab Self-Managed in source-control-hosting read as GitLab (7), Google Cloud Document AI in intelligent-document-processing read as Google Document AI (7), Hevo in etl-and-elt read as Hevo Data (7), IBM Sterling in managed-file-transfer read as IBM Sterling Secure File Transfer (7), Lacework in cloud-native-application-protection read as FortiCNAPP (7), Lakera in ai-security-platforms read as Lakera Guard (7), Mandiant (Google Threat Intelligence) in threat-intelligence-platforms read as Mandiant Threat Intelligence (7), Netskope in saas-security-posture-management read as Netskope SSPM (7), NinjaOne in it-documentation read as NinjaOne Documentation (7), Okta in identity-threat-detection-and-response read as Okta Identity Threat Protection (7), One Identity in identity-governance read as One Identity Manager (7), One Identity in privileged-access-management read as One Identity Safeguard (7), OpenText in edi-platforms read as OpenText Trading Grid (7), Oracle Cloud in cloud-hosting read as Oracle Cloud Infrastructure (7), Palo Alto Networks in sase-platforms read as Palo Alto Networks Prisma SASE (7), Palo Alto Networks (Prisma Access) in zero-trust-network-access read as Palo Alto Networks Prisma Access (7), PostHog in feature-flags read as PostHog Feature Flags (7), Proofpoint in data-loss-prevention read as Proofpoint Enterprise DLP (7), SOCRadar in digital-risk-protection read as SOCRadar Extended Threat Intelligence (7), Tableau Embedded in embedded-analytics read as Tableau Embedded Analytics (7), Trellix in extended-detection-and-response read as Trellix XDR (7), Wasabi Hot Cloud Storage in object-storage read as Wasabi Object Storage (7), Zscaler in dns-filtering read as Zscaler Internet Access (7), AWS (Amazon Web Services) in cloud-hosting read as Amazon Web Services (6), AWS WorkSpaces in virtual-desktops read as Amazon WorkSpaces (6), Abnormal in email-security read as Abnormal AI (6), BiZZdesign in enterprise-architecture-tools read as Bizzdesign Horizzon (6), Bitdefender GravityZone in endpoint-detection-and-response read as Bitdefender GravityZone EDR (6), Cequence in api-security-platforms read as Cequence Unified API Protection (6), Cequence in bot-management read as Cequence Bot Management (6), Citrix in virtual-desktops read as Citrix DaaS (6), Citrix NetScaler in load-balancers read as Citrix ADC (6), Citrix Virtual Apps and Desktops in virtual-desktops read as Citrix DaaS (6), Cloudflare in zero-trust-network-access read as Cloudflare One (6), Cloudflare Enterprise in web-application-firewalls read as Cloudflare WAF (6), CyberArk in identity-threat-detection-and-response read as CyberArk Identity Security Platform (6), Databricks (Mosaic AI) in ml-platforms read as Databricks Mosaic AI (6), Datto in remote-monitoring-and-management read as Datto RMM (6), EfficientIP (SOLIDserver) in ddi-and-ipam read as EfficientIP SOLIDserver (6), Firefox in enterprise-browsers read as Firefox ESR (6), GoAnywhere in managed-file-transfer read as GoAnywhere MFT (6), Grip in saas-security-posture-management read as Grip Security (6), Hexnode in unified-endpoint-management read as Hexnode UEM (6), Huntress in endpoint-protection read as Huntress Managed EDR (6), Imperva in client-side-protection read as Imperva Client-Side Protection (6), Infinidat in enterprise-storage-systems read as Infinidat InfiniBox (6), Informatica Multidomain MDM in master-data-management read as Informatica MDM (6), Invicti in application-security-posture-management read as Invicti ASPM (6), Island (The Enterprise Browser) in enterprise-browsers read as Island Enterprise Browser (6), JScrambler in client-side-protection read as Jscrambler Webpage Integrity (6), Jitterbit in edi-platforms read as Jitterbit EDI (6), Mezmo in telemetry-pipelines read as Mezmo Telemetry Pipeline (6), OneLogin in multi-factor-authentication read as OneLogin MFA (6), OpenTelemetry in telemetry-pipelines read as OpenTelemetry Collector (6), Orca in container-and-kubernetes-security read as Orca Security (6), Planview in enterprise-architecture-tools read as Planview Portfolios (6), Proxmox in server-virtualization-platforms read as Proxmox VE (6), SafeStack in secure-code-training read as SafeStack Academy (6), Scality in object-storage read as Scality RING (6), Sectigo in certificate-lifecycle-management read as Sectigo Certificate Manager (6), SentinelOne in client-side-protection read as SentinelOne Singularity Endpoint (6), SentinelOne Singularity Endpoint in endpoint-detection-and-response read as SentinelOne Singularity (6), ServiceNow in ai-governance-platforms read as ServiceNow AI Control Tower (6), ServiceNow in aiops-platforms read as ServiceNow ITOM (6), ServiceNow in enterprise-architecture-tools read as ServiceNow Enterprise Architecture (6), ServiceNow in grc-platforms read as ServiceNow Integrated Risk Management (6), Smarsh Enterprise Platform in communications-archiving-and-compliance read as Smarsh Enterprise Archive (6), Tenable in attack-surface-management read as Tenable Attack Surface Management (6), Trend Micro in cloud-native-application-protection read as Trend Micro Cloud One (6), Zoom in business-phone-systems read as Zoom Phone (6), A10 Networks Thunder ADC in load-balancers read as A10 Thunder ADC (5), ABBYY in process-mining read as ABBYY Timeline (5), AWS ELB in load-balancers read as AWS Elastic Load Balancing (5), AppViewX AVX ONE in certificate-lifecycle-management read as AppViewX CERT+ (5), Ataccama in master-data-management read as Ataccama ONE (5), Azure ACR in artifact-and-container-registries read as Azure Container Registry (5), BMC Helix in it-asset-management read as BMC Helix ITAM (5), Cato Networks SASE Cloud in sase-platforms read as Cato SASE Cloud (5), Checkmarx in software-composition-analysis read as Checkmarx SCA (5), Cleo in edi-platforms read as Cleo Integration Cloud (5), Cleo in managed-file-transfer read as Cleo Integration Cloud (5), ClickUp in it-documentation read as ClickUp Docs (5), CrowdStrike Falcon Identity in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (5), Cynet in managed-detection-and-response read as Cynet 360 (5), Datadog Synthetics in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (5), Elastic in application-performance-monitoring read as Elastic APM (5), Exabeam Fusion in siem-platforms read as Exabeam (5), Fastly in ddos-protection read as Fastly DDoS Protection (5), Fiddler in ai-governance-platforms read as Fiddler AI (5), Fortinet (FortiGate) in next-generation-firewalls read as Fortinet FortiGate (5), GoDaddy in managed-dns read as GoDaddy DNS (5), Guardsquare (DexGuard & iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (5), Guardsquare (DexGuard/iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (5), HPE Aruba in sd-wan read as HPE Aruba EdgeConnect (5), HYCU in backup-and-disaster-recovery read as HYCU R-Cloud (5), Harness in cloud-cost-management read as Harness Cloud Cost Management (5), IBM in process-mining read as IBM Process Mining (5), Imperva (Thales) in web-application-firewalls read as Imperva Cloud WAF (5), Informatica in data-quality-and-observability read as Informatica Intelligent Data Management Cloud (5), Ivanti Neurons in it-service-management read as Ivanti Neurons for ITSM (5), Keeper Security in privileged-access-management read as KeeperPAM (5), Keeper Security (KeeperPAM) in privileged-access-management read as KeeperPAM (5), Kong in api-security-platforms read as Kong Gateway (5), Nightfall in data-loss-prevention read as Nightfall AI (5), Orca in cloud-security-posture-management read as Orca Security (5), Palo Alto Networks (Prisma Access) in sase-platforms read as Palo Alto Networks Prisma SASE (5), Rencore in microsoft-365-management read as Rencore Governance (5), SOCRadar in threat-intelligence-platforms read as SOCRadar Extended Threat Intelligence (5), SOTI in unified-endpoint-management read as SOTI MobiControl (5), SentinelOne in ai-soc-agents read as SentinelOne Singularity (5), SolarWinds IPAM in ddi-and-ipam read as SolarWinds IP Address Manager (5), Sophos in endpoint-detection-and-response read as Sophos Intercept X (5), Sophos Endpoint in endpoint-protection read as Sophos Intercept X (5), Spot by NetApp in cloud-cost-management read as Spot by NetApp (5), Stellar Cyber in network-detection-and-response read as Stellar Cyber Open XDR (5), Stibo Systems (STEP) in master-data-management read as Stibo Systems STEP (5), Tenable One in attack-surface-management read as Tenable Attack Surface Management (5), VMware VeloCloud in sd-wan read as VMware VeloCloud SD-WAN (5), Veeam in microsoft-365-management read as Veeam Data Cloud for Microsoft 365 (5), Vonage (Ericsson) in communications-apis read as Vonage Communications APIs (5), WatchGuard in next-generation-firewalls read as WatchGuard Firebox (5), ZeroFox in threat-intelligence-platforms read as ZeroFox Intelligence (5), Zscaler DLP in data-loss-prevention read as Zscaler Internet Access (5), Arize in ai-governance-platforms read as Arize AX (4), Azure ARM in infrastructure-as-code read as Azure Bicep (4), Azure LB in load-balancers read as Azure Load Balancer (4), Azure SQL in managed-relational-databases read as Azure SQL Database (4), BMC in it-service-management read as BMC Helix ITSM (4), BitSight in attack-surface-management read as Bitsight (4), Bitwarden in secrets-management read as Bitwarden Secrets Manager (4), Braintrust in llm-gateways-and-observability read as Braintrust Gateway (4), Celigo in edi-platforms read as Celigo Integrator.io (4), Cisco in email-security read as Cisco Secure Email (4), Cisco Firepower in next-generation-firewalls read as Cisco Secure Firewall (4), Cisco Stealthwatch in network-detection-and-response read as Cisco Secure Network Analytics (4), Citrix Virtual Apps and Desktops / Citrix DaaS in virtual-desktops read as Citrix DaaS (4), Claroty Platform in ot-and-iot-security read as Claroty xDome (4), Cloudflare in load-balancers read as Cloudflare Load Balancing (4), Cloudflare Enterprise in managed-dns read as Cloudflare DNS (4), ConnectWise in remote-monitoring-and-management read as ConnectWise RMM (4), Cortex XSIAM in siem-platforms read as Palo Alto Networks Cortex XSIAM (4), Cyble in digital-risk-protection read as Cyble Vision (4), Cyble in threat-intelligence-platforms read as Cyble Vision (4), D3 Security in soar-platforms read as D3 Security Smart SOAR (4), Dell in enterprise-storage-systems read as Dell Technologies (4), Dell ECS in object-storage read as Dell ObjectScale (4), Diligent in grc-platforms read as Diligent One (4), Domino in ml-platforms read as Domino Data Lab (4), Entro in non-human-identity-management read as Entro Security (4), F5 in bot-management read as F5 Distributed Cloud Bot Defense (4), Fatpipe in sd-wan read as FatPipe SD-WAN (4), Fidelis in deception-technology read as Fidelis Deception (4), Fortinet in extended-detection-and-response read as Fortinet FortiXDR (4), Fortinet in network-detection-and-response read as Fortinet FortiNDR (4), Fortinet in web-application-firewalls read as Fortinet FortiWeb (4), GitLab Ultimate in ci-cd-platforms read as GitLab CI/CD (4), Google Chronicle in siem-platforms read as Google Security Operations (4), Horizon3.ai in breach-and-attack-simulation read as Horizon3.ai NodeZero (4), Huawei in data-center-networking read as Huawei Data Center Networking (4), Huawei in enterprise-storage-systems read as Huawei OceanStor (4), Hyperscience (Hypercell) in intelligent-document-processing read as Hyperscience Hypercell (4), IBM Guardium Data Protection in data-security-posture-management read as IBM Guardium (4), IBM RPA in robotic-process-automation read as IBM Robotic Process Automation (4), IBM X-Force in threat-intelligence-platforms read as IBM X-Force Exchange (4), Imperva WAF in web-application-firewalls read as Imperva Cloud WAF (4), Informatica Intelligent Data Management Cloud (IDMC) in master-data-management read as Informatica MDM (4), Intezer Autonomous SOC in ai-soc-agents read as Intezer AI SOC (4), Ivanti NAC in network-access-control read as Ivanti Policy Secure (4), Kong in llm-gateways-and-observability read as Kong AI Gateway (4), Loadbalancer.org in load-balancers read as Loadbalancer.org Enterprise ADC (4), ManageEngine in vulnerability-management-platforms read as ManageEngine Vulnerability Manager Plus (4), Mandiant in threat-intelligence-platforms read as Mandiant Threat Intelligence (4), Microsoft in identity-threat-detection-and-response read as Microsoft Entra ID (4), Microsoft Entra Internet Access + Private Access in zero-trust-network-access read as Microsoft Entra Private Access (4), Microsoft Purview Information Protection in data-security-posture-management read as Microsoft Purview (4), MuleSoft in edi-platforms read as MuleSoft Anypoint Platform (4), MuleSoft (Salesforce) in api-management read as MuleSoft Anypoint Platform (4), Netskope ZTNA in zero-trust-network-access read as Netskope Private Access (4), Nlyte (Carrier) in data-center-infrastructure-management read as Nlyte DCIM (4), Nudge in saas-security-posture-management read as Nudge Security (4), Nutanix in server-virtualization-platforms read as Nutanix AHV (4), Oracle NoSQL in nosql-databases read as Oracle NoSQL Database (4), PRTG Network Monitor (Paessler) in network-monitoring-and-management read as Paessler PRTG Network Monitor (4), Paessler PRTG in network-monitoring-and-management read as Paessler PRTG Network Monitor (4), Palo Alto in saas-security-posture-management read as Palo Alto Networks (4), Palo Alto Cortex Cloud in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (4), Palo Alto Networks (Prisma Cloud) in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (4), Palo Alto Networks (Prisma Cloud) in container-and-kubernetes-security read as Prisma Cloud (4), Picus in breach-and-attack-simulation read as Picus Security Validation Platform (4), Ping in workforce-identity-and-sso read as Ping Identity (4), Promon Shield for Mobile in application-shielding read as Promon SHIELD (4), Radware in bot-management read as Radware Bot Manager (4), Rapid7 in dynamic-application-security-testing read as Rapid7 InsightAppSec (4), Rapid7 in managed-detection-and-response read as Rapid7 MDR (4), SCCM in patch-management read as Microsoft Configuration Manager (4), Saviynt Identity Cloud in identity-governance read as Saviynt Enterprise Identity Cloud (4), Secureworks in managed-detection-and-response read as Secureworks Taegis ManagedXDR (4), SentinelOne in deception-technology read as SentinelOne Singularity (4), SentinelOne Singularity Complete in endpoint-detection-and-response read as SentinelOne Singularity (4), ServiceNow Financial Management in it-financial-management read as ServiceNow IT Financial Management (4), ServiceNow IT Service Management (ITSM) in it-service-management read as ServiceNow ITSM (4), SolarWinds in ddi-and-ipam read as SolarWinds IP Address Manager (4), Splunk in ai-soc-agents read as Splunk Enterprise Security (4), Stibo Systems MDM in master-data-management read as Stibo Systems STEP (4), Symantec/Broadcom in data-loss-prevention read as Symantec Data Loss Prevention (4), Sysdig in cloud-security-posture-management read as Sysdig Secure (4), TIBCO in data-virtualization read as TIBCO Data Virtualization (4), Tenable in cloud-native-application-protection read as Tenable Cloud Security (4), Tenable in ot-and-iot-security read as Tenable OT Security (4), Teradata in data-warehouses read as Teradata Vantage (4), Traefik in api-gateways read as Traefik Hub (4), Trend Micro in email-security read as Trend Micro Email Security (4), Trend Micro Vision One in endpoint-detection-and-response read as Trend Micro (4), UpGuard in attack-surface-management read as UpGuard BreachSight (4), Veracode Dynamic Analysis in dynamic-application-security-testing read as Veracode DAST (4), Versa in sase-platforms read as Versa SASE (4), Webex in business-phone-systems read as Webex Calling (4), A10 Networks in load-balancers read as A10 Thunder ADC (3), AWS RDS/Aurora in managed-relational-databases read as Amazon RDS (3), Acalvio (ShadowPlex) in deception-technology read as Acalvio ShadowPlex (3), Acronis in extended-detection-and-response read as Acronis Cyber Protect (3), Aikido in software-composition-analysis read as Aikido Security (3), Akamai (Prolexic) in ddos-protection read as Akamai Prolexic (3), AppViewX (AVX ONE) in certificate-lifecycle-management read as AppViewX CERT+ (3), Astronomer (Astro) in workflow-orchestration read as Astronomer Astro (3), Ataccama in data-quality-and-observability read as Ataccama ONE (3), Attaxion in attack-surface-management read as Attaxion (3), Axway in managed-file-transfer read as Axway SecureTransport (3), Azure ARM/Bicep in infrastructure-as-code read as Azure Bicep (3), Backblaze in object-storage read as Backblaze B2 (3), Barracuda Cloud Archiving in communications-archiving-and-compliance read as Barracuda Cloud Archiving Service (3), BlueCat in managed-dns read as BlueCat Integrity (3), BlueCat Address Manager in ddi-and-ipam read as BlueCat Integrity (3), Boomi in master-data-management read as Boomi Data Hub (3), Broadcom (Symantec) DLP in data-loss-prevention read as Symantec Data Loss Prevention (3), Cato in sase-platforms read as Cato SASE Cloud (3), Checkmarx in secure-code-training read as Checkmarx Codebashing (3), Cisco AppDynamics in application-performance-monitoring read as AppDynamics (3), CloudSEK in digital-risk-protection read as CloudSEK XVigil (3), Cloudflare in email-security read as Cloudflare Email Security (3), CrowdStrike Falcon Enterprise in endpoint-detection-and-response read as CrowdStrike Falcon Insight (3), CrowdStrike Falcon Enterprise in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (3), CyberSaint (CyberStrong) in cyber-risk-quantification read as CyberSaint CyberStrong (3), Datadog in siem-platforms read as Datadog Cloud SIEM (3), Datto in backup-and-disaster-recovery read as Datto SIRIS (3), Dell Boomi in edi-platforms read as Boomi B2B/EDI Management (3), Digital.ai (formerly Arxan) in application-shielding read as Digital.ai Application Protection (3), DigitalOcean in managed-kubernetes-platforms read as DigitalOcean Kubernetes (3), Diligent (Diligent One Platform) in grc-platforms read as Diligent One (3), Elastic in siem-platforms read as Elastic Security (3), Elastic Cloud in log-management read as Elastic Stack (3), Fastly in bot-management read as Fastly Bot Management (3), Fortinet in zero-trust-network-access read as Fortinet Universal ZTNA (3), Fortinet FortiGate in sd-wan read as Fortinet Secure SD-WAN (3), Fortra GoAnywhere in managed-file-transfer read as Fortra GoAnywhere MFT (3), GCP Load Balancing in load-balancers read as GCP Cloud Load Balancing (3), GitHub Container Registry in artifact-and-container-registries read as GitHub Packages (3), GitLab Ultimate in static-application-security-testing read as GitLab SAST (3), Google SecOps in soar-platforms read as Google Security Operations SOAR (3), Google Security Operations in soar-platforms read as Google Security Operations SOAR (3), Grafana Enterprise in infrastructure-monitoring read as Grafana (3), Grafana Enterprise in observability-platforms read as Grafana (3), HPE Alletra Storage in enterprise-storage-systems read as HPE Alletra (3), Huntress in endpoint-detection-and-response read as Huntress Managed EDR (3), IBM in api-management read as IBM API Connect (3), IBM in master-data-management read as IBM InfoSphere (3), IBM in observability-platforms read as IBM Instana (3), IBM NS1 in managed-dns read as IBM NS1 Connect (3), Identity Manager by One Identity in identity-governance read as One Identity Manager (3), Imperva (Thales) in ddos-protection read as Imperva DDoS Protection (3), Infinidat InfiniBox SSA G4 in enterprise-storage-systems read as Infinidat InfiniBox (3), Infoblox NIOS / Infoblox DDI in ddi-and-ipam read as Infoblox NIOS (3), Instaclustr in streaming-platforms read as Instaclustr for Apache Kafka (3), Ivanti Neurons in unified-endpoint-management read as Ivanti Neurons for UEM (3), Juniper in sd-wan read as Juniper Session Smart Routing (SSR) / Mist SD-WAN (3), Juniper SRX in next-generation-firewalls read as Juniper SRX Series (3), Kaspersky in endpoint-detection-and-response read as Kaspersky Endpoint Detection and Response (EDR) Expert (3), Kaspersky in endpoint-protection read as Kaspersky Endpoint Security (3), Keeper Business in business-password-managers read as Keeper Security (3), Linode (Akamai) in cloud-hosting read as Akamai Connected Cloud (3), ManageEngine in application-performance-monitoring read as ManageEngine Applications Manager (3), ManageEngine in it-asset-management read as ManageEngine AssetExplorer (3), ManageEngine in it-service-management read as ManageEngine ServiceDesk Plus (3), ManageEngine in microsoft-365-management read as ManageEngine M365 Manager Plus (3), ManageEngine in network-monitoring-and-management read as ManageEngine OpManager (3), ManageEngine in patch-management read as ManageEngine Patch Manager Plus (3), ManageEngine in privileged-access-management read as ManageEngine PAM360 (3), Mandiant Advantage in threat-intelligence-platforms read as Mandiant Threat Intelligence (3), Microsoft Copilot for Microsoft 365 in enterprise-ai-assistants read as Microsoft 365 Copilot (3), Microsoft Defender TI in threat-intelligence-platforms read as Microsoft Defender Threat Intelligence (3), Microsoft Intune + Windows Autopatch in patch-management read as Microsoft Intune (3), Microsoft Teams Phone System in business-phone-systems read as Microsoft Teams Phone (3), NVIDIA in data-center-networking read as NVIDIA Spectrum-X (3), Netskope (Netskope One) in sase-platforms read as Netskope One (3), Okta in privileged-access-management read as Okta Privileged Access (3), Okta Workforce Identity in multi-factor-authentication read as Okta Verify (3), Omnissa (Workspace ONE) in unified-endpoint-management read as Omnissa Workspace ONE (3), OneTrust Third-Party Management in third-party-risk-management read as OneTrust Third-Party Risk Management (3), OpenTelemetry (OTel) in telemetry-pipelines read as OpenTelemetry Collector (3), OpenText Business Network in edi-platforms read as OpenText Trading Grid (3), OpenText WebInspect in dynamic-application-security-testing read as OpenText Fortify WebInspect (3), Oracle in identity-governance read as Oracle Identity Governance (3), Orbus in enterprise-architecture-tools read as Orbus iServer (3), Orca in vulnerability-management-platforms read as Orca Security (3), Palo Alto Networks in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (3), Palo Alto Networks in data-security-posture-management read as Palo Alto Networks Cortex Cloud (3), Palo Alto Networks (Cortex XDR) in endpoint-protection read as Palo Alto Networks Cortex XDR (3), Palo Alto Networks (Prisma SD-WAN) in sd-wan read as Palo Alto Networks Prisma SD-WAN (3), Proofpoint in data-security-posture-management read as Proofpoint DSPM (3), Proofpoint ObserveIT in insider-risk-management read as Proofpoint Insider Threat Management (3), Pure Storage (FlashArray) in enterprise-storage-systems read as Pure Storage FlashArray (3), Qualys in dynamic-application-security-testing read as Qualys Web Application Scanning (3), RSA in multi-factor-authentication read as RSA SecurID (3), Rapid7 in cloud-native-application-protection read as Rapid7 InsightCloudSec (3), Rapid7 in deception-technology read as Rapid7 InsightIDR (3), Rapid7 in extended-detection-and-response read as Rapid7 InsightIDR (3), ReliaQuest in managed-detection-and-response read as ReliaQuest GreyMatter (3), Riskonnect (formerly Castellan) in business-continuity-management read as Riskonnect Business Continuity & Resilience (3), SentinelOne in cloud-security-posture-management read as SentinelOne Singularity Cloud Security (3), SentinelOne (Attivo Networks) in deception-technology read as SentinelOne Singularity (3), ServiceNow in business-continuity-management read as ServiceNow Integrated Risk Management (3), ServiceNow in compliance-automation read as ServiceNow Integrated Risk Management (3), ServiceNow in non-human-identity-management read as ServiceNow NHIM (3), ServiceNow Virtual Agent in ai-it-support-agents read as ServiceNow Now Assist (3), ServiceNow Virtual Agent / Now Assist in ai-it-support-agents read as ServiceNow Now Assist (3), Sonatype (Nexus Lifecycle) in software-composition-analysis read as Sonatype Lifecycle (3), Sophos in identity-threat-detection-and-response read as Sophos ITDR (3), Sophos in managed-detection-and-response read as Sophos MDR (3), Sophos in next-generation-firewalls read as Sophos Firewall (3), Splunk APM in application-performance-monitoring read as Splunk Observability Cloud (3), Stonebranch in workflow-orchestration read as Stonebranch Universal Automation Center (3), Symantec in data-loss-prevention read as Symantec Data Loss Prevention (3), Tableau Embedded (Salesforce) in embedded-analytics read as Tableau Embedded Analytics (3), Tenable in cloud-security-posture-management read as Tenable Cloud Security (3), Tenable (Tenable One / Tenable Vulnerability Management) in vulnerability-management-platforms read as Tenable Vulnerability Management (3), Tenable One / Tenable Vulnerability Management in vulnerability-management-platforms read as Tenable Vulnerability Management (3), Tencent Cloud in content-delivery-networks read as Tencent Cloud CDN (3), Tetrate in llm-gateways-and-observability read as Tetrate Agent Router Enterprise (3), Trellix in data-loss-prevention read as Trellix DLP (3), Trellix in endpoint-detection-and-response read as Trellix EDR (3), Trend Micro in container-and-kubernetes-security read as Trend Micro (Trend) Container Security (3), UiPath Process Intelligence in process-mining read as UiPath Process Mining (3), UpGuard Breach Risk in attack-surface-management read as UpGuard BreachSight (3), VMware Horizon / Omnissa Horizon in virtual-desktops read as VMware Horizon (3), VMware NSX / Broadcom in microsegmentation read as VMware NSX (3), VMware vSphere / ESXi in server-virtualization-platforms read as VMware vSphere (3), Varonis in data-loss-prevention read as Varonis Data Security Platform (3), Versa in sd-wan read as Versa Secure SD-WAN (3), Vonage (formerly Nexmo) in communications-apis read as Vonage Communications APIs (3), Vultr in managed-kubernetes-platforms read as Vultr Kubernetes Engine (3), WSO2 in api-management read as WSO2 API Manager (3), Zscaler in data-security-posture-management read as Zscaler DSPM (3), ARM in infrastructure-as-code read as Azure Bicep (2), AWS in api-management read as Amazon API Gateway (2), AWS ALB/ELB in load-balancers read as AWS Elastic Load Balancing (2), AWS Amazon Aurora in managed-relational-databases read as Amazon Aurora (2), AWS Glue in data-catalogs-and-governance read as AWS Glue Data Catalog (2), AWS Macie in data-security-posture-management read as Amazon Macie (2), Aikido in application-security-posture-management read as Aikido Security (2), Aikido in dynamic-application-security-testing read as Aikido Security (2), Akamai in load-balancers read as Akamai Connected Cloud (2), Akamai (Noname) in api-security-platforms read as Akamai API Security (2), Akamai (formerly Noname Security) in api-security-platforms read as Akamai API Security (2), Akamai Guardicore Centra in microsegmentation read as Akamai Guardicore Segmentation (2), Anomali (ThreatStream) in threat-intelligence-platforms read as Anomali ThreatStream (2), AppGate in zero-trust-network-access read as Appgate SDP (2), AppViewX (AVX ONE CLM) in certificate-lifecycle-management read as AppViewX CERT+ (2), Appgate in zero-trust-network-access read as Appgate SDP (2), ArcSight in siem-platforms read as OpenText ArcSight (2), Arcserve in backup-and-disaster-recovery read as Arcserve UDP (2), Ataccama in data-catalogs-and-governance read as Ataccama ONE (2), Atlassian in it-service-management read as Jira Service Management (2), AtroCore in master-data-management read as AtroCore MDM (2), Avast Business Security in endpoint-protection read as Avast Business (2), AvePoint (Confidence Platform) in microsoft-365-management read as AvePoint Confidence Platform (2), Azure in ddos-protection read as Azure DDoS Protection (2), Azure Bicep/ARM in infrastructure-as-code read as Azure Bicep (2), Azure Databricks in ml-platforms read as Databricks Mosaic AI (2), Azure Resource Manager (ARM) / Bicep in infrastructure-as-code read as Azure Bicep (2), Azure Resource Manager/Bicep in infrastructure-as-code read as Azure Bicep (2), Barracuda in security-awareness-training read as Barracuda Security Awareness Training (2), Barracuda in web-application-firewalls read as Barracuda Web Application Firewall (2), Bitdefender in endpoint-protection read as Bitdefender GravityZone (2), Bitdefender GravityZone in extended-detection-and-response read as Bitdefender GravityZone XDR (2), Bizzdesign (Enterprise Studio) in enterprise-architecture-tools read as Bizzdesign Horizzon (2), Bizzdesign (Horizzon) in enterprise-architecture-tools read as Bizzdesign Horizzon (2), BlueCat (Address Manager / Integrity) in ddi-and-ipam read as BlueCat Integrity (2), Broadcom in it-financial-management read as Broadcom Clarity PPM (2), Broadcom (VMware) in sd-wan read as VMware VeloCloud SD-WAN (2), Broadcom Clarity in it-financial-management read as Broadcom Clarity PPM (2), Broadcom Symantec Endpoint Security in endpoint-protection read as Symantec Endpoint Security (2), Cato in zero-trust-network-access read as Cato Networks Universal ZTNA (2), Check Point in zero-trust-network-access read as Check Point Harmony SASE (2), Check Point Quantum Series in next-generation-firewalls read as Check Point Quantum (2), Check Point WAF in api-security-platforms read as Check Point CloudGuard WAF (2), Check Point WAF in web-application-firewalls read as Check Point CloudGuard WAF (2), Checkmarx in api-security-platforms read as Checkmarx One (2), Checkmarx (Checkmarx One) in static-application-security-testing read as Checkmarx One (2), Cisco (Secure Firewall) in next-generation-firewalls read as Cisco Secure Firewall (2), Cisco Meraki in unified-endpoint-management read as Cisco Meraki Systems Manager (2), Cisco Secure Firewall 4200 Series in next-generation-firewalls read as Cisco Secure Firewall (2), Cisco Secure Firewall Threat Defense Virtual in next-generation-firewalls read as Cisco Secure Firewall (2), Citrix DaaS / Citrix Virtual Apps and Desktops in virtual-desktops read as Citrix DaaS (2), Citrix Hypervisor / XenServer in server-virtualization-platforms read as Citrix Hypervisor (2), Citrix Virtual Apps & Desktops in virtual-desktops read as Citrix DaaS (2), Citrix Virtual Apps and Desktops (Citrix DaaS) in virtual-desktops read as Citrix DaaS (2), Citrix XenServer in server-virtualization-platforms read as Citrix Hypervisor (2), Civo in managed-kubernetes-platforms read as Civo Kubernetes (2), CloudBees in ci-cd-platforms read as CloudBees CI (2), CloudFuze in microsoft-365-management read as CloudFuze Manage (2), Cloudflare (Enterprise) in managed-dns read as Cloudflare DNS (2), Cloudflare Access (Cloudflare One) in zero-trust-network-access read as Cloudflare One (2), Cloudflare Access / Cloudflare One in zero-trust-network-access read as Cloudflare One (2), Cloudflare Enterprise in bot-management read as Cloudflare Bot Management (2), Cloudflare Enterprise DNS in managed-dns read as Cloudflare DNS (2), Cloudflare Managed DNS in managed-dns read as Cloudflare DNS (2), Cloudflare WAF / WAAP in web-application-firewalls read as Cloudflare WAF (2), Cofense (formerly PhishMe) in security-awareness-training read as Cofense PhishMe (2), Cohesity Data Cloud in backup-and-disaster-recovery read as Cohesity DataProtect (2), Conifers.ai CognitiveSOC in ai-soc-agents read as Conifers CognitiveSOC (2), Copilot in ai-coding-assistants read as GitHub Copilot (2), CrowdStrike Falcon in application-security-posture-management read as CrowdStrike Falcon Cloud Security (2), CrowdStrike Falcon in cloud-native-application-protection read as CrowdStrike Falcon Cloud Security (2), CrowdStrike Falcon Cloud in cloud-native-application-protection read as CrowdStrike Falcon Cloud Security (2), CrowdStrike Falcon Identity Threat Protection in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (2), CyberArk in certificate-lifecycle-management read as CyberArk Certificate Manager (2), CyberArk (Venafi) in certificate-lifecycle-management read as CyberArk Certificate Manager (2), CyberArk Venafi in certificate-lifecycle-management read as CyberArk Certificate Manager (2), D3 Security (Smart SOAR / Morpheus) in soar-platforms read as D3 Security Smart SOAR (2), Darktrace in email-security read as Darktrace EMAIL (2), DataStax Astra in nosql-databases read as DataStax Astra DB (2), Databricks in ai-governance-platforms read as Databricks Unity Catalog (2), Databricks Data Intelligence Platform in ml-platforms read as Databricks Mosaic AI (2), Datadog in cloud-cost-management read as Datadog Cloud Cost Management (2), Datadog in llm-gateways-and-observability read as Datadog LLM Observability (2), Datadog (Error Tracking) in error-and-crash-monitoring read as Datadog Error Tracking (2), Datadog Network Performance Monitoring in network-monitoring-and-management read as Datadog Network Monitoring (2), Delinea (formerly Thycotic) in privileged-access-management read as Delinea Secret Server (2), ELK Stack in log-management read as Elastic Stack (2), ELK Stack (Elasticsearch, Logstash, Kibana) in log-management read as Elastic Stack (2), EfficientIP SOLIDserver DDI in ddi-and-ipam read as EfficientIP SOLIDserver (2), Elastic in infrastructure-monitoring read as Elastic Observability (2), Elastic (ELK) in log-management read as Elastic Stack (2), Elastic (Elastic Observability) in observability-platforms read as Elastic Observability (2), Estuary in etl-and-elt read as Estuary Flow (2), Exabeam in extended-detection-and-response read as Exabeam Fusion (2), ExtraHop (RevealX) in network-detection-and-response read as ExtraHop RevealX (2), F5 Bot Defense in bot-management read as F5 Distributed Cloud Bot Defense (2), Fidelis in network-detection-and-response read as Fidelis Network (2), Forcepoint in ai-security-platforms read as Forcepoint Data Security Cloud (2), FortiCNAPP in cloud-security-posture-management read as Lacework FortiCNAPP (2), Fortinet (FortiSASE / Unified SASE) in sase-platforms read as Fortinet FortiSASE (2), Fortinet (FortiXDR) in extended-detection-and-response read as Fortinet FortiXDR (2), Fortinet FortiEDR in endpoint-detection-and-response read as FortiEDR (2), Fortra in data-loss-prevention read as Fortra DLP (2), Fortra in digital-risk-protection read as Fortra Brand Protection (2), GitHub Advanced Security / CodeQL in static-application-security-testing read as GitHub Advanced Security (2), GitLab CI in ci-cd-platforms read as GitLab CI/CD (2), GitLab Ultimate (Self-Managed) in ci-cd-platforms read as GitLab CI/CD (2), GitLab self-managed in ci-cd-platforms read as GitLab CI/CD (2), Globalscape in managed-file-transfer read as Globalscape EFT (2), Google Cloud LB in load-balancers read as Google Cloud Load Balancing (2), Google Mandiant in threat-intelligence-platforms read as Google Threat Intelligence (2), Google Mandiant (Threat Intelligence) in threat-intelligence-platforms read as Google Threat Intelligence (2), Google Mandiant Threat Intelligence in threat-intelligence-platforms read as Google Threat Intelligence (2), Google Threat Intelligence / Mandiant in threat-intelligence-platforms read as Google Threat Intelligence (2), Grafana in aiops-platforms read as Grafana Cloud (2), Grafana in application-performance-monitoring read as Grafana Cloud (2), Group-IB in threat-intelligence-platforms read as Group-IB Threat Intelligence (2), HPE in sd-wan read as HPE Aruba EdgeConnect (2), HUMAN in client-side-protection read as HUMAN Security (2), HUMAN (formerly PerimeterX) in bot-management read as HUMAN Security (2), Huawei in next-generation-firewalls read as Huawei NGFW (2), HubSpot Breeze in enterprise-ai-assistants read as HubSpot Breeze AI (2), IBM in object-storage read as IBM Cloud Object Storage (2), IBM Kubernetes Service in managed-kubernetes-platforms read as IBM Cloud Kubernetes Service (2), IBM QRadar XDR in extended-detection-and-response read as IBM Security QRadar XDR (2), IBM Sterling Secure File Transfer / Sterling File Gateway in managed-file-transfer read as IBM Sterling Secure File Transfer (2), Illumio Zero Trust Segmentation in microsegmentation read as Illumio Segmentation (2), Imperva Bot Management in bot-management read as Imperva Advanced Bot Protection (2), Indusface in bot-management read as Indusface AppTrana (2), Infoblox BloxOne in ddi-and-ipam read as Infoblox Universal DDI (2), Infoblox NIOS DDI in ddi-and-ipam read as Infoblox NIOS (2), Informatica (Enterprise Data Catalog / CDGC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (2), Intercom in ai-it-support-agents read as Intercom Fin (2), InvGate in it-asset-management read as InvGate Asset Management (2), Island Browser in enterprise-browsers read as Island Enterprise Browser (2), JSCAPE in managed-file-transfer read as JSCAPE MFT Server (2), JSCAPE MFT in managed-file-transfer read as JSCAPE MFT Server (2), JSCAPE by Redwood in managed-file-transfer read as JSCAPE MFT Server (2), JetBrains AI in ai-coding-assistants read as JetBrains AI Assistant (2), JumpCloud in multi-factor-authentication read as JumpCloud Protect (2), Juniper in next-generation-firewalls read as Juniper SRX Series (2), Juniper (QFX) in data-center-networking read as Juniper Networks (2), Kaseya in patch-management read as Kaseya VSA (2), Kaseya in remote-monitoring-and-management read as Kaseya VSA (2), Kemp in load-balancers read as Kemp LoadMaster (2), Kong (Kong Konnect) in api-management read as Kong Gateway (2), Kong Enterprise (Kong Konnect) in api-management read as Kong Gateway (2), Linode in cloud-hosting read as Akamai Connected Cloud (2), Loadbalancer.org Enterprise in load-balancers read as Loadbalancer.org Enterprise ADC (2), MSP360 in remote-monitoring-and-management read as MSP360 RMM (2), ManageEngine (AssetExplorer) in it-asset-management read as ManageEngine AssetExplorer (2), Mend in static-application-security-testing read as Mend SAST (2), Mend (WhiteSource) in software-composition-analysis read as Mend.io (2), Mend.io in static-application-security-testing read as Mend SAST (2), Microsoft in container-and-kubernetes-security read as Microsoft Defender for Containers (2), Microsoft in extended-detection-and-response read as Microsoft Defender XDR (2), Microsoft in ot-and-iot-security read as Microsoft Defender for IoT (2), Microsoft in robotic-process-automation read as Microsoft Power Automate (2), Microsoft in siem-platforms read as Microsoft Sentinel (2), Microsoft Attack Simulation Training in security-awareness-training read as Microsoft Defender for Office 365 Attack Simulation Training (2), Microsoft Defender in ai-security-platforms read as Microsoft Defender XDR (2), Microsoft Defender in attack-surface-management read as Microsoft Defender External Attack Surface Management (2), Microsoft Defender Attack Simulation Training in security-awareness-training read as Microsoft Defender for Office 365 Attack Simulation Training (2), Microsoft Defender for Office 365 Plan 2 in email-security read as Microsoft Defender for Office 365 (2), Microsoft Entra in identity-governance read as Microsoft Entra ID (2), Microsoft Entra in non-human-identity-management read as Microsoft Entra ID (2), Microsoft Fabric Warehouse in data-warehouses read as Microsoft Fabric Data Warehouse (2), Microsoft Intune / Windows Autopatch in patch-management read as Microsoft Intune (2), Microsoft Power BI in embedded-analytics read as Microsoft Power BI Embedded (2), Microsoft Sentinel + Logic Apps in soar-platforms read as Microsoft Sentinel (2), Mimecast Incydr in insider-risk-management read as Code42 Incydr (2), Mirantis in managed-kubernetes-platforms read as Mirantis Kubernetes Engine (2), Motadata in log-management read as Motadata ObserveOps (2), Motadata in website-and-synthetic-monitoring read as Motadata ObserveOps (2), MuleSoft in workflow-orchestration read as MuleSoft Anypoint Platform (2), MuleSoft (Anypoint Platform) in api-gateways read as MuleSoft Anypoint Platform (2), NETSCOUT in ddos-protection read as NETSCOUT Arbor (2), Netwrix in identity-threat-detection-and-response read as Netwrix ITDR (2), Netwrix in privileged-access-management read as Netwrix Privilege Secure (2), Nlyte Software (Carrier Global) in data-center-infrastructure-management read as Nlyte DCIM (2), ONES.com (ONES Wiki) in it-documentation read as ONES Wiki (2), Okta Identity Cloud in multi-factor-authentication read as Okta Verify (2), Okta Identity Cloud in workforce-identity-and-sso read as Okta Workforce Identity (2), Okta MFA in multi-factor-authentication read as Okta Verify (2), Okta Workforce in workforce-identity-and-sso read as Okta Workforce Identity (2), Okta Workforce Identity Cloud in multi-factor-authentication read as Okta Verify (2), One Identity (Identity Manager) in identity-governance read as One Identity Manager (2), OpenText (GXS) in edi-platforms read as OpenText Trading Grid (2), Oracle in api-management read as Oracle API Management (2), Oracle Data Masking and Subsetting Pack in data-masking-and-test-data read as Oracle Data Masking and Subsetting (2), Oracle IGA in identity-governance read as Oracle Identity Governance (2), Oracle Kubernetes Engine (OKE) in managed-kubernetes-platforms read as Oracle Container Engine for Kubernetes (2), Orca in data-security-posture-management read as Orca Security (2), PDQ Deploy in patch-management read as PDQ Deploy & Inventory (2), Palantir in ml-platforms read as Palantir Foundry (2), Palo Alto in ai-security-platforms read as Palo Alto Networks (2), Palo Alto in identity-threat-detection-and-response read as Palo Alto Networks Cortex XSIAM (2), Palo Alto in microsegmentation read as Palo Alto Networks (2), Palo Alto in zero-trust-network-access read as Palo Alto Networks Prisma Access (2), Palo Alto Cortex in endpoint-protection read as Palo Alto Networks Cortex XDR (2), Palo Alto Cortex XSOAR in threat-intelligence-platforms read as Palo Alto Networks Cortex XSOAR (2), Palo Alto DNS Security in dns-filtering read as Palo Alto Networks DNS Security (2), Palo Alto Networks in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (2), Palo Alto Networks in managed-detection-and-response read as Unit 42 Managed Detection and Response (2), Palo Alto Networks (Cortex XDR) in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (2), Palo Alto Networks (Dig Security) in data-security-posture-management read as Palo Alto Networks Cortex Cloud (2), Palo Alto Networks (PA-Series) in next-generation-firewalls read as Palo Alto Networks NGFW (2), Palo Alto Networks (Prisma Cloud) in cloud-security-posture-management read as Prisma Cloud (2), Palo Alto Networks Prisma Cloud, now Cortex Cloud in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (2), PreEmptive in application-shielding read as PreEmptive Dotfuscator (2), Prisma Browser in enterprise-browsers read as Prisma Access Browser (2), Proofpoint Digital Communications Governance in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (2), Pure Storage FlashArray//X in enterprise-storage-systems read as Pure Storage FlashArray (2), Radware Cloud DDoS in ddos-protection read as Radware Cloud DDoS Protection (2), Radware WAF in web-application-firewalls read as Radware Cloud WAF (2), Rapid7 Incident Command in siem-platforms read as Rapid7 InsightIDR (2), Red Hat Advanced Cluster Security (RHACS) in container-and-kubernetes-security read as Red Hat Advanced Cluster Security for Kubernetes (2), ReliaQuest in ai-soc-agents read as ReliaQuest GreyMatter (2), ReliaQuest in extended-detection-and-response read as ReliaQuest GreyMatter (2), Riak in nosql-databases read as Riak KV (2), Riskonnect (ex-Castellan) in business-continuity-management read as Riskonnect Business Continuity & Resilience (2), Riskonnect (via Castellan acquisition) in business-continuity-management read as Riskonnect Business Continuity & Resilience (2), SAFE in cyber-risk-quantification read as SAFE One (2), SANS in security-awareness-training read as SANS Security Awareness (2), Scrut in compliance-automation read as Scrut Automation (2), Securden in privileged-access-management read as Securden Unified PAM (2), Secureworks Taegis in managed-detection-and-response read as Secureworks Taegis ManagedXDR (2), Semarchy (xDM) in master-data-management read as Semarchy xDM (2), SentinelOne in container-and-kubernetes-security read as SentinelOne Singularity Cloud Security (2), SentinelOne (Attivo) in deception-technology read as SentinelOne Singularity (2), SentinelOne Vigilance MDR in managed-detection-and-response read as SentinelOne Singularity MDR (2), ServiceNow (BCM Module) in business-continuity-management read as ServiceNow Integrated Risk Management (2), ServiceNow (Now Assist) in ai-it-support-agents read as ServiceNow Now Assist (2), ServiceNow IT Service Management in it-service-management read as ServiceNow ITSM (2), ServiceNow IT Service Management (ITSM) in incident-management-and-on-call read as ServiceNow ITSM (2), ServiceNow with Now Assist in ai-it-support-agents read as ServiceNow Now Assist (2), Smallstep in certificate-lifecycle-management read as Smallstep Certificate Manager (2), Snowflake in ml-platforms read as Snowflake Cortex AI (2), Snowflake Cortex in ml-platforms read as Snowflake Cortex AI (2), Snowflake Horizon Catalog in data-catalogs-and-governance read as Snowflake Horizon (2), SolarWinds in application-performance-monitoring read as SolarWinds Observability (2), Sonatype in artifact-and-container-registries read as Sonatype Lifecycle (2), Splunk in threat-intelligence-platforms read as Splunk Enterprise Security (2), Stellar Cyber in siem-platforms read as Stellar Cyber Next-Gen SIEM (2), Stibo in master-data-management read as Stibo Systems STEP (2), Symantec in endpoint-detection-and-response read as Symantec Endpoint Security (2), Tenable (Tenable One / Nessus) in vulnerability-management-platforms read as Tenable Vulnerability Management (2), Tenable OT in ot-and-iot-security read as Tenable OT Security (2), Tenable One Vulnerability Management in vulnerability-management-platforms read as Tenable Vulnerability Management (2), Tenable.ot in ot-and-iot-security read as Tenable OT Security (2), Teramind in data-loss-prevention read as Teramind DLP (2), Thycotic in privileged-access-management read as Delinea Secret Server (2), Trellix in endpoint-protection read as Trellix Endpoint Security Suite (2), Trellix (formerly McAfee Enterprise) in endpoint-detection-and-response read as Trellix EDR (2), Trellix Data Loss Prevention in data-loss-prevention read as Trellix DLP (2), Trend in container-and-kubernetes-security read as Trend Micro (Trend) Container Security (2), Trend Micro in network-detection-and-response read as Trend Vision One (2), UiPath Document Understanding / IXP in intelligent-document-processing read as UiPath Document Understanding (2), UiPath Process Mining / Process Intelligence in process-mining read as UiPath Process Mining (2), UnderDefense in ai-security-platforms read as UnderDefense AI SOC (2), VMware in sd-wan read as VMware VeloCloud SD-WAN (2), VMware Tanzu Kubernetes Grid in managed-kubernetes-platforms read as VMware Tanzu (2), VMware vSphere/ESXi in server-virtualization-platforms read as VMware vSphere (2), Vectra in network-detection-and-response read as Vectra AI (2), Versa Networks (Versa Secure SD-WAN) in sd-wan read as Versa Secure SD-WAN (2), Vicarius in vulnerability-management-platforms read as Vicarius vRx (2), Vimeo in streaming-platforms read as Vimeo Livestream (2), Vonage (now part of Ericsson) in communications-apis read as Vonage Communications APIs (2), WSO2 in customer-identity-and-access-management read as WSO2 Identity Server (2), Zscaler in deception-technology read as Zscaler Deception (2), Zscaler (Zero Trust SASE) in sase-platforms read as Zscaler Zero Trust Exchange (2), Zscaler Advanced SSPM in saas-security-posture-management read as Zscaler SSPM (2), Zscaler Data Protection in data-loss-prevention read as Zscaler Internet Access (2), open-appsec / CloudGuard WAF in web-application-firewalls read as open-appsec (2), 42Gears in unified-endpoint-management read as 42Gears SureMDM (1), ABBYY (Vantage & FlexiCapture) in intelligent-document-processing read as ABBYY Vantage (1), ABBYY (Vantage / FlexiCapture) in intelligent-document-processing read as ABBYY Vantage (1), ARCON in privileged-access-management read as ARCON PAM (1), AWS in ddos-protection read as AWS Shield (1), AWS in managed-kubernetes-platforms read as Amazon EKS (1), AWS in object-storage read as Amazon S3 (1), AWS ALB/ELB (Elastic Load Balancing) in load-balancers read as AWS Elastic Load Balancing (1), AWS CloudWatch in infrastructure-monitoring read as Amazon CloudWatch (1), AWS CloudWatch in log-management read as Amazon CloudWatch Logs (1), AWS CodePipeline/CodeBuild in ci-cd-platforms read as AWS CodePipeline (1), AWS ELB/ALB in load-balancers read as AWS Elastic Load Balancing (1), AWS Elastic Load Balancer (ELB/ALB/NLB) in load-balancers read as AWS Elastic Load Balancing (1), AWS RDS / Aurora in managed-relational-databases read as Amazon RDS (1), AWS WAF with Bot Control in bot-management read as AWS WAF + Bot Control (1), AWS WAFv2 in web-application-firewalls read as AWS WAF (1), Acalvio (ShadowPlex / 360 Deception) in deception-technology read as Acalvio ShadowPlex (1), Acalvio Technologies in deception-technology read as Acalvio ShadowPlex (1), Acalvio Technologies – ShadowPlex in deception-technology read as Acalvio ShadowPlex (1), Acronis in endpoint-detection-and-response read as Acronis Cyber Protect (1), Acronis in patch-management read as Acronis Cyber Protect (1), Aikido in container-and-kubernetes-security read as Aikido Security (1), Aikido in static-application-security-testing read as Aikido Security (1), Aikido Cloud in cloud-security-posture-management read as Aikido Security (1), Akamai in cloud-hosting read as Akamai Connected Cloud (1), Akamai in zero-trust-network-access read as Akamai Enterprise Application Access (1), Akamai (App & API Protector + Bot Manager) in web-application-firewalls read as Akamai App & API Protector (1), Akamai (App & API Protector / Site Defender) in web-application-firewalls read as Akamai App & API Protector (1), Akamai (App & API Protector) in bot-management read as Akamai Bot Manager (1), Akamai (Prolexic / App & API Protector) in ddos-protection read as Akamai Prolexic (1), Akamai (Symantec ZTNA) in zero-trust-network-access read as Akamai Enterprise Application Access (1), Akamai Technologies in managed-dns read as Akamai Edge DNS (1), Akamai-Guardicore in microsegmentation read as Akamai Guardicore Segmentation (1), Amazon API Gateway HTTP APIs in api-gateways read as Amazon API Gateway (1), Amazon Managed Streaming for Kafka (MSK) in streaming-platforms read as Amazon MSK (1), Amazon Q in ai-coding-assistants read as Amazon Q Developer (1), Amazon RDS / Aurora (AWS) in managed-relational-databases read as Amazon RDS (1), Amazon RDS/Aurora in managed-relational-databases read as Amazon RDS (1), Amazon WorkSpaces Personal in virtual-desktops read as Amazon WorkSpaces (1), Anomali (The Anomali Platform) in threat-intelligence-platforms read as Anomali ThreatStream (1), AppViewX (AVX ONE / CERT+) in certificate-lifecycle-management read as AppViewX CERT+ (1), AppViewX CERT+/AVX ONE in certificate-lifecycle-management read as AppViewX CERT+ (1), AppViewX Cert+ / AVX ONE in certificate-lifecycle-management read as AppViewX CERT+ (1), ArcSight (by OpenText) in siem-platforms read as OpenText ArcSight (1), Arctic Wolf (Aurora Agentic SOC) in managed-detection-and-response read as Arctic Wolf Managed Detection and Response (1), Arista (CloudVision) in data-center-networking read as Arista Networks (1), Arista (EOS + CloudVision with EVPN-VXLAN) in data-center-networking read as Arista Networks (1), Astra in dynamic-application-security-testing read as Astra Security (1), Astra in penetration-testing-as-a-service read as Astra Security (1), Astronomer (Apache Airflow) in workflow-orchestration read as Astronomer Astro (1), Astronomer (Managed Apache Airflow) in workflow-orchestration read as Astronomer Astro (1), Astronomer (managed Airflow) in workflow-orchestration read as Astronomer Astro (1), Atlassian in source-control-hosting read as Bitbucket (1), Avatier (Identity Anywhere) in identity-governance read as Avatier Identity Anywhere (1), AvePoint (Cloud Governance + EnPower + Elements) in microsoft-365-management read as AvePoint Confidence Platform (1), AvePoint (Cloud Governance / Elements) in microsoft-365-management read as AvePoint Confidence Platform (1), AvePoint (Cloud Governance or Fly) in microsoft-365-management read as AvePoint Confidence Platform (1), Axcient in backup-and-disaster-recovery read as Axcient x360Recover (1), Azure in api-management read as Azure API Management (1), Azure in object-storage read as Azure Blob Storage (1), Azure Bicep / ARM in infrastructure-as-code read as Azure Bicep (1), Azure Blob (Hot LRS) in object-storage read as Azure Blob Storage (1), Azure Resource Manager in infrastructure-as-code read as Azure Bicep (1), Azure Resource Manager (ARM) in infrastructure-as-code read as Azure Bicep (1), Azure Resource Manager (ARM) Templates in infrastructure-as-code read as Azure Bicep (1), BMC in it-asset-management read as BMC Helix ITAM (1), BMC Helix in aiops-platforms read as BMC Helix AIOps (1), BMC Helix (BMC ITSM) in it-service-management read as BMC Helix ITSM (1), BMC Helix (Remedy) in it-service-management read as BMC Helix ITSM (1), BMC Helix (formerly BMC Remedy) in it-service-management read as BMC Helix ITSM (1), Barracuda in communications-archiving-and-compliance read as Barracuda Cloud Archiving Service (1), Barracuda in next-generation-firewalls read as Barracuda CloudGen Firewall (1), Bitdefender in endpoint-detection-and-response read as Bitdefender GravityZone EDR (1), Bitdefender in managed-detection-and-response read as Bitdefender MDR (1), Bitdefender GravityZone Ultra in endpoint-detection-and-response read as Bitdefender GravityZone EDR (1), Bitwarden Enterprise in secrets-management read as Bitwarden Secrets Manager (1), Bizzdesign (HOPEX) in enterprise-architecture-tools read as Bizzdesign Horizzon (1), Blackpoint in managed-detection-and-response read as Blackpoint Cyber (1), BlueCat (Integrity / Address Manager) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat Address Manager (Integrity) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat Networks (BlueCat Integrity) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat Networks (Integrity & Micetro) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat Networks (Integrity / Address Manager) in ddi-and-ipam read as BlueCat Integrity (1), Bluecat in managed-dns read as BlueCat Integrity (1), Bluecat Networks in ddi-and-ipam read as BlueCat Integrity (1), Boomi (Boomi B2B/EDI) in edi-platforms read as Boomi B2B/EDI Management (1), Boomi (Dell Boomi) in edi-platforms read as Boomi B2B/EDI Management (1), Boomi B2B/EDI in edi-platforms read as Boomi B2B/EDI Management (1), Broadcom (CA) Test Data Manager in data-masking-and-test-data read as Broadcom Test Data Manager (1), Broadcom (Clarity PPM) in it-financial-management read as Broadcom Clarity PPM (1), Broadcom (Symantec / CA Identity Suite) in identity-governance read as Symantec Identity Governance and Administration (1), Broadcom (Symantec / CA Privileged Access Management) in privileged-access-management read as Symantec Privileged Access Manager (1), Broadcom (Symantec PAM Legacy) in privileged-access-management read as Symantec Privileged Access Manager (1), Broadcom (VMware VeloCloud) in sd-wan read as VMware VeloCloud SD-WAN (1), Broadcom Symantec in endpoint-protection read as Symantec Endpoint Security (1), Broadcom Symantec Endpoint Security Complete in endpoint-detection-and-response read as Symantec Endpoint Security (1), Broadcom Symantec Endpoint Security Complete (SESC) in endpoint-protection read as Symantec Endpoint Security (1), Broadcom/VMware in sd-wan read as VMware VeloCloud SD-WAN (1), CATO Networks in sd-wan read as Cato SASE Cloud (1), Carbon Black in endpoint-detection-and-response read as VMware Carbon Black (1), Carbon Black (VMware) in endpoint-detection-and-response read as VMware Carbon Black (1), Carbonite (for small business) in backup-and-disaster-recovery read as Carbonite Safe (1), Cato in next-generation-firewalls read as Cato Networks Network Firewall (1), Cato in sd-wan read as Cato SASE Cloud (1), Check Point in api-security-platforms read as Check Point CloudGuard WAF (1), Check Point in cloud-native-application-protection read as Check Point CloudGuard (1), Check Point in cloud-security-posture-management read as Check Point CloudGuard (1), Check Point in endpoint-protection read as Check Point Harmony Endpoint (1), Check Point in sase-platforms read as Check Point Harmony SASE (1), Check Point (Dome9) in cloud-security-posture-management read as Check Point CloudGuard (1), Check Point (Harmony Email & Collaboration / Avanan) in email-security read as Check Point Harmony Email & Collaboration (1), Check Point (Quantum Spark) in next-generation-firewalls read as Check Point Quantum (1), Check Point (Quantum) in next-generation-firewalls read as Check Point Quantum (1), Check Point (Quantum/Quantum Force) in next-generation-firewalls read as Check Point Quantum (1), Check Point NGFW in next-generation-firewalls read as Check Point Quantum (1), Check Point Quantum Security Gateways in next-generation-firewalls read as Check Point Quantum (1), Check Point Software (Quantum / Infinity) in next-generation-firewalls read as Check Point Quantum (1), Checkmarx (Checkmarx One platform) in dynamic-application-security-testing read as Checkmarx One (1), Checkmarx (Checkmarx One) in application-security-posture-management read as Checkmarx One (1), Checkmarx (One) in static-application-security-testing read as Checkmarx One (1), Cisco in endpoint-protection read as Cisco Secure Endpoint (1), Cisco (Firepower / ThousandEyes) in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco (Secure Firewall / Firepower) in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco (Secure Firewall, formerly Firepower) in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco Firepower (with Threat Defense) in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco Industrial Threat Defense / Cyber Vision in ot-and-iot-security read as Cisco Cyber Vision (1), Cisco Meraki in network-monitoring-and-management read as Cisco Meraki Dashboard (1), Cisco Secure Firewall / Firepower in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco Secure Network Analytics, formerly Stealthwatch in network-detection-and-response read as Cisco Secure Network Analytics (1), Cisco StealthWatch in network-detection-and-response read as Cisco Secure Network Analytics (1), Cisco Tetration in microsegmentation read as Cisco Secure Workload (1), Cisco Webex Meetings in video-conferencing read as Cisco Webex (1), Citrix in unified-endpoint-management read as Citrix Endpoint Management (1), Citrix DaaS / Citrix Virtual Apps and Desktops in remote-support-and-remote-access read as Citrix DaaS (1), Citrix NetScaler (Cloud Software Group) in load-balancers read as Citrix ADC (1), Citrix Virtual Apps & Desktops (DaaS) in virtual-desktops read as Citrix DaaS (1), Citrix Virtual Apps and Desktops in remote-support-and-remote-access read as Citrix DaaS (1), Citrix Virtual Apps and Desktops (XenDesktop/XenApp) in remote-support-and-remote-access read as Citrix DaaS (1), Citrix Virtual Apps and Desktops (or Citrix DaaS) in remote-support-and-remote-access read as Citrix DaaS (1), Citrix XenServer (Cloud Software Group) in server-virtualization-platforms read as Citrix Hypervisor (1), Claroty (including Medigate) in ot-and-iot-security read as Claroty xDome (1), Claroty (xDome / CTD) in ot-and-iot-security read as Claroty xDome (1), Claroty (xDome Platform) in ot-and-iot-security read as Claroty xDome (1), Claroty (xDome Secure Access) in ot-and-iot-security read as Claroty xDome (1), Claroty (xDome/CTD platform) in ot-and-iot-security read as Claroty xDome (1), Cleo (Cleo MFT / Cleo Harmony / Cleo VLTrader) in managed-file-transfer read as Cleo Integration Cloud (1), Cleo (Harmony, VLTrader, LexiCom) in managed-file-transfer read as Cleo Integration Cloud (1), CloudWatch in log-management read as Amazon CloudWatch Logs (1), Cloudflare in api-management read as Cloudflare API Gateway (1), Cloudflare in application-shielding read as Cloudflare Application Security (1), Cloudflare in certificate-lifecycle-management read as Cloudflare Universal SSL (1), Cloudflare in llm-gateways-and-observability read as Cloudflare AI Gateway (1), Cloudflare (Cloudflare One / Zero Trust) in zero-trust-network-access read as Cloudflare One (1), Cloudflare (Cloudflare One) in sase-platforms read as Cloudflare One (1), Cloudflare (Cloudflare Zero Trust) in zero-trust-network-access read as Cloudflare One (1), Cloudflare (Enterprise) in bot-management read as Cloudflare Bot Management (1), Cloudflare (Enterprise) in load-balancers read as Cloudflare Load Balancing (1), Cloudflare (One) in sase-platforms read as Cloudflare One (1), Cloudflare Access (Zero Trust) in zero-trust-network-access read as Cloudflare One (1), Cloudflare Access (part of Cloudflare One) in zero-trust-network-access read as Cloudflare One (1), Cloudflare Application Security and Performance in application-shielding read as Cloudflare Application Security (1), Cloudflare Area 1 in email-security read as Cloudflare Email Security (1), Cloudflare Enterprise in load-balancers read as Cloudflare Load Balancing (1), Cloudflare Enterprise (Externa Packages) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare Enterprise (with Bot Management Add-on) in bot-management read as Cloudflare Bot Management (1), Cloudflare Enterprise WAF in web-application-firewalls read as Cloudflare WAF (1), Cloudflare Gateway in proxy-networks read as Cloudflare One (1), Cloudflare One/Access in zero-trust-network-access read as Cloudflare One (1), Cloudflare WAAP (Enterprise Tier) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare Zero Trust / Cloudflare Access in zero-trust-network-access read as Cloudflare One (1), Cloudfuze in microsoft-365-management read as CloudFuze Manage (1), Cofense (PhishMe + Cofense Learn) in security-awareness-training read as Cofense PhishMe (1), Cofense (PhishMe) in security-awareness-training read as Cofense PhishMe (1), ConnectWise (ScreenConnect) in remote-monitoring-and-management read as ConnectWise RMM (1), ConnectWise Automate / ConnectWise RMM in remote-monitoring-and-management read as ConnectWise RMM (1), Copilot Studio in enterprise-ai-assistants read as Microsoft Copilot Studio (1), Corelight (Open NDR) in network-detection-and-response read as Corelight Open NDR (1), Cribl (Now Branding as Bindplane Enterprise) in telemetry-pipelines read as Cribl Stream (1), CrowdStrike Falcon in cloud-security-posture-management read as CrowdStrike Falcon Cloud Security (1), CrowdStrike Falcon (Enterprise) in endpoint-detection-and-response read as CrowdStrike Falcon Insight (1), CrowdStrike Falcon (Enterprise/Elite tier) in endpoint-detection-and-response read as CrowdStrike Falcon Insight (1), CrowdStrike Falcon (Falcon Complete) in managed-detection-and-response read as CrowdStrike Falcon Complete (1), CrowdStrike Falcon (Insight XDR or Complete) in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), CrowdStrike Falcon (XDR and related modules) in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), CrowdStrike Falcon Cloud in cloud-security-posture-management read as CrowdStrike Falcon Cloud Security (1), CrowdStrike Falcon EPP in endpoint-protection read as CrowdStrike Falcon (1), CrowdStrike Falcon Endpoint Protection Platform in endpoint-protection read as CrowdStrike Falcon (1), CrowdStrike Falcon Intelligence / Adversary Intelligence in threat-intelligence-platforms read as CrowdStrike Falcon Intelligence (1), CrowdStrike Falcon Next-Gen Identity Security in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (1), CrowdStrike Falcon Next-Gen Identity Security / Falcon Identity Protection in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (1), CrowdStrike Falcon Platform in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), CrowdStrike Falcon platform in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), CyberArk (Conjur) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (Conjur) in secrets-management read as CyberArk Secrets Manager (1), CyberArk (Identity Security Platform) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (Idira) in workforce-identity-and-sso read as CyberArk Identity (1), CyberArk (Palo Alto Networks) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (Privilege Cloud) in identity-threat-detection-and-response read as CyberArk Identity Security Platform (1), CyberArk (incl. Venafi) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (incorporating Venafi) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (with Venafi integration) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (with Venafi) in non-human-identity-management read as CyberArk Identity Security Platform (1), Cyberark in secrets-management read as CyberArk Secrets Manager (1), Cybereason in extended-detection-and-response read as Cybereason Defense Platform (1), Cyware (Enterprise Intel Exchange) in threat-intelligence-platforms read as Cyware Intel Exchange (1), D3 Security (Morpheus) in soar-platforms read as D3 Security Smart SOAR (1), D3 Security (Smart SOAR / Morpheus AI) in soar-platforms read as D3 Security Smart SOAR (1), Databricks in workflow-orchestration read as Databricks Lakeflow Jobs (1), Databricks (Data Intelligence Platform) in ml-platforms read as Databricks Mosaic AI (1), Databricks (Lakehouse Architecture) in data-warehouses read as Databricks SQL (1), Databricks (Lakehouse) in data-warehouses read as Databricks SQL (1), Databricks (specifically its Mosaic AI offering) in ml-platforms read as Databricks Mosaic AI (1), Databricks (with MLflow) in ml-platforms read as Databricks Mosaic AI (1), Databricks SQL / Lakehouse in data-warehouses read as Databricks SQL (1), Datadog in cloud-security-posture-management read as Datadog Cloud Security Management (1), Datadog (High-Usage Scenarios) in error-and-crash-monitoring read as Datadog Error Tracking (1), Datadog (Log Management module) in log-management read as Datadog Log Management (1), Datadog (Synthetic Monitoring) in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (1), Datadog Cloud Security in cloud-security-posture-management read as Datadog Cloud Security Management (1), Datadog Security in siem-platforms read as Datadog Cloud SIEM (1), Delinea in secrets-management read as Delinea Secret Server (1), Delinea (Thycotic) in privileged-access-management read as Delinea Secret Server (1), Delinea (ex-ThycoticCentrify) in privileged-access-management read as Delinea Secret Server (1), Delinea (formerly Thycotic + Centrify) in privileged-access-management read as Delinea Secret Server (1), Delinea (formerly Thycotic) in secrets-management read as Delinea Secret Server (1), Delinea (formerly Thycotic/Centrify) in privileged-access-management read as Delinea Secret Server (1), Delinea (with StrongDM) in privileged-access-management read as Delinea Secret Server (1), Dell (PowerStore/PowerMax) in enterprise-storage-systems read as Dell Technologies (1), Dell ECS (Elastic Cloud Storage) in object-storage read as Dell ObjectScale (1), Dell EMC ECS in object-storage read as Dell ObjectScale (1), Dell EMC ECS (Elastic Cloud Storage) in object-storage read as Dell ObjectScale (1), Dell Technologies PowerProtect in backup-and-disaster-recovery read as Dell PowerProtect (1), Digital.ai in application-shielding read as Digital.ai Application Protection (1), Digital.ai (Arxan) in application-shielding read as Digital.ai Application Protection (1), Digital.ai (Cloudfoundry/HCL) in application-shielding read as Digital.ai Application Protection (1), Digital.ai (ex-Arxan) in application-shielding read as Digital.ai Application Protection (1), DigitalOcean in load-balancers read as DigitalOcean Load Balancers (1), DigitalOcean in managed-relational-databases read as DigitalOcean Managed Databases (1), Diligent (HighBond / Diligent One) in third-party-risk-management read as Diligent One (1), Domo (Domo Everywhere) in embedded-analytics read as Domo Everywhere (1), DoveRunner (AppSealing) in application-shielding read as DoveRunner AppSealing (1), DoveRunner (formerly AppSealing) in application-shielding read as DoveRunner AppSealing (1), Drone in ci-cd-platforms read as Drone CI (1), Druva (Resilience Cloud) in backup-and-disaster-recovery read as Druva Data Security Cloud (1), Druva Resilience Cloud in backup-and-disaster-recovery read as Druva Data Security Cloud (1), ELK Stack in observability-platforms read as Elastic Stack (1), ELK Stack (Elasticsearch + Logstash + Kibana) in log-management read as Elastic Stack (1), ESET in endpoint-protection read as ESET PROTECT (1), ESET PROTECT Enterprise in endpoint-detection-and-response read as ESET PROTECT (1), EfficientIP (SOLIDserver DDI) in ddi-and-ipam read as EfficientIP SOLIDserver (1), Elastic in aiops-platforms read as Elastic Observability (1), Elastic in extended-detection-and-response read as Elastic Security (1), Elastic (ELK Stack / Elastic Cloud) in log-management read as Elastic Stack (1), Elastic (Elasticsearch / Kibana) in log-management read as Elastic Stack (1), Elastic (Elasticsearch with Machine Learning) in aiops-platforms read as Elastic Observability (1), Elastic (OpenSearch/Elasticsearch) in observability-platforms read as Elastic Observability (1), Elastic Cloud in observability-platforms read as Elastic Observability (1), Elastic Cloud in siem-platforms read as Elastic Security (1), Elastic Cloud (ELK Stack) in log-management read as Elastic Stack (1), Elastic Cloud (Managed Elasticsearch) in log-management read as Elastic Stack (1), Elastic Cloud (formerly ELK) in application-performance-monitoring read as Elastic APM (1), Elastic Stack in telemetry-pipelines read as Elastic Observability (1), Elasticsearch in log-management read as Elastic Stack (1), Everbridge (BC in the Cloud) in business-continuity-management read as Everbridge 360 (1), Exabeam in soar-platforms read as Exabeam Incident Responder (1), ExtraHop (now part of Cisco) in network-detection-and-response read as ExtraHop RevealX (1), F5 (BIG-IP ASM / NGINX) in web-application-firewalls read as F5 BIG-IP Advanced WAF (1), F5 (BIG-IP Advanced WAF / Distributed Cloud WAF) in web-application-firewalls read as F5 BIG-IP Advanced WAF (1), F5 (F5 Advanced WAF / NGINX) in web-application-firewalls read as F5 BIG-IP Advanced WAF (1), F5 (Shape Security) in bot-management read as F5 Distributed Cloud Bot Defense (1), F5 (WAAP) in web-application-firewalls read as F5 BIG-IP Advanced WAF (1), Fabric in data-warehouses read as Microsoft Fabric Data Warehouse (1), Fastly in client-side-protection read as Fastly Client-Side Protection (1), Fastly (Next-Gen WAF) in web-application-firewalls read as Fastly Next-Gen WAF (1), Fastly (Signal Sciences) in web-application-firewalls read as Fastly Next-Gen WAF (1), FatPipe in sd-wan read as FatPipe SD-WAN (1), Feroot (PaymentGuard) in client-side-protection read as Feroot PaymentGuard (1), Fidelis Cybersecurity (Deception Solution / Elevate Platform) in deception-technology read as Fidelis Deception (1), Fidelis Security in deception-technology read as Fidelis Deception (1), Firebase in customer-identity-and-access-management read as Firebase Authentication (1), Flexera (CloudHealth) in cloud-cost-management read as Flexera One (1), Flexera (OneTrust FlexNet Manager) in it-asset-management read as Flexera One IT Asset Management (1), Flexera (ProsperOps) in cloud-cost-management read as Flexera One (1), Flexera One (FlexNet Manager Suite) in it-asset-management read as Flexera One IT Asset Management (1), Flexera One (with Snow Software) in it-asset-management read as Flexera One IT Asset Management (1), Forcepoint (formerly Websense) in data-loss-prevention read as Forcepoint DLP (1), Forcepoint DLP Suite in data-loss-prevention read as Forcepoint DLP (1), Forcepoint Data Loss Prevention in insider-risk-management read as Forcepoint DLP (1), Forcepoint Data Security / DLP in data-loss-prevention read as Forcepoint DLP (1), Forescout Platform in ot-and-iot-security read as Forescout Vistaro Platform (1), FortiCNAPP (Lacework) in cloud-security-posture-management read as Lacework FortiCNAPP (1), Fortinet in cloud-native-application-protection read as FortiCNAPP (1), Fortinet in email-security read as FortiMail (1), Fortinet (FortiClient) in zero-trust-network-access read as Fortinet Universal ZTNA (1), Fortinet (FortiGate & FortiNDR for OT) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (FortiSRA) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (Fortinet OT Security Platform) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (Fortinet Unified SASE) in sase-platforms read as Fortinet FortiSASE (1), Fortinet (SASE Connect) in sase-platforms read as Fortinet FortiSASE (1), Fortinet (incorporating Lacework) in cloud-native-application-protection read as FortiCNAPP (1), Fortinet FortiCNAPP in cloud-security-posture-management read as Lacework FortiCNAPP (1), Fortinet FortiGate NGFW in next-generation-firewalls read as Fortinet FortiGate (1), Fortra (Brand Protection & Digital Risk) in digital-risk-protection read as Fortra Brand Protection (1), Fortra (PhishLabs) in digital-risk-protection read as Fortra Brand Protection (1), Fortra Digital Guardian in data-loss-prevention read as Fortra DLP (1), Fortra's GoAnywhere MFT in managed-file-transfer read as Fortra GoAnywhere MFT (1), Fortra’s GoAnywhere MFT in managed-file-transfer read as Fortra GoAnywhere MFT (1), GCP Cloud LB in load-balancers read as GCP Cloud Load Balancing (1), GCP LB in load-balancers read as GCP Cloud Load Balancing (1), GCP Load Balancer in load-balancers read as GCP Cloud Load Balancing (1), Gcore in ddos-protection read as Gcore DDoS Protection (1), GitGuardian Platform in non-human-identity-management read as GitGuardian NHI Governance (1), GitHub in ai-coding-assistants read as GitHub Copilot (1), GitHub Code Security / CodeQL in static-application-security-testing read as GitHub Advanced Security (1), GitHub Code Security with CodeQL in static-application-security-testing read as GitHub Advanced Security (1), GitHub Container Registry (ghcr.io) in artifact-and-container-registries read as GitHub Packages (1), GitHub Enterprise Server (GHES) in source-control-hosting read as GitHub (1), GitHub Enterprise Server (self-hosted) in source-control-hosting read as GitHub (1), GitHub Packages/GHCR in artifact-and-container-registries read as GitHub Packages (1), GitLab in static-application-security-testing read as GitLab SAST (1), GitLab CI (EE) in ci-cd-platforms read as GitLab CI/CD (1), GitLab Enterprise in ci-cd-platforms read as GitLab CI/CD (1), GitLab Premium in ci-cd-platforms read as GitLab CI/CD (1), GitLab Premium/Ultimate in ci-cd-platforms read as GitLab CI/CD (1), GitLab SaaS in source-control-hosting read as GitLab (1), GitLab Self-Managed in ci-cd-platforms read as GitLab CI/CD (1), GitLab Ultimate in software-composition-analysis read as GitLab Dependency Scanning (1), GitLab Ultimate (or GitLab Enterprise) in ci-cd-platforms read as GitLab CI/CD (1), GitLab.com in ci-cd-platforms read as GitLab CI/CD (1), Globalscape EFT - Enhanced File Transfer in managed-file-transfer read as Globalscape EFT (1), Gloo in api-gateways read as Gloo Gateway (1), Google in ddos-protection read as Google Cloud Armor (1), Google Chronicle (now part of Google Security Operations) in siem-platforms read as Google Security Operations (1), Google Cloud Backup in backup-and-disaster-recovery read as Google Cloud Backup and DR Service (1), Google Data Catalog in data-catalogs-and-governance read as Google Cloud Data Catalog (1), Google SecOps in siem-platforms read as Google Security Operations (1), Google SecOps (Chronicle) in soar-platforms read as Google Security Operations SOAR (1), Google SecOps (formerly Chronicle) in siem-platforms read as Google Security Operations (1), Google SecOps (formerly Chronicle/Siemplify) in soar-platforms read as Google Security Operations SOAR (1), Google Security Operations (Chronicle) in soar-platforms read as Google Security Operations SOAR (1), Google Workspace (BeyondCorp Zero Trust) in multi-factor-authentication read as Google Workspace 2-Step Verification (1), Google Workspace security in email-security read as Google Workspace (1), Grafana in data-quality-and-observability read as Grafana Cloud (1), Grafana (LGTM stack) in application-performance-monitoring read as Grafana Cloud (1), Grafana Cloud Enterprise in observability-platforms read as Grafana (1), Grafana Stack in observability-platforms read as Grafana (1), Grafana Stack (self-hosted) in observability-platforms read as Grafana (1), GuardSquare in application-shielding read as Guardsquare DexGuard / iXGuard (1), GuardSquare DexGuard in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard + iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard / iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard for Android & iXGuard for iOS) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard for Android / iXGuard for iOS) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard for Android, iXGuard for iOS) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (formerly Promon SHIELD) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (iXGuard/DexGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare DexGuard in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare/DexGuard in application-shielding read as Guardsquare DexGuard / iXGuard (1), HPE (Aruba) in sd-wan read as HPE Aruba EdgeConnect (1), HPE Aruba (EdgeConnect) in sd-wan read as HPE Aruba EdgeConnect (1), HPE Aruba (Silver Peak) in sd-wan read as HPE Aruba EdgeConnect (1), HPE Aruba Networking EdgeConnect SD-WAN in sd-wan read as HPE Aruba EdgeConnect (1), HUMAN (formerly PerimeterX) in client-side-protection read as HUMAN Security (1), Harness Cost Management in cloud-cost-management read as Harness Cloud Cost Management (1), Harness Internal Developer Portal in internal-developer-portals read as Harness IDP (1), HashiCorp in non-human-identity-management read as HashiCorp Vault (1), HashiCorp (IBM) in non-human-identity-management read as HashiCorp Vault (1), HashiCorp (Vault/Boundary) in non-human-identity-management read as HashiCorp Vault (1), HashiCorp (now IBM) in non-human-identity-management read as HashiCorp Vault (1), Horizon3.ai (NodeZero) in breach-and-attack-simulation read as Horizon3.ai NodeZero (1), Horizon3.ai (NodeZero) in penetration-testing-as-a-service read as Horizon3.ai NodeZero (1), HubSpot in it-service-management read as HubSpot Service Hub (1), Huntress in ai-soc-agents read as Huntress Managed EDR (1), Huntress in security-awareness-training read as Huntress Managed Security Awareness Training (1), Huntress Managed Security Awareness in security-awareness-training read as Huntress Managed Security Awareness Training (1), IBM in grc-platforms read as IBM OpenPages (1), IBM in workforce-identity-and-sso read as IBM Verify (1), IBM (Storage Scale) in object-storage read as IBM Cloud Object Storage (1), IBM Aspera Managed File Transfer in managed-file-transfer read as IBM Aspera (1), IBM Cloud Kubernetes in managed-kubernetes-platforms read as IBM Cloud Kubernetes Service (1), IBM Cloudability, formerly Apptio Cloudability in cloud-cost-management read as IBM Apptio Cloudability (1), IBM Guardium DSPM in data-security-posture-management read as IBM Guardium (1), IBM NS1 (formerly NS1) in managed-dns read as IBM NS1 Connect (1), IBM Security Guardium in data-security-posture-management read as IBM Guardium (1), IBM Sterling (formerly IBM Sterling File Gateway) in managed-file-transfer read as IBM Sterling Secure File Transfer (1), IBM Sterling MFT in managed-file-transfer read as IBM Sterling Secure File Transfer (1), Illumio (Illumio Core & CloudSecure) in microsegmentation read as Illumio Segmentation (1), Illumio (SaaS/Core) in microsegmentation read as Illumio Segmentation (1), Illumio (Zero Trust Segmentation) in microsegmentation read as Illumio Segmentation (1), Imperva (Advanced Bot Protection) in bot-management read as Imperva Advanced Bot Protection (1), Imperva (Advanced DDoS Protection) in ddos-protection read as Imperva DDoS Protection (1), Imperva (Cloud WAF or WAF Gateway) in web-application-firewalls read as Imperva Cloud WAF (1), Imperva (Incapsola) in ddos-protection read as Imperva DDoS Protection (1), Imperva (Incapsula) in bot-management read as Imperva Advanced Bot Protection (1), Imperva (Incapsula) in ddos-protection read as Imperva DDoS Protection (1), Imperva (SecureSphere / Advanced Bot Protection) in bot-management read as Imperva Advanced Bot Protection (1), Imperva (by Akamai) in ddos-protection read as Imperva DDoS Protection (1), Imperva (by Thales) in ddos-protection read as Imperva DDoS Protection (1), Imperva (by Thales) in web-application-firewalls read as Imperva Cloud WAF (1), Imperva (formerly Incapsula) in ddos-protection read as Imperva DDoS Protection (1), Imperva (incapsula) in ddos-protection read as Imperva DDoS Protection (1), Imperva Bot Protection in bot-management read as Imperva Advanced Bot Protection (1), Imperva WAF (WAAP) in web-application-firewalls read as Imperva Cloud WAF (1), Imperva WAF (part of Thales Group) in web-application-firewalls read as Imperva Cloud WAF (1), Infoblox BloxOne DDI or Universal DDI in ddi-and-ipam read as Infoblox Universal DDI (1), Informatica (Axon Data Governance + Enterprise Data Catalog) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (CDG) in data-virtualization read as Informatica Intelligent Data Management Cloud (1), Informatica (CDGC / IDMC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (Cloud Data Masking / Test Data Management) in data-masking-and-test-data read as Informatica Intelligent Data Management Cloud (1), Informatica (Data Integration & Virtualization) in data-virtualization read as Informatica Intelligent Data Management Cloud (1), Informatica (EDC/CDGC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (Enterprise Edition) in master-data-management read as Informatica MDM (1), Informatica (IDMC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (IDMC/CLAIRE) in data-quality-and-observability read as Informatica Intelligent Data Management Cloud (1), Informatica (IDMC/EDC/CDGC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (IDMC/Enterprise Data Catalog) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (IDQ) in data-quality-and-observability read as Informatica Intelligent Data Management Cloud (1), Informatica (Multidomain MDM / IDMC) in master-data-management read as Informatica MDM (1), Informatica (PowerCenter/IDMC) in etl-and-elt read as Informatica Intelligent Data Management Cloud (1), Informatica (Salesforce) in master-data-management read as Informatica MDM (1), Informatica (from Salesforce) in master-data-management read as Informatica MDM (1), Informatica IDMC in master-data-management read as Informatica MDM (1), Informatica Intelligent Data Management Cloud in master-data-management read as Informatica MDM (1), Informatica Intelligent MDM in master-data-management read as Informatica MDM (1), Informatica MDM & 360 Applications in master-data-management read as Informatica MDM (1), Informatica MDM / Customer 360 / Product 360 in master-data-management read as Informatica MDM (1), Informatica MDM / IDMC in master-data-management read as Informatica MDM (1), Informatica MDM / Informatica Intelligent Data Management Cloud in master-data-management read as Informatica MDM (1), Informatica MDM / Intelligent Data Management Cloud (IDMC) in master-data-management read as Informatica MDM (1), Informatica PowerCenter / IDMC in etl-and-elt read as Informatica Intelligent Data Management Cloud (1), Intezer (AI SOC) in ai-soc-agents read as Intezer AI SOC (1), Intezer Forensic AI SOC in ai-soc-agents read as Intezer AI SOC (1), Inuvika in virtual-desktops read as Inuvika OVD Enterprise (1), Invicti (formerly Netsparker) in application-security-posture-management read as Invicti ASPM (1), Island Browser (Island MDM) in enterprise-browsers read as Island Enterprise Browser (1), Ivanti (Endpoint Manager / EPMM / Sentry) in unified-endpoint-management read as Ivanti Neurons for UEM (1), Ivanti (Neurons / Endpoint Manager) in it-asset-management read as Ivanti Neurons for ITAM (1), Ivanti (Neurons) in patch-management read as Ivanti Neurons for Patch Management (1), Ivanti (formerly Cherwell) in it-service-management read as Ivanti Neurons for ITSM (1), Ivanti ITSM in it-service-management read as Ivanti Neurons for ITSM (1), Ivanti ITSM (formerly Tempo) in it-service-management read as Ivanti Neurons for ITSM (1), Ivanti Neurons for Patches in patch-management read as Ivanti Neurons for Patch Management (1), JFrog in artifact-and-container-registries read as JFrog Artifactory (1), JSCAPE MFT (by Redwood) in managed-file-transfer read as JSCAPE MFT Server (1), Jira in it-service-management read as Jira Service Management (1), Juniper (Apstra) in data-center-networking read as Juniper Networks (1), Juniper (Now HPE) in data-center-networking read as Juniper Networks (1), Juniper (now HPE) in data-center-networking read as Juniper Networks (1), Juniper Mist (AI-NAC) in network-access-control read as Juniper Mist Access Assurance (1), Juniper Networks in sd-wan read as Juniper Session Smart Routing (SSR) / Mist SD-WAN (1), Juniper/Mist in sd-wan read as Juniper Session Smart Routing (SSR) / Mist SD-WAN (1), Kaseya in unified-endpoint-management read as Kaseya VSA (1), Kaseya (Datto RMM & VSA 10) in remote-monitoring-and-management read as Kaseya VSA (1), Keeper in privileged-access-management read as KeeperPAM (1), Keeper (Enterprise) in business-password-managers read as Keeper Security (1), Keeper Business Starter in business-password-managers read as Keeper Security (1), Keeper Security (Privileged Access Management) in privileged-access-management read as KeeperPAM (1), Kong (Enterprise Edition) in api-security-platforms read as Kong Gateway (1), Kong (Enterprise) in api-gateways read as Kong Gateway (1), Kong (Gateway/Konnect) in api-gateways read as Kong Gateway (1), Kong (Kong Gateway / Kong Konnect) in api-gateways read as Kong Gateway (1), Kong (Kong Inc.) in api-management read as Kong Gateway (1), Kong (Konnect or Enterprise) in api-gateways read as Kong Gateway (1), Kong (Konnect) in api-management read as Kong Gateway (1), Kong Enterprise in api-security-platforms read as Kong Gateway (1), Lacework (FortiCNAPP) in cloud-security-posture-management read as Lacework FortiCNAPP (1), Lacework (Fortinet FortiCNAPP) in cloud-native-application-protection read as FortiCNAPP (1), Lacework (now FortiCNAPP) in cloud-security-posture-management read as Lacework FortiCNAPP (1), Lacework (now part of FortiCNAPP by Fortinet) in cloud-security-posture-management read as Lacework FortiCNAPP (1), Lacework / FortiCNAPP in cloud-security-posture-management read as Lacework FortiCNAPP (1), Lakera (by Check Point) in ai-security-platforms read as Lakera Guard (1), Lakera (or CalypsoAI) in ai-security-platforms read as Lakera Guard (1), Layer7 in api-gateways read as Broadcom Layer7 API Gateway (1), Linode in managed-kubernetes-platforms read as Linode Kubernetes Engine (1), Loadbalancer.org's Enterprise ADC in load-balancers read as Loadbalancer.org Enterprise ADC (1), MSP360 in backup-and-disaster-recovery read as MSP360 Managed Backup (1), MailStore in communications-archiving-and-compliance read as MailStore Server (1), ManageEngine in business-password-managers read as ManageEngine Password Manager Pro (1), Mandiant in attack-surface-management read as Mandiant Attack Surface Management (1), Mandiant in breach-and-attack-simulation read as Mandiant Security Validation (1), Mandiant (part of Google Cloud) in threat-intelligence-platforms read as Mandiant Threat Intelligence (1), Mandiant Advantage (Google Cloud) in threat-intelligence-platforms read as Mandiant Threat Intelligence (1), Mandiant Advantage (Google) in threat-intelligence-platforms read as Mandiant Threat Intelligence (1), Material in email-security read as Material Security (1), McAfee in data-loss-prevention read as McAfee DLP (1), McAfee (Trellix) in data-loss-prevention read as McAfee DLP (1), Mend (Sonatype) in software-composition-analysis read as Mend.io (1), Mend (formerly WhiteSource) in static-application-security-testing read as Mend SAST (1), MetricStream (GRC Suite) in business-continuity-management read as MetricStream Business Continuity Management (1), Mezmo (Active Telemetry) in telemetry-pipelines read as Mezmo Telemetry Pipeline (1), Microsoft in business-phone-systems read as Microsoft Teams Phone (1), Microsoft in cloud-security-posture-management read as Microsoft Defender for Cloud (1), Microsoft (Entra ID protections) in identity-threat-detection-and-response read as Microsoft Entra ID (1), Microsoft (Microsoft 365-centric native XDR) in extended-detection-and-response read as Microsoft Defender XDR (1), Microsoft (Native SSPM) in saas-security-posture-management read as Microsoft Defender for Cloud Apps (1), Microsoft Azure in object-storage read as Azure Blob Storage (1), Microsoft Defender in email-security read as Microsoft Defender for Office 365 (1), Microsoft Defender in extended-detection-and-response read as Microsoft Defender XDR (1), Microsoft Defender Experts in managed-detection-and-response read as Microsoft Defender Experts for XDR (1), Microsoft Defender Suite in extended-detection-and-response read as Microsoft Defender XDR (1), Microsoft Entra in workforce-identity-and-sso read as Microsoft Entra ID (1), Microsoft Intune / Autopatch in patch-management read as Microsoft Intune (1), Microsoft Intune/Autopatch in patch-management read as Microsoft Intune (1), Microsoft MDS in master-data-management read as Microsoft Master Data Services (1), Microsoft Purview (formerly Microsoft Information Protection) in data-loss-prevention read as Microsoft Purview DLP (1), Microsoft System Center Configuration Manager (SCCM) in patch-management read as Microsoft Configuration Manager (1), Microsoft Threat Intelligence in threat-intelligence-platforms read as Microsoft Defender Threat Intelligence (1), Mimecast (Advanced Email Security) in email-security read as Mimecast Email Security (1), Mimecast (Archive Module) in communications-archiving-and-compliance read as Mimecast Cloud Archive (1), Mimecast (Cloud Archive) in communications-archiving-and-compliance read as Mimecast Cloud Archive (1), Mimecast Incydr (formerly Code42) in insider-risk-management read as Code42 Incydr (1), MinIO (now AIStor) in object-storage read as MinIO AIStor (1), MinIO (self-hosted) in object-storage read as MinIO AIStor (1), MinIO (specifically the free/Community Edition) in object-storage read as MinIO AIStor (1), Mitratech in grc-platforms read as Mitratech Alyne (1), MongoDB in vector-databases read as MongoDB Atlas Vector Search (1), MongoDB Atlas in vector-databases read as MongoDB Atlas Vector Search (1), MongoDB Atlas (Dedicated Tiers) in nosql-databases read as MongoDB (1), Motadata in data-center-infrastructure-management read as Motadata ObserveOps (1), Motadata in infrastructure-monitoring read as Motadata ObserveOps (1), MuleSoft (Salesforce Anypoint Partner Manager) in edi-platforms read as MuleSoft Anypoint Platform (1), MuleSoft (Salesforce) in workflow-orchestration read as MuleSoft Anypoint Platform (1), MuleSoft (by Salesforce) in api-management read as MuleSoft Anypoint Platform (1), MuleSoft (by Salesforce) in edi-platforms read as MuleSoft Anypoint Platform (1), MuleSoft (part of Salesforce) in api-management read as MuleSoft Anypoint Platform (1), MuleSoft Anypoint API Manager in api-gateways read as MuleSoft Anypoint Platform (1), NETSCOUT (Arbor) in ddos-protection read as NETSCOUT Arbor (1), NVIDIA (Spectrum-X Platform) in data-center-networking read as NVIDIA Spectrum-X (1), NetApp (AFF A-Series with ONTAP) in enterprise-storage-systems read as NetApp AFF (1), NetApp (AFF Series) in enterprise-storage-systems read as NetApp AFF (1), NetApp (AFF, ASA, Cloud Volumes) in enterprise-storage-systems read as NetApp AFF (1), NetApp (AFF/A-Series) in enterprise-storage-systems read as NetApp AFF (1), NetApp (ONTAP/AFF systems) in enterprise-storage-systems read as NetApp AFF (1), NetApp AFF A-Series in enterprise-storage-systems read as NetApp AFF (1), Netskope (Netskope One / SASE) in sase-platforms read as Netskope One (1), Netskope (Netskope One SASE) in sase-platforms read as Netskope One (1), Netskope (Netskope Private Access / Netskope One) in zero-trust-network-access read as Netskope Private Access (1), Netskope (Netskope Private Access) in zero-trust-network-access read as Netskope Private Access (1), Netskope (New Edge) in sase-platforms read as Netskope One (1), New Relic (Errors Inbox / APM) in error-and-crash-monitoring read as New Relic Errors Inbox (1), New Relic (Logs module) in log-management read as New Relic Logs (1), New Relic (Standard Edition) in error-and-crash-monitoring read as New Relic Errors Inbox (1), Nexpose (non-InsightVM) in vulnerability-management-platforms read as Rapid7 InsightVM (1), Nexthink (Nexthink Infinity) in digital-employee-experience read as Nexthink Infinity (1), Nicus (on ServiceNow) in it-financial-management read as Nicus ITFM Platform (1), NinjaOne Patch Management in patch-management read as NinjaOne Autonomous Patch Management (1), NinjaRMM in patch-management read as NinjaOne Autonomous Patch Management (1), Nlyte (by Carrier Global) in data-center-infrastructure-management read as Nlyte DCIM (1), Nlyte (now Carrier Global) in data-center-infrastructure-management read as Nlyte DCIM (1), Nlyte (now part of Carrier Global) in data-center-infrastructure-management read as Nlyte DCIM (1), Nlyte Software (by Carrier) in data-center-infrastructure-management read as Nlyte DCIM (1), Nozomi Networks (Guardian/Vantage) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks (Vantage & Guardian) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks (Vantage / Guardian) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nucleus in vulnerability-management-platforms read as Nucleus Security (1), Nutanix (ACI/HCI) in server-virtualization-platforms read as Nutanix AHV (1), Nutanix (AHV / Nutanix Cloud Platform) in server-virtualization-platforms read as Nutanix AHV (1), Nutanix (AHV hypervisor) in server-virtualization-platforms read as Nutanix AHV (1), Nutanix (AHV-based hyperconverged platform) in server-virtualization-platforms read as Nutanix AHV (1), Nutanix AHV + HCI in server-virtualization-platforms read as Nutanix AHV (1), Nutanix Cloud Infrastructure (NCI) with its Acropolis Hypervisor (AHV) in server-virtualization-platforms read as Nutanix AHV (1), Nutanix Cloud Platform in server-virtualization-platforms read as Nutanix AHV (1), Nutanix Cloud Platform (AHV-based HCI) in server-virtualization-platforms read as Nutanix AHV (1), Nutanix Cloud Platform (with AHV Hypervisor) in server-virtualization-platforms read as Nutanix AHV (1), Nutanix Cloud Platform with AHV in server-virtualization-platforms read as Nutanix AHV (1), ONES.com in it-documentation read as ONES Wiki (1), Okta (Security Suite) in identity-threat-detection-and-response read as Okta Identity Threat Protection (1), Okta Adaptive MFA (Workforce Identity Cloud) in multi-factor-authentication read as Okta Verify (1), Okta Identity Threat Protection with Okta AI in identity-threat-detection-and-response read as Okta Identity Threat Protection (1), Okta Workforce Identity Cloud (Adaptive MFA) in multi-factor-authentication read as Okta Verify (1), Omnissa in unified-endpoint-management read as Omnissa Workspace ONE (1), Omnissa (VMware Horizon) in virtual-desktops read as Omnissa Horizon (1), Omnissa (VMware) Horizon in virtual-desktops read as Omnissa Horizon (1), Omnissa (formerly VMware Horizon) in virtual-desktops read as Omnissa Horizon (1), One Identity (Safeguard) in privileged-access-management read as One Identity Safeguard (1), OneLogin by One Identity in multi-factor-authentication read as OneLogin MFA (1), OneSpan App Shielding in application-shielding read as OneSpan Mobile Application Shielding (1), OneSpan Mobile App Shielding in application-shielding read as OneSpan Mobile Application Shielding (1), OneTrust (TPRM / Tech Risk and Compliance Module) in third-party-risk-management read as OneTrust Third-Party Risk Management (1), OneTrust (Vendor Risk Management Module) in third-party-risk-management read as OneTrust Third-Party Risk Management (1), OneTrust (core TPRM module) in third-party-risk-management read as OneTrust Third-Party Risk Management (1), OneTrust AI in ai-governance-platforms read as OneTrust AI Governance (1), OpenText (Legacy Global VAN) in edi-platforms read as OpenText Trading Grid (1), OpenText Business Communication Archive in communications-archiving-and-compliance read as OpenText Core Business Communication Archive (1), OpenText Business Network / Trading Grid in edi-platforms read as OpenText Trading Grid (1), OpenText Business Network Cloud in edi-platforms read as OpenText Trading Grid (1), OpenText WebInspect (Fortify) in dynamic-application-security-testing read as OpenText Fortify WebInspect (1), OpenText WebInspect (ex-Micro Focus) in dynamic-application-security-testing read as OpenText Fortify WebInspect (1), Oracle in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle in data-virtualization read as Oracle Data Virtualization (1), Oracle in object-storage read as Oracle Cloud Infrastructure Object Storage (1), Oracle Cloud in object-storage read as Oracle Cloud Infrastructure Object Storage (1), Oracle Cloud (OCI) in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle Cloud Infrastructure (OCI in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle Cloud Infrastructure – OCI in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle Database Cloud Service in managed-relational-databases read as Oracle Base Database Service (1), PRTG in network-detection-and-response read as Paessler PRTG Network Monitor (1), PRTG (Paessler) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), PRTG Network Monitor in network-detection-and-response read as Paessler PRTG Network Monitor (1), PRTG Network Monitor (by Paessler) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), PRTG Network Monitor by Paessler in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), Paessler PRTG in network-detection-and-response read as Paessler PRTG Network Monitor (1), Palantir (AIP) in ml-platforms read as Palantir Foundry (1), Palo Alto in managed-detection-and-response read as Unit 42 Managed Detection and Response (1), Palo Alto in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto in sase-platforms read as Palo Alto Networks Prisma SASE (1), Palo Alto in sd-wan read as Palo Alto Networks Prisma SD-WAN (1), Palo Alto (Prisma Cloud) in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto (Strata) in microsegmentation read as Palo Alto Networks (1), Palo Alto (Talon) in enterprise-browsers read as Palo Alto Networks (1), Palo Alto Cortex in extended-detection-and-response read as Palo Alto Networks Cortex XDR (1), Palo Alto Enterprise DLP in data-loss-prevention read as Palo Alto Networks Enterprise DLP (1), Palo Alto Networks in cloud-security-posture-management read as Prisma Cloud (1), Palo Alto Networks in identity-threat-detection-and-response read as Palo Alto Networks Cortex XSIAM (1), Palo Alto Networks in zero-trust-network-access read as Palo Alto Networks Prisma Access (1), Palo Alto Networks (Cortex Cloud/Prisma Cloud) in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks (Cortex MDR) in managed-detection-and-response read as Unit 42 Managed Detection and Response (1), Palo Alto Networks (Cortex XDR) in managed-detection-and-response read as Unit 42 Managed Detection and Response (1), Palo Alto Networks (Cortex XSIAM & CyberArk) in identity-threat-detection-and-response read as Palo Alto Networks Cortex XSIAM (1), Palo Alto Networks (Cortex XSOAR) in soar-platforms read as Cortex XSOAR (1), Palo Alto Networks (Cortex Xpanse) in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks (NGFW) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PA-Series / Strata) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PAN-OS) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (Panorama/PA series) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (Prisma Access/NGFW) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (Prisma Cloud / Cortex Cloud) in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks (Prisma Cloud DSPM / formerly Dig Security) in data-security-posture-management read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks (Prisma Cloud and Cortex Cloud) in data-security-posture-management read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks (Prisma Cloud) in data-security-posture-management read as Palo Alto Networks Cortex Cloud (1), Palo Alto Networks (Prisma) in sd-wan read as Palo Alto Networks Prisma SD-WAN (1), Palo Alto Networks (Unit42) in managed-detection-and-response read as Unit 42 Managed Detection and Response (1), Palo Alto Networks (VM-Series / Software NGFW) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks Prisma Access ZTNA in zero-trust-network-access read as Palo Alto Networks Prisma Access (1), Palo Alto Networks Security NGFW in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto PA-Series in next-generation-firewalls read as Palo Alto Networks PA-Series (1), Palo Alto Prisma Cloud / Cortex Cloud in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Pentaho (Community Edition) in etl-and-elt read as Pentaho Data Integration (1), Peplink SD-WAN in sd-wan read as Peplink (1), Ping in customer-identity-and-access-management read as Ping Identity (1), Ping Identity (IGA components) in identity-governance read as Ping Identity Governance (1), Ping Identity (for Governance) in identity-governance read as Ping Identity Governance (1), Ping Identity / PingOne for Customers in customer-identity-and-access-management read as Ping Identity (1), Planview in it-financial-management read as Planview Portfolios (1), Planview (Clarity PPM) in it-financial-management read as Planview Portfolios (1), Planview (Portfolios + PPM) in it-financial-management read as Planview Portfolios (1), Portnox (Cloud NAC) in network-access-control read as Portnox Cloud (1), PostgreSQL in vector-databases read as pgvector (1), PostgreSQL (`pgvector`) in vector-databases read as pgvector (1), PreEmptive (Dotfuscator/DashO) in application-shielding read as PreEmptive Dotfuscator (1), Prisma Browser (by Palo Alto Networks) in enterprise-browsers read as Prisma Access Browser (1), Progress MOVEit (Transfer & Automation) in managed-file-transfer read as Progress MOVEit Transfer (1), Progress MOVEit (Transfer/Cloud) in managed-file-transfer read as Progress MOVEit Transfer (1), Promon (Promon SHIELD) in application-shielding read as Promon SHIELD (1), Proofpoint (Enterprise Archive) in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (1), Proofpoint (Enterprise Threat Protection) in email-security read as Proofpoint Email Protection (1), Proofpoint (Threat Protection Platform) in email-security read as Proofpoint Email Protection (1), Proofpoint (Trend Micro) in email-security read as Proofpoint Email Protection (1), Proofpoint (Wombat) in security-awareness-training read as Proofpoint ZenGuide (1), Proofpoint (ZenGuide) in security-awareness-training read as Proofpoint ZenGuide (1), Proofpoint (ZenGuide/ThreatSim) in security-awareness-training read as Proofpoint ZenGuide (1), Proofpoint (with PhishLabs) in digital-risk-protection read as Proofpoint Digital Risk Protection (1), Proofpoint Digital Communications Governance Archive in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (1), Proofpoint Enterprise (TAP) in email-security read as Proofpoint Email Protection (1), Proofpoint Essentials in email-security read as Proofpoint Email Protection (1), Proofpoint Insider Threat in insider-risk-management read as Proofpoint Insider Threat Management (1), Proofpoint's Enterprise Communications Archive in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (1), Proton in business-password-managers read as Proton Pass (1), Pure Storage (FlashArray // Purity) in enterprise-storage-systems read as Pure Storage FlashArray (1), Pure Storage (FlashArray, FlashBlade) in enterprise-storage-systems read as Pure Storage FlashArray (1), Pure Storage (FlashArray, now under Everpure branding in some reports) in enterprise-storage-systems read as Pure Storage FlashArray (1), Pure Storage (FlashArray//XL or //X) in enterprise-storage-systems read as Pure Storage FlashArray (1), Purview in data-security-posture-management read as Microsoft Purview (1), Qualys (Enterprise TruRisk Platform / VMDR) in vulnerability-management-platforms read as Qualys VMDR (1), Qualys (VMDR - Vulnerability Management, Detection & Response) in vulnerability-management-platforms read as Qualys VMDR (1), Qualys (Vulnerability Management, DR) in vulnerability-management-platforms read as Qualys VMDR (1), Qualys Web App Scanning in dynamic-application-security-testing read as Qualys Web Application Scanning (1), RSA Identity Governance & Lifecycle in identity-governance read as RSA Governance & Lifecycle (1), Radware in load-balancers read as Radware Alteon (1), Radware (DefensePro & Cloud DDoS) in ddos-protection read as Radware Cloud DDoS Protection (1), Radware DDoS Protection in ddos-protection read as Radware Cloud DDoS Protection (1), Rapid7 in siem-platforms read as Rapid7 InsightIDR (1), Rapid7 (InsightVM & InsightIDR) in deception-technology read as Rapid7 InsightIDR (1), Rapid7 (InsightVM / Insight Platform) in vulnerability-management-platforms read as Rapid7 InsightVM (1), Rapid7 (InsightVM / InsightCloudSec) in vulnerability-management-platforms read as Rapid7 InsightVM (1), Rapid7 (InsightVM) in vulnerability-management-platforms read as Rapid7 InsightVM (1), Rapid7 (Managed Threat Complete) in managed-detection-and-response read as Rapid7 MDR (1), Recorded Future (Standard Tier) in threat-intelligence-platforms read as Recorded Future Intelligence Cloud (1), Red Hat Advanced Cluster Security (ACS) in container-and-kubernetes-security read as Red Hat Advanced Cluster Security for Kubernetes (1), Remedy in it-service-management read as BMC Helix ITSM (1), Render in managed-relational-databases read as Render Postgres (1), Riskonnect (Castellan) in business-continuity-management read as Riskonnect Business Continuity & Resilience (1), Riskonnect (via Castellan) in business-continuity-management read as Riskonnect Business Continuity & Resilience (1), Riskonnect Business Continuity in business-continuity-management read as Riskonnect Business Continuity & Resilience (1), Riverbed in sd-wan read as Riverbed SteelConnect (1), Riverbed (SteelConnect/SteelHead) in sd-wan read as Riverbed SteelConnect (1), SAP in grc-platforms read as SAP GRC (1), SAP in robotic-process-automation read as SAP Build Process Automation (1), SAP Master Data Governance, MDG in master-data-management read as SAP Master Data Governance (1), SCCM (System Center Configuration Manager) in patch-management read as Microsoft Configuration Manager (1), SCCM (standalone) in patch-management read as Microsoft Configuration Manager (1), SailPoint (Identity Security Cloud / IdentityIQ) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint (IdentityNow / IdentityIQ) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint (IdentityNow/Atlas) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint (legacy / on-prem IdentityIQ / Identity Security Cloud – older releases) in identity-governance read as SailPoint Identity Security Cloud (1), Salesforce in ai-it-support-agents read as Salesforce Agentforce (1), Salesforce (Informatica) in master-data-management read as Informatica MDM (1), Salesforce/Informatica in master-data-management read as Informatica MDM (1), Saviynt (Enterprise Identity Cloud) in identity-governance read as Saviynt Enterprise Identity Cloud (1), Scaleway in managed-kubernetes-platforms read as Scaleway Kapsule (1), Sectigo in non-human-identity-management read as Sectigo Certificate Manager (1), Sectigo (Certificate Management) in certificate-lifecycle-management read as Sectigo Certificate Manager (1), Sectigo (Certificate Manager, aggressive on automation) in certificate-lifecycle-management read as Sectigo Certificate Manager (1), Sectigo (formerly Comodo) in certificate-lifecycle-management read as Sectigo Certificate Manager (1), SecureW2 in certificate-lifecycle-management read as SecureW2 JoinNow (1), SecureWorks (Taegis XDR) in managed-detection-and-response read as Secureworks Taegis ManagedXDR (1), Securonix (Unified Defense SIEM) in siem-platforms read as Securonix Unified Defense SIEM (1), Semarchy (XDM Platform) in master-data-management read as Semarchy xDM (1), SentinelOne in attack-surface-management read as SentinelOne ASM (1), SentinelOne in threat-intelligence-platforms read as SentinelOne Singularity (1), SentinelOne (Client-Side Protection) in client-side-protection read as SentinelOne Singularity Endpoint (1), SentinelOne (Singularity Platform) in ai-security-platforms read as SentinelOne Singularity (1), SentinelOne (Singularity) in client-side-protection read as SentinelOne Singularity Endpoint (1), SentinelOne (Starling / Singularity) in managed-detection-and-response read as SentinelOne Singularity MDR (1), SentinelOne (formerly Attivo Networks) in deception-technology read as SentinelOne Singularity (1), SentinelOne (powered by Prompt Security) in ai-security-platforms read as SentinelOne Singularity (1), SentinelOne (with Attivo Networks integration, now Singularity Hologram) in deception-technology read as SentinelOne Singularity (1), SentinelOne Identity in identity-threat-detection-and-response read as SentinelOne Singularity Identity (1), SentinelOne Singularity Enterprise in endpoint-detection-and-response read as SentinelOne Singularity (1), SentinelOne Singularity Platform in endpoint-detection-and-response read as SentinelOne Singularity (1), Sentinelone (purple Ai) in ai-soc-agents read as SentinelOne Singularity (1), ServiceNow (Enterprise Architecture Workspace) in enterprise-architecture-tools read as ServiceNow Enterprise Architecture (1), ServiceNow (IT Asset Management Pro) in it-asset-management read as ServiceNow IT Asset Management (1), ServiceNow (IT Asset Management module) in it-asset-management read as ServiceNow IT Asset Management (1), ServiceNow (ITBM / Strategic Portfolio Management) in it-financial-management read as ServiceNow IT Financial Management (1), ServiceNow (ITFM + ITSM) in it-financial-management read as ServiceNow IT Financial Management (1), ServiceNow (ITFM / Strategic Portfolio Management) in it-financial-management read as ServiceNow IT Financial Management (1), ServiceNow (ITOM Predictive AIOps) in aiops-platforms read as ServiceNow ITOM (1), ServiceNow (ITSM Module) in incident-management-and-on-call read as ServiceNow ITSM (1), ServiceNow (ITSM) in incident-management-and-on-call read as ServiceNow ITSM (1), ServiceNow (Supplier Risk Management) in third-party-risk-management read as ServiceNow Third-Party Risk Management (1), ServiceNow (with Now Assist) in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow AI Agents / Virtual Agent in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow IT Service Management in incident-management-and-on-call read as ServiceNow ITSM (1), ServiceNow Now Assist / AI Agents in ai-it-support-agents read as ServiceNow Now Assist (1), Slack in video-conferencing read as Slack Huddles (1), Slack (Huddles/Video) in video-conferencing read as Slack Huddles (1), Smallstep (open‑source) in certificate-lifecycle-management read as Smallstep Certificate Manager (1), Smarsh (Connected Archive) in communications-archiving-and-compliance read as Smarsh Enterprise Archive (1), Smarsh (including TeleMessage) in communications-archiving-and-compliance read as Smarsh Enterprise Archive (1), Snowflake (Cortex / Snowpark) in ml-platforms read as Snowflake Cortex AI (1), Snowflake (Cortex AI) in ml-platforms read as Snowflake Cortex AI (1), Snowflake (with Snowpark/Cortex) in ml-platforms read as Snowflake Cortex AI (1), Snowflake ML in ml-platforms read as Snowflake Cortex AI (1), Snyk (Snyk Open Source) in software-composition-analysis read as Snyk Open Source (1), Snyk Team in software-composition-analysis read as Snyk Open Source (1), SolarWinds in it-service-management read as SolarWinds Service Desk (1), SolarWinds Serv-U in managed-file-transfer read as SolarWinds Serv-U MFT (1), SolarWinds Serv-U (Managed File Transfer) in managed-file-transfer read as SolarWinds Serv-U MFT (1), Sonatype (Lifecycle/SBOM Manager) in software-composition-analysis read as Sonatype Lifecycle (1), Sophos in client-side-protection read as Sophos Intercept X (1), Sophos in email-security read as Sophos Email (1), Sophos (Intercept X) in endpoint-detection-and-response read as Sophos Intercept X (1), Sophos Endpoint in endpoint-detection-and-response read as Sophos Intercept X (1), Sophos Endpoint (Intercept X) in endpoint-protection read as Sophos Intercept X (1), Sophos Endpoint / Intercept X in endpoint-detection-and-response read as Sophos Intercept X (1), Sophos Endpoint / Intercept X in endpoint-protection read as Sophos Intercept X (1), Sophos Intercept X Advanced in endpoint-detection-and-response read as Sophos Intercept X (1), Sophos Intercept X Endpoint in endpoint-protection read as Sophos Intercept X (1), Sophos XGS in next-generation-firewalls read as Sophos Firewall (1), Spiceworks in it-asset-management read as Spiceworks Inventory (1), Spiceworks in it-service-management read as Spiceworks Cloud Help Desk (1), SplashTop in remote-support-and-remote-access read as Splashtop Remote Support (1), Splashtop (Enterprise/Remote Support) in remote-support-and-remote-access read as Splashtop Remote Support (1), Splashtop (Remote Support / SOS) in remote-support-and-remote-access read as Splashtop Remote Support (1), Splashtop (consumer versions) in remote-support-and-remote-access read as Splashtop Remote Support (1), Splunk (Enterprise Security) in ai-soc-agents read as Splunk Enterprise Security (1), Splunk (Splunk Security Essentials/Phantom) in soar-platforms read as Splunk SOAR (1), Splunk (now Cisco) in siem-platforms read as Splunk Enterprise Security (1), Splunk Cloud in siem-platforms read as Splunk Enterprise Security (1), Splunk Cloud Platform in siem-platforms read as Splunk Enterprise Security (1), Splunk Enterprise in siem-platforms read as Splunk Enterprise Security (1), Splunk Observability Cloud APM in application-performance-monitoring read as Splunk Observability Cloud (1), Splunk SOAR, formerly Phantom in soar-platforms read as Splunk SOAR (1), Stellar Cyber in ai-soc-agents read as Stellar Cyber Open XDR (1), Stellar Cyber (Open XDR) in extended-detection-and-response read as Stellar Cyber Open XDR (1), Stellar Cyber (open XDR) in extended-detection-and-response read as Stellar Cyber Open XDR (1), Stibo Systems (STEP Platform) in master-data-management read as Stibo Systems STEP (1), Stonebranch UAC (Universal Automation Center) in workflow-orchestration read as Stonebranch Universal Automation Center (1), Sucuri in web-application-firewalls read as Sucuri WAF (1), Supabase in customer-identity-and-access-management read as Supabase Auth (1), Symantec (Broadcom) in data-loss-prevention read as Symantec Data Loss Prevention (1), Symantec EDR in endpoint-detection-and-response read as Symantec Endpoint Security (1), Synology in enterprise-storage-systems read as Synology NAS (1), Sysdig (Sysdig Secure) in container-and-kubernetes-security read as Sysdig Secure (1), TIBCO Data Virtualization, TDV in data-virtualization read as TIBCO Data Virtualization (1), Tableau Embedded (by Salesforce) in embedded-analytics read as Tableau Embedded Analytics (1), TeamViewer in digital-employee-experience read as TeamViewer DEX (1), Tenable (Nessus/Nexpose) in cloud-security-posture-management read as Tenable Cloud Security (1), Tenable (Nessus/One Exposure Management) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Tenable Vulnerability Management / Tenable One) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Tenable.ot / Tenable One) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (especially Tenable.io and Tenable.sc) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable One / Tenable ASM in attack-surface-management read as Tenable Attack Surface Management (1), Tenable One – Attack Surface Management in attack-surface-management read as Tenable Attack Surface Management (1), Tenable.ot (formerly OpSec) in ot-and-iot-security read as Tenable OT Security (1), Teradata (Cloud) in data-warehouses read as Teradata Vantage (1), Terranova in security-awareness-training read as Terranova Security (1), Terranova (Fortra) in security-awareness-training read as Terranova Security (1), Thoughtspot in embedded-analytics read as ThoughtSpot Embedded (1), Tibco in data-virtualization read as TIBCO Data Virtualization (1), Tools4ever in identity-governance read as Tools4ever HelloID (1), Trellix (McAfee) DLP in data-loss-prevention read as Trellix DLP (1), Trellix (RSA NetWitness) in network-detection-and-response read as Trellix NDR (1), Trellix (formerly McAfee + FireEye) in endpoint-detection-and-response read as Trellix EDR (1), Trellix (formerly McAfee Enterprise) in endpoint-protection read as Trellix Endpoint Security Suite (1), Trellix (formerly McAfee) in endpoint-detection-and-response read as Trellix EDR (1), Trellix (formerly McAfee) in endpoint-protection read as Trellix Endpoint Security Suite (1), Trellix (formerly McAfee) in extended-detection-and-response read as Trellix XDR (1), Trellix Data Loss Prevention (formerly McAfee Total Protection for DLP) in data-loss-prevention read as Trellix DLP (1), Trellix Endpoint Security in endpoint-detection-and-response read as Trellix EDR (1), Trend Micro (Cloud One - Container Security) in container-and-kubernetes-security read as Trend Micro (Trend) Container Security (1), Trend Micro (Trend Micro XDR) in extended-detection-and-response read as Trend Vision One (1), Trend Micro (Vision One / Apex One) in endpoint-protection read as Trend Micro Apex One (1), Trend Micro (VisionGuard/TippingPoint NDR) in network-detection-and-response read as Trend Vision One (1), Trend Micro (Zero Trust XDR / Wavelength) in cloud-native-application-protection read as Trend Micro Cloud One (1), Trend Micro Vision One XDR in extended-detection-and-response read as Trend Vision One (1), TrueCommerce EDI Solutions in edi-platforms read as TrueCommerce EDI (1), UiPath (Document Understanding / IXP) in intelligent-document-processing read as UiPath Document Understanding (1), UiPath (Document Understanding) in intelligent-document-processing read as UiPath Document Understanding (1), UiPath (IXP - Intelligent Xtraction Platform) in intelligent-document-processing read as UiPath Document Understanding (1), UiPath (Intelligent Document Processing / IXP) in intelligent-document-processing read as UiPath Document Understanding (1), UiPath (UiPath IXP) in intelligent-document-processing read as UiPath Document Understanding (1), UiPath (formerly ProcessGold) in process-mining read as UiPath Process Mining (1), Upguard in digital-risk-protection read as UpGuard BreachSight (1), VMware (Broadcom) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (VeloCloud) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (now part of Broadcom) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (now under Broadcom) in server-virtualization-platforms read as VMware vSphere (1), VMware Aria Cost in cloud-cost-management read as VMware Tanzu CloudHealth (1), VMware Aria Cost (formerly CloudHealth by VMware) in cloud-cost-management read as VMware Tanzu CloudHealth (1), VMware Aria Cost (formerly CloudHealth) in cloud-cost-management read as VMware Tanzu CloudHealth (1), VMware Tanzu Kubernetes Grid (TKG) in managed-kubernetes-platforms read as VMware Tanzu (1), VMware VeloCloud (now Broadcom) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware by Broadcom (VMware Secure Access) in sase-platforms read as VMware SASE (1), VMware vSphere ESXi in server-virtualization-platforms read as VMware vSphere (1), Valence in saas-security-posture-management read as Valence Security (1), Vectra in identity-threat-detection-and-response read as Vectra AI (1), Veeam (Backup) in microsoft-365-management read as Veeam Data Cloud for Microsoft 365 (1), Veracode (Application Protection Platform) in dynamic-application-security-testing read as Veracode DAST (1), Veracode (by Broadcom) in static-application-security-testing read as Veracode Static Analysis (1), Veracode Secure Code Training in secure-code-training read as Veracode Security Labs (1), Verimatrix App Shield in application-shielding read as Verimatrix Application Shielding (1), Veritas (Arctera Enterprise Vault) in communications-archiving-and-compliance read as Veritas Enterprise Vault (1), Veritas (NetBackup) in backup-and-disaster-recovery read as Veritas Alta Data Protection (1), Veritas Technologies in backup-and-disaster-recovery read as Veritas Alta Data Protection (1), Vimeo Enterprise in streaming-platforms read as Vimeo Livestream (1), Vonage (An Ericsson Company) in communications-apis read as Vonage Communications APIs (1), Vonage (Nexmo) in communications-apis read as Vonage Communications APIs (1), Vonage (VONA) in communications-apis read as Vonage Communications APIs (1), WSO2 in api-gateways read as WSO2 API Manager (1), Wasabi Technologies in object-storage read as Wasabi Object Storage (1), Webroot in endpoint-protection read as Webroot Business Endpoint Protection (1), WorkOS in feature-flags read as WorkOS Feature Flags (1), YouTube in streaming-platforms read as YouTube Live (1), Zendesk (Zendesk AI) in ai-it-support-agents read as Zendesk AI Agents (1), Zendesk (specifically the "Answer Bot" / AI Agents) in ai-it-support-agents read as Zendesk AI Agents (1), Zendesk AI Agent in ai-it-support-agents read as Zendesk AI Agents (1), Zoom (Zoom One / Zoom Phone) in business-phone-systems read as Zoom Phone (1), Zscaler (Canonic) in saas-security-posture-management read as Zscaler SSPM (1), Zscaler (Internet Access + Private Access) in sase-platforms read as Zscaler Zero Trust Exchange (1), Zscaler (Private Access - ZPA) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (SSPM module in Zscaler Posture Control) in saas-security-posture-management read as Zscaler SSPM (1), Zscaler (ZPA + ZIA) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (Zero Trust Exchange / Workload Communications) in microsegmentation read as Zscaler Private Access (1), Zscaler (Zero Trust Exchange SASE) in sase-platforms read as Zscaler Zero Trust Exchange (1), Zscaler (Zero Trust Exchange) in sase-platforms read as Zscaler Zero Trust Exchange (1), Zscaler (Zero Trust Exchange) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (Zscaler Private Access - ZPA) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (Zscaler Private Access / Zscaler B2B) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler Data Protection (DLP) in data-loss-prevention read as Zscaler Internet Access (1), Zyte (formerly Scrapinghub) in proxy-networks read as Zyte API (1), doit in cloud-cost-management read as DoiT Cloud Intelligence (1), eesel in ai-it-support-agents read as eesel AI (1), minIO in object-storage read as MinIO AIStor (1), open-appsec/CloudGuard in web-application-firewalls read as open-appsec (1) Combined answers split into one label per product: 1Password / Bitwarden, API7 / APISIX, API7/APISIX, ARIS/Signavio (SAP), ARM/Bicep, AWS API Gateway & Amazon API Gateway, AWS Bedrock/Azure API Mgmt/Apigee, AWS CDK / CloudFormation, AWS CDK/CloudFormation, AWS CloudFormation + AWS CDK, AWS DynamoDB / DocumentDB, AWS Glue / Azure Data Factory, AWS Kinesis / Amazon MSK, AWS Kinesis/MSK, AWS MSK/Kinesis, AWS RDS / Amazon Aurora, AWS WAF + Shield Advanced, AWS X-Ray / CloudWatch, AWS X-Ray and CloudWatch, AWS/Azure/GCP, Abnormal/Forcepoint, Airbrake/Honeybadger, Akamai / Noname, Akamai API Security / F5 Distributed Cloud, Akamai/Guardicore, Akamai/LayerX, Amazon CodeWhisperer / Amazon Q Developer, Amazon Managed Streaming for Kafka (MSK) / Amazon Kinesis, Amazon Quick / Amazon Q Business, Amazon RDS / Amazon Aurora, Amplitude & Statsig, Apache APISIX/HAProxy, Apache Airflow/Prefect, Apache Cassandra / DataStax, Apache Kafka / Confluent, AppSealing/DoveRunner, Appian / Pega, Apptio/CloudHealth, Archer/Archer IRM, Arctera / Veritas Enterprise Vault (on-premises), Argo/Temporal, Arista/Awake Security, Arista/Broadcom, Aruba/Sangfor, Arxan / F5, Astronomer/Airflow, Atlassian Bamboo/Bitbucket, Atlassian Bamboo/Bitbucket Pipelines, Atlassian Opsgenie / Jira Service Management, Atlassian Opsgenie/Jira Service Mgmt, Atlassian/Opsgenie, AuditBoard / Optro, Auth0 / Okta CIC, Azure AD / Microsoft Entra, Azure ARM / Bicep, Azure Bicep / ARM Templates, Azure Bicep/ARM Templates, Azure Cosmos DB + Synapse, Azure Cost Management + Microsoft Cost Management, Azure DevOps / Azure Pipelines, Azure DevOps / Azure Repos, Azure Front Door / Azure CDN, Azure Local / Azure Stack HCI, Azure Repos / Azure DevOps, Azure Resource Manager / ARM templates, Azure SQL Database / Azure SQL Managed Instance, Azure Synapse / Microsoft Fabric, BMC Helix ITSM / BMC Remedy, BigPanda / Moogsoft (APEX AIOps), BindPlane / BindPlane OP, Bitbucket/Atlassian, Bitsight/Cybersixgill, Black Duck / Synopsys, Boomi/MuleSoft, Brave/Firefox Enterprise, Bridgecrew/Checkov, Broadcom / Symantec Data Loss Prevention, Broadcom / VMware NSX (vDefend), Broadcom/Symantec Endpoint Security Complete, Burp Suite Enterprise / Burp Suite DAST, CData / Data Virtuality, CData Connect Cloud / CData Connect, CData Virtuality / Data Virtuality, Calico / Cilium, Cassandra / DataStax Astra, Cassandra / DataStax Enterprise, Check Point + Lakera, Check Point/Avanan, Checkmarx / HCL AppScan, Checkmarx / OpenText, Checkmarx One / Checkmarx SAST, Checkmarx One / Checkmarx SCA, Chrome Enterprise / Chrome Enterprise Premium, Chrome Enterprise Core + Chrome Enterprise Premium, Chrome Enterprise Premium / Chrome Enterprise Core, Cisco + Astrix Security, Cisco / Astrix Security, Cisco Duo Security / Cisco Secure Access by Duo, Cisco Prime Infrastructure/Catalyst, Cisco Secure Access / Cisco SASE, Cisco Secure Access / Cisco SASE (Umbrella + SD-WAN), Cisco Secure Access / Duo, Cisco Umbrella / Cisco Secure Access – DNS Defense, Cisco Umbrella / OpenDNS, Cisco Unified Communications Manager (CUCM) / Webex Calling, Cisco/Splunk, Cisco/Trellix, Citrix/NetScaler, Claude Code / Claude, Claude Enterprise / Claude Code, Claude/Anthropic, ClickHouse and Prometheus, CloudBees/Jenkins, CloudHealth by Broadcom / VMware Aria Cost, CloudHealth by VMware/Broadcom, CloudHealth/VMware, Cloudflare DDoS Protection / Magic Transit, Cloudflare One / Cloudflare Gateway, Cloudflare Zero Trust / Cloudflare One, Code42/Mimecast Incydr, Confluent / Confluent Cloud, Confluent Cloud & Confluent Platform, Confluent Cloud / Apache Kafka, Confluent Platform / Confluent Cloud, ConnectWise / ScreenConnect, ConnectWise Automate / ScreenConnect / ConnectWise RMM, ConnectWise Control / ScreenConnect, ConnectWise Control/ScreenConnect, ConnectWise ScreenConnect / ConnectWise Control, Console / Atomicwork, Corma/Zygon, Coro/Metomic, CouchDB/Couchbase, CrowdStrike Falcon / Falcon Insight XDR, CrowdStrike Falcon Cloud Security / Adaptive Shield, CrowdStrike Falcon Surface / Falcon Exposure Management, CrowdStrike Falcon XDR / Falcon Insight XDR, CyberArk / Idira, CyberArk / Venafi, CyberArk Conjur / CyberArk Secrets Manager, CyberArk Identity Security Platform / Conjur, CyberArk/Astrix, Cycode/Jit, Cyera + Oasis Security, Databricks + Unity Catalog, Delinea / Thycotic, Delinea/Thycotic, Delphix / Perforce Delphix, DigiCert Trust Lifecycle Manager / DigiCert ONE, Diligent / 3rdRisk, Drata/Vanta, ELK/Splunk, ESET/IBM QRadar XDR, Elastic / self-managed ELK, Elastic Cloud / OpenSearch, Elastic Observability / Elasticsearch, Elastic Stack / Elastic, Elastic Stack / Elastic Cloud, Elastic Stack/Fluentd, Elastic/ELK, Elasticsearch / Elastic Stack, Elasticsearch/Loki, Envoy/Istio, Everbridge 360 / Everbridge 360 AI Prepare, Exabeam and LogRhythm, F5 BIG-IP / F5 Distributed Cloud, F5 BIG-IP / F5 NGINX Plus, F5/Dyn, Fidelis Security & LinkShadow, Firebase Realtime Database / Firestore, Firefly / Facets, Flexential/DataBank, Flexera / Snow Software, Flexera One / ServiceNow SAM, Flexera One / Snow Atlas, Fluentd / Fluent Bit, Fortify/Coverity, Fortinet FortiGate / FortiGate-VM, Fortinet FortiNDR / FortiNDR Cloud, Fortinet Unified SASE / FortiSASE, Freshservice (Freshworks) + FireHydrant, Freshservice + Freddy AI, Freshservice / Freshdesk, Freshworks/Freshservice, Fusion Risk Management / Fusion Enterprise Resilience Platform, GitHub Enterprise + GitHub Actions, GitHub Enterprise Cloud / GitHub Enterprise Server, GitHub/GitHub Enterprise Server, GitHub/GitLab Packages, GitLab/GitHub Packages, Glean / Slite Agent, Google Apigee X / Apigee, Google Chrome Enterprise / Chrome Enterprise Premium, Google Cloud / BigQuery, Google Cloud Apigee / Apigee X, Google Cloud Billing & Cost Explorer, Google Cloud Data Fusion / BigQuery, Google Cloud Vertex AI / Gemini Enterprise Agent Platform, Google GKE Enterprise/Anthos, Google Kubernetes Engine (GKE) & GKE Enterprise, Google Vertex AI / Gemini Enterprise Agent Platform, Grafana + Alloy, Grafana + Tempo + Prometheus, Grafana Cloud / Grafana Loki, Grafana Cloud / Mimir, Grafana Cloud / Prometheus, Grafana Enterprise / Grafana Labs, Grafana Enterprise / LGTM Stack, HCL BigFix / IBM BigFix, HCP Terraform / Terraform Enterprise, Harness Feature Flags / Split.io, Harness/Apollo, HashiCorp Boundary + Vault, HashiCorp Vault / Boundary, HashiCorp Vault / HCP Vault Dedicated, HashiCorp Vault/Boundary, Hewlett Packard Enterprise/Aruba, Hudu/IT Glue, Humio / CrowdStrike Falcon LogScale, IBM Cloudability / Apptio Cloudability, IBM Data Virtualization / IBM Cloud Pak for Data, IBM FinOps Suite / Cloudability, IBM InfoSphere Optim / IBM Optim Data Privacy, IBM OpenPages / Archer, IBM Security / FireEye (Mandiant), IBM Sterling B2B Integration / IBM Sterling, IBM Sterling B2B Integrator / IBM Sterling, IBM Sterling Secure File Transfer / IBM Sterling File Gateway, Imperva / Radware, Imperva Bot Management / Imperva Application Security Platform, Imperva SecureSphere / Incapsula, Imperva WAF / Imperva Application Security Platform, Imperva/Akamai, InfluxDB / InfluxDB 3, InfluxDB 3 / InfluxDB Cloud, InfluxDB 3 Enterprise / InfluxDB Enterprise, Infoblox DDI & BloxOne DDI, Infoblox NIOS / BloxOne DDI, Infoblox NIOS DDI / BloxOne DDI, Informatica / Talend (legacy), Informatica IDMC / Informatica, Informatica Intelligent Data Management Cloud / Informatica CDGC, Informatica Intelligent Data Management Cloud / Informatica Data Quality, Informatica PowerCenter / Informatica Cloud, Intezer/Exaforce, Intune + Windows Autopatch, Invicti Enterprise / Acunetix Enterprise, Istio/Calico, Ivanti Neurons / Endpoint Central, Jenkins + CloudBees (Enterprise Support), Jenkins/CloudBees, Jira Service Management (JSM) / Atlassian, Jira Service Management + Confluence (Atlassian), Jira Service Management / Opsgenie, Juniper Mist/Aruba, Juniper Networks / HPE, KVM / Red Hat Virtualization, Kandji / Mosyle, Kaseya / Datto, Kaseya VSA/Datto RMM, Keyfactor/Venafi, KnowBe4/SANS Security Awareness, Kong Enterprise / Kong Gateway, Kong Gateway / Kong Enterprise, Kong Gateway Enterprise / Kong Konnect, Kong Gateway/Kong Konnect, Kong Gateway/Konnect, Kubeflow/MLflow, Lacework/Fortinet FortiCNAPP, Lansweeper / Device42, Mandiant / Google Threat Intelligence, Mandiant/Google Cloud, Mandiant/Google Cloud Security, McAfee / Trellix, McAfee/Trellix DLP, Mend.io / Mend SCA, Mezmo/LogDNA, Micro Focus/NetIQ Identity Manager, Microsoft / Azure AI Document Intelligence, Microsoft 365 Copilot / Copilot Chat, Microsoft Azure Data Factory (ADF) / Microsoft Fabric, Microsoft Azure Front Door/Azure CDN, Microsoft Azure SQL Database / Azure SQL Managed Instance, Microsoft Azure Stack HCI + Hyper-V, Microsoft Configuration Manager (SCCM)/Microsoft Intune, Microsoft Copilot / Copilot Studio, Microsoft Defender / Entra ID, Microsoft Defender XDR / Defender for Endpoint, Microsoft Defender XDR / Defender for Office 365 / Defender for Cloud Apps, Microsoft Defender for Endpoint / Defender for Cloud, Microsoft Defender for Identity / Microsoft Defender XDR, Microsoft Defender for Identity/Entra, Microsoft Entra ID (P2) + Microsoft Authenticator, Microsoft Entra ID + Microsoft Defender for Identity, Microsoft Entra ID / Azure AD, Microsoft Entra ID / Entra ID Governance, Microsoft Entra ID / Microsoft Entra MFA, Microsoft Entra ID/Azure AD, Microsoft Fabric / Azure Synapse Analytics, Microsoft Intune + Defender for Office 365, Microsoft Intune + SCCM, Microsoft Intune / Configuration Manager + Windows Autopatch, Microsoft Intune / Microsoft Endpoint Manager, Microsoft Intune / SCCM, Microsoft Intune and Configuration Manager, Microsoft Intune and Windows Autopatch, Microsoft Intune/Azure AD, Microsoft MECM / Configuration Manager, Microsoft Power Platform / Power Automate, Microsoft SQL Server and Azure SQL DDM, Microsoft Sentinel + Copilot, Microsoft Sentinel + Defender, Microsoft Sentinel + Security Copilot, Microsoft Sentinel / Microsoft Security, Microsoft SharePoint/Teams, Microsoft Teams + Teams Phone, Microsoft Viva + Intune, Microsoft Windows 365/Azure Virtual Desktop, MongoDB Atlas / MongoDB Enterprise, MongoDB/PostgreSQL (as TSDB), Mozilla Firefox ESR / Firefox Enterprise, NS1 (IBM)/Constellix, NS1/Akamai Edge DNS, NVIDIA/Mellanox, Nagios / Nagios XI, Nagios Core / Nagios XI, Nagios Core/Nagios XI, Netskope Private Access / Netskope One Private Access, Nginx/Envoy, Noname Security / Akamai API Security, Normalyze/Proofpoint, Nutanix Cloud Platform / Nutanix AHV, OWASP ZAP / Burp Suite (Community/Pro), Okta Customer Identity / Auth0, Okta Customer Identity Cloud / Auth0, Omnissa Workspace ONE UEM / VMware Workspace ONE, OneLogin / Auth0 Enterprise, OneLogin / One Identity, OneTrust GRC / OneTrust Tech Risk and Compliance, OpenTelemetry/Grafana/Elastic, OpenText / Black Duck Continuous Dynamic, OpenText / Globalscape Enhanced File Transfer (EFT), OpenText Trading Grid / OpenText Business Network, Opsgenie / Atlassian, Optro, formerly AuditBoard / FairNow, Optro/AuditBoard, Oracle Data Safe / Oracle Data Masking and Subsetting, Orbus iServer / OrbusInfinity, Palo Alto Cortex XDR/XSIAM, Palo Alto Cortex and Unit 42, Palo Alto Networks / CyberArk / Venafi, Palo Alto Networks / Prisma AIRS, Palo Alto Networks / Prisma Access, Palo Alto Networks / Prisma SD-WAN, Palo Alto Networks Cortex XDR / Cortex XSIAM, Palo Alto Networks Cortex XDR / XSIAM, Palo Alto Networks Cortex XSIAM / Cortex AgentiX, Palo Alto Networks Cortex XSOAR / Cortex AgentiX, Palo Alto Networks PA-Series / Prisma Access, Palo Alto Networks Prisma Cloud / Cortex Cloud, Palo Alto Networks Unit 42 MDR / Cortex XDR, Palo Alto Networks/Talon, Palo Alto Prisma Access Browser/Talon, Palo Alto Talon / Seraphic, Pentaho Data Integration/Kettle, Perforce / Informatica TDM, Perimeter 81 / NTT, Ping / ForgeRock, Ping Identity & ForgeRock, Ping Identity + PerimeterX, Ping Identity / OneLogin, Ping Identity/ForgeRock, PingOne for Workforce / Ping Identity, Plivo / Telnyx, Portkey / Prisma AIRS, Portkey/LiteLLM, PostgreSQL/pgvector, Prefect/Dagster, Prisma Cloud / Cortex Cloud (by Palo Alto Networks), Prometheus/Grafana OSS, Proofpoint ZenGuide / Proofpoint Security Awareness Training, Proofpoint/Illusive, Qlik Talend / Talend Cloud, Qlik Talend Cloud / Talend Data Fabric, RSA / Archer, RSA SecurID / RSA ID Plus, Ramp/Plaid, Rancher / SUSE Rancher Prime, Rapid7 Nexpose / InsightVM, Red Hat Developer Hub / Backstage, Red Hat OpenShift / ACS, Red Hat Virtualization (RHEV) / oVirt, Red Hat Virtualization (RHV) / Red Hat OpenShift Virtualization, Red Hat Virtualization / SUSE Linux Enterprise Server (KVM), Red Hat/KVM, Redis / Redis Stack, RingCentral Ultra / RingEX, SAFE / SAFE One, SAP HANA / SAP HANA Cloud, SAP LeanIX / BlueDolphin, SAP MDG/Reltio, SAS Data Quality / SAS Viya, SCCM/WSUS, SUSE Rancher / RKE2, SailPoint / Entro Security, SailPoint / Saviynt, Salesforce / Apromore, Secureframe / Thoropass, Security Journey / Kontra + Courses, Self-Hosted Prometheus + Thanos + Grafana OSS, SentinelOne Purple AI / Athena, SentinelOne/Attivo, SentinelOne/Attivo Networks ThreatDefend, ServiceNow & Armis, ServiceNow AI agents + Moveworks, ServiceNow IRM / ServiceNow GRC, ServiceNow Now Assist + Moveworks, SigNoz/Uptrace, Smarsh / Global Relay, Smokescreen / Zscaler Deception, Snow Software / Flexera One ITAM, Snow Software/Snow Atlas, Snowflake / Databricks, Snowflake Horizon Catalog / Select Star, Soda / Soda Core, Soda/Anomalo, Software AG/Alfabet, SolarWinds Network Performance Monitor / SolarWinds NTA, SolarWinds Network Performance Monitor / SolarWinds Observability, SolarWinds Orion / SolarWinds Network Performance Monitor, SonarQube Cloud / SonarQube Server, Sophos Intercept X / Sophos Endpoint, Sophos Intercept X / Sophos XDR, SourceDefense/Reflectiz, Split.io / Harness FME, Split.io / Harness Feature Management & Experimentation, Splunk AIOps / Dynatrace, Splunk APM / Splunk Observability Cloud, Splunk AppDynamics / Splunk Observability, Splunk Enterprise/Splunk Cloud, Splunk Observability / Splunk Enterprise, Spotify Portal / Backstage, Starburst / Trino, Starburst Enterprise / Starburst Galaxy, Starburst/Trino, Sumsub/Veriff, Symantec DLP / Broadcom, Synapse/Fabric, Sysdig Secure & Falco, Talend / Qlik Talend Cloud, Talend Data Fabric / Talend, Talend/MuleSoft, TeamViewer ONE / TeamViewer DEX, TeamViewer Tensor / TeamViewer ONE, Tekton/ArgoCD, Tenable Vulnerability Management / Tenable One, Tenable.io / Qualys, Tenable/InsightVM, Terraform Enterprise/HCP Terraform, Thanos/Prometheus, Thycotic/Delinea, Timescale/TigerData, TimescaleDB / TigerData, TimescaleDB/Tiger Data, Trellix / McAfee, Trellix / McAfee Enterprise, Trend Micro Vision One / TrendAI, Tungsten Automation / Kofax, Twistlock/Trend Micro, USU / Serviceware, UiPath Document Understanding / UiPath IXP, UiPath Process Intelligence / UiPath Process Mining, UnderDefense MAXI / UnderDefense, VMware Carbon Black / Carbon Black Cloud, VMware Tanzu / Intune (Microsoft), VMware VeloCloud / VMware SD-WAN, VMware Workspace ONE UEM / Omnissa, VMware/HPE Aruba EdgeConnect, VMware/Omnissa Workspace ONE, VMware/VMware SASE SD-WAN, Vanta / Drata, Vanta/Drata, Vanta/Drata/Hyperproof, Vault + Boundary, Veeam / Securiti AI, Veeam Data Platform / Veeam Backup & Replication, Venafi / CyberArk Venafi, Venafi/Keyfactor, Vercara/DigiCert, Veritas / Dell, Vertiv Trellis / Environet, Viptela/Catalyst SD-WAN, Vonage/Ericsson, Windows 365 Enterprise / Azure Virtual Desktop, Wiz CNAPP / Wiz CSPM, WorkOS/SSOJet, Zabbix / Prometheus + Grafana, Zabbix/Checkmk, Zabbix/Nagios, Zendesk AI + Forethought, Zerto/Zero Networks, Zilliz Cloud / Milvus, Zilliz Cloud/Milvus, Zoho Analytics/Luzmo, Zscaler Deception/Smokescreen, Zscaler Internet Access (ZIA) and Zscaler Private Access (ZPA), Zscaler Private Access / Zscaler Zero Trust Exchange, Zscaler Workload Segmentation / Zscaler Zero Trust Exchange, Zscaler Zero Trust Exchange / Zscaler Private Access, Zscaler Zero Trust Exchange / Zscaler Private Access (ZPA), Zscaler Zero Trust Exchange / Zscaler SASE, Zscaler/Red Canary, hCaptcha / reCAPTCHA, usecure/Hoxhunt, xMatters / Everbridge ## Appendix: loose paraphrase stability - Claude Haiku 4.5: a direct first choice kept as first choice or alternative in 50 of 126 categories (40%); differing under the strict rule: ai-coding-assistants, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-native-application-protection, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-monitoring-and-management, next-generation-firewalls, nosql-databases, observability-platforms, penetration-testing-as-a-service, privileged-access-management, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secure-code-training, security-awareness-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, unified-endpoint-management, vector-databases, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - GPT-5.4 mini: a direct first choice kept as first choice or alternative in 92 of 136 categories (68%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, application-performance-monitoring, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, cloud-security-posture-management, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-center-infrastructure-management, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, deception-technology, digital-risk-protection, dns-filtering, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, grc-platforms, identity-threat-detection-and-response, identity-verification, infrastructure-as-code, infrastructure-monitoring, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, llm-gateways-and-observability, log-management, managed-detection-and-response, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, microsoft-365-management, ml-platforms, multi-factor-authentication, network-detection-and-response, network-monitoring-and-management, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, sase-platforms, sd-wan, secure-code-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, telemetry-pipelines, third-party-risk-management, time-series-databases, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - Gemini 3.5 Flash: a direct first choice kept as first choice or alternative in 112 of 136 categories (82%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, breach-and-attack-simulation, business-continuity-management, business-phone-systems, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-native-application-protection, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, customer-identity-and-access-management, cyber-risk-quantification, data-center-infrastructure-management, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, ddi-and-ipam, deception-technology, dns-filtering, embedded-analytics, endpoint-protection, enterprise-ai-assistants, enterprise-browsers, enterprise-storage-systems, extended-detection-and-response, feature-flags, grc-platforms, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-as-code, insider-risk-management, intelligent-document-processing, it-asset-management, it-documentation, llm-gateways-and-observability, load-balancers, managed-detection-and-response, managed-file-transfer, master-data-management, microsoft-365-management, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, proxy-networks, saas-security-posture-management, sd-wan, secure-code-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, video-conferencing, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - Perplexity Sonar: a direct first choice kept as first choice or alternative in 96 of 136 categories (71%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-password-managers, ci-cd-platforms, client-side-protection, cloud-security-posture-management, colocation-providers, communications-apis, compliance-automation, customer-identity-and-access-management, data-center-infrastructure-management, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, edi-platforms, embedded-analytics, endpoint-protection, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, grc-platforms, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, microsoft-365-management, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, object-storage, patch-management, penetration-testing-as-a-service, remote-support-and-remote-access, saas-security-posture-management, sase-platforms, secure-code-training, server-virtualization-platforms, software-composition-analysis, third-party-risk-management, vector-databases, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - Grok 4.1 Fast: a direct first choice kept as first choice or alternative in 109 of 136 categories (80%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-security-platforms, application-shielding, attack-surface-management, bot-management, breach-and-attack-simulation, business-continuity-management, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, data-center-infrastructure-management, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, digital-employee-experience, digital-risk-protection, email-security, embedded-analytics, endpoint-detection-and-response, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, identity-threat-detection-and-response, identity-verification, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-documentation, llm-gateways-and-observability, load-balancers, log-management, managed-file-transfer, managed-relational-databases, microsoft-365-management, multi-factor-authentication, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, nosql-databases, observability-platforms, ot-and-iot-security, patch-management, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, secure-code-training, software-composition-analysis, static-application-security-testing, telemetry-pipelines, third-party-risk-management, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workforce-identity-and-sso - Mistral Small: a direct first choice kept as first choice or alternative in 76 of 136 categories (56%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-native-application-protection, cloud-security-posture-management, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-warehouses, ddi-and-ipam, ddos-protection, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, nosql-databases, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, process-mining, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, third-party-risk-management, threat-intelligence-platforms, time-series-databases, vector-databases, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - DeepSeek V4 Flash: a direct first choice kept as first choice or alternative in 112 of 136 categories (82%); differing under the strict rule: ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-management, api-security-platforms, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, communications-archiving-and-compliance, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, digital-employee-experience, digital-risk-protection, embedded-analytics, enterprise-storage-systems, extended-detection-and-response, grc-platforms, identity-threat-detection-and-response, identity-verification, infrastructure-as-code, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-detection-and-response, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, nosql-databases, observability-platforms, ot-and-iot-security, patch-management, proxy-networks, remote-support-and-remote-access, saas-management-platforms, sase-platforms, sd-wan, server-virtualization-platforms, siem-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, telemetry-pipelines, third-party-risk-management, time-series-databases, video-conferencing, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - Llama 4 Maverick: a direct first choice kept as first choice or alternative in 14 of 107 categories (13%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-apis, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-security-posture-management, ddi-and-ipam, ddos-protection, digital-employee-experience, digital-risk-protection, dns-filtering, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, infrastructure-monitoring, internal-developer-portals, it-asset-management, it-financial-management, it-service-management, llm-gateways-and-observability, log-management, managed-detection-and-response, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, secure-code-training, security-awareness-training, server-virtualization-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, third-party-risk-management, time-series-databases, vector-databases, video-conferencing, virtual-desktops, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - Qwen 3.7 Flash: a direct first choice kept as first choice or alternative in 97 of 136 categories (71%); differing under the strict rule: ai-governance-platforms, ai-security-platforms, ai-soc-agents, api-security-platforms, application-security-posture-management, application-shielding, artifact-and-container-registries, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, ci-cd-platforms, client-side-protection, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-archiving-and-compliance, compliance-automation, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, extended-detection-and-response, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-file-transfer, managed-relational-databases, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, nosql-databases, penetration-testing-as-a-service, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, telemetry-pipelines, time-series-databases, unified-endpoint-management, video-conferencing, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - Kimi K2: a direct first choice kept as first choice or alternative in 103 of 136 categories (76%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-management, api-security-platforms, application-security-posture-management, artifact-and-container-registries, attack-surface-management, bot-management, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-hosting, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, edi-platforms, enterprise-ai-assistants, enterprise-architecture-tools, etl-and-elt, extended-detection-and-response, grc-platforms, identity-verification, infrastructure-as-code, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, nosql-databases, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-security-posture-management, sase-platforms, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, third-party-risk-management, video-conferencing, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - GLM 4.7 FlashX: a direct first choice kept as first choice or alternative in 91 of 136 categories (67%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-security-platforms, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-hosting, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, grc-platforms, identity-threat-detection-and-response, identity-verification, insider-risk-management, intelligent-document-processing, internal-developer-portals, managed-detection-and-response, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, proxy-networks, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, secure-code-training, server-virtualization-platforms, siem-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - MiniMax M2.5: a direct first choice kept as first choice or alternative in 71 of 134 categories (53%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-security-platforms, ai-soc-agents, aiops-platforms, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, breach-and-attack-simulation, business-continuity-management, business-password-managers, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-apis, communications-archiving-and-compliance, compliance-automation, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, extended-detection-and-response, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, log-management, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, nosql-databases, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, vector-databases, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - GPT-6 Luna: a direct first choice kept as first choice or alternative in 99 of 136 categories (73%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, aiops-platforms, api-security-platforms, application-performance-monitoring, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, client-side-protection, cloud-cost-management, cloud-hosting, colocation-providers, compliance-automation, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, endpoint-protection, enterprise-browsers, enterprise-storage-systems, grc-platforms, identity-verification, incident-management-and-on-call, infrastructure-as-code, insider-risk-management, intelligent-document-processing, it-asset-management, it-documentation, llm-gateways-and-observability, load-balancers, log-management, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, multi-factor-authentication, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, ot-and-iot-security, patch-management, penetration-testing-as-a-service, proxy-networks, remote-monitoring-and-management, sase-platforms, sd-wan, secrets-management, soar-platforms, software-composition-analysis, telemetry-pipelines, time-series-databases, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - Muse Glimmer 30B: a direct first choice kept as first choice or alternative in 89 of 136 categories (65%); differing under the strict rule: ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, certificate-lifecycle-management, client-side-protection, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-apis, communications-archiving-and-compliance, compliance-automation, cyber-risk-quantification, data-catalogs-and-governance, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, edi-platforms, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, infrastructure-monitoring, insider-risk-management, internal-developer-portals, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, object-storage, observability-platforms, ot-and-iot-security, patch-management, privileged-access-management, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, streaming-platforms, telemetry-pipelines, third-party-risk-management, time-series-databases, unified-endpoint-management, video-conferencing, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso # Segment: Small business # IT AI Recommendation Index, run edition-2026-10 816 prompts, 14 models, 59,271 raw judge labels, 59,650 scored labels after normalization. Published weights: first choice +3, alternative +2, mention +1, soft negative -2, hard negative -3. Scored under vendor alias table version 2026-10.8. Raw judge labels are the permanent record; the numbers below are derived from them and are regenerated for every run whenever the alias table changes, so the whole series is always scored under one table version. Resolution of raw names: 47,950 by alias or canonical name, 7138 by category-scoped alias, 850 from combined answers split into their products, 429 from combined answers counted once for their first product, 11 excluded by rule, 2840 unresolved and counted under the raw name. ## Paraphrase stability Share of categories where a model's first choice set on the direct prompt equals its set on the paraphrase. | Model | Same | Different | Stability | |---|---|---|---| | Claude Haiku 4.5 | 18 | 111 | 14% | | GPT-5.4 mini | 35 | 101 | 26% | | Gemini 3.5 Flash | 49 | 87 | 36% | | Perplexity Sonar | 33 | 103 | 24% | | Grok 4.1 Fast | 49 | 87 | 36% | | Mistral Small | 15 | 121 | 11% | | DeepSeek V4 Flash | 42 | 94 | 31% | | Llama 4 Maverick | 10 | 91 | 10% | | Qwen 3.7 Flash | 26 | 110 | 19% | | Kimi K2 | 38 | 98 | 28% | | GLM 4.7 FlashX | 33 | 103 | 24% | | MiniMax M2.5 | 21 | 114 | 16% | | GPT-6 Luna | 60 | 76 | 44% | | Muse Glimmer 30B | 28 | 108 | 21% | A looser measure, whether a direct first choice survives as a first choice or alternative on the paraphrase, is in the appendix. ## Standing by category First choice share across the direct, paraphrase, budget and scale prompts and all 14 models. The top product's share is published alongside the label: contested means the top share is at or below 40%, and a category just above the line is not meaningfully different from one just below it. Consensus means every model's direct-prompt first choice is the same single product. | Category | Top product | Top share | First choices | Status | |---|---|---|---|---| | ai-coding-assistants | GitHub Copilot | 63% | 54 | clear leader | | ai-governance-platforms | Strac | 31% | 54 | contested | | ai-it-support-agents | Freshdesk | 18% | 51 | contested | | ai-security-platforms | Microsoft Defender for Cloud | 33% | 48 | contested | | ai-soc-agents | Dropzone AI | 19% | 52 | contested | | aiops-platforms | Atera | 19% | 59 | contested | | api-gateways | Kong Gateway | 34% | 64 | contested | | api-management | Kong Gateway | 28% | 61 | contested | | api-security-platforms | 42Crunch | 12% | 56 | contested | | application-performance-monitoring | New Relic | 53% | 62 | clear leader | | application-security-posture-management | Aikido Security | 71% | 52 | clear leader | | application-shielding | Appdome | 23% | 48 | contested | | artifact-and-container-registries | GitHub Packages | 33% | 63 | contested | | attack-surface-management | Intruder | 26% | 58 | contested | | backup-and-disaster-recovery | Acronis Cyber Protect | 23% | 56 | contested | | bot-management | Cloudflare Bot Management | 60% | 52 | clear leader | | breach-and-attack-simulation | Vanta | 13% | 61 | contested | | business-continuity-management | SafetyCulture | 46% | 52 | clear leader | | business-password-managers | Bitwarden | 49% | 49 | clear leader | | business-phone-systems | Nextiva | 31% | 58 | contested | | certificate-lifecycle-management | Sectigo Certificate Manager | 12% | 57 | contested | | ci-cd-platforms | GitHub Actions | 75% | 60 | clear leader | | client-side-protection | cside | 14% | 56 | contested | | cloud-cost-management | Vantage | 41% | 59 | clear leader | | cloud-hosting | DigitalOcean Droplets | 34% | 59 | contested | | cloud-native-application-protection | Aikido Security | 29% | 58 | contested | | cloud-security-posture-management | Microsoft Defender for Cloud | 21% | 57 | contested | | colocation-providers | InterServer | 24% | 49 | contested | | communications-apis | Twilio | 37% | 52 | contested | | communications-archiving-and-compliance | Google Vault | 20% | 56 | contested | | compliance-automation | Vanta | 35% | 48 | contested | | container-and-kubernetes-security | Trivy | 22% | 67 | contested | | content-delivery-networks | Cloudflare | 85% | 53 | clear leader | | customer-identity-and-access-management | Clerk | 30% | 63 | contested | | cyber-risk-quantification | FairCRQ | 9% | 55 | contested | | data-catalogs-and-governance | OpenMetadata | 18% | 57 | contested | | data-center-infrastructure-management | NetBox | 29% | 56 | contested | | data-center-networking | Cisco Nexus Hyperfabric | 11% | 44 | contested | | data-loss-prevention | Microsoft Purview DLP | 35% | 54 | contested | | data-masking-and-test-data | IRI FieldShield | 22% | 55 | contested | | data-quality-and-observability | Metaplane | 31% | 67 | contested | | data-security-posture-management | Microsoft Purview | 36% | 55 | contested | | data-virtualization | Starburst Galaxy | 17% | 53 | contested | | data-warehouses | Google BigQuery | 63% | 59 | clear leader | | ddi-and-ipam | SolarWinds IP Address Manager | 18% | 55 | contested | | ddos-protection | Cloudflare | 100% | 50 | consensus | | deception-technology | Thinkst Canary | 30% | 50 | contested | | digital-employee-experience | Uniswap | 14% | 56 | contested | | digital-risk-protection | Guardz | 28% | 53 | contested | | dns-filtering | DNSFilter | 51% | 57 | clear leader | | dynamic-application-security-testing | OWASP ZAP | 43% | 56 | clear leader | | edi-platforms | Orderful | 35% | 57 | contested | | email-security | Microsoft Defender for Office 365 | 27% | 56 | contested | | embedded-analytics | Metabase | 46% | 50 | clear leader | | endpoint-detection-and-response | Microsoft Defender for Cloud | 47% | 49 | clear leader | | endpoint-protection | Microsoft Defender for Cloud | 50% | 60 | clear leader | | enterprise-ai-assistants | ChatGPT | 47% | 55 | clear leader | | enterprise-architecture-tools | Archi | 20% | 64 | contested | | enterprise-browsers | Google Password Manager | 33% | 58 | contested | | enterprise-storage-systems | Dell PowerStore | 11% | 63 | contested | | error-and-crash-monitoring | Sentry | 69% | 54 | clear leader | | etl-and-elt | Airbyte | 36% | 58 | contested | | extended-detection-and-response | Microsoft Defender XDR | 25% | 57 | contested | | feature-flags | Flagsmith | 32% | 57 | contested | | grc-platforms | Vanta | 30% | 61 | contested | | identity-governance | Microsoft Entra ID Governance | 18% | 66 | contested | | identity-threat-detection-and-response | Huntress Managed ITDR | 84% | 51 | clear leader | | identity-verification | Veriff | 23% | 60 | contested | | incident-management-and-on-call | incident.io | 35% | 55 | contested | | infrastructure-as-code | Terraform | 55% | 71 | clear leader | | infrastructure-monitoring | Site24x7 | 16% | 56 | contested | | insider-risk-management | Microsoft Purview Insider Risk Management | 25% | 55 | contested | | intelligent-document-processing | Docsumo | 22% | 50 | contested | | internal-developer-portals | Port | 45% | 53 | clear leader | | it-asset-management | Snipe-IT | 51% | 53 | clear leader | | it-documentation | Notion | 30% | 61 | contested | | it-financial-management | QuickBooks Online | 14% | 49 | contested | | it-service-management | Freshservice | 47% | 55 | clear leader | | llm-gateways-and-observability | LiteLLM | 31% | 58 | contested | | load-balancers | HAProxy | 20% | 70 | contested | | log-management | Better Stack | 32% | 68 | contested | | managed-detection-and-response | Huntress Managed EDR | 78% | 51 | clear leader | | managed-dns | Cloudflare DNS | 78% | 50 | clear leader | | managed-file-transfer | Files.com | 57% | 51 | clear leader | | managed-kubernetes-platforms | DigitalOcean Kubernetes | 55% | 55 | clear leader | | managed-relational-databases | Amazon RDS | 24% | 67 | contested | | master-data-management | Profisee MDM | 23% | 53 | contested | | microsegmentation | Zero Networks Segment | 16% | 67 | contested | | microsoft-365-management | Microsoft 365 Admin Center | 25% | 57 | contested | | ml-platforms | Google Vertex AI | 19% | 64 | contested | | multi-factor-authentication | Cisco Duo | 40% | 72 | clear leader | | network-access-control | Portnox Cloud | 45% | 55 | clear leader | | network-detection-and-response | Security Onion | 15% | 53 | contested | | network-monitoring-and-management | Paessler PRTG Network Monitor | 40% | 55 | contested | | next-generation-firewalls | Fortinet FortiGate | 51% | 59 | clear leader | | non-human-identity-management | JumpCloud | 20% | 51 | contested | | nosql-databases | MongoDB | 69% | 62 | clear leader | | object-storage | Backblaze B2 | 47% | 60 | clear leader | | observability-platforms | Grafana | 39% | 61 | contested | | ot-and-iot-security | Microsoft Defender for IoT | 40% | 45 | contested | | patch-management | Action1 | 55% | 53 | clear leader | | penetration-testing-as-a-service | Cobalt | 17% | 47 | contested | | privileged-access-management | ManageEngine PAM360 | 33% | 52 | contested | | process-mining | Microsoft Power Automate | 25% | 48 | contested | | proxy-networks | Decodo | 40% | 50 | contested | | remote-monitoring-and-management | Atera | 45% | 55 | clear leader | | remote-support-and-remote-access | Zoho Assist | 38% | 60 | contested | | robotic-process-automation | Microsoft Power Automate | 72% | 60 | clear leader | | saas-management-platforms | Substly | 19% | 47 | contested | | saas-security-posture-management | Wing Security | 20% | 55 | contested | | sase-platforms | Cloudflare One | 69% | 51 | clear leader | | sd-wan | Cisco Meraki SD-WAN | 42% | 53 | clear leader | | secrets-management | Doppler | 39% | 67 | contested | | secure-code-training | SecureFlag | 26% | 47 | contested | | security-awareness-training | KnowBe4 | 20% | 50 | contested | | server-virtualization-platforms | Proxmox VE | 64% | 56 | clear leader | | siem-platforms | Blumira | 34% | 59 | contested | | soar-platforms | Tines | 44% | 59 | clear leader | | software-composition-analysis | Snyk Open Source | 39% | 61 | contested | | source-control-hosting | GitHub | 72% | 58 | clear leader | | static-application-security-testing | Semgrep | 53% | 57 | clear leader | | streaming-platforms | Confluent Cloud | 21% | 66 | contested | | telemetry-pipelines | OpenTelemetry Collector | 44% | 63 | clear leader | | third-party-risk-management | UpGuard | 39% | 59 | contested | | threat-intelligence-platforms | MISP | 18% | 57 | contested | | time-series-databases | TimescaleDB | 57% | 53 | clear leader | | unified-endpoint-management | Microsoft Intune | 28% | 53 | contested | | vector-databases | pgvector | 49% | 59 | clear leader | | video-conferencing | Zoom Workplace | 48% | 58 | clear leader | | virtual-desktops | V2 Cloud | 26% | 65 | contested | | vulnerability-management-platforms | Intruder | 45% | 56 | clear leader | | web-application-firewalls | Cloudflare WAF | 79% | 57 | clear leader | | website-and-synthetic-monitoring | UptimeRobot | 45% | 60 | clear leader | | workflow-orchestration | Make | 24% | 55 | contested | | workforce-identity-and-sso | JumpCloud | 48% | 56 | clear leader | | zero-trust-network-access | Cloudflare One | 58% | 60 | clear leader | **ai-coding-assistants**: GitHub Copilot 63%, Windsurf 19%, Cursor 13%, Cline 2%, GitHub Copilot for Business 2% **ai-governance-platforms**: Strac 31%, Credo AI 11%, Fairly AI 6%, Lumenova AI 6%, VerifyWise 6% **ai-it-support-agents**: Freshdesk 18%, Helply 8%, Intercom Fin 8%, Siit 8%, Workativ 8% **ai-security-platforms**: Microsoft Defender for Cloud 33%, Prompt Security 8%, CrowdStrike Falcon Go 6%, Lakera Guard 6%, Check Point AI Security 4% **ai-soc-agents**: Dropzone AI 19%, Huntress Managed EDR 12%, Intezer AI SOC 8%, UnderDefense 8%, UnderDefense Agentic AI SOC 8% **aiops-platforms**: Atera 19%, New Relic 12%, Datadog 10%, Grafana Cloud 7%, PagerDuty AIOps 7% **api-gateways**: Kong Gateway 34%, Zuplo 27%, Amazon API Gateway 22%, Tyk 6%, Amazon API Gateway's HTTP API 2% **api-management**: Kong Gateway 28%, Zuplo 25%, Amazon API Gateway 11%, Tyk 10%, Postman 8% **api-security-platforms**: 42Crunch 12%, StackHawk 11%, Cloudflare API Shield 9%, OWASP ZAP 7%, Wallarm API Security 7% **application-performance-monitoring**: New Relic 53%, Sentry 15%, Datadog APM 6%, SigNoz 6%, Elastic APM 5% **application-security-posture-management**: Aikido Security 71%, Snyk 19%, Conviso Platform 4%, DefectDojo 2%, GitHub's built-in security overview 2% **application-shielding**: Appdome 23%, AppTego 15%, AppSealing 8%, DoveRunner AppSealing 8%, Talsec 6% **artifact-and-container-registries**: GitHub Packages 33%, GitLab Package Registry 8%, JFrog Artifactory 6%, Sonatype Nexus Repository OSS 6%, DigitalOcean Container Registry 5% **attack-surface-management**: Intruder 26%, Attaxion 19%, Detectify 7%, Censys ASM 5%, Halo Security 5% **backup-and-disaster-recovery**: Acronis Cyber Protect 23%, IDrive Business 12%, Datto SIRIS 9%, Backblaze 7%, Veeam Data Platform 7% **bot-management**: Cloudflare Bot Management 60%, Indusface AppTrana 10%, DataDome 6%, Cloudflare Bot Manager 4%, Cloudflare Super Bot Fight Mode 4% **breach-and-attack-simulation**: Vanta 13%, Infection Monkey 11%, AttackIQ Flex 10%, Cymulate 10%, Horizon3.ai NodeZero 8% **business-continuity-management**: SafetyCulture 46%, Sprinto 10%, Preparis 8%, Aptien 4%, BCMMetrics 4% **business-password-managers**: Bitwarden 49%, 1Password 41%, LastPass 4%, RoboForm 4%, TeamPassword 2% **business-phone-systems**: Nextiva 31%, RingCentral 21%, Zoom Phone 14%, Google Voice 7%, RingCentral RingEX 5% **certificate-lifecycle-management**: Sectigo Certificate Manager 12%, Let's Encrypt 11%, Certbot 9%, Sectigo SCM Pro 7%, ZeroSSL 7% **ci-cd-platforms**: GitHub Actions 75%, GitLab CI/CD 15%, CircleCI 5%, DeployHQ 2%, GitHub 2% **client-side-protection**: cside 14%, Microsoft Defender for Cloud 12%, c/side 7%, Reflectiz 5%, Sentry 5% **cloud-cost-management**: Vantage 41%, AWS Cost Explorer 14%, Economize 7%, CloudZero 3%, Cost Explorer 3% **cloud-hosting**: DigitalOcean Droplets 34%, Amazon Web Services 14%, Akamai Connected Cloud 8%, Cloudways 7%, Hostinger 5% **cloud-native-application-protection**: Aikido Security 29%, Microsoft Defender for Cloud 28%, Orca Security 16%, Wiz 9%, FortiCNAPP 7% **cloud-security-posture-management**: Microsoft Defender for Cloud 21%, Prowler 18%, Wiz 11%, Aikido Security 9%, Plerion 7% **colocation-providers**: InterServer 24%, Flexential 10%, GigeNET 8%, Colocation America 6%, DataBank 6% **communications-apis**: Twilio 37%, Telnyx 27%, Plivo 23%, Telnyx CPaaS 4%, Vonage Communications APIs 4% **communications-archiving-and-compliance**: Google Vault 20%, MailStore Server 18%, Microsoft Purview 11%, ArcTitan 4%, Dropsuite 4% **compliance-automation**: Vanta 35%, Sprinto 25%, ComplyJet 8%, Drata 8%, Secureframe 6% **container-and-kubernetes-security**: Trivy 22%, Kubescape 19%, Snyk Container 19%, Falco 12%, Sysdig Secure 6% **content-delivery-networks**: Cloudflare 85%, Bunny.net 9%, Cloudflare Application Services 2%, KeyCDN 2%, jsDelivr 2% **customer-identity-and-access-management**: Clerk 30%, Frontegg 19%, Auth0 13%, WorkOS 10%, Descope 6% **cyber-risk-quantification**: FairCRQ 9%, CISA CSET 5%, UpGuard 5%, Cyber Risk Radar 4%, CyberSaint CyberStrong 4% **data-catalogs-and-governance**: OpenMetadata 18%, Secoda 16%, Atlan 11%, OvalEdge 11%, Select Star 9% **data-center-infrastructure-management**: NetBox 29%, openDCIM 18%, Hyperview 9%, Sunbird DCIM 9%, Device42 7% **data-center-networking**: Arista Networks 11%, Cisco Nexus Hyperfabric 11%, Cisco Nexus 5%, MikroTik CRS Series 5%, AWS Transit Gateway 2% **data-loss-prevention**: Microsoft Purview DLP 35%, CurrentWare 19%, Safetica 15%, Nightfall AI 9%, Google Workspace DLP 4% **data-masking-and-test-data**: IRI FieldShield 22%, Greenmask 11%, Tonic.ai 9%, DATPROF 7%, PostgreSQL Anonymizer 7% **data-quality-and-observability**: Metaplane 31%, Soda 9%, Cleanlist 6%, Insycle 6%, Monte Carlo 4% **data-security-posture-management**: Microsoft Purview 36%, Amazon Macie 9%, Google DLP API 7%, Nightfall AI 7%, Safetica 5% **data-virtualization**: Starburst Galaxy 17%, CData Connect Cloud 13%, Denodo 11%, Trino 11%, CData Virtuality 8% **data-warehouses**: Google BigQuery 63%, Snowflake 24%, Amazon Redshift 5%, MotherDuck 5%, DuckDB 2% **ddi-and-ipam**: SolarWinds IP Address Manager 18%, phpIPAM 15%, Micetro 11%, ManageEngine OpUtils 9%, Infoblox Universal DDI 5% **ddos-protection**: Cloudflare 100% **deception-technology**: Thinkst Canary 30%, OpenCanary 18%, HoneyWire 10%, Trapster 6%, Canarytokens 4% **digital-employee-experience**: Uniswap 14%, BambooHR 11%, PancakeSwap 9%, LetsExchange 5%, Microsoft Intune Endpoint Analytics 5% **digital-risk-protection**: Guardz 28%, UpGuard BreachSight 11%, SOCRadar Extended Threat Intelligence 8%, Bolster 6%, Flare 6% **dns-filtering**: DNSFilter 51%, Cloudflare Gateway 16%, Quad9 7%, Cisco Umbrella 5%, Cloudflare One 5% **dynamic-application-security-testing**: OWASP ZAP 43%, Intruder 16%, StackHawk 12%, Acunetix 9%, Invicti 5% **edi-platforms**: Orderful 35%, TrueCommerce EDI 19%, SPS Commerce 7%, eZCom 5%, Cleo Integration Cloud 4% **email-security**: Microsoft Defender for Office 365 27%, IRONSCALES 11%, Proofpoint Email Protection 11%, SpamTitan 11%, Check Point Harmony Email & Collaboration 9% **embedded-analytics**: Metabase 46%, Luzmo 12%, Draxlr 8%, Explo 6%, Qrvey 4% **endpoint-detection-and-response**: Microsoft Defender for Cloud 47%, Huntress Managed EDR 29%, SentinelOne Singularity 10%, Microsoft Defender for Endpoint 4%, Bitdefender GravityZone Business Edition 2% **endpoint-protection**: Microsoft Defender for Cloud 50%, Huntress Managed EDR 10%, Bitdefender GravityZone Small Business Security 8%, Bitdefender GravityZone 7%, Bitdefender GravityZone Business Security 7% **enterprise-ai-assistants**: ChatGPT 47%, Microsoft 365 Copilot 11%, Microsoft Copilot 11%, Amazon Q 5%, Google Gemini 5% **enterprise-architecture-tools**: Archi 20%, Sparx Systems Enterprise Architect 14%, LeanIX 9%, Ardoq 8%, ONES.com 5% **enterprise-browsers**: Google Password Manager 33%, Microsoft Edge for Business 14%, Chrome Enterprise Core 12%, NordLayer Browser 10%, Microsoft Edge 5% **enterprise-storage-systems**: Dell PowerStore 11%, HPE MSA 10%, NetApp AFF 6%, Synology NAS 6%, Dell PowerVault ME4 Series 5% **error-and-crash-monitoring**: Sentry 69%, Honeybadger 20%, Bugsnag 4%, GlitchTip 4%, Better Stack 2% **etl-and-elt**: Airbyte 36%, Hevo Data 19%, Fivetran 17%, Skyvia 12%, Stitch 9% **extended-detection-and-response**: Microsoft Defender XDR 25%, Coro 14%, Huntress Managed EDR 12%, Microsoft Defender for Cloud 12%, SentinelOne Singularity 7% **feature-flags**: ConfigCat 32%, Flagsmith 32%, PostHog Feature Flags 9%, Reflag 9%, GrowthBook 7% **grc-platforms**: Vanta 30%, Sprinto 18%, Drata 16%, SimpleRisk 8%, Secureframe 7% **identity-governance**: Microsoft Entra ID Governance 18%, JumpCloud 15%, Microsoft Entra ID 11%, Lumos 8%, Okta Identity Governance 6% **identity-threat-detection-and-response**: Huntress Managed ITDR 84%, Microsoft Defender for Identity 8%, Microsoft Entra ID 4%, Microsoft Defender Suite for Business Premium 2%, Microsoft Defender for Identity / Entra ID Protection 2% **identity-verification**: Veriff 23%, iDenfy 18%, Didit 12%, Persona 12%, Stripe Identity 7% **incident-management-and-on-call**: incident.io 35%, Better Stack 16%, PagerDuty 11%, Opsgenie 7%, Rootly 7% **infrastructure-as-code**: Terraform 55%, OpenTofu 30%, Pulumi 11%, Terraform/OpenTofu 3%, Terraform using HCP Terraform's Free plan 1% **infrastructure-monitoring**: Site24x7 16%, Paessler PRTG 14%, Zabbix 14%, Grafana 12%, Netdata 7% **insider-risk-management**: Microsoft Purview Insider Risk Management 25%, Coro 18%, Microsoft Purview 16%, Teramind 11%, Above Security 7% **intelligent-document-processing**: Docsumo 22%, Nanonets 16%, Parseur 12%, Google Document AI 8%, Lido 8% **internal-developer-portals**: Port 45%, Backstage 23%, Port.io 11%, Qovery 4%, Configure8 2% **it-asset-management**: Snipe-IT 51%, Freshservice 11%, Asset Panda 6%, InvGate Asset Management 6%, Lansweeper 6% **it-documentation**: Notion 30%, Hudu 26%, IT Glue 11%, Confluence 10%, BookStack 7% **it-financial-management**: QuickBooks Online 14%, Zoho One 12%, Ramp 10%, CloudZero 8%, Genuity 6% **it-service-management**: Freshservice 47%, Freshdesk 11%, Jira Service Management 9%, ManageEngine ServiceDesk Plus 9%, Spiceworks Cloud Help Desk 5% **llm-gateways-and-observability**: LiteLLM 31%, Portkey 28%, OpenRouter 21%, Cloudflare AI Gateway 7%, Helicone 5% **load-balancers**: HAProxy 20%, NGINX 14%, Cloudflare Load Balancing 11%, AWS Elastic Load Balancing 10%, Kemp LoadMaster 10% **log-management**: Better Stack 32%, Graylog 13%, Grafana Loki 12%, Datadog Log Management 9%, SolarWinds Papertrail 7% **managed-detection-and-response**: Huntress Managed EDR 78%, Sophos MDR 4%, Arctic Wolf Managed Detection and Response 2%, Bitdefender MDR 2%, Cynet 360 2% **managed-dns**: Cloudflare DNS 78%, DNSimple 12%, Amazon Route 53 2%, Cloudflare Free DNS 2%, DNS Made Easy 2% **managed-file-transfer**: Files.com 57%, CData Arc 8%, Couchdrop 8%, SFTPGo 6%, AWS Transfer Family 4% **managed-kubernetes-platforms**: DigitalOcean Kubernetes 55%, Google Kubernetes Engine 25%, Linode Kubernetes Engine 7%, Civo Kubernetes 4%, Northflank 4% **managed-relational-databases**: Amazon RDS 24%, Supabase 18%, Google Cloud SQL 16%, DigitalOcean Managed Databases 15%, Neon 10% **master-data-management**: AtroCore MDM 23%, Profisee MDM 23%, Pimcore 15%, Semarchy xDM 6%, Boomi Data Hub 4% **microsegmentation**: Zero Networks Segment 16%, Illumio Segmentation 12%, Akamai Guardicore Segmentation 6%, Faddom 6%, Cisco Secure Workload 4% **microsoft-365-management**: Microsoft 365 Admin Center 25%, Microsoft 365 14%, AdminDroid 12%, CIPP 7%, ManageEngine M365 Manager Plus 5% **ml-platforms**: Google Vertex AI 19%, Google Colab 9%, Akkio 8%, Amazon SageMaker 8%, KNIME Analytics Platform 8% **multi-factor-authentication**: Cisco Duo 40%, Microsoft Entra ID 29%, Google Workspace 2-Step Verification 7%, Okta Verify 7%, Microsoft Authenticator 4% **network-access-control**: Portnox Cloud 45%, PacketFence 16%, Aruba ClearPass 5%, Portnox CLEAR 5%, OPSWAT MetaAccess 4% **network-detection-and-response**: Security Onion 15%, Paessler PRTG Network Monitor 11%, Sophos NDR 9%, ManageEngine NetFlow Analyzer 8%, Blumira 6% **network-monitoring-and-management**: Paessler PRTG Network Monitor 40%, Zabbix 16%, Domotz 15%, ManageEngine OpManager 7%, Auvik 5% **next-generation-firewalls**: Fortinet FortiGate 51%, Sophos Firewall 12%, WatchGuard Firebox 12%, Cisco Meraki MX 2%, Firewalla 2% **non-human-identity-management**: JumpCloud 20%, Aembit 10%, Infisical 10%, Bitwarden Secrets Manager 6%, HashiCorp Vault 6% **nosql-databases**: MongoDB 69%, Amazon DynamoDB 11%, Google Cloud Firestore 6%, PostgreSQL 5%, Apache CouchDB 2% **object-storage**: Backblaze B2 47%, Wasabi Object Storage 20%, Cloudflare R2 18%, Amazon S3 5%, DigitalOcean Spaces 5% **observability-platforms**: Grafana 39%, New Relic 15%, SigNoz 11%, Better Stack 10%, Datadog 8% **ot-and-iot-security**: Microsoft Defender for IoT 40%, Acreto 9%, Fortinet OT Security Platform 7%, Claroty xDome 4%, MetaDefender OT Access 4% **patch-management**: Action1 55%, NinjaOne Autonomous Patch Management 19%, Automox 8%, Atera 6%, ManageEngine Patch Manager Plus 4% **penetration-testing-as-a-service**: Bright Defense 17%, Cobalt 17%, BreachLock 13%, Astra Security 11%, Acunetix 9% **privileged-access-management**: ManageEngine PAM360 33%, KeeperPAM 29%, Delinea Secret Server 6%, Teleport 6%, JumpCloud 4% **process-mining**: Microsoft Power Automate 25%, ProcessMind 23%, Apromore 12%, Microsoft Power Automate Process Mining 8%, Celonis Process Intelligence Platform 4% **proxy-networks**: Decodo 40%, Webshare 20%, Smartproxy 12%, Bright Data 8%, IPRoyal 6% **remote-monitoring-and-management**: Atera 45%, NinjaOne 20%, Syncro 16%, Action1 7%, Datto RMM 4% **remote-support-and-remote-access**: Zoho Assist 38%, Splashtop Remote Support 23%, TeamViewer 7%, AnyDesk 5%, ConnectWise ScreenConnect 5% **robotic-process-automation**: Microsoft Power Automate 72%, UiPath 8%, UiPath Community Edition 7%, Zapier 3%, Automation Anywhere 2% **saas-management-platforms**: Substly 19%, Cledara 17%, Torii 11%, Corma 9%, SpendHound 9% **saas-security-posture-management**: Nudge Security 20%, Wing Security 20%, 8200.dev 11%, Grip Security 11%, SaaS Alerts 7% **sase-platforms**: Cloudflare One 69%, Check Point Harmony SASE 6%, Cato Networks 4%, Cisco Secure Access 4%, Cisco Umbrella 4% **sd-wan**: Cisco Meraki SD-WAN 42%, Fortinet Secure SD-WAN 26%, Cisco Catalyst SD-WAN 6%, Peplink 6%, Ubiquiti UniFi 6% **secrets-management**: Doppler 39%, Infisical 28%, Bitwarden Secrets Manager 12%, 1Password 9%, AWS Secrets Manager 6% **secure-code-training**: SecureFlag 26%, Snyk Learn 15%, SafeStack Academy 13%, Avatao 9%, Security Journey 9% **security-awareness-training**: KnowBe4 20%, Hook Security 16%, Huntress Managed Security Awareness Training 16%, Wizer 10%, EasyLlama 6% **server-virtualization-platforms**: Proxmox VE 64%, Microsoft Hyper-V 12%, VMware vSphere 7%, Nutanix AHV 5%, Scale Computing 5% **siem-platforms**: Blumira 34%, Microsoft Sentinel 22%, ManageEngine Log360 14%, Wazuh 10%, Huntress Managed SIEM 5% **soar-platforms**: Tines 44%, Blumira 17%, Shuffle 8%, ManageEngine Log360 7%, Microsoft Sentinel 7% **software-composition-analysis**: Snyk Open Source 39%, Trivy 18%, OWASP Dependency-Check 15%, Aikido Security 5%, FOSSA 5% **source-control-hosting**: GitHub 72%, Bitbucket 12%, GitLab 12%, GitHub Free for Organizations 3% **static-application-security-testing**: Semgrep 53%, SonarQube 14%, Snyk Code 11%, Snyk 9%, Aikido Security 5% **streaming-platforms**: Confluent Cloud 21%, Redpanda 18%, Google Cloud Pub/Sub 6%, StreamYard 6%, Upstash Kafka 6% **telemetry-pipelines**: OpenTelemetry Collector 44%, Grafana Cloud 19%, Vector 14%, Cribl Stream 3%, Amplitude 2% **third-party-risk-management**: UpGuard 39%, Vanta 32%, SecurityScorecard 3%, Bitsight 2%, Bold Matrix 2% **threat-intelligence-platforms**: MISP 18%, AlienVault OTX 14%, NordStellar 12%, SOCRadar Extended Threat Intelligence 9%, AlienVault Open Threat Exchange 4% **time-series-databases**: TimescaleDB 57%, InfluxDB 11%, PostgreSQL with TimescaleDB 8%, QuestDB 6%, PostgreSQL 4% **unified-endpoint-management**: Microsoft Intune 28%, Miradore 19%, NinjaOne 15%, ManageEngine Endpoint Central 8%, Hexnode UEM 6% **vector-databases**: pgvector 49%, Pinecone 24%, Qdrant 17%, Chroma 5%, Weaviate 5% **video-conferencing**: Zoom Workplace 48%, Microsoft 17%, Zoho Meeting 16%, Google Meet 12%, RingCentral 3% **virtual-desktops**: V2 Cloud 26%, Windows 365 23%, Azure Virtual Desktop 15%, Amazon WorkSpaces 12%, Microsoft Azure Virtual Desktop 9% **vulnerability-management-platforms**: Intruder 45%, ManageEngine Vulnerability Manager Plus 9%, Action1 5%, Microsoft Defender for Cloud 5%, OpenVAS 5% **web-application-firewalls**: Cloudflare WAF 79%, Sucuri WAF 11%, AWS WAF 2%, Akamai App & API Protector 2%, Barracuda WAF 2% **website-and-synthetic-monitoring**: UptimeRobot 45%, Better Stack 13%, Site24x7 8%, StatusCake 7%, Checkly 5% **workflow-orchestration**: Make 24%, Prefect 22%, Zapier 15%, n8n 15%, Activepieces 5% **workforce-identity-and-sso**: JumpCloud 48%, Microsoft Entra ID 32%, Google Cloud Identity 7%, OneLogin 5%, Okta Workforce Identity 4% **zero-trust-network-access**: Cloudflare One 58%, Twingate 30%, Tailscale 8%, Check Point Harmony SASE 2%, OpenVPN CloudConnexa 2% ## Anti-recommendations Products most often labeled soft or hard negative, with the number of models that did so at least once in the category, and the share of that product's labels in the category that were negative. A high negative share on a product with few labels is a warning; a low share on a product with many labels is salience, not sentiment. - **ai-coding-assistants**: Cursor (10 models, 3 hard; 14 of 63 labels negative), GitHub Copilot (9 models, 2 hard; 9 of 82 labels negative), Amazon Q Developer (7 models, 2 hard; 8 of 25 labels negative), ChatGPT (6 models, 3 hard; 6 of 11 labels negative) - **ai-governance-platforms**: OneTrust AI Governance (12 models, 9 hard; 22 of 24 labels negative), Credo AI (10 models, 9 hard; 28 of 54 labels negative), Holistic AI (10 models, 8 hard; 13 of 22 labels negative), IBM watsonx.governance (8 models, 8 hard; 18 of 26 labels negative) - **ai-it-support-agents**: ServiceNow Now Assist (8 models, 3 hard; 10 of 12 labels negative), Zendesk AI Agents (7 models, 1 hard; 9 of 22 labels negative), Salesforce Agentforce (4 models, 2 hard; 4 of 4 labels negative), Intercom Fin (4 models; 4 of 21 labels negative) - **ai-security-platforms**: Darktrace (5 models, 1 hard; 6 of 10 labels negative), SentinelOne Singularity (4 models; 4 of 20 labels negative), ChatGPT (3 models, 1 hard; 3 of 4 labels negative), Google Gemini (3 models, 1 hard; 3 of 3 labels negative) - **ai-soc-agents**: CrowdStrike Charlotte AI (5 models; 5 of 11 labels negative), Microsoft Security Copilot (4 models, 1 hard; 5 of 14 labels negative), Torq (3 models, 2 hard; 5 of 13 labels negative), Dropzone AI (3 models, 1 hard; 3 of 40 labels negative) - **aiops-platforms**: Dynatrace (13 models, 12 hard; 31 of 43 labels negative), IBM Instana (9 models, 7 hard; 10 of 10 labels negative), Moogsoft (9 models, 4 hard; 11 of 18 labels negative), Datadog (9 models, 2 hard; 15 of 39 labels negative) - **api-gateways**: Apigee (13 models, 12 hard; 24 of 31 labels negative), Kong Gateway (10 models, 2 hard; 17 of 76 labels negative), Amazon API Gateway (8 models; 9 of 71 labels negative), Azure API Management (6 models, 1 hard; 6 of 18 labels negative) - **api-management**: Apigee (14 models, 16 hard; 39 of 54 labels negative), MuleSoft Anypoint Platform (13 models, 16 hard; 29 of 32 labels negative), IBM API Connect (12 models, 10 hard; 16 of 19 labels negative), Kong Gateway (10 models, 3 hard; 18 of 72 labels negative) - **api-security-platforms**: Salt Security (11 models, 12 hard; 30 of 36 labels negative), Akamai API Security (10 models, 11 hard; 22 of 28 labels negative), Traceable (6 models, 1 hard; 7 of 12 labels negative), Cequence Unified API Protection (5 models, 3 hard; 5 of 6 labels negative) - **application-performance-monitoring**: Dynatrace (13 models, 11 hard; 26 of 34 labels negative), Datadog APM (13 models, 7 hard; 40 of 66 labels negative), AppDynamics (12 models, 11 hard; 20 of 25 labels negative), New Relic (8 models, 1 hard; 9 of 72 labels negative) - **application-security-posture-management**: ArmorCode (9 models, 9 hard; 17 of 23 labels negative), Veracode Risk Manager (8 models, 4 hard; 8 of 10 labels negative), Checkmarx One (7 models, 7 hard; 10 of 14 labels negative), Apiiro (6 models, 7 hard; 11 of 13 labels negative) - **application-shielding**: Appdome (9 models, 5 hard; 15 of 48 labels negative), Guardsquare DexGuard / iXGuard (8 models, 4 hard; 12 of 32 labels negative), Promon SHIELD (5 models, 1 hard; 6 of 23 labels negative), OneSpan Mobile Application Shielding (4 models, 2 hard; 4 of 5 labels negative) - **artifact-and-container-registries**: Docker Hub (13 models, 5 hard; 22 of 35 labels negative), JFrog Artifactory (12 models, 5 hard; 23 of 40 labels negative), Harbor (7 models, 3 hard; 11 of 40 labels negative), GitHub Packages (5 models; 6 of 60 labels negative) - **attack-surface-management**: Cortex Xpanse (10 models, 10 hard; 20 of 21 labels negative), Microsoft Defender External Attack Surface Management (10 models, 4 hard; 10 of 28 labels negative), CyCognito (8 models, 6 hard; 18 of 25 labels negative), CrowdStrike Falcon Surface (7 models, 3 hard; 7 of 9 labels negative) - **backup-and-disaster-recovery**: Dropbox (9 models, 11 hard; 11 of 11 labels negative), Google Drive (9 models, 10 hard; 10 of 10 labels negative), Microsoft OneDrive (9 models, 10 hard; 10 of 10 labels negative), Box (3 models, 3 hard; 3 of 3 labels negative) - **bot-management**: Akamai Bot Manager (11 models, 9 hard; 25 of 37 labels negative), DataDome (10 models, 7 hard; 20 of 43 labels negative), Imperva Advanced Bot Protection (9 models, 4 hard; 18 of 28 labels negative), F5 Distributed Cloud Bot Defense (5 models, 3 hard; 6 of 7 labels negative) - **breach-and-attack-simulation**: SafeBreach (12 models, 9 hard; 26 of 41 labels negative), Cymulate (11 models, 6 hard; 18 of 52 labels negative), AttackIQ (10 models, 4 hard; 16 of 32 labels negative), Pentera (9 models, 7 hard; 19 of 27 labels negative) - **business-continuity-management**: Fusion Risk Management (11 models, 10 hard; 20 of 22 labels negative), Riskonnect Business Continuity & Resilience (9 models, 6 hard; 12 of 18 labels negative), MetricStream Business Continuity Management (8 models, 6 hard; 9 of 10 labels negative), ServiceNow BCM (8 models, 3 hard; 9 of 9 labels negative) - **business-password-managers**: LastPass (14 models, 14 hard; 28 of 46 labels negative), Dashlane (7 models, 2 hard; 8 of 39 labels negative), Apple Passwords (5 models, 5 hard; 5 of 5 labels negative), Google Password Manager (5 models, 5 hard; 5 of 5 labels negative) - **business-phone-systems**: Google Voice (6 models, 2 hard; 7 of 28 labels negative), Avaya (5 models, 3 hard; 5 of 5 labels negative), RingCentral (5 models, 2 hard; 6 of 42 labels negative), 8x8 (4 models, 1 hard; 5 of 15 labels negative) - **certificate-lifecycle-management**: Venafi (9 models, 6 hard; 15 of 19 labels negative), Keyfactor Command (8 models, 6 hard; 12 of 16 labels negative), AppViewX CERT+ (8 models, 4 hard; 11 of 16 labels negative), Keyfactor (7 models, 3 hard; 11 of 16 labels negative) - **ci-cd-platforms**: Jenkins (14 models, 20 hard; 52 of 61 labels negative), CircleCI (11 models, 1 hard; 13 of 67 labels negative), GitLab CI/CD (10 models, 3 hard; 10 of 76 labels negative), Travis CI (8 models, 5 hard; 8 of 12 labels negative) - **client-side-protection**: Reflectiz (8 models, 3 hard; 10 of 23 labels negative), Jscrambler Webpage Integrity (7 models, 3 hard; 11 of 27 labels negative), Source Defense (7 models, 2 hard; 8 of 19 labels negative), HUMAN Security (6 models, 4 hard; 8 of 12 labels negative) - **cloud-cost-management**: IBM Apptio Cloudability (13 models, 15 hard; 27 of 29 labels negative), VMware Tanzu CloudHealth (13 models, 12 hard; 19 of 23 labels negative), Flexera One (8 models, 6 hard; 12 of 12 labels negative), CloudZero (8 models; 13 of 41 labels negative) - **cloud-hosting**: Amazon Web Services (11 models, 2 hard; 26 of 59 labels negative), Google Cloud (8 models, 2 hard; 17 of 46 labels negative), Azure (7 models; 10 of 20 labels negative), Bluehost (6 models, 5 hard; 6 of 12 labels negative) - **cloud-native-application-protection**: Wiz (14 models, 9 hard; 30 of 58 labels negative), Prisma Cloud (13 models, 10 hard; 26 of 39 labels negative), Orca Security (9 models, 7 hard; 14 of 55 labels negative), CrowdStrike Falcon Cloud Security (7 models, 4 hard; 9 of 21 labels negative) - **cloud-security-posture-management**: Prisma Cloud (13 models, 9 hard; 29 of 39 labels negative), Wiz (13 models, 8 hard; 32 of 57 labels negative), Microsoft Defender for Cloud (8 models, 1 hard; 8 of 57 labels negative), Orca Security (8 models, 1 hard; 15 of 44 labels negative) - **colocation-providers**: Equinix (10 models, 4 hard; 23 of 35 labels negative), Digital Realty (8 models, 3 hard; 16 of 25 labels negative), ColoCrossing (3 models, 3 hard; 3 of 10 labels negative), CoreSite (3 models, 2 hard; 5 of 22 labels negative) - **communications-apis**: Twilio (13 models, 5 hard; 27 of 74 labels negative), Vonage Communications APIs (10 models; 12 of 53 labels negative), Sinch (6 models, 1 hard; 6 of 23 labels negative), Bandwidth (4 models, 3 hard; 6 of 19 labels negative) - **communications-archiving-and-compliance**: Smarsh Enterprise Archive (11 models, 7 hard; 20 of 39 labels negative), Proofpoint Enterprise Archive (10 models, 6 hard; 16 of 30 labels negative), Mimecast Cloud Archive (6 models, 2 hard; 9 of 19 labels negative), Global Relay (5 models, 5 hard; 9 of 19 labels negative) - **compliance-automation**: Drata (11 models, 1 hard; 19 of 66 labels negative), Vanta (10 models, 1 hard; 18 of 67 labels negative), Secureframe (8 models, 1 hard; 9 of 51 labels negative), OneTrust Tech Risk & Compliance (4 models, 3 hard; 4 of 8 labels negative) - **container-and-kubernetes-security**: Aqua Security (11 models, 6 hard; 23 of 51 labels negative), Sysdig Secure (11 models, 3 hard; 18 of 50 labels negative), Prisma Cloud (10 models, 7 hard; 22 of 36 labels negative), Microsoft Defender for Cloud (6 models, 2 hard; 6 of 14 labels negative) - **content-delivery-networks**: Fastly (12 models, 5 hard; 17 of 40 labels negative), Amazon CloudFront (11 models, 4 hard; 17 of 51 labels negative), Akamai (10 models, 8 hard; 15 of 20 labels negative), Google Cloud CDN (8 models, 5 hard; 8 of 14 labels negative) - **customer-identity-and-access-management**: Auth0 (14 models, 9 hard; 36 of 74 labels negative), Amazon Cognito (10 models, 3 hard; 14 of 41 labels negative), ForgeRock (9 models, 8 hard; 9 of 9 labels negative), Okta (8 models, 5 hard; 10 of 12 labels negative) - **cyber-risk-quantification**: RiskLens (9 models, 6 hard; 19 of 39 labels negative), Kovrr (9 models, 2 hard; 12 of 34 labels negative), SAFE Security (8 models, 4 hard; 19 of 34 labels negative), Axio (7 models, 4 hard; 12 of 25 labels negative) - **data-catalogs-and-governance**: Collibra (14 models, 19 hard; 43 of 52 labels negative), Alation (12 models, 16 hard; 33 of 46 labels negative), Informatica Intelligent Data Management Cloud (12 models, 13 hard; 24 of 27 labels negative), Microsoft Purview (8 models; 9 of 28 labels negative) - **data-center-infrastructure-management**: Nlyte DCIM (8 models, 7 hard; 12 of 22 labels negative), Schneider Electric EcoStruxure IT (6 models, 3 hard; 8 of 19 labels negative), Sunbird (5 models, 3 hard; 6 of 13 labels negative), openDCIM (5 models, 1 hard; 5 of 47 labels negative) - **data-center-networking**: VMware NSX (12 models, 7 hard; 14 of 19 labels negative), Cisco ACI (8 models, 6 hard; 12 of 13 labels negative), Cisco Application Centric Infrastructure (5 models, 5 hard; 5 of 5 labels negative), Cisco Nexus (5 models, 2 hard; 6 of 14 labels negative) - **data-loss-prevention**: Symantec Data Loss Prevention (14 models, 11 hard; 27 of 31 labels negative), Forcepoint DLP (10 models, 10 hard; 20 of 28 labels negative), Proofpoint Enterprise DLP (10 models, 8 hard; 11 of 13 labels negative), Microsoft Purview DLP (6 models; 8 of 49 labels negative) - **data-masking-and-test-data**: Delphix (8 models, 8 hard; 20 of 27 labels negative), Oracle Data Masking and Subsetting (8 models, 4 hard; 10 of 18 labels negative), K2View Test Data Management (7 models, 2 hard; 11 of 17 labels negative), Informatica Data Masking (6 models, 4 hard; 7 of 7 labels negative) - **data-quality-and-observability**: Monte Carlo (12 models, 11 hard; 33 of 46 labels negative), Bigeye (11 models, 6 hard; 17 of 33 labels negative), Anomalo (7 models, 5 hard; 12 of 20 labels negative), Ataccama ONE (6 models, 4 hard; 6 of 6 labels negative) - **data-security-posture-management**: BigID (12 models, 8 hard; 26 of 37 labels negative), Varonis Data Security Platform (11 models, 9 hard; 25 of 38 labels negative), Wiz (10 models, 4 hard; 15 of 40 labels negative), Cyera (7 models, 7 hard; 19 of 41 labels negative) - **data-virtualization**: Denodo (14 models, 20 hard; 44 of 68 labels negative), TIBCO Data Virtualization (9 models, 5 hard; 18 of 23 labels negative), Informatica Intelligent Data Management Cloud (7 models, 7 hard; 9 of 12 labels negative), IBM Data Virtualization (4 models, 3 hard; 6 of 15 labels negative) - **data-warehouses**: Snowflake (13 models, 4 hard; 25 of 73 labels negative), Amazon Redshift (12 models, 3 hard; 20 of 72 labels negative), Google BigQuery (11 models, 1 hard; 11 of 77 labels negative), Databricks SQL (9 models, 2 hard; 15 of 30 labels negative) - **ddi-and-ipam**: Infoblox (11 models, 15 hard; 28 of 33 labels negative), BlueCat Integrity (10 models, 10 hard; 27 of 42 labels negative), EfficientIP SOLIDserver (8 models, 4 hard; 14 of 27 labels negative), Infoblox Universal DDI (5 models; 6 of 15 labels negative) - **ddos-protection**: Akamai Prolexic (12 models, 11 hard; 28 of 38 labels negative), Radware Cloud DDoS Protection (8 models, 4 hard; 10 of 16 labels negative), Imperva DDoS Protection (8 models, 1 hard; 13 of 28 labels negative), AWS Shield (7 models, 5 hard; 16 of 83 labels negative) - **deception-technology**: T-Pot (8 models, 3 hard; 8 of 16 labels negative), Acalvio ShadowPlex (6 models, 3 hard; 11 of 18 labels negative), Illusive Networks (4 models, 1 hard; 5 of 6 labels negative), FortiDeceptor (4 models; 5 of 7 labels negative) - **digital-employee-experience**: Uniswap (6 models; 7 of 38 labels negative), Nexthink Infinity (4 models; 8 of 10 labels negative), Hedgey Finance (3 models, 3 hard; 3 of 3 labels negative), PlayDapp (3 models, 3 hard; 3 of 3 labels negative) - **digital-risk-protection**: Recorded Future (12 models, 9 hard; 31 of 36 labels negative), ZeroFox (9 models, 2 hard; 17 of 38 labels negative), Group-IB Digital Risk Protection (6 models, 2 hard; 8 of 10 labels negative), Proofpoint Digital Risk Protection (5 models; 8 of 14 labels negative) - **dns-filtering**: Cisco Umbrella (8 models, 2 hard; 24 of 41 labels negative), NextDNS (4 models, 2 hard; 4 of 31 labels negative), DNSFilter (4 models; 4 of 62 labels negative), CleanBrowsing (3 models, 2 hard; 3 of 9 labels negative) - **dynamic-application-security-testing**: Burp Suite (10 models, 3 hard; 18 of 41 labels negative), Invicti (9 models, 2 hard; 12 of 28 labels negative), HCL AppScan (7 models, 6 hard; 8 of 10 labels negative), OWASP ZAP (7 models, 1 hard; 12 of 70 labels negative) - **edi-platforms**: SPS Commerce (9 models, 6 hard; 16 of 38 labels negative), TrueCommerce EDI (9 models, 4 hard; 14 of 58 labels negative), OpenText Trading Grid (5 models, 2 hard; 5 of 6 labels negative), IBM Sterling (5 models, 1 hard; 5 of 5 labels negative) - **email-security**: Barracuda Email Protection (8 models, 2 hard; 8 of 38 labels negative), Mimecast Email Security (8 models, 2 hard; 9 of 45 labels negative), Proofpoint Email Protection (6 models, 1 hard; 8 of 49 labels negative), SpamTitan (5 models, 1 hard; 5 of 25 labels negative) - **embedded-analytics**: Looker (10 models, 9 hard; 20 of 27 labels negative), Tableau (9 models, 10 hard; 19 of 25 labels negative), Power BI Embedded (8 models, 5 hard; 15 of 30 labels negative), ThoughtSpot Embedded (8 models, 2 hard; 11 of 20 labels negative) - **endpoint-detection-and-response**: CrowdStrike Falcon Insight (10 models, 3 hard; 13 of 53 labels negative), SentinelOne Singularity (7 models, 1 hard; 7 of 59 labels negative), Palo Alto Networks Cortex XDR (3 models, 2 hard; 3 of 5 labels negative), Symantec Endpoint Security (3 models, 2 hard; 3 of 3 labels negative) - **endpoint-protection**: CrowdStrike Falcon (7 models, 2 hard; 12 of 18 labels negative), Avast Business (5 models, 4 hard; 5 of 8 labels negative), CrowdStrike (5 models, 2 hard; 5 of 12 labels negative), Sophos Intercept X (5 models, 1 hard; 5 of 38 labels negative) - **enterprise-ai-assistants**: ChatGPT (11 models, 3 hard; 13 of 67 labels negative), Microsoft 365 Copilot (6 models, 2 hard; 7 of 37 labels negative), Claude (6 models, 1 hard; 7 of 33 labels negative), Microsoft Copilot (5 models, 2 hard; 5 of 24 labels negative) - **enterprise-architecture-tools**: Bizzdesign Horizzon (12 models, 8 hard; 22 of 29 labels negative), SAP LeanIX (11 models, 6 hard; 15 of 28 labels negative), Ardoq (11 models, 5 hard; 19 of 41 labels negative), LeanIX (10 models, 3 hard; 16 of 35 labels negative) - **enterprise-browsers**: Island Enterprise Browser (10 models, 6 hard; 24 of 48 labels negative), Brave (7 models, 5 hard; 11 of 14 labels negative), Opera (5 models, 3 hard; 5 of 6 labels negative), Firefox ESR (5 models, 1 hard; 5 of 12 labels negative) - **enterprise-storage-systems**: NetApp AFF (8 models, 3 hard; 11 of 30 labels negative), Dell EMC PowerMax (4 models, 4 hard; 4 of 4 labels negative), Dell PowerStore (4 models, 1 hard; 4 of 22 labels negative), Pure Storage FlashArray (4 models, 1 hard; 4 of 16 labels negative) - **error-and-crash-monitoring**: Datadog Error Tracking (13 models, 11 hard; 19 of 24 labels negative), New Relic Errors Inbox (11 models, 9 hard; 13 of 14 labels negative), Dynatrace (8 models, 9 hard; 9 of 9 labels negative), Sentry (8 models; 11 of 76 labels negative) - **etl-and-elt**: Fivetran (14 models, 5 hard; 32 of 69 labels negative), Stitch (9 models, 1 hard; 9 of 48 labels negative), Matillion (7 models, 3 hard; 9 of 19 labels negative), Airbyte (7 models, 1 hard; 10 of 71 labels negative) - **extended-detection-and-response**: Palo Alto Networks Cortex XDR (14 models, 7 hard; 22 of 27 labels negative), CrowdStrike Falcon Insight XDR (13 models, 5 hard; 23 of 49 labels negative), Microsoft Defender XDR (9 models, 5 hard; 12 of 47 labels negative), SentinelOne Singularity (8 models, 4 hard; 10 of 44 labels negative) - **feature-flags**: LaunchDarkly (12 models, 12 hard; 46 of 61 labels negative), Split (8 models, 4 hard; 8 of 20 labels negative), Unleash (7 models, 1 hard; 9 of 44 labels negative), Statsig (6 models, 2 hard; 6 of 42 labels negative) - **grc-platforms**: ServiceNow Integrated Risk Management (13 models, 15 hard; 25 of 28 labels negative), MetricStream (12 models, 13 hard; 21 of 23 labels negative), Archer (11 models, 15 hard; 21 of 23 labels negative), OneTrust GRC (7 models, 6 hard; 9 of 13 labels negative) - **identity-governance**: Saviynt Enterprise Identity Cloud (14 models, 13 hard; 33 of 35 labels negative), One Identity Manager (12 models, 10 hard; 23 of 26 labels negative), SailPoint Identity Security Cloud (11 models, 16 hard; 43 of 52 labels negative), Oracle Identity Governance (10 models, 8 hard; 11 of 11 labels negative) - **identity-threat-detection-and-response**: Silverfort ITDR (8 models, 3 hard; 13 of 23 labels negative), CrowdStrike Falcon Identity Protection (8 models, 1 hard; 12 of 21 labels negative), CrowdStrike (7 models, 3 hard; 9 of 11 labels negative), SentinelOne Singularity Identity (4 models, 1 hard; 4 of 7 labels negative) - **identity-verification**: Jumio (8 models, 6 hard; 14 of 23 labels negative), Onfido (8 models, 5 hard; 11 of 24 labels negative), Persona (7 models, 4 hard; 8 of 38 labels negative), Sumsub (6 models, 1 hard; 6 of 38 labels negative) - **incident-management-and-on-call**: ServiceNow ITSM (12 models, 8 hard; 14 of 14 labels negative), PagerDuty (12 models, 5 hard; 35 of 68 labels negative), Opsgenie (11 models, 22 hard; 29 of 46 labels negative), Jira Service Management (7 models, 3 hard; 9 of 28 labels negative) - **infrastructure-as-code**: AWS CloudFormation (10 models, 3 hard; 12 of 48 labels negative), Terraform (9 models, 4 hard; 14 of 87 labels negative), Azure Bicep (9 models, 3 hard; 9 of 29 labels negative), Pulumi (9 models; 11 of 75 labels negative) - **infrastructure-monitoring**: Datadog (13 models, 12 hard; 31 of 59 labels negative), Zabbix (12 models, 4 hard; 15 of 58 labels negative), Dynatrace (11 models, 9 hard; 17 of 21 labels negative), Nagios (10 models, 6 hard; 15 of 24 labels negative) - **insider-risk-management**: Teramind (11 models, 5 hard; 21 of 51 labels negative), Veriato (7 models, 4 hard; 7 of 12 labels negative), DTEX InTERCEPT (6 models, 4 hard; 8 of 18 labels negative), Varonis Data Security Platform (6 models, 3 hard; 6 of 8 labels negative) - **intelligent-document-processing**: ABBYY Vantage (10 models, 11 hard; 21 of 31 labels negative), UiPath Document Understanding (10 models, 8 hard; 16 of 26 labels negative), Rossum (10 models, 7 hard; 16 of 41 labels negative), Automation Anywhere (8 models, 4 hard; 9 of 10 labels negative) - **internal-developer-portals**: Backstage (14 models, 17 hard; 38 of 67 labels negative), Humanitec (8 models, 5 hard; 11 of 18 labels negative), Palo Alto Networks Cortex Cloud (8 models, 1 hard; 13 of 36 labels negative), OpsLevel (5 models, 2 hard; 9 of 33 labels negative) - **it-asset-management**: ServiceNow IT Asset Management (14 models, 17 hard; 21 of 23 labels negative), Flexera One IT Asset Management (8 models, 5 hard; 8 of 9 labels negative), Asset Panda (6 models, 2 hard; 6 of 29 labels negative), ManageEngine AssetExplorer (6 models, 2 hard; 6 of 40 labels negative) - **it-documentation**: Notion (12 models, 1 hard; 16 of 64 labels negative), Confluence (11 models, 3 hard; 13 of 57 labels negative), IT Glue (8 models, 4 hard; 22 of 42 labels negative), Document360 (5 models, 3 hard; 5 of 29 labels negative) - **it-financial-management**: IBM Apptio Cloudability (9 models, 6 hard; 21 of 26 labels negative), IBM Apptio (8 models, 6 hard; 16 of 18 labels negative), ServiceNow IT Financial Management (7 models, 6 hard; 14 of 20 labels negative), Flexera One (7 models, 2 hard; 9 of 21 labels negative) - **it-service-management**: ServiceNow ITSM (14 models, 19 hard; 36 of 36 labels negative), BMC Helix ITSM (11 models, 12 hard; 15 of 15 labels negative), Ivanti Neurons for ITSM (6 models, 3 hard; 6 of 8 labels negative), Jira Service Management (6 models; 6 of 60 labels negative) - **llm-gateways-and-observability**: LiteLLM (10 models, 4 hard; 10 of 61 labels negative), OpenRouter (6 models, 1 hard; 6 of 53 labels negative), Portkey (6 models, 1 hard; 7 of 59 labels negative), Helicone (5 models, 1 hard; 5 of 34 labels negative) - **load-balancers**: F5 BIG-IP (11 models, 9 hard; 17 of 17 labels negative), Citrix ADC (9 models, 9 hard; 15 of 17 labels negative), HAProxy (6 models; 10 of 65 labels negative), NGINX (6 models; 8 of 63 labels negative) - **log-management**: Splunk (14 models, 18 hard; 34 of 44 labels negative), Datadog Log Management (14 models, 12 hard; 34 of 66 labels negative), Elastic Stack (11 models, 9 hard; 23 of 46 labels negative), Graylog (8 models, 4 hard; 9 of 48 labels negative) - **managed-detection-and-response**: CrowdStrike Falcon Complete (5 models, 2 hard; 9 of 15 labels negative), Arctic Wolf Managed Detection and Response (4 models, 3 hard; 7 of 28 labels negative), SentinelOne Singularity MDR (3 models; 3 of 15 labels negative), CrowdStrike (2 models; 3 of 7 labels negative) - **managed-dns**: Network Solutions (9 models, 9 hard; 9 of 9 labels negative), GoDaddy DNS (8 models, 8 hard; 12 of 13 labels negative), Namecheap (4 models, 3 hard; 6 of 13 labels negative), NS1 (4 models, 1 hard; 5 of 12 labels negative) - **managed-file-transfer**: Axway SecureTransport (8 models, 2 hard; 8 of 13 labels negative), Progress MOVEit Transfer (6 models, 4 hard; 8 of 12 labels negative), GoAnywhere MFT (6 models, 1 hard; 7 of 32 labels negative), Fortra GoAnywhere MFT (5 models, 3 hard; 8 of 10 labels negative) - **managed-kubernetes-platforms**: Amazon EKS (13 models, 15 hard; 44 of 68 labels negative), Google Kubernetes Engine (13 models, 8 hard; 24 of 71 labels negative), Azure Kubernetes Service (12 models, 4 hard; 23 of 60 labels negative), Red Hat OpenShift (9 models, 5 hard; 10 of 12 labels negative) - **managed-relational-databases**: PlanetScale (11 models, 8 hard; 13 of 34 labels negative), Amazon RDS (10 models, 1 hard; 16 of 71 labels negative), Google Cloud SQL (10 models; 14 of 64 labels negative), Amazon Aurora (9 models, 4 hard; 14 of 22 labels negative) - **master-data-management**: Informatica MDM (14 models, 17 hard; 43 of 53 labels negative), SAP Master Data Governance (14 models, 16 hard; 23 of 23 labels negative), Reltio (8 models, 6 hard; 12 of 24 labels negative), Stibo Systems STEP (7 models, 2 hard; 9 of 19 labels negative) - **microsegmentation**: VMware NSX (10 models, 5 hard; 19 of 28 labels negative), Cisco Secure Workload (10 models, 4 hard; 15 of 27 labels negative), Illumio Segmentation (9 models, 6 hard; 29 of 56 labels negative), Akamai Guardicore Segmentation (7 models, 3 hard; 15 of 39 labels negative) - **microsoft-365-management**: CoreView (8 models, 4 hard; 13 of 23 labels negative), Microsoft Intune (5 models, 1 hard; 5 of 20 labels negative), AvePoint Confidence Platform (4 models, 3 hard; 5 of 10 labels negative), CIPP (4 models, 2 hard; 5 of 18 labels negative) - **ml-platforms**: Amazon SageMaker (12 models, 11 hard; 22 of 52 labels negative), Azure Machine Learning (10 models, 8 hard; 13 of 48 labels negative), Google Vertex AI (10 models, 8 hard; 15 of 55 labels negative), Databricks Mosaic AI (8 models, 6 hard; 13 of 32 labels negative) - **multi-factor-authentication**: Okta Verify (8 models, 3 hard; 12 of 41 labels negative), Google Authenticator (5 models; 5 of 35 labels negative), Authy (4 models, 1 hard; 4 of 22 labels negative), RSA SecurID (3 models, 1 hard; 3 of 3 labels negative) - **network-access-control**: Aruba ClearPass (10 models, 7 hard; 18 of 38 labels negative), Cisco ISE (9 models, 10 hard; 28 of 34 labels negative), Forescout (8 models, 9 hard; 15 of 19 labels negative), Cisco Identity Services Engine (4 models, 4 hard; 5 of 7 labels negative) - **network-detection-and-response**: Darktrace (12 models, 11 hard; 24 of 40 labels negative), Vectra AI (9 models, 9 hard; 22 of 38 labels negative), Cisco Secure Network Analytics (8 models, 4 hard; 8 of 15 labels negative), Corelight Open NDR (8 models, 3 hard; 11 of 26 labels negative) - **network-monitoring-and-management**: Nagios (11 models, 4 hard; 17 of 33 labels negative), SolarWinds Network Performance Monitor (10 models, 4 hard; 12 of 19 labels negative), Zabbix (10 models, 3 hard; 11 of 56 labels negative), Datadog Network Monitoring (7 models, 2 hard; 9 of 21 labels negative) - **next-generation-firewalls**: Palo Alto Networks NGFW (10 models, 6 hard; 18 of 33 labels negative), SonicWall (8 models, 1 hard; 8 of 18 labels negative), Cisco Secure Firewall (6 models, 3 hard; 7 of 19 labels negative), Check Point Quantum (3 models, 2 hard; 4 of 7 labels negative) - **non-human-identity-management**: SailPoint (8 models, 4 hard; 10 of 14 labels negative), CyberArk Identity Security Platform (7 models, 3 hard; 14 of 17 labels negative), Astrix Security (6 models, 3 hard; 11 of 21 labels negative), Entro Security (5 models, 3 hard; 10 of 28 labels negative) - **nosql-databases**: Apache Cassandra (12 models, 6 hard; 21 of 36 labels negative), MongoDB (9 models, 2 hard; 10 of 82 labels negative), Amazon DynamoDB (9 models, 1 hard; 11 of 60 labels negative), Apache HBase (6 models, 6 hard; 7 of 8 labels negative) - **object-storage**: Amazon S3 (14 models, 7 hard; 37 of 66 labels negative), Wasabi Object Storage (11 models, 2 hard; 18 of 62 labels negative), Google Cloud Storage (10 models, 5 hard; 20 of 39 labels negative), Azure Blob Storage (10 models, 4 hard; 17 of 35 labels negative) - **observability-platforms**: Datadog (14 models, 15 hard; 47 of 67 labels negative), Dynatrace (13 models, 9 hard; 18 of 26 labels negative), New Relic (9 models; 10 of 65 labels negative), Splunk (7 models, 7 hard; 11 of 14 labels negative) - **ot-and-iot-security**: Dragos Platform (8 models, 6 hard; 19 of 37 labels negative), Claroty xDome (8 models, 5 hard; 18 of 47 labels negative), Nozomi Networks Guardian (7 models, 5 hard; 15 of 39 labels negative), Microsoft Defender for IoT (7 models, 1 hard; 7 of 46 labels negative) - **patch-management**: Windows Server Update Services (8 models, 4 hard; 10 of 14 labels negative), ManageEngine Patch Manager Plus (8 models, 1 hard; 8 of 41 labels negative), Microsoft Configuration Manager (7 models, 6 hard; 8 of 8 labels negative), Tanium Patch (5 models, 5 hard; 6 of 7 labels negative) - **penetration-testing-as-a-service**: Cobalt (4 models; 4 of 37 labels negative), Acunetix (2 models, 1 hard; 3 of 15 labels negative), Bishop Fox (2 models, 1 hard; 2 of 4 labels negative), HackerOne (2 models, 1 hard; 2 of 6 labels negative) - **privileged-access-management**: CyberArk Privileged Access Manager (13 models, 17 hard; 43 of 49 labels negative), BeyondTrust (12 models, 13 hard; 33 of 41 labels negative), Delinea Secret Server (8 models, 3 hard; 9 of 38 labels negative), ManageEngine PAM360 (4 models; 4 of 51 labels negative) - **process-mining**: Celonis Process Intelligence Platform (14 models, 16 hard; 50 of 55 labels negative), UiPath Process Mining (12 models, 6 hard; 19 of 41 labels negative), SAP Signavio Process Intelligence (10 models, 12 hard; 23 of 31 labels negative), IBM Process Mining (9 models, 10 hard; 19 of 25 labels negative) - **proxy-networks**: Oxylabs (11 models, 4 hard; 17 of 42 labels negative), Bright Data (9 models, 3 hard; 15 of 45 labels negative), IPRoyal (5 models, 4 hard; 5 of 27 labels negative), Proxy6.net (4 models, 4 hard; 4 of 4 labels negative) - **remote-monitoring-and-management**: Kaseya VSA (13 models, 13 hard; 19 of 23 labels negative), Datto RMM (11 models, 7 hard; 16 of 33 labels negative), ConnectWise Automate (10 models, 5 hard; 14 of 18 labels negative), ConnectWise RMM (6 models, 1 hard; 6 of 13 labels negative) - **remote-support-and-remote-access**: TeamViewer (12 models, 6 hard; 31 of 62 labels negative), ConnectWise ScreenConnect (10 models, 1 hard; 10 of 28 labels negative), AnyDesk (9 models, 5 hard; 11 of 47 labels negative), Chrome Remote Desktop (7 models, 4 hard; 9 of 20 labels negative) - **robotic-process-automation**: UiPath (14 models, 7 hard; 21 of 61 labels negative), Automation Anywhere (12 models, 6 hard; 18 of 46 labels negative), Blue Prism (10 models, 6 hard; 16 of 17 labels negative), SS&C Blue Prism (8 models, 5 hard; 9 of 10 labels negative) - **saas-management-platforms**: Zylo (11 models, 13 hard; 31 of 37 labels negative), Torii (11 models, 8 hard; 22 of 41 labels negative), Zluri (9 models, 4 hard; 15 of 38 labels negative), BetterCloud (8 models, 7 hard; 16 of 42 labels negative) - **saas-security-posture-management**: AppOmni (9 models, 4 hard; 26 of 39 labels negative), Obsidian Security (5 models, 3 hard; 7 of 20 labels negative), Adaptive Shield (5 models; 8 of 17 labels negative), Obsidian (5 models; 7 of 11 labels negative) - **sase-platforms**: Zscaler Zero Trust Exchange (13 models, 12 hard; 33 of 43 labels negative), Netskope One (10 models, 5 hard; 10 of 23 labels negative), Palo Alto Networks Prisma SASE (9 models, 6 hard; 13 of 21 labels negative), Check Point Harmony SASE (7 models, 4 hard; 8 of 30 labels negative) - **sd-wan**: Cisco Catalyst SD-WAN (12 models, 10 hard; 18 of 31 labels negative), Palo Alto Networks Prisma SD-WAN (10 models, 7 hard; 16 of 28 labels negative), VMware VeloCloud SD-WAN (10 models, 7 hard; 15 of 35 labels negative), Versa Secure SD-WAN (9 models, 6 hard; 9 of 19 labels negative) - **secrets-management**: HashiCorp Vault (13 models, 15 hard; 46 of 70 labels negative), AWS Secrets Manager (8 models, 1 hard; 15 of 56 labels negative), CyberArk Conjur (6 models, 3 hard; 7 of 9 labels negative), Azure Key Vault (5 models; 6 of 30 labels negative) - **secure-code-training**: Secure Code Warrior (10 models, 5 hard; 25 of 47 labels negative), Security Journey (6 models, 2 hard; 6 of 33 labels negative), SANS (3 models, 2 hard; 4 of 5 labels negative), Veracode (3 models, 2 hard; 3 of 4 labels negative) - **security-awareness-training**: KnowBe4 (11 models, 10 hard; 27 of 60 labels negative), Proofpoint ZenGuide (9 models, 7 hard; 16 of 31 labels negative), Hoxhunt (4 models, 1 hard; 4 of 19 labels negative), SANS Security Awareness (3 models, 1 hard; 3 of 5 labels negative) - **server-virtualization-platforms**: VMware vSphere (11 models, 14 hard; 41 of 58 labels negative), Nutanix AHV (7 models, 1 hard; 13 of 33 labels negative), Oracle VM VirtualBox (6 models, 5 hard; 7 of 12 labels negative), VirtualBox (6 models, 4 hard; 6 of 7 labels negative) - **siem-platforms**: Splunk Enterprise Security (14 models, 14 hard; 29 of 39 labels negative), IBM QRadar (10 models, 11 hard; 16 of 19 labels negative), Microsoft Sentinel (7 models; 8 of 60 labels negative), Google Security Operations (5 models, 1 hard; 5 of 7 labels negative) - **soar-platforms**: Splunk SOAR (13 models, 19 hard; 40 of 58 labels negative), Cortex XSOAR (13 models, 15 hard; 35 of 46 labels negative), IBM QRadar SOAR (8 models, 10 hard; 13 of 15 labels negative), IBM QRadar (4 models, 3 hard; 5 of 5 labels negative) - **software-composition-analysis**: Black Duck (10 models, 13 hard; 20 of 25 labels negative), Mend.io (9 models, 5 hard; 14 of 28 labels negative), Snyk Open Source (9 models, 1 hard; 11 of 62 labels negative), Sonatype Lifecycle (8 models, 8 hard; 12 of 22 labels negative) - **source-control-hosting**: Bitbucket (12 models, 1 hard; 15 of 76 labels negative), GitLab (10 models; 12 of 83 labels negative), AWS CodeCommit (9 models, 7 hard; 10 of 15 labels negative), GitHub (7 models; 7 of 80 labels negative) - **static-application-security-testing**: Checkmarx One (13 models, 19 hard; 33 of 41 labels negative), Veracode Static Analysis (13 models, 17 hard; 30 of 35 labels negative), OpenText Fortify (11 models, 12 hard; 16 of 17 labels negative), Black Duck Coverity (7 models, 5 hard; 7 of 7 labels negative) - **streaming-platforms**: Apache Kafka (13 models, 12 hard; 27 of 44 labels negative), Confluent Cloud (12 models, 3 hard; 16 of 62 labels negative), Apache Pulsar (8 models, 8 hard; 10 of 18 labels negative), Amazon MSK (7 models, 2 hard; 11 of 41 labels negative) - **telemetry-pipelines**: Datadog (8 models, 5 hard; 20 of 30 labels negative), Cribl Stream (6 models, 1 hard; 6 of 25 labels negative), New Relic (6 models; 10 of 21 labels negative), Splunk Observability Cloud (5 models, 3 hard; 7 of 9 labels negative) - **third-party-risk-management**: OneTrust Third-Party Risk Management (12 models, 10 hard; 25 of 28 labels negative), Bitsight (9 models, 7 hard; 14 of 20 labels negative), ProcessUnity (9 models, 7 hard; 14 of 18 labels negative), MetricStream (6 models, 3 hard; 7 of 7 labels negative) - **threat-intelligence-platforms**: Recorded Future Intelligence Cloud (13 models, 12 hard; 30 of 48 labels negative), ThreatConnect (10 models, 11 hard; 20 of 35 labels negative), Anomali ThreatStream (10 models, 10 hard; 15 of 30 labels negative), Mandiant Threat Intelligence (7 models, 7 hard; 8 of 13 labels negative) - **time-series-databases**: InfluxDB (9 models, 3 hard; 11 of 68 labels negative), Apache Cassandra (8 models, 4 hard; 9 of 9 labels negative), ClickHouse Cloud (7 models, 2 hard; 10 of 29 labels negative), OpenTSDB (6 models, 5 hard; 7 of 8 labels negative) - **unified-endpoint-management**: Omnissa Workspace ONE (11 models, 13 hard; 22 of 31 labels negative), IBM MaaS360 (11 models, 10 hard; 17 of 19 labels negative), Microsoft Intune (10 models, 1 hard; 12 of 63 labels negative), Jamf (9 models, 2 hard; 15 of 39 labels negative) - **vector-databases**: Pinecone (14 models, 5 hard; 25 of 71 labels negative), Milvus (11 models, 6 hard; 22 of 42 labels negative), Weaviate (10 models, 1 hard; 12 of 66 labels negative), Chroma (10 models; 12 of 42 labels negative) - **video-conferencing**: Zoom Workplace (13 models, 2 hard; 16 of 73 labels negative), Cisco Webex (9 models, 1 hard; 11 of 22 labels negative), Google Meet (9 models; 9 of 72 labels negative), Microsoft (9 models; 9 of 68 labels negative) - **virtual-desktops**: Citrix DaaS (12 models, 8 hard; 26 of 45 labels negative), VMware Horizon (11 models, 7 hard; 19 of 32 labels negative), Azure Virtual Desktop (8 models, 1 hard; 9 of 43 labels negative), Amazon WorkSpaces (7 models, 1 hard; 7 of 61 labels negative) - **vulnerability-management-platforms**: Qualys VMDR (13 models, 7 hard; 29 of 47 labels negative), Tenable Vulnerability Management (13 models, 3 hard; 25 of 37 labels negative), Rapid7 InsightVM (11 models, 8 hard; 21 of 39 labels negative), OpenVAS (9 models, 3 hard; 13 of 26 labels negative) - **web-application-firewalls**: ModSecurity (10 models, 4 hard; 13 of 19 labels negative), Akamai App & API Protector (9 models, 6 hard; 9 of 18 labels negative), Imperva Cloud WAF (9 models, 6 hard; 18 of 28 labels negative), AWS WAF (9 models, 3 hard; 12 of 56 labels negative) - **website-and-synthetic-monitoring**: New Relic Synthetics (11 models, 4 hard; 19 of 25 labels negative), Datadog Synthetic Monitoring (10 models, 5 hard; 19 of 22 labels negative), Dynatrace (8 models, 3 hard; 10 of 11 labels negative), Pingdom (5 models, 2 hard; 8 of 41 labels negative) - **workflow-orchestration**: Apache Airflow (14 models, 16 hard; 37 of 67 labels negative), Zapier (11 models, 1 hard; 15 of 56 labels negative), Temporal (9 models, 6 hard; 12 of 29 labels negative), Camunda (8 models, 5 hard; 8 of 12 labels negative) - **workforce-identity-and-sso**: Okta Workforce Identity (13 models, 6 hard; 35 of 68 labels negative), Ping Identity (7 models, 4 hard; 9 of 17 labels negative), CyberArk Identity (6 models, 2 hard; 7 of 9 labels negative), Microsoft Entra ID (6 models; 7 of 75 labels negative) - **zero-trust-network-access**: Zscaler Private Access (14 models, 8 hard; 35 of 43 labels negative), Palo Alto Networks Prisma Access (12 models, 6 hard; 18 of 19 labels negative), Cisco Secure Access (10 models, 5 hard; 10 of 11 labels negative), Netskope Private Access (8 models, 3 hard; 10 of 11 labels negative) ## Leadership and criticism First-choice share and negative label rate are independent, so every product with at least 10 labels in a category is placed on both axes. Cutoffs: leader at 30% or more of first choices, criticized at 25% or more negative labels. An endorsed leader is recommended and not criticized; a criticized default is recommended while the models list its problems; a criticized challenger is named mostly to be warned against. | Category | Product | First-choice share | Negative rate | Labels | Quadrant | |---|---|---|---|---|---| | ai-coding-assistants | GitHub Copilot | 63% | 11% | 82 | endorsed leader | | ai-coding-assistants | Windsurf | 19% | 4% | 50 | accepted challenger | | ai-coding-assistants | Cursor | 13% | 22% | 63 | accepted challenger | | ai-coding-assistants | Tabnine | 2% | 13% | 38 | accepted challenger | | ai-coding-assistants | Claude Code | 0% | 19% | 27 | accepted challenger | | ai-coding-assistants | Amazon Q Developer | 0% | 32% | 25 | criticized challenger | | ai-coding-assistants | ChatGPT | 0% | 55% | 11 | criticized challenger | | ai-governance-platforms | Strac | 31% | 0% | 37 | endorsed leader | | ai-governance-platforms | Credo AI | 11% | 52% | 54 | criticized challenger | | ai-governance-platforms | Lumenova AI | 6% | 0% | 24 | accepted challenger | | ai-governance-platforms | Arize AI | 2% | 10% | 10 | accepted challenger | | ai-governance-platforms | Microsoft Purview | 2% | 27% | 11 | criticized challenger | | ai-governance-platforms | IBM watsonx.governance | 2% | 69% | 26 | criticized challenger | | ai-governance-platforms | Qlik Staige | 0% | 0% | 12 | accepted challenger | | ai-governance-platforms | Fiddler AI | 0% | 25% | 12 | criticized challenger | | ai-governance-platforms | Holistic AI | 0% | 59% | 22 | criticized challenger | | ai-governance-platforms | OneTrust AI Governance | 0% | 92% | 24 | criticized challenger | | ai-it-support-agents | Freshdesk | 18% | 0% | 26 | accepted challenger | | ai-it-support-agents | Siit | 8% | 0% | 12 | accepted challenger | | ai-it-support-agents | Intercom Fin | 8% | 19% | 21 | accepted challenger | | ai-it-support-agents | Zoho Desk | 6% | 0% | 13 | accepted challenger | | ai-it-support-agents | Tidio | 2% | 0% | 18 | accepted challenger | | ai-it-support-agents | eesel AI | 2% | 0% | 13 | accepted challenger | | ai-it-support-agents | Freshservice | 2% | 10% | 10 | accepted challenger | | ai-it-support-agents | Zendesk AI Agents | 2% | 41% | 22 | criticized challenger | | ai-it-support-agents | ServiceNow Now Assist | 0% | 83% | 12 | criticized challenger | | ai-security-platforms | Microsoft Defender for Cloud | 33% | 0% | 23 | endorsed leader | | ai-security-platforms | Lakera Guard | 6% | 0% | 16 | accepted challenger | | ai-security-platforms | CrowdStrike Falcon Go | 6% | 12% | 17 | accepted challenger | | ai-security-platforms | UnderDefense AI SOC | 4% | 0% | 10 | accepted challenger | | ai-security-platforms | SentinelOne Singularity | 2% | 20% | 20 | accepted challenger | | ai-security-platforms | Huntress | 0% | 0% | 11 | accepted challenger | | ai-security-platforms | Darktrace | 0% | 60% | 10 | criticized challenger | | ai-soc-agents | Dropzone AI | 19% | 8% | 40 | accepted challenger | | ai-soc-agents | Huntress Managed EDR | 12% | 0% | 20 | accepted challenger | | ai-soc-agents | UnderDefense | 8% | 0% | 13 | accepted challenger | | ai-soc-agents | UnderDefense Agentic AI SOC | 8% | 0% | 11 | accepted challenger | | ai-soc-agents | Intezer AI SOC | 8% | 8% | 13 | accepted challenger | | ai-soc-agents | Wazuh | 4% | 9% | 11 | accepted challenger | | ai-soc-agents | Prophet Security | 2% | 9% | 23 | accepted challenger | | ai-soc-agents | Microsoft Security Copilot | 2% | 36% | 14 | criticized challenger | | ai-soc-agents | Radiant Security | 0% | 12% | 17 | accepted challenger | | ai-soc-agents | Torq | 0% | 38% | 13 | criticized challenger | | ai-soc-agents | CrowdStrike Charlotte AI | 0% | 45% | 11 | criticized challenger | | aiops-platforms | Atera | 19% | 0% | 34 | accepted challenger | | aiops-platforms | New Relic | 12% | 19% | 32 | accepted challenger | | aiops-platforms | Datadog | 10% | 38% | 39 | criticized challenger | | aiops-platforms | Site24x7 | 7% | 0% | 19 | accepted challenger | | aiops-platforms | Grafana Cloud | 7% | 0% | 13 | accepted challenger | | aiops-platforms | PagerDuty AIOps | 7% | 7% | 14 | accepted challenger | | aiops-platforms | OpenObserve | 5% | 0% | 14 | accepted challenger | | aiops-platforms | PagerDuty | 3% | 15% | 20 | accepted challenger | | aiops-platforms | BigPanda | 3% | 55% | 22 | criticized challenger | | aiops-platforms | Dynatrace | 3% | 72% | 43 | criticized challenger | | aiops-platforms | Coralogix | 2% | 0% | 13 | accepted challenger | | aiops-platforms | Elastic Observability | 2% | 18% | 11 | accepted challenger | | aiops-platforms | Moogsoft | 0% | 61% | 18 | criticized challenger | | aiops-platforms | ServiceNow ITOM | 0% | 82% | 17 | criticized challenger | | aiops-platforms | Splunk ITSI | 0% | 92% | 12 | criticized challenger | | aiops-platforms | IBM Instana | 0% | 100% | 10 | criticized challenger | | api-gateways | Kong Gateway | 34% | 22% | 76 | endorsed leader | | api-gateways | Zuplo | 27% | 2% | 42 | accepted challenger | | api-gateways | Amazon API Gateway | 22% | 13% | 71 | accepted challenger | | api-gateways | Tyk | 6% | 15% | 47 | accepted challenger | | api-gateways | Cloudflare API Gateway | 2% | 0% | 10 | accepted challenger | | api-gateways | Traefik Hub | 2% | 9% | 11 | accepted challenger | | api-gateways | Apache APISIX | 2% | 31% | 16 | criticized challenger | | api-gateways | Azure API Management | 0% | 33% | 18 | criticized challenger | | api-gateways | NGINX | 0% | 33% | 12 | criticized challenger | | api-gateways | Apigee | 0% | 77% | 31 | criticized challenger | | api-management | Kong Gateway | 28% | 25% | 72 | criticized challenger | | api-management | Zuplo | 25% | 3% | 35 | accepted challenger | | api-management | Amazon API Gateway | 11% | 12% | 60 | accepted challenger | | api-management | Tyk | 10% | 0% | 36 | accepted challenger | | api-management | Postman | 8% | 19% | 36 | accepted challenger | | api-management | Apidog | 7% | 7% | 15 | accepted challenger | | api-management | Stoplight | 3% | 0% | 11 | accepted challenger | | api-management | Azure API Management | 3% | 24% | 33 | accepted challenger | | api-management | Gravitee | 2% | 0% | 20 | accepted challenger | | api-management | WSO2 API Manager | 0% | 18% | 11 | accepted challenger | | api-management | Apigee | 0% | 72% | 54 | criticized challenger | | api-management | IBM API Connect | 0% | 84% | 19 | criticized challenger | | api-management | MuleSoft Anypoint Platform | 0% | 91% | 32 | criticized challenger | | api-security-platforms | 42Crunch | 12% | 3% | 31 | accepted challenger | | api-security-platforms | StackHawk | 11% | 4% | 24 | accepted challenger | | api-security-platforms | Cloudflare API Shield | 9% | 15% | 26 | accepted challenger | | api-security-platforms | Zuplo | 7% | 0% | 15 | accepted challenger | | api-security-platforms | Wallarm API Security | 7% | 19% | 21 | accepted challenger | | api-security-platforms | OWASP ZAP | 7% | 19% | 21 | accepted challenger | | api-security-platforms | Postman | 5% | 8% | 13 | accepted challenger | | api-security-platforms | Beagle Security | 4% | 0% | 19 | accepted challenger | | api-security-platforms | Akto | 4% | 7% | 14 | accepted challenger | | api-security-platforms | Tyk | 2% | 0% | 13 | accepted challenger | | api-security-platforms | APIsec | 2% | 9% | 11 | accepted challenger | | api-security-platforms | Akamai API Security | 2% | 79% | 28 | criticized challenger | | api-security-platforms | Salt Security | 2% | 83% | 36 | criticized challenger | | api-security-platforms | Traceable | 0% | 58% | 12 | criticized challenger | | application-performance-monitoring | New Relic | 53% | 12% | 72 | endorsed leader | | application-performance-monitoring | Sentry | 15% | 11% | 36 | accepted challenger | | application-performance-monitoring | SigNoz | 6% | 3% | 33 | accepted challenger | | application-performance-monitoring | Datadog APM | 6% | 61% | 66 | criticized challenger | | application-performance-monitoring | Elastic APM | 5% | 12% | 17 | accepted challenger | | application-performance-monitoring | Grafana Cloud | 3% | 17% | 29 | accepted challenger | | application-performance-monitoring | AppSignal | 0% | 0% | 10 | accepted challenger | | application-performance-monitoring | Scout APM | 0% | 0% | 11 | accepted challenger | | application-performance-monitoring | Dynatrace | 0% | 76% | 34 | criticized challenger | | application-performance-monitoring | AppDynamics | 0% | 80% | 25 | criticized challenger | | application-security-posture-management | Aikido Security | 71% | 2% | 63 | endorsed leader | | application-security-posture-management | Snyk | 19% | 11% | 35 | accepted challenger | | application-security-posture-management | Conviso Platform | 4% | 8% | 13 | accepted challenger | | application-security-posture-management | DefectDojo | 2% | 11% | 19 | accepted challenger | | application-security-posture-management | Jit | 0% | 11% | 27 | accepted challenger | | application-security-posture-management | Snyk AppRisk | 0% | 18% | 11 | accepted challenger | | application-security-posture-management | Cycode ASPM | 0% | 52% | 21 | criticized challenger | | application-security-posture-management | Legit Security | 0% | 64% | 11 | criticized challenger | | application-security-posture-management | Checkmarx One | 0% | 71% | 14 | criticized challenger | | application-security-posture-management | ArmorCode | 0% | 74% | 23 | criticized challenger | | application-security-posture-management | Veracode Risk Manager | 0% | 80% | 10 | criticized challenger | | application-security-posture-management | Apiiro | 0% | 85% | 13 | criticized challenger | | application-shielding | Appdome | 23% | 31% | 48 | criticized challenger | | application-shielding | AppTego | 15% | 0% | 16 | accepted challenger | | application-shielding | AppSealing | 8% | 0% | 14 | accepted challenger | | application-shielding | DoveRunner AppSealing | 8% | 12% | 26 | accepted challenger | | application-shielding | LIAPP | 4% | 0% | 10 | accepted challenger | | application-shielding | Approov | 4% | 0% | 13 | accepted challenger | | application-shielding | Promon SHIELD | 4% | 26% | 23 | criticized challenger | | application-shielding | Cloudflare Application Security | 0% | 20% | 10 | accepted challenger | | application-shielding | Guardsquare DexGuard / iXGuard | 0% | 38% | 32 | criticized challenger | | application-shielding | DexGuard | 0% | 40% | 10 | criticized challenger | | application-shielding | Verimatrix Application Shielding | 0% | 45% | 11 | criticized challenger | | artifact-and-container-registries | GitHub Packages | 33% | 10% | 60 | endorsed leader | | artifact-and-container-registries | GitLab Package Registry | 8% | 0% | 10 | accepted challenger | | artifact-and-container-registries | JFrog Artifactory | 6% | 57% | 40 | criticized challenger | | artifact-and-container-registries | Sonatype Nexus Repository | 5% | 0% | 14 | accepted challenger | | artifact-and-container-registries | Harbor | 5% | 28% | 40 | criticized challenger | | artifact-and-container-registries | Docker Hub | 5% | 63% | 35 | criticized challenger | | artifact-and-container-registries | Cloudsmith | 3% | 26% | 19 | criticized challenger | | artifact-and-container-registries | AWS CodeArtifact | 2% | 0% | 16 | accepted challenger | | artifact-and-container-registries | Google Artifact Registry | 0% | 9% | 33 | accepted challenger | | artifact-and-container-registries | Azure Container Registry | 0% | 11% | 27 | accepted challenger | | artifact-and-container-registries | AWS ECR | 0% | 15% | 13 | accepted challenger | | artifact-and-container-registries | Amazon ECR | 0% | 17% | 12 | accepted challenger | | attack-surface-management | Intruder | 26% | 0% | 44 | accepted challenger | | attack-surface-management | Attaxion | 19% | 0% | 27 | accepted challenger | | attack-surface-management | Detectify | 7% | 17% | 30 | accepted challenger | | attack-surface-management | SurfaceLoop | 5% | 0% | 11 | accepted challenger | | attack-surface-management | Halo Security | 5% | 0% | 11 | accepted challenger | | attack-surface-management | Censys ASM | 5% | 38% | 16 | criticized challenger | | attack-surface-management | PortWarden | 3% | 0% | 11 | accepted challenger | | attack-surface-management | UpGuard BreachSight | 3% | 17% | 24 | accepted challenger | | attack-surface-management | Tenable Attack Surface Management | 3% | 60% | 15 | criticized challenger | | attack-surface-management | Microsoft Defender External Attack Surface Management | 2% | 36% | 28 | criticized challenger | | attack-surface-management | Wiz | 2% | 54% | 13 | criticized challenger | | attack-surface-management | CyCognito | 2% | 72% | 25 | criticized challenger | | attack-surface-management | Cortex Xpanse | 0% | 95% | 21 | criticized challenger | | backup-and-disaster-recovery | Acronis Cyber Protect | 23% | 2% | 51 | accepted challenger | | backup-and-disaster-recovery | IDrive Business | 12% | 4% | 23 | accepted challenger | | backup-and-disaster-recovery | Datto SIRIS | 9% | 7% | 28 | accepted challenger | | backup-and-disaster-recovery | Backblaze | 7% | 0% | 17 | accepted challenger | | backup-and-disaster-recovery | Veeam Data Platform | 7% | 11% | 44 | accepted challenger | | backup-and-disaster-recovery | Backblaze Business Backup | 4% | 5% | 19 | accepted challenger | | backup-and-disaster-recovery | Carbonite Safe | 2% | 0% | 13 | accepted challenger | | backup-and-disaster-recovery | Backblaze B2 | 2% | 0% | 10 | accepted challenger | | backup-and-disaster-recovery | Google Drive | 0% | 100% | 10 | criticized challenger | | backup-and-disaster-recovery | Dropbox | 0% | 100% | 11 | criticized challenger | | backup-and-disaster-recovery | Microsoft OneDrive | 0% | 100% | 10 | criticized challenger | | bot-management | Cloudflare Bot Management | 60% | 7% | 54 | endorsed leader | | bot-management | Indusface AppTrana | 10% | 3% | 30 | accepted challenger | | bot-management | DataDome | 6% | 47% | 43 | criticized challenger | | bot-management | Radware Bot Manager | 2% | 36% | 14 | criticized challenger | | bot-management | AWS WAF + Bot Control | 0% | 10% | 10 | accepted challenger | | bot-management | Imperva Advanced Bot Protection | 0% | 64% | 28 | criticized challenger | | bot-management | Akamai Bot Manager | 0% | 68% | 37 | criticized challenger | | breach-and-attack-simulation | Vanta | 13% | 0% | 12 | accepted challenger | | breach-and-attack-simulation | Infection Monkey | 11% | 0% | 15 | accepted challenger | | breach-and-attack-simulation | AttackIQ Flex | 10% | 6% | 18 | accepted challenger | | breach-and-attack-simulation | Cymulate | 10% | 35% | 52 | criticized challenger | | breach-and-attack-simulation | Horizon3.ai NodeZero | 8% | 0% | 16 | accepted challenger | | breach-and-attack-simulation | Picus Security Validation Platform | 8% | 25% | 52 | criticized challenger | | breach-and-attack-simulation | OpenBAS | 7% | 8% | 13 | accepted challenger | | breach-and-attack-simulation | NodeZero | 5% | 16% | 19 | accepted challenger | | breach-and-attack-simulation | AttackIQ | 3% | 50% | 32 | criticized challenger | | breach-and-attack-simulation | SafeBreach | 2% | 63% | 41 | criticized challenger | | breach-and-attack-simulation | Pentera | 2% | 70% | 27 | criticized challenger | | breach-and-attack-simulation | Mandiant Security Validation | 0% | 92% | 12 | criticized challenger | | business-continuity-management | SafetyCulture | 46% | 0% | 46 | endorsed leader | | business-continuity-management | Sprinto | 10% | 4% | 26 | accepted challenger | | business-continuity-management | Preparis | 8% | 0% | 31 | accepted challenger | | business-continuity-management | BCMMetrics | 4% | 0% | 14 | accepted challenger | | business-continuity-management | Riskonnect Business Continuity & Resilience | 2% | 67% | 18 | criticized challenger | | business-continuity-management | BC in the Cloud | 0% | 8% | 24 | accepted challenger | | business-continuity-management | Everbridge 360 | 0% | 69% | 13 | criticized challenger | | business-continuity-management | MetricStream Business Continuity Management | 0% | 90% | 10 | criticized challenger | | business-continuity-management | Fusion Risk Management | 0% | 91% | 22 | criticized challenger | | business-continuity-management | Archer | 0% | 100% | 11 | criticized challenger | | business-password-managers | Bitwarden | 49% | 4% | 68 | endorsed leader | | business-password-managers | 1Password | 41% | 6% | 69 | endorsed leader | | business-password-managers | RoboForm | 4% | 0% | 17 | accepted challenger | | business-password-managers | LastPass | 4% | 61% | 46 | criticized challenger | | business-password-managers | Keeper Security | 0% | 2% | 43 | accepted challenger | | business-password-managers | NordPass | 0% | 3% | 35 | accepted challenger | | business-password-managers | Dashlane | 0% | 21% | 39 | accepted challenger | | business-phone-systems | Nextiva | 31% | 4% | 51 | endorsed leader | | business-phone-systems | RingCentral | 21% | 14% | 42 | accepted challenger | | business-phone-systems | Zoom Phone | 14% | 8% | 39 | accepted challenger | | business-phone-systems | Google Voice | 7% | 25% | 28 | criticized challenger | | business-phone-systems | Grasshopper | 3% | 6% | 31 | accepted challenger | | business-phone-systems | Ooma Office | 2% | 0% | 22 | accepted challenger | | business-phone-systems | Dialpad | 2% | 3% | 32 | accepted challenger | | business-phone-systems | Microsoft Teams Phone | 0% | 0% | 14 | accepted challenger | | business-phone-systems | Quo | 0% | 8% | 13 | accepted challenger | | business-phone-systems | Vonage | 0% | 17% | 12 | accepted challenger | | business-phone-systems | 8x8 | 0% | 33% | 15 | criticized challenger | | certificate-lifecycle-management | Sectigo Certificate Manager | 12% | 17% | 36 | accepted challenger | | certificate-lifecycle-management | Let's Encrypt | 11% | 10% | 10 | accepted challenger | | certificate-lifecycle-management | Certbot | 9% | 0% | 16 | accepted challenger | | certificate-lifecycle-management | ZeroSSL | 7% | 3% | 31 | accepted challenger | | certificate-lifecycle-management | Sectigo SCM Pro | 7% | 14% | 14 | accepted challenger | | certificate-lifecycle-management | Smallstep Certificate Manager | 5% | 0% | 16 | accepted challenger | | certificate-lifecycle-management | Certify The Web | 4% | 0% | 18 | accepted challenger | | certificate-lifecycle-management | CertKit | 4% | 18% | 11 | accepted challenger | | certificate-lifecycle-management | DigiCert Trust Lifecycle Manager | 2% | 47% | 19 | criticized challenger | | certificate-lifecycle-management | Venafi | 2% | 79% | 19 | criticized challenger | | certificate-lifecycle-management | AWS Certificate Manager | 0% | 4% | 26 | accepted challenger | | certificate-lifecycle-management | cert-manager | 0% | 8% | 12 | accepted challenger | | certificate-lifecycle-management | DigiCert | 0% | 36% | 11 | criticized challenger | | certificate-lifecycle-management | AppViewX CERT+ | 0% | 69% | 16 | criticized challenger | | certificate-lifecycle-management | Keyfactor | 0% | 69% | 16 | criticized challenger | | certificate-lifecycle-management | Keyfactor Command | 0% | 75% | 16 | criticized challenger | | ci-cd-platforms | GitHub Actions | 75% | 1% | 74 | endorsed leader | | ci-cd-platforms | GitLab CI/CD | 15% | 13% | 76 | accepted challenger | | ci-cd-platforms | CircleCI | 5% | 19% | 67 | accepted challenger | | ci-cd-platforms | Bitbucket Pipelines | 0% | 17% | 23 | accepted challenger | | ci-cd-platforms | Buildkite | 0% | 19% | 16 | accepted challenger | | ci-cd-platforms | JetBrains TeamCity | 0% | 45% | 11 | criticized challenger | | ci-cd-platforms | Azure Pipelines | 0% | 54% | 13 | criticized challenger | | ci-cd-platforms | Travis CI | 0% | 67% | 12 | criticized challenger | | ci-cd-platforms | Jenkins | 0% | 85% | 61 | criticized challenger | | client-side-protection | cside | 14% | 0% | 25 | accepted challenger | | client-side-protection | Microsoft Defender for Cloud | 12% | 0% | 22 | accepted challenger | | client-side-protection | Reflectiz | 5% | 43% | 23 | criticized challenger | | client-side-protection | Feroot PaymentGuard | 4% | 36% | 11 | criticized challenger | | client-side-protection | Imperva Client-Side Protection | 4% | 44% | 18 | criticized challenger | | client-side-protection | Cloudflare Page Shield | 2% | 0% | 15 | accepted challenger | | client-side-protection | Jscrambler Webpage Integrity | 2% | 41% | 27 | criticized challenger | | client-side-protection | Source Defense | 2% | 42% | 19 | criticized challenger | | client-side-protection | HUMAN Security | 0% | 67% | 12 | criticized challenger | | cloud-cost-management | Vantage | 41% | 2% | 54 | endorsed leader | | cloud-cost-management | AWS Cost Explorer | 14% | 4% | 52 | accepted challenger | | cloud-cost-management | Economize | 7% | 0% | 12 | accepted challenger | | cloud-cost-management | Microsoft Cost Management | 3% | 0% | 31 | accepted challenger | | cloud-cost-management | nOps | 3% | 8% | 12 | accepted challenger | | cloud-cost-management | CloudZero | 3% | 32% | 41 | criticized challenger | | cloud-cost-management | Google Cloud Cost Management | 2% | 0% | 11 | accepted challenger | | cloud-cost-management | Google Cloud Billing | 2% | 0% | 19 | accepted challenger | | cloud-cost-management | Finout | 2% | 36% | 11 | criticized challenger | | cloud-cost-management | VMware Tanzu CloudHealth | 2% | 83% | 23 | criticized challenger | | cloud-cost-management | Infracost | 0% | 0% | 22 | accepted challenger | | cloud-cost-management | OpenCost | 0% | 0% | 13 | accepted challenger | | cloud-cost-management | Kubecost | 0% | 4% | 24 | accepted challenger | | cloud-cost-management | CAST AI | 0% | 6% | 16 | accepted challenger | | cloud-cost-management | ProsperOps | 0% | 14% | 14 | accepted challenger | | cloud-cost-management | Harness Cloud Cost Management | 0% | 33% | 12 | criticized challenger | | cloud-cost-management | IBM Apptio Cloudability | 0% | 93% | 29 | criticized challenger | | cloud-cost-management | Flexera One | 0% | 100% | 12 | criticized challenger | | cloud-hosting | DigitalOcean Droplets | 34% | 2% | 60 | endorsed leader | | cloud-hosting | Amazon Web Services | 14% | 44% | 59 | criticized challenger | | cloud-hosting | Akamai Connected Cloud | 8% | 4% | 25 | accepted challenger | | cloud-hosting | Cloudways | 7% | 12% | 24 | accepted challenger | | cloud-hosting | Vultr | 5% | 4% | 27 | accepted challenger | | cloud-hosting | Hostinger | 5% | 13% | 23 | accepted challenger | | cloud-hosting | Microsoft Azure | 5% | 30% | 33 | criticized challenger | | cloud-hosting | Atlantic.Net | 3% | 0% | 14 | accepted challenger | | cloud-hosting | Hetzner | 3% | 8% | 13 | accepted challenger | | cloud-hosting | AWS Lightsail | 2% | 8% | 13 | accepted challenger | | cloud-hosting | Google Cloud | 2% | 37% | 46 | criticized challenger | | cloud-hosting | Bluehost | 2% | 50% | 12 | criticized challenger | | cloud-hosting | SiteGround | 0% | 0% | 11 | accepted challenger | | cloud-hosting | Azure | 0% | 50% | 20 | criticized challenger | | cloud-native-application-protection | Aikido Security | 29% | 0% | 34 | accepted challenger | | cloud-native-application-protection | Microsoft Defender for Cloud | 28% | 4% | 54 | accepted challenger | | cloud-native-application-protection | Orca Security | 16% | 25% | 55 | criticized challenger | | cloud-native-application-protection | Wiz | 9% | 52% | 58 | criticized challenger | | cloud-native-application-protection | FortiCNAPP | 7% | 30% | 33 | criticized challenger | | cloud-native-application-protection | Cloudanix | 2% | 0% | 11 | accepted challenger | | cloud-native-application-protection | Sweet Security | 2% | 9% | 11 | accepted challenger | | cloud-native-application-protection | AWS Security Hub | 2% | 17% | 12 | accepted challenger | | cloud-native-application-protection | Prowler | 0% | 7% | 15 | accepted challenger | | cloud-native-application-protection | Sysdig Secure | 0% | 25% | 20 | criticized challenger | | cloud-native-application-protection | CrowdStrike Falcon Cloud Security | 0% | 43% | 21 | criticized challenger | | cloud-native-application-protection | Prisma Cloud | 0% | 67% | 39 | criticized challenger | | cloud-security-posture-management | Microsoft Defender for Cloud | 21% | 14% | 57 | accepted challenger | | cloud-security-posture-management | Prowler | 18% | 6% | 35 | accepted challenger | | cloud-security-posture-management | Wiz | 11% | 56% | 57 | criticized challenger | | cloud-security-posture-management | Aikido Security | 9% | 0% | 14 | accepted challenger | | cloud-security-posture-management | AWS Security Hub | 5% | 15% | 27 | accepted challenger | | cloud-security-posture-management | Orca Security | 5% | 34% | 44 | criticized challenger | | cloud-security-posture-management | Scrut Automation | 4% | 0% | 12 | accepted challenger | | cloud-security-posture-management | Cyscale | 2% | 0% | 14 | accepted challenger | | cloud-security-posture-management | Google Security Command Center | 2% | 10% | 10 | accepted challenger | | cloud-security-posture-management | Datadog Cloud Security Management | 0% | 18% | 17 | accepted challenger | | cloud-security-posture-management | CrowdStrike Falcon Cloud Security | 0% | 67% | 12 | criticized challenger | | cloud-security-posture-management | Prisma Cloud | 0% | 74% | 39 | criticized challenger | | colocation-providers | InterServer | 24% | 0% | 28 | accepted challenger | | colocation-providers | Flexential | 10% | 0% | 15 | accepted challenger | | colocation-providers | DataBank | 6% | 0% | 15 | accepted challenger | | colocation-providers | TierPoint | 6% | 7% | 15 | accepted challenger | | colocation-providers | ColoCrossing | 2% | 30% | 10 | criticized challenger | | colocation-providers | Equinix | 2% | 66% | 35 | criticized challenger | | colocation-providers | CoreSite | 0% | 23% | 22 | accepted challenger | | colocation-providers | Digital Realty | 0% | 64% | 25 | criticized challenger | | communications-apis | Twilio | 37% | 36% | 74 | criticized default | | communications-apis | Telnyx | 27% | 5% | 43 | accepted challenger | | communications-apis | Plivo | 23% | 7% | 55 | accepted challenger | | communications-apis | Vonage Communications APIs | 4% | 23% | 53 | accepted challenger | | communications-apis | Wati | 2% | 0% | 13 | accepted challenger | | communications-apis | MessageBird | 0% | 0% | 15 | accepted challenger | | communications-apis | Bird | 0% | 15% | 13 | accepted challenger | | communications-apis | Sinch | 0% | 26% | 23 | criticized challenger | | communications-apis | Bandwidth | 0% | 32% | 19 | criticized challenger | | communications-archiving-and-compliance | Google Vault | 20% | 16% | 32 | accepted challenger | | communications-archiving-and-compliance | MailStore Server | 18% | 6% | 33 | accepted challenger | | communications-archiving-and-compliance | Microsoft Purview | 11% | 14% | 21 | accepted challenger | | communications-archiving-and-compliance | Jatheon | 4% | 0% | 25 | accepted challenger | | communications-archiving-and-compliance | ArcTitan | 4% | 18% | 11 | accepted challenger | | communications-archiving-and-compliance | Smarsh Enterprise Archive | 4% | 51% | 39 | criticized challenger | | communications-archiving-and-compliance | Barracuda Cloud Archiving Service | 0% | 5% | 20 | accepted challenger | | communications-archiving-and-compliance | Mimecast Cloud Archive | 0% | 47% | 19 | criticized challenger | | communications-archiving-and-compliance | Global Relay | 0% | 47% | 19 | criticized challenger | | communications-archiving-and-compliance | Proofpoint Enterprise Archive | 0% | 53% | 30 | criticized challenger | | compliance-automation | Vanta | 35% | 27% | 67 | criticized default | | compliance-automation | Sprinto | 25% | 4% | 52 | accepted challenger | | compliance-automation | Drata | 8% | 29% | 66 | criticized challenger | | compliance-automation | Secureframe | 6% | 18% | 51 | accepted challenger | | compliance-automation | Scrut Automation | 4% | 18% | 17 | accepted challenger | | compliance-automation | Thoropass | 0% | 33% | 12 | criticized challenger | | container-and-kubernetes-security | Trivy | 22% | 7% | 59 | accepted challenger | | container-and-kubernetes-security | Kubescape | 19% | 0% | 36 | accepted challenger | | container-and-kubernetes-security | Snyk Container | 19% | 4% | 49 | accepted challenger | | container-and-kubernetes-security | Falco | 12% | 11% | 46 | accepted challenger | | container-and-kubernetes-security | Sysdig Secure | 6% | 36% | 50 | criticized challenger | | container-and-kubernetes-security | Wiz | 4% | 38% | 16 | criticized challenger | | container-and-kubernetes-security | Aikido Security | 3% | 0% | 17 | accepted challenger | | container-and-kubernetes-security | Microsoft Defender for Cloud | 3% | 43% | 14 | criticized challenger | | container-and-kubernetes-security | SUSE NeuVector | 1% | 0% | 11 | accepted challenger | | container-and-kubernetes-security | Orca Security | 1% | 18% | 11 | accepted challenger | | container-and-kubernetes-security | Aqua Security | 1% | 45% | 51 | criticized challenger | | container-and-kubernetes-security | Prisma Cloud | 1% | 61% | 36 | criticized challenger | | container-and-kubernetes-security | Calico | 0% | 0% | 10 | accepted challenger | | container-and-kubernetes-security | Anchore | 0% | 8% | 12 | accepted challenger | | content-delivery-networks | Cloudflare | 85% | 3% | 73 | endorsed leader | | content-delivery-networks | Bunny.net | 9% | 0% | 64 | accepted challenger | | content-delivery-networks | KeyCDN | 2% | 0% | 35 | accepted challenger | | content-delivery-networks | Amazon CloudFront | 0% | 33% | 51 | criticized challenger | | content-delivery-networks | Fastly | 0% | 42% | 40 | criticized challenger | | content-delivery-networks | Google Cloud CDN | 0% | 57% | 14 | criticized challenger | | content-delivery-networks | Akamai | 0% | 75% | 20 | criticized challenger | | customer-identity-and-access-management | Clerk | 30% | 4% | 57 | endorsed leader | | customer-identity-and-access-management | Frontegg | 19% | 0% | 33 | accepted challenger | | customer-identity-and-access-management | Auth0 | 13% | 49% | 74 | criticized challenger | | customer-identity-and-access-management | WorkOS | 10% | 3% | 33 | accepted challenger | | customer-identity-and-access-management | Descope | 6% | 0% | 24 | accepted challenger | | customer-identity-and-access-management | Supabase Auth | 5% | 0% | 20 | accepted challenger | | customer-identity-and-access-management | FusionAuth | 5% | 4% | 23 | accepted challenger | | customer-identity-and-access-management | Amazon Cognito | 5% | 34% | 41 | criticized challenger | | customer-identity-and-access-management | Stytch | 0% | 3% | 32 | accepted challenger | | customer-identity-and-access-management | Firebase Authentication | 0% | 16% | 31 | accepted challenger | | customer-identity-and-access-management | Keycloak | 0% | 19% | 16 | accepted challenger | | customer-identity-and-access-management | LoginRadius | 0% | 19% | 16 | accepted challenger | | customer-identity-and-access-management | Ping Identity | 0% | 80% | 10 | criticized challenger | | customer-identity-and-access-management | Okta | 0% | 83% | 12 | criticized challenger | | cyber-risk-quantification | FairCRQ | 9% | 0% | 13 | accepted challenger | | cyber-risk-quantification | UpGuard | 5% | 0% | 11 | accepted challenger | | cyber-risk-quantification | CyberSaint CyberStrong | 4% | 18% | 11 | accepted challenger | | cyber-risk-quantification | Kovrr | 4% | 35% | 34 | criticized challenger | | cyber-risk-quantification | RiskLens | 4% | 49% | 39 | criticized challenger | | cyber-risk-quantification | SAFE Security | 4% | 56% | 34 | criticized challenger | | cyber-risk-quantification | Axio | 0% | 48% | 25 | criticized challenger | | data-catalogs-and-governance | OpenMetadata | 18% | 11% | 46 | accepted challenger | | data-catalogs-and-governance | Secoda | 16% | 6% | 47 | accepted challenger | | data-catalogs-and-governance | OvalEdge | 11% | 0% | 17 | accepted challenger | | data-catalogs-and-governance | Atlan | 11% | 17% | 42 | accepted challenger | | data-catalogs-and-governance | Select Star | 9% | 14% | 21 | accepted challenger | | data-catalogs-and-governance | Microsoft Purview | 7% | 32% | 28 | criticized challenger | | data-catalogs-and-governance | DataHub | 5% | 22% | 37 | accepted challenger | | data-catalogs-and-governance | data.world | 2% | 14% | 14 | accepted challenger | | data-catalogs-and-governance | Apache Atlas | 2% | 33% | 18 | criticized challenger | | data-catalogs-and-governance | Alation | 2% | 72% | 46 | criticized challenger | | data-catalogs-and-governance | Snowflake Horizon | 0% | 14% | 14 | accepted challenger | | data-catalogs-and-governance | Amundsen | 0% | 27% | 15 | criticized challenger | | data-catalogs-and-governance | Databricks Unity Catalog | 0% | 40% | 10 | criticized challenger | | data-catalogs-and-governance | AWS Glue Data Catalog | 0% | 58% | 12 | criticized challenger | | data-catalogs-and-governance | Collibra | 0% | 83% | 52 | criticized challenger | | data-catalogs-and-governance | Informatica Intelligent Data Management Cloud | 0% | 89% | 27 | criticized challenger | | data-center-infrastructure-management | NetBox | 29% | 8% | 52 | accepted challenger | | data-center-infrastructure-management | openDCIM | 18% | 11% | 47 | accepted challenger | | data-center-infrastructure-management | Sunbird DCIM | 9% | 5% | 20 | accepted challenger | | data-center-infrastructure-management | Hyperview | 9% | 9% | 32 | accepted challenger | | data-center-infrastructure-management | Device42 | 7% | 3% | 35 | accepted challenger | | data-center-infrastructure-management | ManageEngine OpManager | 5% | 10% | 20 | accepted challenger | | data-center-infrastructure-management | Sunbird dcTrack | 2% | 25% | 12 | criticized challenger | | data-center-infrastructure-management | RackTables | 2% | 33% | 18 | criticized challenger | | data-center-infrastructure-management | Schneider Electric EcoStruxure IT | 0% | 42% | 19 | criticized challenger | | data-center-infrastructure-management | Sunbird | 0% | 46% | 13 | criticized challenger | | data-center-infrastructure-management | Nlyte DCIM | 0% | 55% | 22 | criticized challenger | | data-center-networking | Arista Networks | 11% | 37% | 19 | criticized challenger | | data-center-networking | MikroTik CRS Series | 5% | 9% | 11 | accepted challenger | | data-center-networking | Cisco Nexus | 5% | 43% | 14 | criticized challenger | | data-center-networking | Aruba Instant On | 2% | 0% | 10 | accepted challenger | | data-center-networking | Cisco Meraki | 2% | 33% | 15 | criticized challenger | | data-center-networking | Ubiquiti UniFi | 0% | 19% | 16 | accepted challenger | | data-center-networking | Juniper Networks | 0% | 36% | 11 | criticized challenger | | data-center-networking | VMware NSX | 0% | 74% | 19 | criticized challenger | | data-center-networking | Cisco ACI | 0% | 92% | 13 | criticized challenger | | data-loss-prevention | Microsoft Purview DLP | 35% | 16% | 49 | endorsed leader | | data-loss-prevention | CurrentWare | 19% | 0% | 43 | accepted challenger | | data-loss-prevention | Safetica | 15% | 2% | 50 | accepted challenger | | data-loss-prevention | Nightfall AI | 9% | 0% | 43 | accepted challenger | | data-loss-prevention | miniOrange DLP | 4% | 0% | 15 | accepted challenger | | data-loss-prevention | Google Workspace DLP | 4% | 0% | 14 | accepted challenger | | data-loss-prevention | Netwrix Endpoint Protector | 2% | 16% | 38 | accepted challenger | | data-loss-prevention | Proofpoint Enterprise DLP | 2% | 85% | 13 | criticized challenger | | data-loss-prevention | Forcepoint DLP | 0% | 71% | 28 | criticized challenger | | data-loss-prevention | Trellix DLP | 0% | 80% | 10 | criticized challenger | | data-loss-prevention | Symantec Data Loss Prevention | 0% | 87% | 31 | criticized challenger | | data-masking-and-test-data | IRI FieldShield | 22% | 8% | 25 | accepted challenger | | data-masking-and-test-data | Greenmask | 11% | 5% | 19 | accepted challenger | | data-masking-and-test-data | Tonic.ai | 9% | 6% | 17 | accepted challenger | | data-masking-and-test-data | PostgreSQL Anonymizer | 7% | 6% | 18 | accepted challenger | | data-masking-and-test-data | DATPROF | 7% | 13% | 23 | accepted challenger | | data-masking-and-test-data | Microsoft SQL Server | 2% | 8% | 13 | accepted challenger | | data-masking-and-test-data | Fogger | 2% | 50% | 10 | criticized challenger | | data-masking-and-test-data | K2View Test Data Management | 2% | 65% | 17 | criticized challenger | | data-masking-and-test-data | Delphix | 2% | 74% | 27 | criticized challenger | | data-masking-and-test-data | Oracle Data Masking and Subsetting | 0% | 56% | 18 | criticized challenger | | data-masking-and-test-data | Informatica Intelligent Data Management Cloud | 0% | 86% | 14 | criticized challenger | | data-quality-and-observability | Metaplane | 31% | 0% | 44 | endorsed leader | | data-quality-and-observability | Soda | 9% | 6% | 32 | accepted challenger | | data-quality-and-observability | Soda Core | 4% | 8% | 13 | accepted challenger | | data-quality-and-observability | Monte Carlo | 4% | 72% | 46 | criticized challenger | | data-quality-and-observability | Grafana Cloud | 3% | 0% | 14 | accepted challenger | | data-quality-and-observability | Decube | 3% | 10% | 10 | accepted challenger | | data-quality-and-observability | Elementary | 1% | 0% | 18 | accepted challenger | | data-quality-and-observability | Great Expectations | 1% | 22% | 37 | accepted challenger | | data-quality-and-observability | Bigeye | 1% | 52% | 33 | criticized challenger | | data-quality-and-observability | Anomalo | 0% | 60% | 20 | criticized challenger | | data-quality-and-observability | Datadog | 0% | 77% | 13 | criticized challenger | | data-security-posture-management | Microsoft Purview | 36% | 4% | 45 | endorsed leader | | data-security-posture-management | Amazon Macie | 9% | 0% | 30 | accepted challenger | | data-security-posture-management | Google DLP API | 7% | 0% | 13 | accepted challenger | | data-security-posture-management | Nightfall AI | 7% | 0% | 14 | accepted challenger | | data-security-posture-management | Safetica | 5% | 0% | 10 | accepted challenger | | data-security-posture-management | Wiz | 5% | 38% | 40 | criticized challenger | | data-security-posture-management | Cyera | 4% | 46% | 41 | criticized challenger | | data-security-posture-management | Securiti | 2% | 57% | 14 | criticized challenger | | data-security-posture-management | Orca Security | 0% | 14% | 14 | accepted challenger | | data-security-posture-management | Sentra | 0% | 30% | 23 | criticized challenger | | data-security-posture-management | Varonis Data Security Platform | 0% | 66% | 38 | criticized challenger | | data-security-posture-management | BigID | 0% | 70% | 37 | criticized challenger | | data-virtualization | Starburst Galaxy | 17% | 4% | 26 | accepted challenger | | data-virtualization | CData Connect Cloud | 13% | 0% | 16 | accepted challenger | | data-virtualization | Trino | 11% | 8% | 26 | accepted challenger | | data-virtualization | Denodo | 11% | 65% | 68 | criticized challenger | | data-virtualization | CData Virtuality | 8% | 6% | 16 | accepted challenger | | data-virtualization | Teiid | 8% | 31% | 16 | criticized challenger | | data-virtualization | Dremio | 4% | 0% | 31 | accepted challenger | | data-virtualization | Starburst | 4% | 9% | 11 | accepted challenger | | data-virtualization | AWS Glue | 2% | 0% | 11 | accepted challenger | | data-virtualization | IBM Data Virtualization | 0% | 40% | 15 | criticized challenger | | data-virtualization | Informatica Intelligent Data Management Cloud | 0% | 75% | 12 | criticized challenger | | data-virtualization | TIBCO Data Virtualization | 0% | 78% | 23 | criticized challenger | | data-warehouses | Google BigQuery | 63% | 14% | 77 | endorsed leader | | data-warehouses | Snowflake | 24% | 34% | 73 | criticized challenger | | data-warehouses | MotherDuck | 5% | 3% | 30 | accepted challenger | | data-warehouses | Amazon Redshift | 5% | 28% | 72 | criticized challenger | | data-warehouses | PostgreSQL | 0% | 10% | 10 | accepted challenger | | data-warehouses | ClickHouse Cloud | 0% | 10% | 29 | accepted challenger | | data-warehouses | Azure Synapse Analytics | 0% | 18% | 17 | accepted challenger | | data-warehouses | Databricks SQL | 0% | 50% | 30 | criticized challenger | | ddi-and-ipam | SolarWinds IP Address Manager | 18% | 16% | 38 | accepted challenger | | ddi-and-ipam | phpIPAM | 15% | 8% | 37 | accepted challenger | | ddi-and-ipam | Micetro | 11% | 13% | 15 | accepted challenger | | ddi-and-ipam | ManageEngine OpUtils | 9% | 0% | 21 | accepted challenger | | ddi-and-ipam | Infoblox Universal DDI | 5% | 40% | 15 | criticized challenger | | ddi-and-ipam | ManageEngine DDI Central | 4% | 8% | 13 | accepted challenger | | ddi-and-ipam | BlueCat Integrity | 4% | 64% | 42 | criticized challenger | | ddi-and-ipam | BlueCat Micetro | 2% | 8% | 12 | accepted challenger | | ddi-and-ipam | EfficientIP SOLIDserver | 2% | 52% | 27 | criticized challenger | | ddi-and-ipam | NetBox | 0% | 6% | 16 | accepted challenger | | ddi-and-ipam | Infoblox | 0% | 85% | 33 | criticized challenger | | ddos-protection | Cloudflare | 100% | 1% | 76 | endorsed leader | | ddos-protection | Sucuri | 0% | 0% | 45 | accepted challenger | | ddos-protection | Google Cloud Armor | 0% | 9% | 11 | accepted challenger | | ddos-protection | Flowtriq | 0% | 10% | 10 | accepted challenger | | ddos-protection | Azure DDoS Protection | 0% | 17% | 18 | accepted challenger | | ddos-protection | Fastly DDoS Protection | 0% | 17% | 12 | accepted challenger | | ddos-protection | AWS Shield | 0% | 19% | 83 | accepted challenger | | ddos-protection | Imperva DDoS Protection | 0% | 46% | 28 | criticized challenger | | ddos-protection | Radware Cloud DDoS Protection | 0% | 62% | 16 | criticized challenger | | ddos-protection | Akamai Prolexic | 0% | 74% | 38 | criticized challenger | | deception-technology | Thinkst Canary | 30% | 8% | 38 | endorsed leader | | deception-technology | OpenCanary | 18% | 5% | 21 | accepted challenger | | deception-technology | HoneyWire | 10% | 5% | 19 | accepted challenger | | deception-technology | Trapster | 6% | 7% | 15 | accepted challenger | | deception-technology | Morphisec | 2% | 8% | 12 | accepted challenger | | deception-technology | Tracebit | 0% | 8% | 12 | accepted challenger | | deception-technology | Cowrie | 0% | 15% | 13 | accepted challenger | | deception-technology | T-Pot | 0% | 50% | 16 | criticized challenger | | deception-technology | Acalvio ShadowPlex | 0% | 61% | 18 | criticized challenger | | digital-employee-experience | Uniswap | 14% | 18% | 38 | accepted challenger | | digital-employee-experience | PancakeSwap | 9% | 7% | 27 | accepted challenger | | digital-employee-experience | Jupiter | 4% | 0% | 13 | accepted challenger | | digital-employee-experience | ControlUp | 4% | 0% | 10 | accepted challenger | | digital-employee-experience | 1inch | 4% | 0% | 17 | accepted challenger | | digital-employee-experience | Curve | 2% | 0% | 11 | accepted challenger | | digital-employee-experience | Curve Finance | 2% | 7% | 15 | accepted challenger | | digital-employee-experience | SushiSwap | 0% | 23% | 13 | accepted challenger | | digital-employee-experience | Nexthink Infinity | 0% | 80% | 10 | criticized challenger | | digital-risk-protection | Guardz | 28% | 0% | 27 | accepted challenger | | digital-risk-protection | UpGuard BreachSight | 11% | 7% | 29 | accepted challenger | | digital-risk-protection | SOCRadar Extended Threat Intelligence | 8% | 17% | 12 | accepted challenger | | digital-risk-protection | Flare | 6% | 0% | 12 | accepted challenger | | digital-risk-protection | ZeroFox | 4% | 45% | 38 | criticized challenger | | digital-risk-protection | Proofpoint Digital Risk Protection | 2% | 57% | 14 | criticized challenger | | digital-risk-protection | Group-IB Digital Risk Protection | 0% | 80% | 10 | criticized challenger | | digital-risk-protection | Recorded Future | 0% | 86% | 36 | criticized challenger | | dns-filtering | DNSFilter | 51% | 6% | 62 | endorsed leader | | dns-filtering | Cloudflare Gateway | 16% | 2% | 46 | accepted challenger | | dns-filtering | Quad9 | 7% | 25% | 20 | criticized challenger | | dns-filtering | Cisco Umbrella | 5% | 59% | 41 | criticized challenger | | dns-filtering | Control D | 2% | 3% | 33 | accepted challenger | | dns-filtering | SafeDNS | 2% | 30% | 10 | criticized challenger | | dns-filtering | NextDNS | 0% | 13% | 31 | accepted challenger | | dns-filtering | WebTitan | 0% | 13% | 15 | accepted challenger | | dynamic-application-security-testing | OWASP ZAP | 43% | 17% | 70 | endorsed leader | | dynamic-application-security-testing | Intruder | 16% | 3% | 34 | accepted challenger | | dynamic-application-security-testing | StackHawk | 12% | 2% | 46 | accepted challenger | | dynamic-application-security-testing | Acunetix | 9% | 12% | 40 | accepted challenger | | dynamic-application-security-testing | Invicti | 5% | 43% | 28 | criticized challenger | | dynamic-application-security-testing | Astra Security | 4% | 29% | 14 | criticized challenger | | dynamic-application-security-testing | Detectify | 2% | 0% | 21 | accepted challenger | | dynamic-application-security-testing | Beagle Security | 0% | 0% | 10 | accepted challenger | | dynamic-application-security-testing | Nuclei | 0% | 0% | 12 | accepted challenger | | dynamic-application-security-testing | Aikido Security | 0% | 10% | 10 | accepted challenger | | dynamic-application-security-testing | Burp Suite | 0% | 44% | 41 | criticized challenger | | dynamic-application-security-testing | HCL AppScan | 0% | 80% | 10 | criticized challenger | | edi-platforms | Orderful | 35% | 0% | 47 | endorsed leader | | edi-platforms | TrueCommerce EDI | 19% | 24% | 58 | accepted challenger | | edi-platforms | SPS Commerce | 7% | 42% | 38 | criticized challenger | | edi-platforms | eZCom | 5% | 6% | 17 | accepted challenger | | edi-platforms | eZCom Software EDI | 4% | 0% | 12 | accepted challenger | | edi-platforms | Elevate | 4% | 0% | 14 | accepted challenger | | edi-platforms | Cleo Integration Cloud | 4% | 14% | 29 | accepted challenger | | edi-platforms | OpenText Freeway Cloud | 2% | 0% | 11 | accepted challenger | | edi-platforms | Celigo Integrator.io | 2% | 0% | 13 | accepted challenger | | email-security | Microsoft Defender for Office 365 | 27% | 5% | 56 | accepted challenger | | email-security | IRONSCALES | 11% | 4% | 25 | accepted challenger | | email-security | Proofpoint Email Protection | 11% | 16% | 49 | accepted challenger | | email-security | SpamTitan | 11% | 20% | 25 | accepted challenger | | email-security | Check Point Harmony Email & Collaboration | 9% | 18% | 22 | accepted challenger | | email-security | Barracuda Email Protection | 7% | 21% | 38 | accepted challenger | | email-security | Google Workspace | 5% | 17% | 12 | accepted challenger | | email-security | Mimecast Email Security | 4% | 20% | 45 | accepted challenger | | email-security | Coro | 2% | 0% | 12 | accepted challenger | | email-security | Abnormal AI | 2% | 11% | 19 | accepted challenger | | embedded-analytics | Metabase | 46% | 11% | 56 | endorsed leader | | embedded-analytics | Luzmo | 12% | 10% | 39 | accepted challenger | | embedded-analytics | Draxlr | 8% | 0% | 13 | accepted challenger | | embedded-analytics | Explo | 6% | 8% | 12 | accepted challenger | | embedded-analytics | Zoho Analytics | 4% | 4% | 25 | accepted challenger | | embedded-analytics | Qrvey | 4% | 7% | 15 | accepted challenger | | embedded-analytics | Reveal BI | 2% | 0% | 11 | accepted challenger | | embedded-analytics | Embeddable | 2% | 0% | 16 | accepted challenger | | embedded-analytics | Holistics | 2% | 8% | 12 | accepted challenger | | embedded-analytics | GoodData | 2% | 64% | 11 | criticized challenger | | embedded-analytics | Power BI Embedded | 0% | 50% | 30 | criticized challenger | | embedded-analytics | ThoughtSpot Embedded | 0% | 55% | 20 | criticized challenger | | embedded-analytics | Sisense | 0% | 65% | 23 | criticized challenger | | embedded-analytics | Tableau Embedded Analytics | 0% | 69% | 13 | criticized challenger | | embedded-analytics | Microsoft Power BI Embedded | 0% | 73% | 15 | criticized challenger | | embedded-analytics | Looker | 0% | 74% | 27 | criticized challenger | | embedded-analytics | Tableau | 0% | 76% | 25 | criticized challenger | | endpoint-detection-and-response | Microsoft Defender for Cloud | 47% | 2% | 49 | endorsed leader | | endpoint-detection-and-response | Huntress Managed EDR | 29% | 2% | 45 | accepted challenger | | endpoint-detection-and-response | SentinelOne Singularity | 10% | 12% | 59 | accepted challenger | | endpoint-detection-and-response | Microsoft Defender for Endpoint | 4% | 12% | 17 | accepted challenger | | endpoint-detection-and-response | Bitdefender GravityZone EDR | 2% | 0% | 24 | accepted challenger | | endpoint-detection-and-response | CrowdStrike Falcon Insight | 2% | 25% | 53 | accepted challenger | | endpoint-detection-and-response | ESET PROTECT | 0% | 0% | 13 | accepted challenger | | endpoint-detection-and-response | Sophos Intercept X | 0% | 8% | 24 | accepted challenger | | endpoint-detection-and-response | CrowdStrike | 0% | 20% | 15 | accepted challenger | | endpoint-protection | Microsoft Defender for Cloud | 50% | 2% | 53 | endorsed leader | | endpoint-protection | Huntress Managed EDR | 10% | 0% | 31 | accepted challenger | | endpoint-protection | Bitdefender GravityZone Business Security | 7% | 0% | 10 | accepted challenger | | endpoint-protection | Bitdefender GravityZone | 7% | 9% | 32 | accepted challenger | | endpoint-protection | Sophos Intercept X | 7% | 13% | 38 | accepted challenger | | endpoint-protection | Microsoft Defender for Endpoint | 3% | 25% | 12 | criticized challenger | | endpoint-protection | SentinelOne Singularity Endpoint | 2% | 21% | 19 | accepted challenger | | endpoint-protection | ESET PROTECT | 0% | 0% | 23 | accepted challenger | | endpoint-protection | CrowdStrike Falcon Go | 0% | 6% | 18 | accepted challenger | | endpoint-protection | SentinelOne Singularity | 0% | 19% | 21 | accepted challenger | | endpoint-protection | CrowdStrike | 0% | 42% | 12 | criticized challenger | | endpoint-protection | CrowdStrike Falcon | 0% | 67% | 18 | criticized challenger | | enterprise-ai-assistants | ChatGPT | 47% | 19% | 67 | endorsed leader | | enterprise-ai-assistants | Microsoft 365 Copilot | 11% | 19% | 37 | accepted challenger | | enterprise-ai-assistants | Microsoft Copilot | 11% | 21% | 24 | accepted challenger | | enterprise-ai-assistants | Google Gemini | 5% | 12% | 32 | accepted challenger | | enterprise-ai-assistants | Claude | 2% | 21% | 33 | accepted challenger | | enterprise-ai-assistants | Glean | 0% | 42% | 12 | criticized challenger | | enterprise-architecture-tools | Archi | 20% | 3% | 35 | accepted challenger | | enterprise-architecture-tools | Sparx Systems Enterprise Architect | 14% | 17% | 29 | accepted challenger | | enterprise-architecture-tools | LeanIX | 9% | 46% | 35 | criticized challenger | | enterprise-architecture-tools | Ardoq | 8% | 46% | 41 | criticized challenger | | enterprise-architecture-tools | SAP LeanIX | 5% | 54% | 28 | criticized challenger | | enterprise-architecture-tools | Sparx Enterprise Architect | 3% | 18% | 17 | accepted challenger | | enterprise-architecture-tools | UrbaHive | 2% | 0% | 11 | accepted challenger | | enterprise-architecture-tools | Lucidchart | 0% | 31% | 13 | criticized challenger | | enterprise-architecture-tools | Avolution ABACUS | 0% | 64% | 11 | criticized challenger | | enterprise-architecture-tools | OrbusInfinity | 0% | 70% | 10 | criticized challenger | | enterprise-architecture-tools | Bizzdesign Horizzon | 0% | 76% | 29 | criticized challenger | | enterprise-architecture-tools | MEGA HOPEX | 0% | 87% | 15 | criticized challenger | | enterprise-browsers | Google Password Manager | 33% | 9% | 65 | endorsed leader | | enterprise-browsers | Microsoft Edge for Business | 14% | 5% | 41 | accepted challenger | | enterprise-browsers | Chrome Enterprise Core | 12% | 9% | 11 | accepted challenger | | enterprise-browsers | NordLayer Browser | 10% | 0% | 15 | accepted challenger | | enterprise-browsers | Island Enterprise Browser | 3% | 50% | 48 | criticized challenger | | enterprise-browsers | Prisma Access Browser | 0% | 25% | 12 | criticized challenger | | enterprise-browsers | Firefox ESR | 0% | 42% | 12 | criticized challenger | | enterprise-browsers | Talon | 0% | 64% | 11 | criticized challenger | | enterprise-browsers | Brave | 0% | 79% | 14 | criticized challenger | | enterprise-storage-systems | Dell PowerStore | 11% | 18% | 22 | accepted challenger | | enterprise-storage-systems | HPE MSA | 10% | 0% | 11 | accepted challenger | | enterprise-storage-systems | Synology NAS | 6% | 14% | 28 | accepted challenger | | enterprise-storage-systems | NetApp AFF | 6% | 37% | 30 | criticized challenger | | enterprise-storage-systems | TrueNAS | 2% | 0% | 11 | accepted challenger | | enterprise-storage-systems | QNAP | 2% | 16% | 19 | accepted challenger | | enterprise-storage-systems | HPE | 2% | 20% | 10 | accepted challenger | | enterprise-storage-systems | Pure Storage FlashArray | 2% | 25% | 16 | criticized challenger | | enterprise-storage-systems | Dropbox | 0% | 18% | 11 | accepted challenger | | error-and-crash-monitoring | Sentry | 69% | 14% | 76 | endorsed leader | | error-and-crash-monitoring | Honeybadger | 20% | 2% | 50 | accepted challenger | | error-and-crash-monitoring | GlitchTip | 4% | 3% | 33 | accepted challenger | | error-and-crash-monitoring | Bugsnag | 4% | 14% | 49 | accepted challenger | | error-and-crash-monitoring | Rollbar | 2% | 10% | 58 | accepted challenger | | error-and-crash-monitoring | Airbrake | 0% | 8% | 12 | accepted challenger | | error-and-crash-monitoring | PostHog | 0% | 8% | 12 | accepted challenger | | error-and-crash-monitoring | LogRocket | 0% | 18% | 11 | accepted challenger | | error-and-crash-monitoring | Raygun | 0% | 42% | 12 | criticized challenger | | error-and-crash-monitoring | Datadog Error Tracking | 0% | 79% | 24 | criticized challenger | | error-and-crash-monitoring | New Relic Errors Inbox | 0% | 93% | 14 | criticized challenger | | etl-and-elt | Airbyte | 36% | 14% | 71 | endorsed leader | | etl-and-elt | Hevo Data | 19% | 4% | 50 | accepted challenger | | etl-and-elt | Fivetran | 17% | 46% | 69 | criticized challenger | | etl-and-elt | Skyvia | 12% | 0% | 34 | accepted challenger | | etl-and-elt | Stitch | 9% | 19% | 48 | accepted challenger | | etl-and-elt | Coupler.io | 2% | 5% | 22 | accepted challenger | | etl-and-elt | Estuary Flow | 2% | 20% | 15 | accepted challenger | | etl-and-elt | dbt | 0% | 7% | 27 | accepted challenger | | etl-and-elt | Matillion | 0% | 47% | 19 | criticized challenger | | etl-and-elt | Apache Airflow | 0% | 58% | 12 | criticized challenger | | etl-and-elt | Talend | 0% | 64% | 14 | criticized challenger | | extended-detection-and-response | Microsoft Defender XDR | 25% | 26% | 47 | criticized challenger | | extended-detection-and-response | Coro | 14% | 0% | 31 | accepted challenger | | extended-detection-and-response | Microsoft Defender for Cloud | 12% | 0% | 17 | accepted challenger | | extended-detection-and-response | Huntress Managed EDR | 12% | 6% | 17 | accepted challenger | | extended-detection-and-response | SentinelOne Singularity | 7% | 23% | 44 | accepted challenger | | extended-detection-and-response | Sophos Intercept X | 5% | 4% | 26 | accepted challenger | | extended-detection-and-response | Cynet 360 AutoXDR | 4% | 0% | 13 | accepted challenger | | extended-detection-and-response | CrowdStrike Falcon Insight XDR | 4% | 47% | 49 | criticized challenger | | extended-detection-and-response | Bitdefender GravityZone XDR | 2% | 9% | 11 | accepted challenger | | extended-detection-and-response | Trend Vision One | 0% | 50% | 12 | criticized challenger | | extended-detection-and-response | Palo Alto Networks Cortex XDR | 0% | 81% | 27 | criticized challenger | | feature-flags | Flagsmith | 32% | 2% | 62 | endorsed leader | | feature-flags | ConfigCat | 32% | 4% | 54 | endorsed leader | | feature-flags | PostHog Feature Flags | 9% | 7% | 46 | accepted challenger | | feature-flags | GrowthBook | 7% | 2% | 43 | accepted challenger | | feature-flags | Statsig | 5% | 14% | 42 | accepted challenger | | feature-flags | Unleash | 5% | 20% | 44 | accepted challenger | | feature-flags | LaunchDarkly | 2% | 75% | 61 | criticized challenger | | feature-flags | Split | 0% | 40% | 20 | criticized challenger | | grc-platforms | Vanta | 30% | 18% | 55 | accepted challenger | | grc-platforms | Sprinto | 18% | 0% | 44 | accepted challenger | | grc-platforms | Drata | 16% | 7% | 60 | accepted challenger | | grc-platforms | SimpleRisk | 8% | 8% | 13 | accepted challenger | | grc-platforms | Secureframe | 7% | 6% | 33 | accepted challenger | | grc-platforms | Scrut Automation | 3% | 9% | 11 | accepted challenger | | grc-platforms | Hyperproof | 0% | 6% | 17 | accepted challenger | | grc-platforms | LogicGate | 0% | 27% | 15 | criticized challenger | | grc-platforms | OneTrust GRC | 0% | 69% | 13 | criticized challenger | | grc-platforms | ServiceNow Integrated Risk Management | 0% | 89% | 28 | criticized challenger | | grc-platforms | MetricStream | 0% | 91% | 23 | criticized challenger | | grc-platforms | Archer | 0% | 91% | 23 | criticized challenger | | identity-governance | Microsoft Entra ID Governance | 18% | 5% | 38 | accepted challenger | | identity-governance | JumpCloud | 15% | 0% | 38 | accepted challenger | | identity-governance | Microsoft Entra ID | 11% | 0% | 26 | accepted challenger | | identity-governance | Lumos | 8% | 4% | 26 | accepted challenger | | identity-governance | Okta Identity Governance | 6% | 21% | 28 | accepted challenger | | identity-governance | ConductorOne | 5% | 0% | 18 | accepted challenger | | identity-governance | Okta | 5% | 18% | 22 | accepted challenger | | identity-governance | SailPoint Identity Security Cloud | 3% | 83% | 52 | criticized challenger | | identity-governance | Omada Identity | 0% | 53% | 15 | criticized challenger | | identity-governance | One Identity Manager | 0% | 88% | 26 | criticized challenger | | identity-governance | Saviynt Enterprise Identity Cloud | 0% | 94% | 35 | criticized challenger | | identity-governance | Oracle Identity Governance | 0% | 100% | 11 | criticized challenger | | identity-threat-detection-and-response | Huntress Managed ITDR | 84% | 0% | 68 | endorsed leader | | identity-threat-detection-and-response | Microsoft Defender for Identity | 8% | 11% | 35 | accepted challenger | | identity-threat-detection-and-response | Sophos ITDR | 0% | 0% | 17 | accepted challenger | | identity-threat-detection-and-response | Push Security | 0% | 0% | 18 | accepted challenger | | identity-threat-detection-and-response | Silverfort ITDR | 0% | 57% | 23 | criticized challenger | | identity-threat-detection-and-response | CrowdStrike Falcon Identity Protection | 0% | 57% | 21 | criticized challenger | | identity-threat-detection-and-response | CrowdStrike | 0% | 82% | 11 | criticized challenger | | identity-verification | Veriff | 23% | 11% | 47 | accepted challenger | | identity-verification | iDenfy | 18% | 0% | 36 | accepted challenger | | identity-verification | Didit | 12% | 0% | 15 | accepted challenger | | identity-verification | Persona | 12% | 21% | 38 | accepted challenger | | identity-verification | Stripe Identity | 7% | 4% | 23 | accepted challenger | | identity-verification | Sumsub | 7% | 16% | 38 | accepted challenger | | identity-verification | Middesk | 5% | 0% | 12 | accepted challenger | | identity-verification | Trulioo | 3% | 18% | 17 | accepted challenger | | identity-verification | Onfido | 3% | 46% | 24 | criticized challenger | | identity-verification | Ondato | 0% | 17% | 12 | accepted challenger | | identity-verification | Jumio | 0% | 61% | 23 | criticized challenger | | incident-management-and-on-call | incident.io | 35% | 5% | 61 | endorsed leader | | incident-management-and-on-call | Better Stack | 16% | 0% | 34 | accepted challenger | | incident-management-and-on-call | PagerDuty | 11% | 51% | 68 | criticized challenger | | incident-management-and-on-call | Squadcast | 7% | 7% | 29 | accepted challenger | | incident-management-and-on-call | Rootly | 7% | 12% | 32 | accepted challenger | | incident-management-and-on-call | Opsgenie | 7% | 63% | 46 | criticized challenger | | incident-management-and-on-call | Spike.sh | 2% | 0% | 10 | accepted challenger | | incident-management-and-on-call | Freshservice | 2% | 14% | 14 | accepted challenger | | incident-management-and-on-call | FireHydrant | 2% | 15% | 13 | accepted challenger | | incident-management-and-on-call | Grafana IRM | 0% | 15% | 13 | accepted challenger | | incident-management-and-on-call | Jira Service Management | 0% | 32% | 28 | criticized challenger | | incident-management-and-on-call | Splunk On-Call | 0% | 45% | 11 | criticized challenger | | incident-management-and-on-call | ServiceNow ITSM | 0% | 100% | 14 | criticized challenger | | infrastructure-as-code | Terraform | 55% | 16% | 87 | endorsed leader | | infrastructure-as-code | OpenTofu | 30% | 2% | 57 | accepted challenger | | infrastructure-as-code | Pulumi | 11% | 15% | 75 | accepted challenger | | infrastructure-as-code | AWS CDK | 0% | 14% | 37 | accepted challenger | | infrastructure-as-code | AWS CloudFormation | 0% | 25% | 48 | criticized challenger | | infrastructure-as-code | Ansible | 0% | 27% | 49 | criticized challenger | | infrastructure-as-code | Azure Bicep | 0% | 31% | 29 | criticized challenger | | infrastructure-as-code | Crossplane | 0% | 45% | 11 | criticized challenger | | infrastructure-as-code | Puppet | 0% | 67% | 12 | criticized challenger | | infrastructure-as-code | Chef | 0% | 80% | 10 | criticized challenger | | infrastructure-monitoring | Site24x7 | 16% | 0% | 35 | accepted challenger | | infrastructure-monitoring | Paessler PRTG | 14% | 11% | 36 | accepted challenger | | infrastructure-monitoring | Zabbix | 14% | 26% | 58 | criticized challenger | | infrastructure-monitoring | Grafana | 12% | 15% | 34 | accepted challenger | | infrastructure-monitoring | Netdata | 7% | 0% | 26 | accepted challenger | | infrastructure-monitoring | UptimeRobot | 5% | 0% | 24 | accepted challenger | | infrastructure-monitoring | New Relic | 5% | 22% | 46 | accepted challenger | | infrastructure-monitoring | Datadog | 5% | 53% | 59 | criticized challenger | | infrastructure-monitoring | Prometheus | 4% | 33% | 21 | criticized challenger | | infrastructure-monitoring | ManageEngine OpManager | 2% | 0% | 14 | accepted challenger | | infrastructure-monitoring | Prometheus + Grafana | 2% | 23% | 31 | accepted challenger | | infrastructure-monitoring | SigNoz | 0% | 0% | 11 | accepted challenger | | infrastructure-monitoring | Nagios | 0% | 62% | 24 | criticized challenger | | infrastructure-monitoring | Dynatrace | 0% | 81% | 21 | criticized challenger | | insider-risk-management | Microsoft Purview Insider Risk Management | 25% | 8% | 38 | accepted challenger | | insider-risk-management | Coro | 18% | 5% | 38 | accepted challenger | | insider-risk-management | Microsoft Purview | 16% | 0% | 24 | accepted challenger | | insider-risk-management | Teramind | 11% | 41% | 51 | criticized challenger | | insider-risk-management | Above Security | 7% | 15% | 20 | accepted challenger | | insider-risk-management | Safetica | 5% | 7% | 15 | accepted challenger | | insider-risk-management | Code42 Incydr | 2% | 25% | 20 | criticized challenger | | insider-risk-management | Metomic | 0% | 18% | 11 | accepted challenger | | insider-risk-management | ActivTrak | 0% | 20% | 10 | accepted challenger | | insider-risk-management | DTEX InTERCEPT | 0% | 44% | 18 | criticized challenger | | insider-risk-management | Veriato | 0% | 58% | 12 | criticized challenger | | intelligent-document-processing | Docsumo | 22% | 2% | 42 | accepted challenger | | intelligent-document-processing | Nanonets | 16% | 10% | 41 | accepted challenger | | intelligent-document-processing | Parseur | 12% | 0% | 21 | accepted challenger | | intelligent-document-processing | Lido | 8% | 0% | 11 | accepted challenger | | intelligent-document-processing | Google Document AI | 8% | 23% | 26 | accepted challenger | | intelligent-document-processing | Docparser | 4% | 0% | 16 | accepted challenger | | intelligent-document-processing | Rossum | 4% | 39% | 41 | criticized challenger | | intelligent-document-processing | Amazon Textract | 2% | 32% | 22 | criticized challenger | | intelligent-document-processing | Azure AI Document Intelligence | 2% | 35% | 17 | criticized challenger | | intelligent-document-processing | ABBYY Vantage | 2% | 68% | 31 | criticized challenger | | intelligent-document-processing | Klippa DocHorizon | 0% | 10% | 10 | accepted challenger | | intelligent-document-processing | UiPath Document Understanding | 0% | 62% | 26 | criticized challenger | | intelligent-document-processing | Hyperscience Hypercell | 0% | 79% | 14 | criticized challenger | | intelligent-document-processing | Automation Anywhere | 0% | 90% | 10 | criticized challenger | | internal-developer-portals | Port | 45% | 8% | 60 | endorsed leader | | internal-developer-portals | Backstage | 23% | 57% | 67 | criticized challenger | | internal-developer-portals | Roadie | 2% | 17% | 18 | accepted challenger | | internal-developer-portals | OpsLevel | 2% | 27% | 33 | criticized challenger | | internal-developer-portals | Atlassian Compass | 0% | 5% | 20 | accepted challenger | | internal-developer-portals | Palo Alto Networks Cortex Cloud | 0% | 36% | 36 | criticized challenger | | internal-developer-portals | Humanitec | 0% | 61% | 18 | criticized challenger | | it-asset-management | Snipe-IT | 51% | 6% | 64 | endorsed leader | | it-asset-management | Freshservice | 11% | 3% | 39 | accepted challenger | | it-asset-management | InvGate Asset Management | 6% | 6% | 16 | accepted challenger | | it-asset-management | NinjaOne | 6% | 10% | 30 | accepted challenger | | it-asset-management | Lansweeper | 6% | 13% | 31 | accepted challenger | | it-asset-management | Asset Panda | 6% | 21% | 29 | accepted challenger | | it-asset-management | ManageEngine AssetExplorer | 4% | 15% | 40 | accepted challenger | | it-asset-management | Rippling IT | 2% | 0% | 16 | accepted challenger | | it-asset-management | Reftab | 2% | 0% | 14 | accepted challenger | | it-asset-management | Atera | 2% | 0% | 10 | accepted challenger | | it-asset-management | BlueTally | 2% | 0% | 10 | accepted challenger | | it-asset-management | Desk365 | 0% | 0% | 13 | accepted challenger | | it-asset-management | GLPI | 0% | 7% | 15 | accepted challenger | | it-asset-management | Spiceworks Inventory | 0% | 8% | 12 | accepted challenger | | it-asset-management | ServiceNow IT Asset Management | 0% | 91% | 23 | criticized challenger | | it-documentation | Notion | 30% | 25% | 64 | criticized challenger | | it-documentation | Hudu | 26% | 8% | 39 | accepted challenger | | it-documentation | IT Glue | 11% | 52% | 42 | criticized challenger | | it-documentation | Confluence | 10% | 23% | 57 | accepted challenger | | it-documentation | BookStack | 7% | 5% | 19 | accepted challenger | | it-documentation | Slite | 2% | 0% | 12 | accepted challenger | | it-documentation | Nuclino | 2% | 0% | 13 | accepted challenger | | it-documentation | GitBook | 0% | 0% | 14 | accepted challenger | | it-documentation | Document360 | 0% | 17% | 29 | accepted challenger | | it-financial-management | QuickBooks Online | 14% | 17% | 23 | accepted challenger | | it-financial-management | Ramp | 10% | 0% | 19 | accepted challenger | | it-financial-management | CloudZero | 8% | 12% | 17 | accepted challenger | | it-financial-management | Vantage | 4% | 0% | 10 | accepted challenger | | it-financial-management | QuickBooks | 4% | 18% | 17 | accepted challenger | | it-financial-management | Zoho Books | 4% | 18% | 11 | accepted challenger | | it-financial-management | Xero | 2% | 8% | 24 | accepted challenger | | it-financial-management | Flexera One | 2% | 43% | 21 | criticized challenger | | it-financial-management | Nicus ITFM Platform | 2% | 75% | 20 | criticized challenger | | it-financial-management | FreshBooks | 0% | 0% | 12 | accepted challenger | | it-financial-management | AWS Cost Explorer | 0% | 0% | 11 | accepted challenger | | it-financial-management | Microsoft Cost Management | 0% | 0% | 11 | accepted challenger | | it-financial-management | Expensify | 0% | 10% | 10 | accepted challenger | | it-financial-management | VMware Tanzu CloudHealth | 0% | 36% | 14 | criticized challenger | | it-financial-management | ServiceNow IT Financial Management | 0% | 70% | 20 | criticized challenger | | it-financial-management | NetSuite | 0% | 80% | 10 | criticized challenger | | it-financial-management | IBM Apptio Cloudability | 0% | 81% | 26 | criticized challenger | | it-financial-management | IBM Apptio | 0% | 89% | 18 | criticized challenger | | it-service-management | Freshservice | 47% | 3% | 70 | endorsed leader | | it-service-management | Freshdesk | 11% | 7% | 15 | accepted challenger | | it-service-management | Jira Service Management | 9% | 10% | 60 | accepted challenger | | it-service-management | ManageEngine ServiceDesk Plus | 9% | 11% | 44 | accepted challenger | | it-service-management | Zoho Desk | 5% | 0% | 14 | accepted challenger | | it-service-management | Spiceworks Cloud Help Desk | 5% | 14% | 21 | accepted challenger | | it-service-management | SolarWinds Service Desk | 2% | 0% | 11 | accepted challenger | | it-service-management | Zendesk | 2% | 18% | 22 | accepted challenger | | it-service-management | InvGate Service Management | 0% | 0% | 14 | accepted challenger | | it-service-management | SysAid | 0% | 7% | 15 | accepted challenger | | it-service-management | ServiceNow ITSM | 0% | 100% | 36 | criticized challenger | | it-service-management | BMC Helix ITSM | 0% | 100% | 15 | criticized challenger | | llm-gateways-and-observability | LiteLLM | 31% | 16% | 61 | endorsed leader | | llm-gateways-and-observability | Portkey | 28% | 12% | 59 | accepted challenger | | llm-gateways-and-observability | OpenRouter | 21% | 11% | 53 | accepted challenger | | llm-gateways-and-observability | Cloudflare AI Gateway | 7% | 7% | 28 | accepted challenger | | llm-gateways-and-observability | Helicone | 5% | 15% | 34 | accepted challenger | | llm-gateways-and-observability | Bifrost | 2% | 15% | 20 | accepted challenger | | llm-gateways-and-observability | Kong AI Gateway | 0% | 24% | 21 | accepted challenger | | load-balancers | HAProxy | 20% | 15% | 65 | accepted challenger | | load-balancers | NGINX | 14% | 13% | 63 | accepted challenger | | load-balancers | Cloudflare Load Balancing | 11% | 3% | 33 | accepted challenger | | load-balancers | AWS Elastic Load Balancing | 10% | 11% | 27 | accepted challenger | | load-balancers | Kemp LoadMaster | 10% | 27% | 22 | criticized challenger | | load-balancers | Azure Load Balancer | 6% | 4% | 27 | accepted challenger | | load-balancers | DigitalOcean Load Balancers | 3% | 0% | 13 | accepted challenger | | load-balancers | AWS Application Load Balancer | 3% | 17% | 12 | accepted challenger | | load-balancers | Google Cloud Load Balancing | 3% | 17% | 24 | accepted challenger | | load-balancers | Traefik | 1% | 3% | 32 | accepted challenger | | load-balancers | Azure Application Gateway | 0% | 0% | 10 | accepted challenger | | load-balancers | Citrix ADC | 0% | 88% | 17 | criticized challenger | | load-balancers | F5 BIG-IP | 0% | 100% | 17 | criticized challenger | | log-management | Better Stack | 32% | 2% | 50 | endorsed leader | | log-management | Graylog | 13% | 19% | 48 | accepted challenger | | log-management | Grafana Loki | 12% | 8% | 37 | accepted challenger | | log-management | Datadog Log Management | 9% | 52% | 66 | criticized challenger | | log-management | SolarWinds Papertrail | 7% | 0% | 29 | accepted challenger | | log-management | New Relic Logs | 3% | 17% | 23 | accepted challenger | | log-management | Elastic Stack | 3% | 50% | 46 | criticized challenger | | log-management | SigNoz | 1% | 0% | 10 | accepted challenger | | log-management | Grafana Cloud | 1% | 0% | 12 | accepted challenger | | log-management | OpenObserve | 0% | 0% | 16 | accepted challenger | | log-management | Splunk | 0% | 77% | 44 | criticized challenger | | managed-detection-and-response | Huntress Managed EDR | 78% | 0% | 61 | endorsed leader | | managed-detection-and-response | Sophos MDR | 4% | 2% | 42 | accepted challenger | | managed-detection-and-response | ESET PROTECT MDR | 2% | 0% | 10 | accepted challenger | | managed-detection-and-response | Cynet 360 | 2% | 0% | 10 | accepted challenger | | managed-detection-and-response | SentinelOne Singularity MDR | 2% | 20% | 15 | accepted challenger | | managed-detection-and-response | Arctic Wolf Managed Detection and Response | 2% | 25% | 28 | criticized challenger | | managed-detection-and-response | Red Canary | 0% | 0% | 10 | accepted challenger | | managed-detection-and-response | Expel MDR | 0% | 8% | 13 | accepted challenger | | managed-detection-and-response | CrowdStrike Falcon Complete | 0% | 60% | 15 | criticized challenger | | managed-dns | Cloudflare DNS | 78% | 3% | 69 | endorsed leader | | managed-dns | DNSimple | 12% | 3% | 35 | accepted challenger | | managed-dns | DNS Made Easy | 2% | 0% | 14 | accepted challenger | | managed-dns | easyDNS | 2% | 0% | 11 | accepted challenger | | managed-dns | Amazon Route 53 | 2% | 8% | 50 | accepted challenger | | managed-dns | Namecheap | 2% | 46% | 13 | criticized challenger | | managed-dns | ClouDNS | 0% | 0% | 32 | accepted challenger | | managed-dns | Google Cloud DNS | 0% | 8% | 39 | accepted challenger | | managed-dns | Hurricane Electric | 0% | 10% | 10 | accepted challenger | | managed-dns | NS1 | 0% | 42% | 12 | criticized challenger | | managed-dns | GoDaddy DNS | 0% | 92% | 13 | criticized challenger | | managed-file-transfer | Files.com | 57% | 3% | 58 | endorsed leader | | managed-file-transfer | Couchdrop | 8% | 0% | 14 | accepted challenger | | managed-file-transfer | SFTP To Go | 4% | 0% | 19 | accepted challenger | | managed-file-transfer | AWS Transfer Family | 4% | 35% | 17 | criticized challenger | | managed-file-transfer | GoAnywhere MFT | 2% | 22% | 32 | accepted challenger | | managed-file-transfer | Cerberus FTP Server | 0% | 0% | 19 | accepted challenger | | managed-file-transfer | MASV | 0% | 6% | 16 | accepted challenger | | managed-file-transfer | ExaVault | 0% | 8% | 12 | accepted challenger | | managed-file-transfer | JSCAPE MFT Server | 0% | 20% | 10 | accepted challenger | | managed-file-transfer | MOVEit | 0% | 38% | 13 | criticized challenger | | managed-file-transfer | Axway SecureTransport | 0% | 62% | 13 | criticized challenger | | managed-file-transfer | Progress MOVEit Transfer | 0% | 67% | 12 | criticized challenger | | managed-file-transfer | Fortra GoAnywhere MFT | 0% | 80% | 10 | criticized challenger | | managed-kubernetes-platforms | DigitalOcean Kubernetes | 55% | 5% | 64 | endorsed leader | | managed-kubernetes-platforms | Google Kubernetes Engine | 25% | 34% | 71 | criticized challenger | | managed-kubernetes-platforms | Linode Kubernetes Engine | 7% | 5% | 37 | accepted challenger | | managed-kubernetes-platforms | Northflank | 4% | 0% | 17 | accepted challenger | | managed-kubernetes-platforms | Civo Kubernetes | 4% | 0% | 22 | accepted challenger | | managed-kubernetes-platforms | Azure Kubernetes Service | 2% | 38% | 60 | criticized challenger | | managed-kubernetes-platforms | Amazon EKS | 2% | 65% | 68 | criticized challenger | | managed-kubernetes-platforms | Vultr Kubernetes Engine | 0% | 9% | 11 | accepted challenger | | managed-kubernetes-platforms | Rancher | 0% | 31% | 13 | criticized challenger | | managed-kubernetes-platforms | Red Hat OpenShift | 0% | 83% | 12 | criticized challenger | | managed-relational-databases | Amazon RDS | 24% | 23% | 71 | accepted challenger | | managed-relational-databases | Supabase | 18% | 5% | 40 | accepted challenger | | managed-relational-databases | Google Cloud SQL | 16% | 22% | 64 | accepted challenger | | managed-relational-databases | DigitalOcean Managed Databases | 15% | 3% | 38 | accepted challenger | | managed-relational-databases | Neon | 10% | 10% | 42 | accepted challenger | | managed-relational-databases | Azure SQL Database | 4% | 18% | 34 | accepted challenger | | managed-relational-databases | Amazon Aurora | 1% | 64% | 22 | criticized challenger | | managed-relational-databases | PlanetScale | 0% | 38% | 34 | criticized challenger | | master-data-management | AtroCore MDM | 23% | 2% | 41 | accepted challenger | | master-data-management | Profisee MDM | 23% | 9% | 54 | accepted challenger | | master-data-management | Pimcore | 15% | 2% | 43 | accepted challenger | | master-data-management | Semarchy xDM | 6% | 12% | 52 | accepted challenger | | master-data-management | Boomi MDM | 4% | 10% | 21 | accepted challenger | | master-data-management | Stibo Systems STEP | 2% | 47% | 19 | criticized challenger | | master-data-management | Reltio | 2% | 50% | 24 | criticized challenger | | master-data-management | Ataccama ONE | 0% | 33% | 15 | criticized challenger | | master-data-management | Informatica MDM | 0% | 81% | 53 | criticized challenger | | master-data-management | IBM InfoSphere | 0% | 92% | 13 | criticized challenger | | master-data-management | SAP Master Data Governance | 0% | 100% | 23 | criticized challenger | | microsegmentation | Zero Networks Segment | 16% | 0% | 35 | accepted challenger | | microsegmentation | Illumio Segmentation | 12% | 52% | 56 | criticized challenger | | microsegmentation | Faddom | 6% | 0% | 21 | accepted challenger | | microsegmentation | Akamai Guardicore Segmentation | 6% | 38% | 39 | criticized challenger | | microsegmentation | Elisity | 4% | 0% | 21 | accepted challenger | | microsegmentation | ColorTokens Xshield | 4% | 13% | 23 | accepted challenger | | microsegmentation | Cisco Secure Workload | 4% | 56% | 27 | criticized challenger | | microsegmentation | AWS Security Groups | 3% | 0% | 11 | accepted challenger | | microsegmentation | Zscaler Private Access | 1% | 15% | 13 | accepted challenger | | microsegmentation | VMware NSX | 0% | 68% | 28 | criticized challenger | | microsoft-365-management | Microsoft 365 Admin Center | 25% | 8% | 40 | accepted challenger | | microsoft-365-management | Microsoft 365 | 14% | 11% | 19 | accepted challenger | | microsoft-365-management | AdminDroid | 12% | 9% | 35 | accepted challenger | | microsoft-365-management | CIPP | 7% | 28% | 18 | criticized challenger | | microsoft-365-management | ManageEngine M365 Manager Plus | 5% | 17% | 18 | accepted challenger | | microsoft-365-management | Syskit Point | 4% | 23% | 13 | accepted challenger | | microsoft-365-management | CoreView | 4% | 57% | 23 | criticized challenger | | microsoft-365-management | Veeam Data Cloud for Microsoft 365 | 2% | 7% | 14 | accepted challenger | | microsoft-365-management | Microsoft 365 Lighthouse | 2% | 16% | 19 | accepted challenger | | microsoft-365-management | ShareGate | 2% | 28% | 18 | criticized challenger | | microsoft-365-management | Microsoft Intune | 0% | 25% | 20 | criticized challenger | | microsoft-365-management | Microsoft Purview | 0% | 40% | 10 | criticized challenger | | microsoft-365-management | Microsoft Entra ID | 0% | 45% | 11 | criticized challenger | | microsoft-365-management | AvePoint Confidence Platform | 0% | 50% | 10 | criticized challenger | | ml-platforms | Google Vertex AI | 19% | 27% | 55 | criticized challenger | | ml-platforms | KNIME Analytics Platform | 8% | 0% | 20 | accepted challenger | | ml-platforms | Amazon SageMaker | 8% | 42% | 52 | criticized challenger | | ml-platforms | MLflow | 6% | 0% | 26 | accepted challenger | | ml-platforms | Hugging Face | 5% | 7% | 14 | accepted challenger | | ml-platforms | Azure Machine Learning | 5% | 27% | 48 | criticized challenger | | ml-platforms | TensorFlow | 3% | 14% | 14 | accepted challenger | | ml-platforms | Databricks Mosaic AI | 3% | 41% | 32 | criticized challenger | | ml-platforms | H2O.ai | 2% | 0% | 14 | accepted challenger | | ml-platforms | Weights & Biases | 2% | 8% | 13 | accepted challenger | | ml-platforms | Dataiku | 2% | 8% | 13 | accepted challenger | | ml-platforms | DataRobot | 2% | 50% | 20 | criticized challenger | | ml-platforms | RapidMiner | 0% | 0% | 10 | accepted challenger | | ml-platforms | Kubeflow | 0% | 77% | 13 | criticized challenger | | multi-factor-authentication | Cisco Duo | 40% | 3% | 68 | endorsed leader | | multi-factor-authentication | Microsoft Entra ID | 29% | 0% | 50 | accepted challenger | | multi-factor-authentication | Google Workspace 2-Step Verification | 7% | 0% | 18 | accepted challenger | | multi-factor-authentication | Okta Verify | 7% | 29% | 41 | criticized challenger | | multi-factor-authentication | Microsoft Authenticator | 4% | 8% | 26 | accepted challenger | | multi-factor-authentication | JumpCloud Protect | 1% | 0% | 29 | accepted challenger | | multi-factor-authentication | Auth0 | 1% | 9% | 11 | accepted challenger | | multi-factor-authentication | YubiKey | 0% | 9% | 22 | accepted challenger | | multi-factor-authentication | Google Authenticator | 0% | 14% | 35 | accepted challenger | | multi-factor-authentication | Authy | 0% | 18% | 22 | accepted challenger | | network-access-control | Portnox Cloud | 45% | 0% | 52 | endorsed leader | | network-access-control | PacketFence | 16% | 18% | 22 | accepted challenger | | network-access-control | Aruba ClearPass | 5% | 47% | 38 | criticized challenger | | network-access-control | OPSWAT MetaAccess | 4% | 0% | 14 | accepted challenger | | network-access-control | Cisco Meraki | 2% | 0% | 11 | accepted challenger | | network-access-control | Fortinet FortiNAC | 2% | 8% | 12 | accepted challenger | | network-access-control | FortiNAC | 0% | 31% | 13 | criticized challenger | | network-access-control | Forescout | 0% | 79% | 19 | criticized challenger | | network-access-control | Cisco ISE | 0% | 82% | 34 | criticized challenger | | network-detection-and-response | Security Onion | 15% | 12% | 26 | accepted challenger | | network-detection-and-response | Paessler PRTG Network Monitor | 11% | 0% | 10 | accepted challenger | | network-detection-and-response | Sophos NDR | 9% | 0% | 12 | accepted challenger | | network-detection-and-response | Corelight Open NDR | 4% | 42% | 26 | criticized challenger | | network-detection-and-response | Wireshark | 2% | 0% | 10 | accepted challenger | | network-detection-and-response | Zeek | 2% | 10% | 10 | accepted challenger | | network-detection-and-response | Suricata | 2% | 10% | 10 | accepted challenger | | network-detection-and-response | Vectra AI | 2% | 58% | 38 | criticized challenger | | network-detection-and-response | Cisco Secure Network Analytics | 0% | 53% | 15 | criticized challenger | | network-detection-and-response | Darktrace | 0% | 60% | 40 | criticized challenger | | network-detection-and-response | ExtraHop Reveal | 0% | 70% | 10 | criticized challenger | | network-detection-and-response | ExtraHop RevealX | 0% | 73% | 22 | criticized challenger | | network-monitoring-and-management | Paessler PRTG Network Monitor | 40% | 2% | 60 | endorsed leader | | network-monitoring-and-management | Zabbix | 16% | 20% | 56 | accepted challenger | | network-monitoring-and-management | Domotz | 15% | 0% | 16 | accepted challenger | | network-monitoring-and-management | ManageEngine OpManager | 7% | 3% | 34 | accepted challenger | | network-monitoring-and-management | Auvik | 5% | 12% | 33 | accepted challenger | | network-monitoring-and-management | Atera | 4% | 10% | 10 | accepted challenger | | network-monitoring-and-management | Datadog Network Monitoring | 2% | 43% | 21 | criticized challenger | | network-monitoring-and-management | Nagios | 2% | 52% | 33 | criticized challenger | | network-monitoring-and-management | NinjaOne | 0% | 0% | 19 | accepted challenger | | network-monitoring-and-management | LibreNMS | 0% | 0% | 11 | accepted challenger | | network-monitoring-and-management | Site24x7 | 0% | 18% | 11 | accepted challenger | | network-monitoring-and-management | SolarWinds Network Performance Monitor | 0% | 63% | 19 | criticized challenger | | next-generation-firewalls | Fortinet FortiGate | 51% | 3% | 63 | endorsed leader | | next-generation-firewalls | WatchGuard Firebox | 12% | 0% | 37 | accepted challenger | | next-generation-firewalls | Sophos Firewall | 12% | 2% | 49 | accepted challenger | | next-generation-firewalls | Cisco Meraki MX | 2% | 0% | 11 | accepted challenger | | next-generation-firewalls | SonicWall TZ Series | 2% | 12% | 17 | accepted challenger | | next-generation-firewalls | SonicWall | 2% | 44% | 18 | criticized challenger | | next-generation-firewalls | Palo Alto Networks NGFW | 2% | 55% | 33 | criticized challenger | | next-generation-firewalls | Cisco Secure Firewall | 0% | 37% | 19 | criticized challenger | | non-human-identity-management | JumpCloud | 20% | 7% | 30 | accepted challenger | | non-human-identity-management | Aembit | 10% | 0% | 20 | accepted challenger | | non-human-identity-management | Infisical | 10% | 7% | 15 | accepted challenger | | non-human-identity-management | HashiCorp Vault | 6% | 30% | 30 | criticized challenger | | non-human-identity-management | GitGuardian NHI Governance | 4% | 0% | 14 | accepted challenger | | non-human-identity-management | Akeyless | 4% | 4% | 26 | accepted challenger | | non-human-identity-management | Doppler | 4% | 7% | 14 | accepted challenger | | non-human-identity-management | Microsoft Entra ID | 4% | 8% | 12 | accepted challenger | | non-human-identity-management | Okta | 4% | 46% | 13 | criticized challenger | | non-human-identity-management | Oasis Security | 2% | 39% | 18 | criticized challenger | | non-human-identity-management | Astrix Security | 2% | 52% | 21 | criticized challenger | | non-human-identity-management | Delinea | 2% | 60% | 10 | criticized challenger | | non-human-identity-management | SailPoint | 2% | 71% | 14 | criticized challenger | | non-human-identity-management | Token Security | 0% | 18% | 11 | accepted challenger | | non-human-identity-management | Entro Security | 0% | 36% | 28 | criticized challenger | | non-human-identity-management | Venafi | 0% | 36% | 11 | criticized challenger | | non-human-identity-management | CyberArk Identity Security Platform | 0% | 82% | 17 | criticized challenger | | nosql-databases | MongoDB | 69% | 12% | 82 | endorsed leader | | nosql-databases | Amazon DynamoDB | 11% | 18% | 60 | accepted challenger | | nosql-databases | Google Cloud Firestore | 6% | 3% | 32 | accepted challenger | | nosql-databases | PostgreSQL | 5% | 0% | 25 | accepted challenger | | nosql-databases | Apache CouchDB | 2% | 15% | 13 | accepted challenger | | nosql-databases | Couchbase | 2% | 23% | 31 | accepted challenger | | nosql-databases | Azure Cosmos DB | 2% | 27% | 11 | criticized challenger | | nosql-databases | Redis | 0% | 16% | 51 | accepted challenger | | nosql-databases | Neo4j | 0% | 33% | 15 | criticized challenger | | nosql-databases | Apache Cassandra | 0% | 58% | 36 | criticized challenger | | object-storage | Backblaze B2 | 47% | 6% | 71 | endorsed leader | | object-storage | Wasabi Object Storage | 20% | 29% | 62 | criticized challenger | | object-storage | Cloudflare R2 | 18% | 4% | 57 | accepted challenger | | object-storage | DigitalOcean Spaces | 5% | 10% | 41 | accepted challenger | | object-storage | Amazon S3 | 5% | 56% | 66 | criticized challenger | | object-storage | Google Cloud Storage | 3% | 51% | 39 | criticized challenger | | object-storage | IDrive e2 | 0% | 0% | 11 | accepted challenger | | object-storage | MinIO AIStor | 0% | 25% | 16 | criticized challenger | | object-storage | Azure Blob Storage | 0% | 49% | 35 | criticized challenger | | observability-platforms | Grafana | 39% | 5% | 75 | endorsed leader | | observability-platforms | New Relic | 15% | 15% | 65 | accepted challenger | | observability-platforms | SigNoz | 11% | 3% | 33 | accepted challenger | | observability-platforms | Better Stack | 10% | 0% | 24 | accepted challenger | | observability-platforms | Datadog | 8% | 70% | 67 | criticized challenger | | observability-platforms | OpenObserve | 3% | 0% | 19 | accepted challenger | | observability-platforms | Uptrace | 2% | 0% | 17 | accepted challenger | | observability-platforms | Site24x7 | 2% | 0% | 10 | accepted challenger | | observability-platforms | Honeycomb | 2% | 14% | 21 | accepted challenger | | observability-platforms | Prometheus | 2% | 33% | 15 | criticized challenger | | observability-platforms | Dynatrace | 0% | 69% | 26 | criticized challenger | | observability-platforms | Splunk | 0% | 79% | 14 | criticized challenger | | ot-and-iot-security | Microsoft Defender for IoT | 40% | 15% | 46 | endorsed leader | | ot-and-iot-security | Fortinet OT Security Platform | 7% | 0% | 18 | accepted challenger | | ot-and-iot-security | Tenable OT Security | 4% | 20% | 20 | accepted challenger | | ot-and-iot-security | Claroty xDome | 4% | 38% | 47 | criticized challenger | | ot-and-iot-security | Armis Centrix | 2% | 27% | 30 | criticized challenger | | ot-and-iot-security | Nozomi Networks Guardian | 2% | 38% | 39 | criticized challenger | | ot-and-iot-security | Dragos Platform | 2% | 51% | 37 | criticized challenger | | ot-and-iot-security | AWS IoT Device Defender | 0% | 9% | 11 | accepted challenger | | ot-and-iot-security | Forescout Vistaro Platform | 0% | 24% | 17 | accepted challenger | | patch-management | Action1 | 55% | 0% | 54 | endorsed leader | | patch-management | NinjaOne Autonomous Patch Management | 19% | 4% | 46 | accepted challenger | | patch-management | Automox | 8% | 3% | 33 | accepted challenger | | patch-management | Atera | 6% | 0% | 32 | accepted challenger | | patch-management | ManageEngine Patch Manager Plus | 4% | 20% | 41 | accepted challenger | | patch-management | Patch My PC | 2% | 12% | 17 | accepted challenger | | patch-management | Microsoft Intune | 2% | 13% | 15 | accepted challenger | | patch-management | PDQ Connect | 0% | 0% | 12 | accepted challenger | | patch-management | PDQ Deploy & Inventory | 0% | 25% | 12 | criticized challenger | | patch-management | Windows Server Update Services | 0% | 71% | 14 | criticized challenger | | penetration-testing-as-a-service | Bright Defense | 17% | 0% | 17 | accepted challenger | | penetration-testing-as-a-service | Cobalt | 17% | 11% | 37 | accepted challenger | | penetration-testing-as-a-service | BreachLock | 13% | 0% | 24 | accepted challenger | | penetration-testing-as-a-service | Astra Security | 11% | 0% | 21 | accepted challenger | | penetration-testing-as-a-service | Acunetix | 9% | 20% | 15 | accepted challenger | | penetration-testing-as-a-service | UnderDefense | 2% | 0% | 17 | accepted challenger | | penetration-testing-as-a-service | Pentest-Tools.com | 2% | 0% | 10 | accepted challenger | | penetration-testing-as-a-service | Bugcrowd | 2% | 8% | 12 | accepted challenger | | privileged-access-management | ManageEngine PAM360 | 33% | 8% | 51 | endorsed leader | | privileged-access-management | KeeperPAM | 29% | 0% | 45 | accepted challenger | | privileged-access-management | Teleport | 6% | 6% | 16 | accepted challenger | | privileged-access-management | Delinea Secret Server | 6% | 24% | 38 | accepted challenger | | privileged-access-management | JumpCloud | 4% | 0% | 17 | accepted challenger | | privileged-access-management | Securden Unified PAM | 4% | 0% | 20 | accepted challenger | | privileged-access-management | miniOrange PAM | 0% | 0% | 17 | accepted challenger | | privileged-access-management | StrongDM | 0% | 11% | 19 | accepted challenger | | privileged-access-management | Okta Privileged Access | 0% | 30% | 10 | criticized challenger | | privileged-access-management | BeyondTrust | 0% | 80% | 41 | criticized challenger | | privileged-access-management | CyberArk Privileged Access Manager | 0% | 88% | 49 | criticized challenger | | process-mining | Microsoft Power Automate | 25% | 3% | 31 | accepted challenger | | process-mining | ProcessMind | 23% | 0% | 30 | accepted challenger | | process-mining | Apromore | 12% | 6% | 36 | accepted challenger | | process-mining | Microsoft Power Automate Process Mining | 8% | 14% | 21 | accepted challenger | | process-mining | Mindzie | 4% | 0% | 16 | accepted challenger | | process-mining | Fluxicon Disco | 4% | 6% | 17 | accepted challenger | | process-mining | Celonis Process Intelligence Platform | 4% | 91% | 55 | criticized challenger | | process-mining | Bizagi | 2% | 0% | 13 | accepted challenger | | process-mining | UiPath Process Mining | 2% | 46% | 41 | criticized challenger | | process-mining | IBM Process Mining | 2% | 76% | 25 | criticized challenger | | process-mining | PM4Py | 0% | 0% | 11 | accepted challenger | | process-mining | SAP Signavio Process Intelligence | 0% | 74% | 31 | criticized challenger | | proxy-networks | Decodo | 40% | 0% | 45 | endorsed leader | | proxy-networks | Webshare | 20% | 0% | 32 | accepted challenger | | proxy-networks | Smartproxy | 12% | 5% | 21 | accepted challenger | | proxy-networks | Bright Data | 8% | 33% | 45 | criticized challenger | | proxy-networks | IPRoyal | 6% | 19% | 27 | accepted challenger | | proxy-networks | Oxylabs | 4% | 40% | 42 | criticized challenger | | proxy-networks | DataImpulse | 2% | 0% | 13 | accepted challenger | | proxy-networks | SOAX | 0% | 6% | 18 | accepted challenger | | proxy-networks | NetNut | 0% | 15% | 13 | accepted challenger | | remote-monitoring-and-management | Atera | 45% | 4% | 72 | endorsed leader | | remote-monitoring-and-management | NinjaOne | 20% | 10% | 63 | accepted challenger | | remote-monitoring-and-management | Syncro | 16% | 2% | 58 | accepted challenger | | remote-monitoring-and-management | Action1 | 7% | 14% | 14 | accepted challenger | | remote-monitoring-and-management | SuperOps | 4% | 8% | 26 | accepted challenger | | remote-monitoring-and-management | Datto RMM | 4% | 48% | 33 | criticized challenger | | remote-monitoring-and-management | N-able N-sight | 0% | 33% | 12 | criticized challenger | | remote-monitoring-and-management | ConnectWise RMM | 0% | 46% | 13 | criticized challenger | | remote-monitoring-and-management | ConnectWise Automate | 0% | 78% | 18 | criticized challenger | | remote-monitoring-and-management | Kaseya VSA | 0% | 83% | 23 | criticized challenger | | remote-support-and-remote-access | Zoho Assist | 38% | 0% | 57 | endorsed leader | | remote-support-and-remote-access | Splashtop Remote Support | 23% | 0% | 49 | accepted challenger | | remote-support-and-remote-access | TeamViewer | 7% | 50% | 62 | criticized challenger | | remote-support-and-remote-access | RemotePC | 5% | 0% | 16 | accepted challenger | | remote-support-and-remote-access | AnyDesk | 5% | 23% | 47 | accepted challenger | | remote-support-and-remote-access | ConnectWise ScreenConnect | 5% | 36% | 28 | criticized challenger | | remote-support-and-remote-access | Chrome Remote Desktop | 3% | 45% | 20 | criticized challenger | | remote-support-and-remote-access | RustDesk | 2% | 9% | 11 | accepted challenger | | remote-support-and-remote-access | BeyondTrust Remote Support | 0% | 36% | 11 | criticized challenger | | robotic-process-automation | Microsoft Power Automate | 72% | 3% | 73 | endorsed leader | | robotic-process-automation | UiPath | 8% | 34% | 61 | criticized challenger | | robotic-process-automation | UiPath Community Edition | 7% | 6% | 16 | accepted challenger | | robotic-process-automation | Zapier | 3% | 12% | 32 | accepted challenger | | robotic-process-automation | Zoho RPA | 2% | 0% | 18 | accepted challenger | | robotic-process-automation | Make | 2% | 0% | 21 | accepted challenger | | robotic-process-automation | Automation Anywhere Community Edition | 2% | 8% | 12 | accepted challenger | | robotic-process-automation | Automation Anywhere | 2% | 39% | 46 | criticized challenger | | robotic-process-automation | ElectroNeek | 0% | 0% | 11 | accepted challenger | | robotic-process-automation | Robocorp | 0% | 0% | 10 | accepted challenger | | robotic-process-automation | SS&C Blue Prism | 0% | 90% | 10 | criticized challenger | | robotic-process-automation | Blue Prism | 0% | 94% | 17 | criticized challenger | | saas-management-platforms | Substly | 19% | 0% | 28 | accepted challenger | | saas-management-platforms | Cledara | 17% | 5% | 37 | accepted challenger | | saas-management-platforms | Torii | 11% | 54% | 41 | criticized challenger | | saas-management-platforms | SpendHound | 9% | 0% | 15 | accepted challenger | | saas-management-platforms | Corma | 9% | 0% | 24 | accepted challenger | | saas-management-platforms | Josys | 4% | 20% | 15 | accepted challenger | | saas-management-platforms | BetterCloud | 2% | 38% | 42 | criticized challenger | | saas-management-platforms | Zluri | 2% | 39% | 38 | criticized challenger | | saas-management-platforms | Zylo | 2% | 84% | 37 | criticized challenger | | saas-management-platforms | Spendflo | 0% | 10% | 10 | accepted challenger | | saas-management-platforms | Sastrify | 0% | 30% | 10 | criticized challenger | | saas-management-platforms | Vendr | 0% | 50% | 10 | criticized challenger | | saas-management-platforms | Productiv | 0% | 88% | 16 | criticized challenger | | saas-security-posture-management | Nudge Security | 20% | 2% | 41 | accepted challenger | | saas-security-posture-management | Wing Security | 20% | 5% | 41 | accepted challenger | | saas-security-posture-management | 8200.dev | 11% | 0% | 17 | accepted challenger | | saas-security-posture-management | Grip Security | 11% | 3% | 32 | accepted challenger | | saas-security-posture-management | SaaS Alerts | 7% | 6% | 16 | accepted challenger | | saas-security-posture-management | CrowdStrike Falcon Shield | 5% | 41% | 17 | criticized challenger | | saas-security-posture-management | AppOmni | 4% | 67% | 39 | criticized challenger | | saas-security-posture-management | SpinOne | 2% | 20% | 15 | accepted challenger | | saas-security-posture-management | Adaptive Shield | 2% | 47% | 17 | criticized challenger | | saas-security-posture-management | Microsoft Secure Score | 0% | 0% | 16 | accepted challenger | | saas-security-posture-management | Reco | 0% | 9% | 11 | accepted challenger | | saas-security-posture-management | Valence Security | 0% | 33% | 12 | criticized challenger | | saas-security-posture-management | Obsidian Security | 0% | 35% | 20 | criticized challenger | | saas-security-posture-management | Obsidian | 0% | 64% | 11 | criticized challenger | | sase-platforms | Cloudflare One | 69% | 1% | 71 | endorsed leader | | sase-platforms | Check Point Harmony SASE | 6% | 27% | 30 | criticized challenger | | sase-platforms | Fortinet FortiSASE | 4% | 11% | 47 | accepted challenger | | sase-platforms | Cato Networks | 4% | 22% | 27 | accepted challenger | | sase-platforms | Cisco Secure Access | 4% | 38% | 13 | criticized challenger | | sase-platforms | Cato SASE Cloud | 2% | 19% | 21 | accepted challenger | | sase-platforms | NordLayer | 0% | 0% | 14 | accepted challenger | | sase-platforms | Netskope One | 0% | 43% | 23 | criticized challenger | | sase-platforms | Palo Alto Networks Prisma SASE | 0% | 62% | 21 | criticized challenger | | sase-platforms | Zscaler Zero Trust Exchange | 0% | 77% | 43 | criticized challenger | | sd-wan | Cisco Meraki SD-WAN | 42% | 11% | 65 | endorsed leader | | sd-wan | Fortinet Secure SD-WAN | 26% | 7% | 61 | accepted challenger | | sd-wan | Peplink | 6% | 0% | 15 | accepted challenger | | sd-wan | Cisco Catalyst SD-WAN | 6% | 58% | 31 | criticized challenger | | sd-wan | Cato SASE Cloud | 2% | 12% | 24 | accepted challenger | | sd-wan | HPE Aruba EdgeConnect | 0% | 27% | 11 | criticized challenger | | sd-wan | VMware VeloCloud SD-WAN | 0% | 43% | 35 | criticized challenger | | sd-wan | Versa Secure SD-WAN | 0% | 47% | 19 | criticized challenger | | sd-wan | Palo Alto Networks Prisma SD-WAN | 0% | 57% | 28 | criticized challenger | | secrets-management | Doppler | 39% | 3% | 67 | endorsed leader | | secrets-management | Infisical | 28% | 0% | 57 | accepted challenger | | secrets-management | Bitwarden Secrets Manager | 12% | 10% | 39 | accepted challenger | | secrets-management | 1Password | 9% | 11% | 47 | accepted challenger | | secrets-management | AWS Secrets Manager | 6% | 27% | 56 | criticized challenger | | secrets-management | HashiCorp Vault | 6% | 66% | 70 | criticized challenger | | secrets-management | Google Secret Manager | 0% | 16% | 31 | accepted challenger | | secrets-management | Akeyless | 0% | 18% | 11 | accepted challenger | | secrets-management | Azure Key Vault | 0% | 20% | 30 | accepted challenger | | secrets-management | SOPS | 0% | 23% | 13 | accepted challenger | | secrets-management | OpenBao | 0% | 36% | 11 | criticized challenger | | secure-code-training | SecureFlag | 26% | 6% | 48 | accepted challenger | | secure-code-training | Snyk Learn | 15% | 7% | 30 | accepted challenger | | secure-code-training | SafeStack Academy | 13% | 0% | 21 | accepted challenger | | secure-code-training | Avatao | 9% | 7% | 27 | accepted challenger | | secure-code-training | Security Journey | 9% | 18% | 33 | accepted challenger | | secure-code-training | Secure Code Warrior | 4% | 53% | 47 | criticized challenger | | security-awareness-training | KnowBe4 | 20% | 45% | 60 | criticized challenger | | security-awareness-training | Hook Security | 16% | 0% | 31 | accepted challenger | | security-awareness-training | Huntress Managed Security Awareness Training | 16% | 0% | 39 | accepted challenger | | security-awareness-training | Wizer | 10% | 0% | 23 | accepted challenger | | security-awareness-training | EasyLlama | 6% | 0% | 15 | accepted challenger | | security-awareness-training | CanIPhish | 4% | 0% | 18 | accepted challenger | | security-awareness-training | Hoxhunt | 4% | 21% | 19 | accepted challenger | | security-awareness-training | usecure | 2% | 0% | 12 | accepted challenger | | security-awareness-training | SoSafe | 0% | 7% | 14 | accepted challenger | | security-awareness-training | Infosec IQ | 0% | 9% | 11 | accepted challenger | | security-awareness-training | Proofpoint ZenGuide | 0% | 52% | 31 | criticized challenger | | server-virtualization-platforms | Proxmox VE | 64% | 5% | 75 | endorsed leader | | server-virtualization-platforms | Microsoft Hyper-V | 12% | 7% | 56 | accepted challenger | | server-virtualization-platforms | VMware vSphere | 7% | 71% | 58 | criticized challenger | | server-virtualization-platforms | Scale Computing | 5% | 0% | 12 | accepted challenger | | server-virtualization-platforms | Nutanix AHV | 5% | 39% | 33 | criticized challenger | | server-virtualization-platforms | Hyper-V | 2% | 0% | 14 | accepted challenger | | server-virtualization-platforms | KVM | 2% | 25% | 12 | criticized challenger | | server-virtualization-platforms | XCP-ng | 0% | 4% | 27 | accepted challenger | | server-virtualization-platforms | Oracle VM VirtualBox | 0% | 58% | 12 | criticized challenger | | siem-platforms | Blumira | 34% | 0% | 45 | endorsed leader | | siem-platforms | Microsoft Sentinel | 22% | 13% | 60 | accepted challenger | | siem-platforms | ManageEngine Log360 | 14% | 3% | 29 | accepted challenger | | siem-platforms | Wazuh | 10% | 16% | 45 | accepted challenger | | siem-platforms | Huntress Managed SIEM | 5% | 3% | 30 | accepted challenger | | siem-platforms | Rapid7 InsightIDR | 3% | 4% | 27 | accepted challenger | | siem-platforms | Sumo Logic Cloud SIEM | 3% | 9% | 11 | accepted challenger | | siem-platforms | Elastic Security | 3% | 15% | 34 | accepted challenger | | siem-platforms | Graylog | 0% | 21% | 14 | accepted challenger | | siem-platforms | Splunk Enterprise Security | 0% | 74% | 39 | criticized challenger | | siem-platforms | IBM QRadar | 0% | 84% | 19 | criticized challenger | | soar-platforms | Tines | 44% | 0% | 55 | endorsed leader | | soar-platforms | Blumira | 17% | 0% | 20 | accepted challenger | | soar-platforms | Shuffle | 8% | 6% | 17 | accepted challenger | | soar-platforms | ManageEngine Log360 | 7% | 9% | 22 | accepted challenger | | soar-platforms | Microsoft Sentinel | 7% | 13% | 38 | accepted challenger | | soar-platforms | Torq | 5% | 15% | 27 | accepted challenger | | soar-platforms | Splunk SOAR | 2% | 69% | 58 | criticized challenger | | soar-platforms | Rapid7 InsightConnect | 0% | 5% | 22 | accepted challenger | | soar-platforms | Swimlane Turbine | 0% | 25% | 20 | criticized challenger | | soar-platforms | Cortex XSOAR | 0% | 76% | 46 | criticized challenger | | soar-platforms | IBM QRadar SOAR | 0% | 87% | 15 | criticized challenger | | software-composition-analysis | Snyk Open Source | 39% | 18% | 62 | endorsed leader | | software-composition-analysis | Trivy | 18% | 0% | 41 | accepted challenger | | software-composition-analysis | OWASP Dependency-Check | 15% | 22% | 41 | accepted challenger | | software-composition-analysis | FOSSA | 5% | 0% | 19 | accepted challenger | | software-composition-analysis | Aikido Security | 5% | 0% | 13 | accepted challenger | | software-composition-analysis | GitHub Dependabot | 5% | 14% | 28 | accepted challenger | | software-composition-analysis | Grype | 2% | 0% | 12 | accepted challenger | | software-composition-analysis | Socket | 2% | 0% | 19 | accepted challenger | | software-composition-analysis | OSV-Scanner | 2% | 7% | 14 | accepted challenger | | software-composition-analysis | GitHub Advanced Security | 2% | 15% | 26 | accepted challenger | | software-composition-analysis | Sonatype Lifecycle | 2% | 55% | 22 | criticized challenger | | software-composition-analysis | Semgrep Supply Chain | 0% | 14% | 14 | accepted challenger | | software-composition-analysis | Mend.io | 0% | 50% | 28 | criticized challenger | | software-composition-analysis | Black Duck | 0% | 80% | 25 | criticized challenger | | source-control-hosting | GitHub | 72% | 9% | 80 | endorsed leader | | source-control-hosting | GitLab | 12% | 14% | 83 | accepted challenger | | source-control-hosting | Bitbucket | 12% | 20% | 76 | accepted challenger | | source-control-hosting | Gitea | 0% | 19% | 31 | accepted challenger | | source-control-hosting | Azure DevOps | 0% | 24% | 25 | accepted challenger | | source-control-hosting | Forgejo | 0% | 27% | 15 | criticized challenger | | source-control-hosting | AWS CodeCommit | 0% | 67% | 15 | criticized challenger | | static-application-security-testing | Semgrep | 53% | 0% | 70 | endorsed leader | | static-application-security-testing | SonarQube | 14% | 11% | 70 | accepted challenger | | static-application-security-testing | Snyk Code | 11% | 2% | 44 | accepted challenger | | static-application-security-testing | Snyk | 9% | 0% | 15 | accepted challenger | | static-application-security-testing | Aikido Security | 5% | 4% | 24 | accepted challenger | | static-application-security-testing | GitHub Advanced Security | 2% | 5% | 20 | accepted challenger | | static-application-security-testing | CodeAnt AI | 2% | 8% | 12 | accepted challenger | | static-application-security-testing | DeepSource | 0% | 0% | 10 | accepted challenger | | static-application-security-testing | Bandit | 0% | 8% | 12 | accepted challenger | | static-application-security-testing | CodeQL | 0% | 19% | 26 | accepted challenger | | static-application-security-testing | Checkmarx One | 0% | 80% | 41 | criticized challenger | | static-application-security-testing | Veracode Static Analysis | 0% | 86% | 35 | criticized challenger | | static-application-security-testing | OpenText Fortify | 0% | 94% | 17 | criticized challenger | | streaming-platforms | Confluent Cloud | 21% | 26% | 62 | criticized challenger | | streaming-platforms | Redpanda | 18% | 2% | 52 | accepted challenger | | streaming-platforms | StreamYard | 6% | 8% | 12 | accepted challenger | | streaming-platforms | Google Cloud Pub/Sub | 6% | 18% | 33 | accepted challenger | | streaming-platforms | NATS JetStream | 5% | 0% | 18 | accepted challenger | | streaming-platforms | Amazon Kinesis Data Streams | 5% | 21% | 24 | accepted challenger | | streaming-platforms | Aiven for Apache Kafka | 3% | 12% | 25 | accepted challenger | | streaming-platforms | Apache Kafka | 3% | 61% | 44 | criticized challenger | | streaming-platforms | NATS | 2% | 0% | 11 | accepted challenger | | streaming-platforms | Dacast | 2% | 9% | 11 | accepted challenger | | streaming-platforms | Amazon MSK | 2% | 27% | 41 | criticized challenger | | streaming-platforms | Vimeo Livestream | 2% | 31% | 13 | criticized challenger | | streaming-platforms | YouTube Live | 2% | 36% | 14 | criticized challenger | | streaming-platforms | Azure Event Hubs | 0% | 10% | 21 | accepted challenger | | streaming-platforms | RabbitMQ | 0% | 12% | 17 | accepted challenger | | streaming-platforms | Apache Pulsar | 0% | 56% | 18 | criticized challenger | | telemetry-pipelines | OpenTelemetry Collector | 44% | 7% | 55 | endorsed leader | | telemetry-pipelines | Grafana Cloud | 19% | 4% | 28 | accepted challenger | | telemetry-pipelines | Vector | 14% | 3% | 34 | accepted challenger | | telemetry-pipelines | Cribl Stream | 3% | 24% | 25 | accepted challenger | | telemetry-pipelines | SigNoz | 2% | 0% | 20 | accepted challenger | | telemetry-pipelines | Honeycomb | 2% | 12% | 16 | accepted challenger | | telemetry-pipelines | Fluent Bit | 0% | 5% | 22 | accepted challenger | | telemetry-pipelines | Grafana | 0% | 13% | 15 | accepted challenger | | telemetry-pipelines | Grafana Loki | 0% | 17% | 12 | accepted challenger | | telemetry-pipelines | Prometheus | 0% | 21% | 19 | accepted challenger | | telemetry-pipelines | New Relic | 0% | 48% | 21 | criticized challenger | | telemetry-pipelines | Datadog | 0% | 67% | 30 | criticized challenger | | third-party-risk-management | UpGuard | 39% | 3% | 61 | endorsed leader | | third-party-risk-management | Vanta | 32% | 11% | 62 | endorsed leader | | third-party-risk-management | SecurityScorecard | 3% | 28% | 29 | criticized challenger | | third-party-risk-management | Creditsafe | 2% | 0% | 10 | accepted challenger | | third-party-risk-management | Whistic | 2% | 0% | 11 | accepted challenger | | third-party-risk-management | Secureframe | 2% | 4% | 24 | accepted challenger | | third-party-risk-management | Bitsight | 2% | 70% | 20 | criticized challenger | | third-party-risk-management | ProcessUnity | 0% | 78% | 18 | criticized challenger | | third-party-risk-management | OneTrust Third-Party Risk Management | 0% | 89% | 28 | criticized challenger | | threat-intelligence-platforms | MISP | 18% | 17% | 46 | accepted challenger | | threat-intelligence-platforms | AlienVault OTX | 14% | 6% | 34 | accepted challenger | | threat-intelligence-platforms | NordStellar | 12% | 6% | 17 | accepted challenger | | threat-intelligence-platforms | SOCRadar Extended Threat Intelligence | 9% | 12% | 16 | accepted challenger | | threat-intelligence-platforms | GreyNoise | 4% | 0% | 10 | accepted challenger | | threat-intelligence-platforms | CrowdStrike Falcon | 4% | 23% | 13 | accepted challenger | | threat-intelligence-platforms | Recorded Future Intelligence Cloud | 4% | 62% | 48 | criticized challenger | | threat-intelligence-platforms | OpenCTI | 2% | 19% | 27 | accepted challenger | | threat-intelligence-platforms | Anomali ThreatStream | 2% | 50% | 30 | criticized challenger | | threat-intelligence-platforms | Mandiant Threat Intelligence | 2% | 62% | 13 | criticized challenger | | threat-intelligence-platforms | CISA AIS | 0% | 0% | 13 | accepted challenger | | threat-intelligence-platforms | Abuse.ch | 0% | 0% | 12 | accepted challenger | | threat-intelligence-platforms | CrowdStrike Falcon Intelligence | 0% | 18% | 11 | accepted challenger | | threat-intelligence-platforms | ThreatConnect | 0% | 57% | 35 | criticized challenger | | time-series-databases | TimescaleDB | 57% | 6% | 69 | endorsed leader | | time-series-databases | InfluxDB | 11% | 16% | 68 | accepted challenger | | time-series-databases | QuestDB | 6% | 6% | 53 | accepted challenger | | time-series-databases | VictoriaMetrics | 4% | 0% | 32 | accepted challenger | | time-series-databases | PostgreSQL | 4% | 18% | 22 | accepted challenger | | time-series-databases | Amazon Timestream | 2% | 17% | 18 | accepted challenger | | time-series-databases | Prometheus | 2% | 22% | 40 | accepted challenger | | time-series-databases | TDengine | 0% | 27% | 11 | criticized challenger | | time-series-databases | ClickHouse Cloud | 0% | 34% | 29 | criticized challenger | | unified-endpoint-management | Microsoft Intune | 28% | 19% | 63 | accepted challenger | | unified-endpoint-management | Miradore | 19% | 0% | 40 | accepted challenger | | unified-endpoint-management | NinjaOne | 15% | 5% | 44 | accepted challenger | | unified-endpoint-management | ManageEngine Endpoint Central | 8% | 9% | 45 | accepted challenger | | unified-endpoint-management | Scalefusion | 6% | 0% | 16 | accepted challenger | | unified-endpoint-management | Hexnode UEM | 6% | 6% | 34 | accepted challenger | | unified-endpoint-management | JumpCloud | 4% | 6% | 33 | accepted challenger | | unified-endpoint-management | Syncro | 2% | 12% | 17 | accepted challenger | | unified-endpoint-management | Action1 | 2% | 13% | 15 | accepted challenger | | unified-endpoint-management | Atera | 0% | 0% | 11 | accepted challenger | | unified-endpoint-management | Mosyle | 0% | 0% | 13 | accepted challenger | | unified-endpoint-management | Jamf | 0% | 38% | 39 | criticized challenger | | unified-endpoint-management | Ivanti Neurons for UEM | 0% | 55% | 20 | criticized challenger | | unified-endpoint-management | Omnissa Workspace ONE | 0% | 71% | 31 | criticized challenger | | unified-endpoint-management | IBM MaaS360 | 0% | 89% | 19 | criticized challenger | | vector-databases | pgvector | 49% | 2% | 65 | endorsed leader | | vector-databases | Pinecone | 24% | 35% | 71 | criticized challenger | | vector-databases | Qdrant | 17% | 3% | 73 | accepted challenger | | vector-databases | Weaviate | 5% | 18% | 66 | accepted challenger | | vector-databases | Chroma | 5% | 29% | 42 | criticized challenger | | vector-databases | LanceDB | 0% | 9% | 11 | accepted challenger | | vector-databases | Milvus | 0% | 52% | 42 | criticized challenger | | video-conferencing | Zoom Workplace | 48% | 22% | 73 | endorsed leader | | video-conferencing | Microsoft | 17% | 13% | 68 | accepted challenger | | video-conferencing | Zoho Meeting | 16% | 0% | 26 | accepted challenger | | video-conferencing | Google Meet | 12% | 12% | 72 | accepted challenger | | video-conferencing | RingCentral | 3% | 7% | 15 | accepted challenger | | video-conferencing | Jitsi Meet | 2% | 12% | 16 | accepted challenger | | video-conferencing | Whereby | 0% | 0% | 11 | accepted challenger | | video-conferencing | WebEx | 0% | 19% | 16 | accepted challenger | | video-conferencing | GoToMeeting | 0% | 33% | 12 | criticized challenger | | video-conferencing | Cisco Webex | 0% | 50% | 22 | criticized challenger | | virtual-desktops | V2 Cloud | 26% | 0% | 46 | accepted challenger | | virtual-desktops | Windows 365 | 23% | 3% | 37 | accepted challenger | | virtual-desktops | Azure Virtual Desktop | 15% | 21% | 43 | accepted challenger | | virtual-desktops | Amazon WorkSpaces | 12% | 11% | 61 | accepted challenger | | virtual-desktops | Microsoft Azure Virtual Desktop | 9% | 5% | 19 | accepted challenger | | virtual-desktops | Citrix DaaS | 3% | 58% | 45 | criticized challenger | | virtual-desktops | Nerdio Manager | 0% | 13% | 15 | accepted challenger | | virtual-desktops | VMware Horizon | 0% | 59% | 32 | criticized challenger | | vulnerability-management-platforms | Intruder | 45% | 0% | 56 | endorsed leader | | vulnerability-management-platforms | ManageEngine Vulnerability Manager Plus | 9% | 6% | 31 | accepted challenger | | vulnerability-management-platforms | Tenable Nessus | 5% | 32% | 37 | criticized challenger | | vulnerability-management-platforms | OpenVAS | 5% | 50% | 26 | criticized challenger | | vulnerability-management-platforms | Rapid7 InsightVM | 5% | 54% | 39 | criticized challenger | | vulnerability-management-platforms | ESET Vulnerability & Patch Management | 4% | 0% | 14 | accepted challenger | | vulnerability-management-platforms | Qualys VMDR | 4% | 62% | 47 | criticized challenger | | vulnerability-management-platforms | Tenable Vulnerability Management | 4% | 68% | 37 | criticized challenger | | vulnerability-management-platforms | NinjaOne | 2% | 0% | 10 | accepted challenger | | vulnerability-management-platforms | Vicarius vRx | 2% | 0% | 11 | accepted challenger | | vulnerability-management-platforms | Microsoft Defender Vulnerability Management | 0% | 10% | 21 | accepted challenger | | web-application-firewalls | Cloudflare WAF | 79% | 4% | 75 | endorsed leader | | web-application-firewalls | Sucuri WAF | 11% | 0% | 39 | accepted challenger | | web-application-firewalls | Indusface AppTrana | 2% | 0% | 10 | accepted challenger | | web-application-firewalls | AWS WAF | 2% | 21% | 56 | accepted challenger | | web-application-firewalls | Akamai App & API Protector | 2% | 50% | 18 | criticized challenger | | web-application-firewalls | Imperva Cloud WAF | 2% | 64% | 28 | criticized challenger | | web-application-firewalls | Azure WAF | 0% | 20% | 15 | accepted challenger | | web-application-firewalls | Fastly Next-Gen WAF | 0% | 36% | 11 | criticized challenger | | web-application-firewalls | ModSecurity | 0% | 68% | 19 | criticized challenger | | website-and-synthetic-monitoring | UptimeRobot | 45% | 7% | 67 | endorsed leader | | website-and-synthetic-monitoring | Better Stack | 13% | 8% | 40 | accepted challenger | | website-and-synthetic-monitoring | Site24x7 | 8% | 21% | 28 | accepted challenger | | website-and-synthetic-monitoring | StatusCake | 7% | 3% | 32 | accepted challenger | | website-and-synthetic-monitoring | Checkly | 5% | 0% | 15 | accepted challenger | | website-and-synthetic-monitoring | New Relic Synthetics | 3% | 76% | 25 | criticized challenger | | website-and-synthetic-monitoring | Hyperping | 2% | 0% | 12 | accepted challenger | | website-and-synthetic-monitoring | Pingdom | 2% | 20% | 41 | accepted challenger | | website-and-synthetic-monitoring | Uptime Kuma | 0% | 23% | 22 | accepted challenger | | website-and-synthetic-monitoring | Datadog Synthetic Monitoring | 0% | 86% | 22 | criticized challenger | | website-and-synthetic-monitoring | Dynatrace | 0% | 91% | 11 | criticized challenger | | workflow-orchestration | Make | 24% | 4% | 46 | accepted challenger | | workflow-orchestration | Prefect | 22% | 9% | 54 | accepted challenger | | workflow-orchestration | n8n | 15% | 12% | 50 | accepted challenger | | workflow-orchestration | Zapier | 15% | 27% | 56 | criticized challenger | | workflow-orchestration | Dagster | 5% | 10% | 48 | accepted challenger | | workflow-orchestration | Apache Airflow | 5% | 55% | 67 | criticized challenger | | workflow-orchestration | Argo Workflows | 2% | 50% | 14 | criticized challenger | | workflow-orchestration | Kestra | 0% | 0% | 11 | accepted challenger | | workflow-orchestration | Microsoft Power Automate | 0% | 10% | 10 | accepted challenger | | workflow-orchestration | Temporal | 0% | 41% | 29 | criticized challenger | | workflow-orchestration | Workato | 0% | 59% | 17 | criticized challenger | | workflow-orchestration | Camunda | 0% | 67% | 12 | criticized challenger | | workforce-identity-and-sso | JumpCloud | 48% | 3% | 69 | endorsed leader | | workforce-identity-and-sso | Microsoft Entra ID | 32% | 9% | 75 | endorsed leader | | workforce-identity-and-sso | Google Cloud Identity | 7% | 9% | 32 | accepted challenger | | workforce-identity-and-sso | OneLogin | 5% | 9% | 34 | accepted challenger | | workforce-identity-and-sso | Okta Workforce Identity | 4% | 51% | 68 | criticized challenger | | workforce-identity-and-sso | miniOrange | 2% | 0% | 15 | accepted challenger | | workforce-identity-and-sso | Rippling | 0% | 0% | 16 | accepted challenger | | workforce-identity-and-sso | Auth0 | 0% | 20% | 15 | accepted challenger | | workforce-identity-and-sso | Ping Identity | 0% | 53% | 17 | criticized challenger | | zero-trust-network-access | Cloudflare One | 58% | 3% | 69 | endorsed leader | | zero-trust-network-access | Twingate | 30% | 2% | 62 | endorsed leader | | zero-trust-network-access | Tailscale | 8% | 0% | 49 | accepted challenger | | zero-trust-network-access | OpenVPN CloudConnexa | 2% | 5% | 19 | accepted challenger | | zero-trust-network-access | Check Point Harmony SASE | 2% | 12% | 34 | accepted challenger | | zero-trust-network-access | NordLayer | 0% | 0% | 24 | accepted challenger | | zero-trust-network-access | Zscaler Private Access | 0% | 81% | 43 | criticized challenger | | zero-trust-network-access | Netskope Private Access | 0% | 91% | 11 | criticized challenger | | zero-trust-network-access | Cisco Secure Access | 0% | 91% | 11 | criticized challenger | | zero-trust-network-access | Palo Alto Networks Prisma Access | 0% | 95% | 19 | criticized challenger | ## Treatment of lab-affiliated products by model Self-preference is only measurable with a control group: how the lab's own model treats its products compared with how every other model treats the same products. have no products in the covered categories with enough labels to measure, so nothing is claimed about them. **Anthropic products** (6 products, 81 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | Claude | 1/1/2 | 2/1/3 | 1/3/4 | 1/0/1 | 1/2/3 | 1/0/1 | 4/0/4 | 3/0/3 | 1/1/2 | 4/1/5 | 3/0/3 | 2/0/2 | 2/2/4 | 3/2/5 | | Claude Code | 0/1/1 | 1/0/1 | 2/1/3 | 1/0/1 | 1/0/1 | 1/1/2 | 4/0/4 | 2/0/2 | | 2/1/3 | 3/1/4 | 1/0/1 | 2/0/2 | 2/0/2 | | Claude for Work | 0/1/1 | | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | | | | | | | | | | Anthropic | | | 1/1/2 | | | | | | | | 1/0/1 | | | | | Claude for Enterprise | | | 2/0/2 | | | | | | | 1/0/1 | | | | | | Anthropic Claude Enterprise | | | | | | | 0/1/1 | | | | | | | | Mean label weight on Anthropic products: Claude Haiku 4.5 -1.25 over 4 labels; the other 13 models +0.99 over 77 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. **OpenAI products** (4 products, 104 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | ChatGPT | 1/2/3 | 4/0/4 | 7/6/13 | 3/0/3 | 5/2/7 | 3/2/5 | 8/1/9 | 6/1/7 | 5/1/6 | 6/2/8 | 6/3/9 | 5/1/6 | 4/1/5 | 4/3/7 | | OpenAI | 0/1/1 | 1/0/1 | 1/2/3 | | | | | | 1/0/1 | | 1/0/1 | | | | | OpenAI Codex | | 2/0/2 | | | | | 1/0/1 | | | | | | 1/0/1 | | | ChatGPT Team or Enterprise | | | | | | | | | | 1/0/1 | | | | | Mean label weight on OpenAI products: GPT-5.4 mini, GPT-6 Luna +2.08 over 13 labels; the other 12 models +1.01 over 91 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. **Google products** (103 products, 1444 labels). Cells are positive/negative/all labels. | Product | Claude Haiku 4.5 | GPT-5.4 mini | Gemini 3.5 Flash | Perplexity Sonar | Grok 4.1 Fast | Mistral Small | DeepSeek V4 Flash | Llama 4 Maverick | Qwen 3.7 Flash | Kimi K2 | GLM 4.7 FlashX | MiniMax M2.5 | GPT-6 Luna | Muse Glimmer 30B | |---|---|---|---|---|---|---|---|---|---|---|---|---|---|---| | Apigee | 3/3/6 | 2/5/7 | 0/8/8 | 2/4/6 | 2/8/10 | 4/4/8 | 0/8/8 | 2/1/3 | 4/7/11 | 0/3/3 | 2/6/8 | 2/4/6 | 1/2/3 | 1/4/5 | | Google BigQuery | 7/0/7 | 4/1/5 | 8/2/10 | 5/1/6 | 5/1/6 | 4/1/5 | 5/1/6 | 4/0/4 | 6/0/6 | 5/1/6 | 5/1/6 | 4/1/5 | 6/1/7 | 5/1/6 | | Google Cloud | 6/1/7 | 6/0/6 | 1/6/7 | 1/1/2 | 2/3/5 | 3/2/5 | 3/3/6 | 2/0/2 | 1/3/4 | 3/0/3 | 5/1/6 | 7/0/7 | 8/1/9 | 3/1/4 | | Google Meet | 5/0/5 | 4/1/5 | 5/0/5 | 3/1/4 | 5/1/6 | 4/1/5 | 6/0/6 | 3/1/4 | 6/0/6 | 6/0/6 | 5/1/6 | 5/1/6 | 3/1/4 | 3/1/4 | | Google Kubernetes Engine | 4/1/5 | 4/0/4 | 4/1/5 | 1/3/4 | 3/3/6 | 4/1/5 | 3/4/7 | 2/1/3 | 4/1/5 | 5/2/7 | 1/2/3 | 3/2/5 | 5/1/6 | 4/2/6 | | Google Password Manager | 5/0/5 | 2/2/4 | 5/1/6 | 5/1/6 | 5/1/6 | 3/0/3 | 6/0/6 | 3/0/3 | 5/1/6 | 5/1/6 | 4/1/5 | 4/1/5 | 5/0/5 | 2/2/4 | | Google Cloud SQL | 4/1/5 | 5/0/5 | 3/1/4 | 3/1/4 | 4/2/6 | 4/0/4 | 3/3/6 | 1/1/2 | 3/1/4 | 6/0/6 | 4/1/5 | 4/2/6 | 3/0/3 | 4/1/5 | | Google Vertex AI | 3/3/6 | 2/0/2 | 2/2/4 | | 4/1/5 | 4/1/5 | 5/2/7 | 0/1/1 | 1/1/2 | 5/1/6 | 3/1/4 | 6/0/6 | 3/0/3 | 2/3/5 | | Google Workspace | 1/1/2 | 2/0/2 | 5/2/7 | 1/1/2 | 2/0/2 | | 2/0/2 | 1/0/1 | 3/0/3 | 1/0/1 | 4/1/5 | 6/1/7 | 8/0/8 | 1/1/2 | | Google Cloud Storage | 2/0/2 | 2/1/3 | 0/5/5 | 2/0/2 | 1/3/4 | 4/2/6 | 0/1/1 | 2/0/2 | 0/1/1 | 1/3/4 | 2/2/4 | 0/1/1 | 2/0/2 | 3/1/4 | | Google Gemini | 1/2/3 | 4/0/4 | 3/4/7 | 1/0/1 | 4/0/4 | 2/1/3 | 2/1/3 | 2/1/3 | 2/0/2 | 2/0/2 | 2/0/2 | 2/0/2 | 1/1/2 | 2/0/2 | | Google Cloud DNS | 2/0/2 | 2/0/2 | 0/1/1 | 1/0/1 | 5/0/5 | 4/0/4 | 4/0/4 | 2/0/2 | 2/1/3 | 4/0/4 | 3/0/3 | 3/0/3 | 2/1/3 | 2/0/2 | | Google Secret Manager | 1/0/1 | 3/0/3 | 3/3/6 | 3/0/3 | 1/1/2 | 1/0/1 | 1/0/1 | | 5/0/5 | | 4/1/5 | 5/0/5 | 1/0/1 | 3/1/4 | | Google Authenticator | 5/0/5 | | 2/1/3 | 2/0/2 | 3/1/4 | 3/0/3 | 3/1/4 | 2/0/2 | 0/1/1 | 2/1/3 | 4/0/4 | 1/0/1 | | 3/0/3 | | Google Cloud Identity | 1/0/1 | 3/0/3 | 4/1/5 | 1/0/1 | 3/0/3 | 2/0/2 | 2/0/2 | | 5/0/5 | 3/1/4 | | 2/0/2 | 4/1/5 | 2/0/2 | | Google Artifact Registry | 1/0/1 | 1/0/1 | 5/0/5 | 1/0/1 | 3/1/4 | 4/0/4 | 1/1/2 | 1/0/1 | 1/0/1 | 3/0/3 | 0/1/1 | 2/0/2 | 1/0/1 | 6/0/6 | | Google Cloud Firestore | 4/0/4 | 2/0/2 | 5/0/5 | 1/0/1 | 1/0/1 | 1/0/1 | 5/0/5 | | 3/0/3 | 2/0/2 | 1/0/1 | 1/0/1 | 3/1/4 | 2/0/2 | | Google Vault | | | 5/1/6 | 1/0/1 | 1/0/1 | 2/0/2 | 2/1/3 | 2/0/2 | 2/1/3 | 3/1/4 | 4/0/4 | 2/0/2 | 2/1/3 | 1/0/1 | | Firebase Authentication | | 0/1/1 | 1/0/1 | | 5/0/5 | 1/0/1 | 1/2/3 | 2/0/2 | 2/0/2 | 3/0/3 | 2/0/2 | 3/1/4 | 2/1/3 | 4/0/4 | | Google Voice | 1/1/2 | 3/0/3 | | 1/0/1 | 1/1/2 | 1/0/1 | 2/2/4 | 1/0/1 | 1/1/2 | 2/1/3 | 3/0/3 | 3/0/3 | 1/0/1 | 1/1/2 | | Google Document AI | 2/0/2 | 4/0/4 | 2/1/3 | | 1/1/2 | | 2/1/3 | | 1/2/3 | 1/0/1 | | 2/0/2 | 4/1/5 | 1/0/1 | | Google Cloud Load Balancing | 3/0/3 | | | 2/0/2 | 2/1/3 | 3/0/3 | 1/0/1 | 3/0/3 | 2/1/3 | 1/1/2 | 1/0/1 | 1/0/1 | 0/1/1 | 2/0/2 | | Google Drive | 0/1/1 | | 1/4/5 | 0/1/1 | 2/1/3 | 0/2/2 | 0/1/1 | | 0/1/1 | 0/2/2 | 1/2/3 | 1/1/2 | | 1/1/2 | | Google Cloud Billing | | | 4/0/4 | 2/0/2 | 4/0/4 | 1/0/1 | 1/0/1 | | 1/0/1 | 2/0/2 | | 3/0/3 | 1/0/1 | 1/0/1 | | Google Cloud Armor | | 1/0/1 | 1/2/3 | | 2/0/2 | 1/0/1 | 2/1/3 | 1/0/1 | 3/0/3 | 1/0/1 | 1/0/1 | | 2/0/2 | 1/0/1 | | Google Workspace 2-Step Verification | | 1/0/1 | 6/0/6 | | 1/0/1 | | 2/0/2 | | 2/0/2 | 1/0/1 | | 1/0/1 | 3/0/3 | 1/0/1 | | Google Security Command Center | | | 2/0/2 | | 3/0/3 | | 1/0/1 | | | 2/0/2 | | 1/0/1 | 5/1/6 | 2/0/2 | | Google Workspace DLP | | 4/0/4 | 3/0/3 | | | | 2/0/2 | | 1/0/1 | 1/0/1 | | | 5/0/5 | | | Google Cloud CDN | | | 0/1/1 | 2/1/3 | 0/1/1 | 1/1/2 | 1/1/2 | 0/1/1 | | | | 2/1/3 | | 0/1/1 | | Google Cloud Cost Management | 1/0/1 | 2/0/2 | | 1/0/1 | | | 5/0/5 | 1/0/1 | | 2/0/2 | 1/0/1 | | | | | Mandiant Threat Intelligence | | | | | 2/1/3 | 0/1/1 | 1/1/2 | | 1/1/2 | 1/2/3 | 0/1/1 | 0/1/1 | | | | Google DLP API | 1/0/1 | | | 1/0/1 | 1/0/1 | 2/0/2 | 1/0/1 | 3/0/3 | 1/0/1 | | | 1/0/1 | | 2/0/2 | | Google Security Operations | | 1/0/1 | 0/1/1 | | | 1/0/1 | | | 1/1/2 | 1/0/1 | 0/1/1 | 1/0/1 | 2/1/3 | 0/1/1 | | Google reCAPTCHA | | | 0/4/4 | 1/0/1 | 1/0/1 | | | | 1/0/1 | 0/1/1 | 0/1/1 | 1/0/1 | | | | Google Cloud Run | | | 1/0/1 | 1/0/1 | 1/0/1 | | 1/0/1 | | | 1/0/1 | | 1/0/1 | 3/0/3 | | | Google Workspace Security Checklist | | | 1/0/1 | | | 1/0/1 | 2/0/2 | 1/0/1 | | 1/0/1 | | 1/0/1 | | 2/0/2 | | Firebase | | | 1/0/1 | | | 1/0/1 | | | 1/0/1 | 2/1/3 | | 1/0/1 | | 1/0/1 | | Google Colab | 1/0/1 | | | | 1/0/1 | | 1/0/1 | | 1/0/1 | | 1/0/1 | 1/0/1 | 1/0/1 | 1/0/1 | | Google Cloud API Gateway | 1/0/1 | 1/0/1 | | | | | | | | 1/0/1 | | | 2/0/2 | 1/1/2 | | Google Gemini for Workspace | | | 1/0/1 | | 2/0/2 | | 1/0/1 | | 1/0/1 | | | 1/0/1 | | 1/0/1 | | Mandiant Attack Surface Management | | | | | | 0/1/1 | | 0/1/1 | | | 0/1/1 | 0/1/1 | 0/1/1 | 0/1/1 | | Google Cloud Deployment Manager | | 0/1/1 | | | 1/1/2 | 0/1/1 | | | | | 0/1/1 | 0/1/1 | | | | Firebase Crashlytics | 2/0/2 | 1/0/1 | | 1/0/1 | | | | 1/0/1 | | | 0/1/1 | | | | | Google BeyondCorp Enterprise | | | | | | | | | 0/1/1 | | 1/0/1 | 2/0/2 | | 2/0/2 | | Gemini Code Assist | | 1/1/2 | | | 0/1/1 | | | | | 1/0/1 | 1/0/1 | | | | | Google Security Operations SOAR | | | 0/1/1 | 0/1/1 | | 1/0/1 | 1/0/1 | | | | | | | 1/0/1 | | Google Public DNS | | 0/1/1 | | | | | | | 0/1/1 | | 0/1/1 | | 1/1/2 | | | Google Workspace Security Center | | | | 1/0/1 | | | 2/0/2 | | | | 2/0/2 | | | | | Google Cloud Endpoints | | | | 1/0/1 | | | | | 3/0/3 | | | | | | | Google Cloud AutoML | | | | | | | | | | 2/0/2 | 1/0/1 | | | 1/0/1 | | GCP | 1/0/1 | | | | | 1/0/1 | | | | 0/1/1 | | | | 1/0/1 | | Google Container Registry | | | | | | | | | 0/1/1 | | | 1/1/2 | 0/1/1 | | | Google Cloud Bigtable | 1/0/1 | | | | | | 0/1/1 | 1/0/1 | | | | | | | | Google Data Studio | | | | | | | 0/1/1 | | | | 1/0/1 | 1/0/1 | | | | Google Cloud Workflows | 1/0/1 | | 1/0/1 | | | 1/0/1 | | | | | | | | | | Google Cloud Composer | | | 0/1/1 | | | | | | | 1/0/1 | | 1/0/1 | | | | Google Threat Intelligence | 0/1/1 | 0/1/1 | | | | | 1/0/1 | | | | | | | | | Google Docs | | | | 1/0/1 | | | 0/1/1 | | | | 0/1/1 | | | | | Mandiant | | | 0/1/1 | | | | 0/1/1 | | | | | | | | | Google DLP | | | | 1/0/1 | | | 1/0/1 | | | | | | | | | Google Cloud Container Security | | | | 1/0/1 | 1/0/1 | | | | | | | | | | | Google Cloud Backup and DR Service | 2/0/2 | | | | | | | | | | | | | | | Google Cloud Logging | 1/0/1 | | | | | | | | | | | | 0/1/1 | | | Google Cloud Monitoring | | | | | 1/0/1 | | | | | | | | | 1/0/1 | | Google Cloud Source Repositories | | | | | | | | | 0/1/1 | | | | 0/1/1 | | | Firebase Realtime Database | | | | | | 1/0/1 | | | | | | 1/0/1 | | | | Google AutoML | | | 1/0/1 | | | | | | | | | | | 1/0/1 | | Google Analytics | | | | | | | | | | | | 1/0/1 | 1/0/1 | | | Google Cloud Spanner | | | 0/1/1 | | | | | | 0/1/1 | | | | | | | Google Cloud DLP | | | 1/0/1 | | | | | | | 1/0/1 | | | | | | Google Cloud Sensitive Data Protection | | 1/0/1 | | | | | | | | 1/0/1 | | | | | | Google Sheets | | 1/0/1 | | | | | | | 0/1/1 | | | | | | | Google Cloud Data Catalog | | | | | | | | | | 2/0/2 | | | | | | Google BigQuery Omni | | | 1/0/1 | | 1/0/1 | | | | | | | | | | | Google Looker | | | 0/1/1 | | | | 0/1/1 | | | | | | | | | Google Workspace with Gemini | | | | | | | | | | | 1/0/1 | | 1/0/1 | | | Google Workspace Gemini | | | | 1/0/1 | | | | | | | | | 0/1/1 | | | Google Workspace AI | | | | | | | | | 1/0/1 | | | 1/0/1 | | | | Google Alerts | | | 1/0/1 | | 1/0/1 | | | | | | | | | | | Google Chrome Enterprise Core | | | | | 1/0/1 | | | | | 1/0/1 | | | | | | Google Security Center | | | | | 2/0/2 | | | | | | | | | | | Google Titan | | | | | | | | | | | | 1/0/1 | | | | Google Identity Platform | | | | | | | | | | | | | | 1/0/1 | | GCP Cloud Armor | | | 1/0/1 | | | | | | | | | | | | | Google Cloud Infrastructure Manager | | | | | | | | 1/0/1 | | | | | | | | GCP Recommender | | | 1/0/1 | | | | | | | | | | | | | Google Cloud Operations | | | | | | | | | | | | 1/0/1 | | | | Firebase Remote Config | | | | | | | | | | | | | 0/1/1 | | | Google Cloud Datastore | | | | | | | | | | | | 0/1/1 | | | | Gemini Enterprise Agent Platform | | | | | | | | 1/0/1 | | | | | | | | Google BigQuery ML | | | | | | | | | | 1/0/1 | | | | | | Google Cloud Build | | | | | 0/1/1 | | | | | | | | | | | Google App Engine | | | | | | | | | 1/0/1 | | | | | | | Google Compute Engine | | | | | | | | | | | | 1/0/1 | | | | Google Voice for Workspace | | | 1/0/1 | | | | | | | | | | | | | Google Cloud IAM | | 1/0/1 | | | | | | | | | | | | | | Google Cloud Knowledge Catalog | | | | | | | | | | | | | 1/0/1 | | | Google Dataplex | | | | | | | | | | | | | | 0/1/1 | | Google Duet AI | | | | | | | | | 1/0/1 | | | | | | | Google Cloud Certificate Manager | | | 1/0/1 | | | | | | | | | | | | | Google Cloud Model Armor | | 1/0/1 | | | | | | | | | | | | | | Google Workspace Security | | | | | | | | | | 1/0/1 | | | | | | Google Cloud IoT Core | | | | | 1/0/1 | | | | | | | | | | Mean label weight on Google products: Gemini 3.5 Flash +0.39 over 150 labels; the other 13 models +0.98 over 1294 labels. Weights run from +3 (first choice) to -3 (hard negative). A gap under about half a point on this few labels is not a finding. ## Discontinued products recommended None in this run. ## Normalization Unresolved, 2840 labels counted under the raw name, for human review: Dremio in data-virtualization (30), IBM Apptio in it-financial-management (18), Checkmk Community in infrastructure-monitoring (3), Scout Suite in cloud-security-posture-management (3), Varonis Data Security in data-security-posture-management (3), Arista Networks Platform in data-center-networking (2), Cisco Catalyst in data-center-networking (2), Cisco SD‑WAN (Viptela) in sd-wan (2), KrakenD Community Edition in api-gateways (2), Palo Alto Prisma SD‑WAN in sd-wan (2), Qualys TruRisk™ in cyber-risk-quantification (2), UiPath Platform in process-mining (2), 01.AI in ai-security-platforms (1), 0vix in digital-employee-experience (1), 10proxy.com in proxy-networks (1), 1Password Unified Access in non-human-identity-management (1), 1Password Unified Access / Privileged Access in privileged-access-management (1), 23andMe in identity-verification (1), 2FAS in client-side-protection (1), 2FAS in multi-factor-authentication (1), 365 Multi-Tenant Manager for MSPs (Hornetsecurity) in microsoft-365-management (1), 3F Music in digital-employee-experience (1), 3proxy in proxy-networks (1), 46elks in communications-apis (1), 5C Data Centers in colocation-providers (1), 5centsCDN in content-delivery-networks (1), 70G in next-generation-firewalls (1), @RISK in cyber-risk-quantification (1), A custom, homegrown login system in customer-identity-and-access-management (1), ABBYY FineReader Server in intelligent-document-processing (1), ACT Data in edi-platforms (1), ADAudit Plus in network-detection-and-response (1), ADOIT EA Suite in enterprise-architecture-tools (1), ALVAO Free Plan in it-asset-management (1), AOMEI Backupper in backup-and-disaster-recovery (1), AOMEI Cyber Backup in backup-and-disaster-recovery (1), APC InfraView in data-center-infrastructure-management (1), APIWORX in api-management (1), ARM-template JSON in infrastructure-as-code (1), ARMO in application-shielding (1), ASTERIA Warp in edi-platforms (1), AT&T Business Colocation in colocation-providers (1), AT&T Managed SASE in sase-platforms (1), AT&T SD-WAN in sd-wan (1), AVG in endpoint-protection (1), AVG AntiVirus Free in client-side-protection (1), AVG Free in client-side-protection (1), AWS AI Governance Accelerator in ai-security-platforms (1), AWS API Gateway with Developer Portal in api-management (1), AWS Athena Federated Query in data-virtualization (1), AWS Aurora Postgres in managed-relational-databases (1), AWS Bot Control in bot-management (1), AWS Classic ELB in load-balancers (1), AWS CloudHSM in secrets-management (1), AWS CloudTrail in data-security-posture-management (1), AWS DMS Macie in data-masking-and-test-data (1), AWS Data Exchange in digital-employee-experience (1), AWS Data Masking in data-masking-and-test-data (1), AWS Database Migration Service (DMS) in data-masking-and-test-data (1), AWS Elastic Beanstalk in cloud-hosting (1), AWS Elastic Load Balancing - ALB / NLB in load-balancers (1), AWS Glue Data Brew in data-virtualization (1), AWS Glue Data Catalog or Unity Catalog (Snowflake/Databricks) in data-catalogs-and-governance (1), AWS Glue DataBrow in data-masking-and-test-data (1), AWS HTTP APIs in api-gateways (1), AWS Keyspaces in nosql-databases (1), AWS Kinesis Firehose in telemetry-pipelines (1), AWS Lake Formation / Glue in data-catalogs-and-governance (1), AWS Q Developer in ai-coding-assistants (1), AWS SageMaker Autopilot in ml-platforms (1), AWS Transit Gateway in data-center-networking (1), AWS Web Application Firewall in web-application-firewalls (1), AWS documents API Gateway in api-security-platforms (1), AWS's REST API in api-gateways (1), Aave Arc in digital-employee-experience (1), Accountable HQ in compliance-automation (1), Accton in data-center-networking (1), Accutive Data Discovery and Data Masking (ADM) in data-masking-and-test-data (1), Acra security suite in data-masking-and-test-data (1), Acreto OT Security in ot-and-iot-security (1), Acronis Cyber Protect Home & Business in backup-and-disaster-recovery (1), Acronis Cyber Protect Home/Cloud in backup-and-disaster-recovery (1), Acronis Cyber Protect for Small Business in backup-and-disaster-recovery (1), Actian Avalanche in data-warehouses (1), Active Directory GPOs + Windows Defender Firewall in microsegmentation (1), ActiveSOC in deception-technology (1), ActiveState in application-security-posture-management (1), Acumatica Cloud ERP in it-financial-management (1), Adaxes in microsoft-365-management (1), Adlumin in siem-platforms (1), Admin By Request Endpoint Privilege Management in privileged-access-management (1), AdminDroid Free Version in microsoft-365-management (1), AdminDroid Office 365 / Microsoft 365 Reporter in microsoft-365-management (1), Adobe Acrobat in intelligent-document-processing (1), Adobe Connect in video-conferencing (1), Adobe Target in feature-flags (1), Adverity in data-catalogs-and-governance (1), Adyen in identity-verification (1), Aegis Authenticator in client-side-protection (1), Afi.ai in backup-and-disaster-recovery (1), Afraid.org in managed-dns (1), AgencyAnalytics in embedded-analytics (1), Aikido.dev in saas-security-posture-management (1), AirMDR in ai-soc-agents (1), Airbyte Catalog in data-catalogs-and-governance (1), Airlock Microgateway in microsegmentation (1), Airtable Automations in ml-platforms (1), Aisera Assistant in enterprise-ai-assistants (1), Aissist.io in ai-it-support-agents (1), Akamai Cloud/Linode in cloud-hosting (1), Akazio Cloud Archive in communications-archiving-and-compliance (1), Aklivery in edi-platforms (1), Alation Community Edition in master-data-management (1), AlertBot in website-and-synthetic-monitoring (1), Alexa in enterprise-ai-assistants (1), Alfahive in cyber-risk-quantification (1), AlienVault Open Threat Exchange OTX in threat-intelligence-platforms (1), AlienVault USM Anywhere (now AT&T Cybersecurity) in threat-intelligence-platforms (1), AllQuantor in cyber-risk-quantification (1), Allot IoTSecure / IoTSecure Platform in ot-and-iot-security (1), Amazon API Gateway's HTTP API in api-gateways (1), Amazon AWS in cloud-hosting (1), Amazon Elastic Load Balancing in load-balancers (1), Amazon GuardDuty for ECS/EKS in container-and-kubernetes-security (1), Amazon Q for SMB in enterprise-ai-assistants (1), Amazon RDS for PostgreSQL or MySQL in managed-relational-databases (1), Amazon Route 53 Free Tier in managed-dns (1), Amazon S3 Glacier in communications-archiving-and-compliance (1), Amazon S3 Glacier in object-storage (1), Amazon SES in communications-apis (1), Amazon SageMaker governance / AWS governance tooling in ai-governance-platforms (1), Amazon Web Services Budgets in it-financial-management (1), American Tower in colocation-providers (1), Amperity in customer-identity-and-access-management (1), Ampersand in business-continuity-management (1), Anaconda AI Platform in ml-platforms (1), Anomali Sentinel in threat-intelligence-platforms (1), Anomali Threat Intelligence Feeds in threat-intelligence-platforms (1), Anthropic's Claude (Team/Pro plans) in enterprise-ai-assistants (1), Antier Solutions in digital-employee-experience (1), Antimetal in cloud-cost-management (1), AnySecura in insider-risk-management (1), Apache 2.0 core SDK in infrastructure-as-code (1), Apache DolphinScheduler in workflow-orchestration (1), Apache Gravitino in data-catalogs-and-governance (1), Apache Greenplum in data-warehouses (1), Apache Polaris in data-catalogs-and-governance (1), Apache Pulsar via StreamNative / managed Pulsar in streaming-platforms (1), Apache ShardingSphere in data-masking-and-test-data (1), Apache Spark Streaming DBs in nosql-databases (1), Apache Sqoop/NiFi in etl-and-elt (1), Apache Superset via Preset in embedded-analytics (1), Apache `httpd` in load-balancers (1), Apex Omni in digital-employee-experience (1), AppGate ZTNA in zero-trust-network-access (1), AppMetrica in error-and-crash-monitoring (1), AppTrana API in api-security-platforms (1), AppViewX AVX in certificate-lifecycle-management (1), Appinop Technologies in digital-employee-experience (1), Apple Business Essentials in unified-endpoint-management (1), Apple's App Attest in application-shielding (1), ApplianSys CONTAINER in ddi-and-ipam (1), Approximated in certificate-lifecycle-management (1), Appseal in application-shielding (1), Appsmith in embedded-analytics (1), Apptio Targetprocess / Apptio portfolio in it-financial-management (1), Apptio-style heavyweight ITFM suites in it-financial-management (1), Appvance/KYP in process-mining (1), Apromore's free Community Edition in process-mining (1), Aquantix in cyber-risk-quantification (1), Arc Browser in enterprise-browsers (1), Archibuddy in enterprise-architecture-tools (1), Ardox in enterprise-architecture-tools (1), Arista 7010T Series in data-center-networking (1), Arista 7050X3/7200 Series in data-center-networking (1), Arista Awake in network-detection-and-response (1), Arista Networks platform in data-center-networking (1), Arista SD-WAN in sd-wan (1), Arista vEOS in data-center-networking (1), Arize AI's Phoenix in ai-governance-platforms (1), Armbear in deception-technology (1), Armis Centrix Early Warning in deception-technology (1), Armis Centrix for OT/IoT in ot-and-iot-security (1), Aro flo in it-financial-management (1), Articsledge in saas-management-platforms (1), Aruba CX Series in data-center-networking (1), Arxan Technologies in application-shielding (1), Aryaka SmartServices in sd-wan (1), Aspose in managed-file-transfer (1), Asset Tiger in it-asset-management (1), Assury.ai in ai-governance-platforms (1), Astera in intelligent-document-processing (1), Ataccama ON in master-data-management (1), Atlan Free Tier in data-catalogs-and-governance (1), Atlas DEX in digital-employee-experience (1), Atlassian Suite in internal-developer-portals (1), Atomicorp in soar-platforms (1), AtroCore Open Source Edition in master-data-management (1), Attack Simulation Training in security-awareness-training (1), AttackIQ Platform in breach-and-attack-simulation (1), AttackIQ Ready! in breach-and-attack-simulation (1), Attune.io in saas-security-posture-management (1), Auth0 Organizations in workforce-identity-and-sso (1), Authologic in identity-threat-detection-and-response (1), AutoElevate in privileged-access-management (1), AutoGPT in ai-it-support-agents (1), AutoGluon in ml-platforms (1), AutoGrid in soar-platforms (1), Automa in robotic-process-automation (1), Automox Patch OS in patch-management (1), Avast Endpoint Protection in client-side-protection (1), Avast Premium Business Security in endpoint-protection (1), Avast Secure Internet Gateway in dns-filtering (1), AvePoint Cloud Backup in microsoft-365-management (1), AvePoint Cloud Governance or Fly (Migrate/Manage Suite) in microsoft-365-management (1), AvePoint Confidence in microsoft-365-management (1), Avecto (Defend Secure Browser) in enterprise-browsers (1), Aviatrix in load-balancers (1), Avira Antivirus for Business in endpoint-protection (1), Axio Quantification / Axio360 in cyber-risk-quantification (1), Axion Networks in dns-filtering (1), Azure AD Identity Protection (Standard Tier) in identity-threat-detection-and-response (1), Azure AD Premium P1 in multi-factor-authentication (1), Azure AD Privileged Identity Management in privileged-access-management (1), Azure AI Content Safety Prompt Shields in ai-security-platforms (1), Azure AKS — Free tier in managed-kubernetes-platforms (1), Azure API Management dedicated tiers in api-management (1), Azure App Service Managed Certificates in certificate-lifecycle-management (1), Azure Application Gateway WAF v2 in web-application-firewalls (1), Azure Bicep or ARM templates in infrastructure-as-code (1), Azure Content Understanding in intelligent-document-processing (1), Azure Data Warehouse in data-warehouses (1), Azure Database for Postgres/SQL in managed-relational-databases (1), Azure Dedicated HSM in secrets-management (1), Azure DocumentDB in nosql-databases (1), Azure Entra ID recommendations in non-human-identity-management (1), Azure File Sync in enterprise-storage-systems (1), Azure Gateway Manager in load-balancers (1), Azure IoT Security in ot-and-iot-security (1), Azure Machine Learning Studio in ml-platforms (1), Azure Network Watcher in network-detection-and-response (1), Azure Privileged Identity Management (PIM) / Entra ID in privileged-access-management (1), Azure SQL Database Managed Instance in managed-relational-databases (1), Azure SQL Dynamic Data Masking (DDM) in data-masking-and-test-data (1), Azure Vector Search in vector-databases (1), Azure Virtual WAN in data-center-networking (1), Azure colocation in colocation-providers (1), B2Broker in digital-employee-experience (1), B2Brouter in edi-platforms (1), BCDM in business-continuity-management (1), BCM Starter Kit in business-continuity-management (1), BCP Builder in business-continuity-management (1), BILL AP/AR in intelligent-document-processing (1), BMC CloudManagement (CloudHealth) in it-financial-management (1), BMC Helix Cloud Security in cloud-security-posture-management (1), BMC Helix IT Asset Management in it-asset-management (1), BNB Chain (PancakeSwap) in digital-employee-experience (1), BNB Chain/PancakeSwap forks in digital-employee-experience (1), BT DiamondIP (Managed Service) in ddi-and-ipam (1), BUFFERZONE Safe Workspace in client-side-protection (1), Backblaze Business Cloud Backup in backup-and-disaster-recovery (1), Backblaze Cloud Storage in object-storage (1), Backblaze Computer Backup in backup-and-disaster-recovery (1), Backstage, self-hosted in internal-developer-portals (1), Baffle in data-masking-and-test-data (1), Baklib in it-documentation (1), BalkanID in identity-governance (1), Ballpoint in deception-technology (1), Bamboo Data in data-quality-and-observability (1), Bareos in backup-and-disaster-recovery (1), Barracuda Cloud Archiving - On-Prem Model in communications-archiving-and-compliance (1), Barracuda Email Archiver in communications-archiving-and-compliance (1), Barracuda Email Archiving in communications-archiving-and-compliance (1), Barracuda M365 Admin Center in microsoft-365-management (1), Barracuda Networks Load Balancer ADC in load-balancers (1), Barracuda WAF appliance in web-application-firewalls (1), Barrion in breach-and-attack-simulation (1), Bartproxies in proxy-networks (1), Base Network (Uniswap) in digital-employee-experience (1), Basejump in saas-management-platforms (1), Basic Load Balancer in load-balancers (1), Basic McAfee/AntiVir in client-side-protection (1), Basic Microsoft System Center Endpoint Protection in endpoint-protection (1), BastionZero in ot-and-iot-security (1), BatchPatch in patch-management (1), Beam in ml-platforms (1), Beams in saas-management-platforms (1), Bedrock Data in data-security-posture-management (1), Bellator Shield in managed-detection-and-response (1), Better-Cloud in enterprise-browsers (1), BeyondTrust EPM / PAM in privileged-access-management (1), BeyondTrust Endpoint Privilege Management in privileged-access-management (1), BeyondTrust PAM Solutions in privileged-access-management (1), Bifrost OSS in llm-gateways-and-observability (1), BigID Next in data-security-posture-management (1), BigQuery Sensitive Data Protection in data-masking-and-test-data (1), BigQuery’s built-in federated queries in data-virtualization (1), BigTime in it-service-management (1), Binance in digital-employee-experience (1), Binance Smart Chain (BSC) – generic DEXs in digital-employee-experience (1), BitNinja in bot-management (1), BitSight Security Ratings in cyber-risk-quantification (1), Bitdefender Antivirus Free in client-side-protection (1), Bitdefender Free Edition in client-side-protection (1), Bitdefender GravityZone Business Edition in endpoint-detection-and-response (1), Bitdefender GravityZone Small Biz in endpoint-protection (1), Bitdefender GravityZone Small Business in threat-intelligence-platforms (1), Bitdefender GravityZone Small Business / Business Security in endpoint-protection (1), Bitdefender TrafficLight in client-side-protection (1), Bitdefender versions pre-7.9.4 in endpoint-protection (1), Bitquery DEX API in digital-employee-experience (1), Biz Phone in business-phone-systems (1), Bizagi Modeler in enterprise-architecture-tools (1), BlackFog in insider-risk-management (1), Blacksight in dynamic-application-security-testing (1), BlastShield (by BlastWave) in ot-and-iot-security (1), BloxOne DDI from Infoblox in ddi-and-ipam (1), BlueMatrix in edi-platforms (1), Bluehost All-Access in enterprise-ai-assistants (1), Bluehost's cheapest tiers in cloud-hosting (1), Blumira Respond in siem-platforms (1), Bold Matrix in third-party-risk-management (1), Botmother in bot-management (1), Botsonic in enterprise-ai-assistants (1), Boulder in certificate-lifecycle-management (1), BrandCat in digital-risk-protection (1), Breach Risk in attack-surface-management (1), Breach Risk in digital-risk-protection (1), Bricata NDR in network-detection-and-response (1), Bridge.xyz in digital-employee-experience (1), Bridglet in managed-file-transfer (1), Bright Data Web Unlocker / Scraping APIs in proxy-networks (1), Brightdata in proxy-networks (1), Brightlayer DCIM 8.x in data-center-infrastructure-management (1), Broadcom (CA Technologies) MFT in managed-file-transfer (1), Broadcom (CA) Identity Suite in identity-governance (1), Broadcom (formerly CA Technologies) Identity Manager in workforce-identity-and-sso (1), Broadcom Broadcom DASH in aiops-platforms (1), Broadcom CA-style enterprise suites in api-management (1), Broadcom CloudHealth in cloud-cost-management (1), Broadcom DX NetOps in infrastructure-monitoring (1), Broadcom NSX in microsegmentation (1), Broadcom Symantec Identity Governance & Administration in identity-governance (1), Broadcom VMware Aria / CloudHealth in cloud-cost-management (1), Brolly in communications-archiving-and-compliance (1), Browser-built-in managers (Chrome, Safari, Edge, Firefox) in business-password-managers (1), Bryntum in embedded-analytics (1), Bubble in ml-platforms (1), Buffalo in enterprise-storage-systems (1), Bugcrowd Asset Inventory in attack-surface-management (1), Bugcrowd Pen Test as a Service in penetration-testing-as-a-service (1), Bugmetrics in cyber-risk-quantification (1), Built-in firewall NAC in network-access-control (1), BuiltABot in bot-management (1), BullPhish (via Kaseya) in security-awareness-training (1), Bunny Stream in streaming-platforms (1), Bunny.net — Bunny CDN in content-delivery-networks (1), Bunnyshell in internal-developer-portals (1), Business Assist for Microsoft 365 in microsoft-365-management (1), BusinessOptix in process-mining (1), Bybit Institutional in digital-employee-experience (1), Bynet in digital-employee-experience (1), C1Risk in grc-platforms (1), CA Service Desk Manager (Broadcom) in it-service-management (1), CBOT in bot-management (1), CEQUENS in communications-apis (1), CIPP – CyberDrain Improved Partner Portal in microsoft-365-management (1), CISA Automated Indicator Sharing AIS + CISA Known Exploited Vulnerabilities KEV Catalog in threat-intelligence-platforms (1), CISA Automated Indicator Sharing [AIS] in threat-intelligence-platforms (1), CISA Logging Made Easy in log-management (1), CISA's Logging Made Easy in log-management (1), CISA’s SMB vendor risk templates and spreadsheets in cyber-risk-quantification (1), COGNNA in ai-soc-agents (1), CQ Global in edi-platforms (1), CQNet in process-mining (1), CTM360 Community Edition in digital-risk-protection (1), CZERTAINLY in certificate-lifecycle-management (1), Caddy Server in api-gateways (1), Cadence 6SigmaDCX in data-center-infrastructure-management (1), Calico Cloud in container-and-kubernetes-security (1), Calico Cloud (Tigera) in microsegmentation (1), CallCentric in business-phone-systems (1), Camms Internal Controls in grc-platforms (1), Canary Tokens in deception-technology (1), Canarytools in deception-technology (1), Canva Free in enterprise-ai-assistants (1), Canvas in security-awareness-training (1), Carbonite MSP in backup-and-disaster-recovery (1), Carbonite Safe Backup Pro in backup-and-disaster-recovery (1), Carbonite Server Backup in backup-and-disaster-recovery (1), Cardboard in saas-management-platforms (1), Castr in streaming-platforms (1), Catatonics in soar-platforms (1), Cato Networks SASE in sase-platforms (1), Cayosoft Guardian Protector (Free/Community) in identity-threat-detection-and-response (1), Cayox in enterprise-architecture-tools (1), Celigo B2B Manager in edi-platforms (1), Central InfoSec in penetration-testing-as-a-service (1), Centrify Zero Trust Privilege in privileged-access-management (1), Ceph RGW in object-storage (1), Cequence API Security in api-security-platforms (1), CertHat Essentials in certificate-lifecycle-management (1), CertPilot in certificate-lifecycle-management (1), Certbot with Let's Encrypt in certificate-lifecycle-management (1), Certificate Hub in certificate-lifecycle-management (1), Certifier in certificate-lifecycle-management (1), Certimate / CertMate in certificate-lifecycle-management (1), Certnanny in certificate-lifecycle-management (1), Cflow SMB in workflow-orchestration (1), ChangeTower in website-and-synthetic-monitoring (1), Changelly in digital-employee-experience (1), Chartio in embedded-analytics (1), ChatGPT Business Plan in enterprise-ai-assistants (1), Check Point AI Guardrails (formerly Lakera Guard) in ai-security-platforms (1), Check Point CloudGuard Dome9 Lite in cloud-security-posture-management (1), Check Point CloudGuard Network Security in microsegmentation (1), Check Point Enterprise Browser in enterprise-browsers (1), Check Point Harmony IoT / Quantum IoT Protect in ot-and-iot-security (1), Check Point IoT Protect in ot-and-iot-security (1), Check Point NGFWs in network-monitoring-and-management (1), Check Point Next Generation Firewalls (NGFWs) in next-generation-firewalls (1), Check Point Quantum NGFWs in next-generation-firewalls (1), Check Point Quantum Spark in next-generation-firewalls (1), Check Point SandBlast Mobile in application-shielding (1), Check Point Spark Firewall in next-generation-firewalls (1), Check Point's Lakera products in ai-security-platforms (1), CheckPhish in digital-risk-protection (1), Checkmarx API scanning in api-security-platforms (1), Checkmarx Mobile in application-shielding (1), ChemiCloud in cloud-hosting (1), Cherrybomb in api-security-platforms (1), Chocolatey for Business in patch-management (1), Chroma Cloud in vector-databases (1), Chrome with Chrome Enterprise Core in enterprise-browsers (1), Chromebook management in unified-endpoint-management (1), Chronosphere Pipeline in telemetry-pipelines (1), Cin7 in it-asset-management (1), CiraSync in microsoft-365-management (1), Circle’s CCTP for USDC in digital-employee-experience (1), Cisco 3750 series in data-center-networking (1), Cisco ACE Load Balancer in load-balancers (1), Cisco ASA 5500-X / Secure Firewall in next-generation-firewalls (1), Cisco ASA Firewalls in next-generation-firewalls (1), Cisco ASA with FirePOWER in next-generation-firewalls (1), Cisco Access Manager / Cisco ISE-style NAC in network-access-control (1), Cisco Access Manager / Cisco Secure Access in network-access-control (1), Cisco Application Centric Infrastructure, ACI in data-center-networking (1), Cisco Catalyst (IOS-XE) in data-center-networking (1), Cisco Catalyst 1200 Series in data-center-networking (1), Cisco Catalyst 1300 in data-center-networking (1), Cisco Catalyst 1300/1200 in data-center-networking (1), Cisco Catalyst 9300 in data-center-networking (1), Cisco Catalyst Series in data-center-networking (1), Cisco Catalyst/Nexus 9000 lite in data-center-networking (1), Cisco Cloud Web Application and API Protection in web-application-firewalls (1), Cisco DCNM / Nexus in data-center-networking (1), Cisco DLP (via Cisco Umbrella / Firepower) in data-loss-prevention (1), Cisco Duo starter plans in multi-factor-authentication (1), Cisco FTA in web-application-firewalls (1), Cisco Firepower 2100 Series in next-generation-firewalls (1), Cisco HyperFabric in data-center-networking (1), Cisco Meraki MX Firewalls in next-generation-firewalls (1), Cisco Meraki Z3/Teleworker in sd-wan (1), Cisco N3000 Series Switches in data-center-networking (1), Cisco Nexus 9000 entry in data-center-networking (1), Cisco Nexus with standard NX-OS in data-center-networking (1), Cisco SASE offerings in sase-platforms (1), Cisco SD-WAN Viptela in sd-wan (1), Cisco SMB / mid-market in data-center-networking (1), Cisco Secure Client in client-side-protection (1), Cisco Secure Firewall Cloud in next-generation-firewalls (1), Cisco Secure IoT in ot-and-iot-security (1), Cisco Security Insider Risk Management in insider-risk-management (1), Cisco Security Services in threat-intelligence-platforms (1), Cisco Ultra in ddi-and-ipam (1), Cisco Umbrella DNS Security Essentials in dns-filtering (1), Cisco Umbrella DNS/SIG in dns-filtering (1), Cisco data center in data-center-networking (1), Cisco's DCNM line in data-center-networking (1), Cisco-oriented deployments in endpoint-protection (1), Citrix Gateway in zero-trust-network-access (1), Citrix UEM in unified-endpoint-management (1), Citrix Virtual Apps and Desktops / Citrix CVAD in virtual-desktops (1), Clarifai in ai-security-platforms (1), Classic Load Balancer in load-balancers (1), Claude Enterprise - Anthropic in enterprise-ai-assistants (1), Claude for Business in ml-platforms (1), Clay.com in ml-platforms (1), Clean Email in communications-archiving-and-compliance (1), CleanBrowsing Family in dns-filtering (1), CleanSmart in data-quality-and-observability (1), ClearFeed in ai-it-support-agents (1), ClearPhish in security-awareness-training (1), ClearSea in edi-platforms (1), ClearView in business-continuity-management (1), Clearbit in data-quality-and-observability (1), Cleo Integration Suite in edi-platforms (1), Cleo WebEDI Portal in edi-platforms (1), Cleo’s Fulfillment Portal in edi-platforms (1), ClickStack (ClickHouse + HyperDX) in telemetry-pipelines (1), Clober DEX in digital-employee-experience (1), Clonetab in data-masking-and-test-data (1), Cloud Security Groups / Network Security Groups (NSGs) in microsegmentation (1), Cloud Tier (AWS/Azure) in backup-and-disaster-recovery (1), Cloud-Native Security Groups in microsegmentation (1), Cloud-specific (CloudFormation/AWS CDK, ARM/Bicep) in infrastructure-as-code (1), Cloud4Apps in virtual-desktops (1), CloudAdvisor in cloud-cost-management (1), CloudBerry Backup in backup-and-disaster-recovery (1), CloudClusters.io in managed-relational-databases (1), CloudCost in it-financial-management (1), CloudCover in network-detection-and-response (1), CloudCustodian in cloud-security-posture-management (1), CloudFilt in bot-management (1), CloudManager (native) in cloud-cost-management (1), CloudVisor in cloud-cost-management (1), Cloudbrink in sd-wan (1), Cloudbrink Personal SASE in sase-platforms (1), Cloudera's Unified Data Fabric in data-virtualization (1), Cloudflare API Discovery in api-security-platforms (1), Cloudflare Application Services (CDN) in content-delivery-networks (1), Cloudflare Automatic SSL/TLS in certificate-lifecycle-management (1), Cloudflare Bot solutions in bot-management (1), Cloudflare Free or Pro in ddos-protection (1), Cloudflare SSL in certificate-lifecycle-management (1), Cloudflare WAF extensions in application-shielding (1), Cloudflare Web Acceleration in enterprise-browsers (1), Cloudflare Workers AI Gateway in ai-security-platforms (1), Cloudflare Workers Gateway in api-gateways (1), Cloudflare Workers-based gateways in api-gateways (1), Cloudflare ZeroSSL in certificate-lifecycle-management (1), Cloudflare's Pro/Business plans in web-application-firewalls (1), Cloudflare's basic 1.1.1.1 in dns-filtering (1), Cloudflare's free DNS service in dns-filtering (1), Cloudflare's free tier (with Bot Management basics) in bot-management (1), Cloudflare’s "Bot Fight Mode" in bot-management (1), Cloudify in infrastructure-as-code (1), Cloudmersive in managed-file-transfer (1), Cloudnium in colocation-providers (1), Cloudscene in colocation-providers (1), Cloudways' Cloudflare Enterprise in content-delivery-networks (1), Clover in it-financial-management (1), Coalition Control in digital-risk-protection (1), CodeGPT in ai-coding-assistants (1), CodeReview Lab in secure-code-training (1), CodeSecure in secure-code-training (1), CodeTwo in microsoft-365-management (1), CodeTwo Email Signatures 365 in microsoft-365-management (1), Codex.ai in ai-coding-assistants (1), Coginiti in data-catalogs-and-governance (1), CogniSaaS in saas-management-platforms (1), Cognos in embedded-analytics (1), Coherence in workflow-orchestration (1), Collie AI in ai-security-platforms (1), Colo Crossing in colocation-providers (1), ColoMichigan in colocation-providers (1), ColoUnlimited in colocation-providers (1), Comcast SD-WAN in sd-wan (1), Comodo (Xcitium) DNS Filtering in dns-filtering (1), Comodo (Xcitium) suite in dns-filtering (1), Comodo One in remote-monitoring-and-management (1), Comodo RMM / Comodo One in remote-monitoring-and-management (1), CompTIA in security-awareness-training (1), CompliQuest in security-awareness-training (1), Compliance Scorecard in compliance-automation (1), Compliance.ai in compliance-automation (1), CompliantPro in compliance-automation (1), ComplySci in breach-and-attack-simulation (1), ComplyTrust Forget-Me-Yes in data-catalogs-and-governance (1), Confluent Cloud Serverless Basic in streaming-platforms (1), Conifers in ai-soc-agents (1), ConnectWise PSA in remote-monitoring-and-management (1), ConnectaSec in zero-trust-network-access (1), Continuous Logic / Continuity Logic in business-continuity-management (1), Contrast Security ADR in application-shielding (1), ControlMap in compliance-automation (1), Convercent in third-party-risk-management (1), Cookiebot in compliance-automation (1), Copilot for Microsoft 365 in microsoft-365-management (1), CopperX in colocation-providers (1), Coresignal in proxy-networks (1), Coro Insider Threat Solution in insider-risk-management (1), Cortado in enterprise-browsers (1), Cortex.io in internal-developer-portals (1), Corvus in cyber-risk-quantification (1), Coviant in managed-file-transfer (1), Coworker in enterprise-ai-assistants (1), Crashtest Security in vulnerability-management-platforms (1), Credly in certificate-lifecycle-management (1), Credo in ai-governance-platforms (1), Credo in threat-intelligence-platforms (1), Creviz in robotic-process-automation (1), Critical Path in certificate-lifecycle-management (1), CrowdStrike Falcon Adversary Intel in threat-intelligence-platforms (1), CrowdStrike Falcon Deception in deception-technology (1), CrowdStrike Falcon Feeds in threat-intelligence-platforms (1), CrowdStrike Falcon Firewall Management in microsegmentation (1), CrowdStrike Falcon Identity Threat Detection in identity-threat-detection-and-response (1), CrowdStrike Falcon Logic (Falcon Sandbox/Logic) in soar-platforms (1), CrowdStrike Falcon SOAR in soar-platforms (1), CrowdStrike Falcon's Charlotte AI in ai-soc-agents (1), CrowdStrike FalconFeeds (part of Falcon platform) in threat-intelligence-platforms (1), CrowdStrike FalconXDR (deception add-on) in deception-technology (1), CrowdStrike Flow in data-security-posture-management (1), CrowdStrike Identity Defense in identity-threat-detection-and-response (1), CrowdStrike Services in penetration-testing-as-a-service (1), Crystal Ball in cyber-risk-quantification (1), Cube Core (formerly Cube.js) in embedded-analytics (1), Custom SQL + SSIS (SQL Server Integration Services) in etl-and-elt (1), Customer Attuned in cyber-risk-quantification (1), CyGlass in network-detection-and-response (1), CybelAngel Cyber Threat Intelligence in threat-intelligence-platforms (1), CyberArk (Venafi) TLS Protect in certificate-lifecycle-management (1), CyberArk CIEM in non-human-identity-management (1), CyberArk Conjur Community in non-human-identity-management (1), CyberArk Machine Identity Security / Certificate Manager in non-human-identity-management (1), CyberArk One in identity-threat-detection-and-response (1), CyberArk Privileged Access in privileged-access-management (1), CyberArk Vault in identity-governance (1), CyberDrain (Free Tier) in soar-platforms (1), CyberStackHub in cyber-risk-quantification (1), CyberWurx in colocation-providers (1), Cyberint Threat Intelligence in threat-intelligence-platforms (1), Cyble CRQ in cyber-risk-quantification (1), Cyble DARKWEB360 / Vision in digital-risk-protection (1), Cybrary-certified freelancers in penetration-testing-as-a-service (1), Cyclr in api-management (1), Cydenti in non-human-identity-management (1), Cyence in cyber-risk-quantification (1), Cyjax in threat-intelligence-platforms (1), CylanceCheck in breach-and-attack-simulation (1), Cymulate SMB program in breach-and-attack-simulation (1), CynergisTek in penetration-testing-as-a-service (1), Cynet All-in-One Cybersecurity Platform in deception-technology (1), Cynet EDR/XDR in extended-detection-and-response (1), Cyrebro in threat-intelligence-platforms (1), D&B Risk Analytics in third-party-risk-management (1), DBDocs in data-catalogs-and-governance (1), DDI System / Inform ERP in ddi-and-ipam (1), DDIapp in ddi-and-ipam (1), DFIR-IRIS in soar-platforms (1), DMIT.io in ddos-protection (1), DXC Agentic SOC in ai-soc-agents (1), Daft Punk in data-catalogs-and-governance (1), Dagu in workflow-orchestration (1), Dante in proxy-networks (1), Darktrace AI in ai-soc-agents (1), Darktrace Email Security in email-security (1), DashThis in embedded-analytics (1), Data Theorem API Secure in api-security-platforms (1), DataMasque Community Edition in data-masking-and-test-data (1), DataParser in communications-archiving-and-compliance (1), DataPatrol in insider-risk-management (1), DataProf in data-masking-and-test-data (1), DataStax Astra Streaming in streaming-platforms (1), DataVault in data-masking-and-test-data (1), DataVeil Data Masking in data-masking-and-test-data (1), Databricks Data Virtualization in data-virtualization (1), Databricks Lakehouse Platform in ml-platforms (1), Datadog CSPM in cloud-security-posture-management (1), Datadog Cloud Security Platform in container-and-kubernetes-security (1), Datadog Incident Response in incident-management-and-on-call (1), Datadog Internal Developer Portal in internal-developer-portals (1), Datadog Network / Infrastructure Monitoring in network-monitoring-and-management (1), Datadog Network Performance Monitor in network-monitoring-and-management (1), Datadog add-on AIOps capabilities in aiops-platforms (1), Datanamic Data Generator in data-masking-and-test-data (1), Dataplex in data-catalogs-and-governance (1), Datarails in it-financial-management (1), Datto ALTO / Datto BCDR in backup-and-disaster-recovery (1), Datto Autotask in backup-and-disaster-recovery (1), Datto Backup / Datto BCDR in backup-and-disaster-recovery (1), Datto Endpoint Backup with Disaster Recovery in backup-and-disaster-recovery (1), Datto SecureDOC in email-security (1), Dawiso in data-catalogs-and-governance (1), DePay in digital-employee-experience (1), DealHub in cyber-risk-quantification (1), Deception360 in deception-technology (1), Deck in api-management (1), Decodable in etl-and-elt (1), Deep-Insight in cyber-risk-quantification (1), DeepEval in ai-governance-platforms (1), DeepInfra in ml-platforms (1), DeepSeek-model-powered agents in ai-it-support-agents (1), Deepchecks in ai-governance-platforms (1), Deepsecurity in cloud-security-posture-management (1), Defender Suite in identity-threat-detection-and-response (1), Defender for Endpoint Plan 1 in endpoint-detection-and-response (1), Definite in data-warehouses (1), Delinea Privileged Access Management / Secret Server in privileged-access-management (1), Delinea Secret Server free tier in privileged-access-management (1), Dell Active Fabric in data-center-networking (1), Dell Boomi MDM in master-data-management (1), Dell EMC PowerEdge MX740c in enterprise-storage-systems (1), Dell EMC SC Series in enterprise-storage-systems (1), Dell EMC Unity XT / SC Series / PowerStore in enterprise-storage-systems (1), Dell EqualLogic PS6100XS in enterprise-storage-systems (1), Dell ME in enterprise-storage-systems (1), Dell Networking Z Series in data-center-networking (1), Dell PowerEdge in server-virtualization-platforms (1), Dell PowerStore 1200T in enterprise-storage-systems (1), Dell PowerStore One in enterprise-storage-systems (1), Dell PowerStore T-Series in enterprise-storage-systems (1), Dell PowerSwitch running SmartFabric OS10 in data-center-networking (1), Dell PowerVault ME4 in enterprise-storage-systems (1), Dell SonicWall in web-application-firewalls (1), Dell SonicWall SRA 4600 in web-application-firewalls (1), Dell SonicWall WAF in web-application-firewalls (1), Dell Technologies PowerSwitch (with SmartFabric Services / Enterprise SONiC) in data-center-networking (1), Dell enterprise storage in enterprise-storage-systems (1), Delta Lake in data-virtualization (1), Dependancy Checker in software-composition-analysis (1), Derdack in incident-management-and-on-call (1), Derive's basic spreadsheet in cyber-risk-quantification (1), Deskpro in ai-it-support-agents (1), Detectify Surface Monitoring in attack-surface-management (1), DexPack in application-shielding (1), Didit.me in identity-verification (1), DigiCert CertCentral Managed Automation or Discovery in certificate-lifecycle-management (1), DigiCert DNS / DNS Made Easy in managed-dns (1), DigiCert Identity Security Center in certificate-lifecycle-management (1), DigiCert Trust Life Manager / DigiCert Certificate Lifecycle Management in certificate-lifecycle-management (1), Digital Guardian Endpoint DLP, Fortra in data-loss-prevention (1), Digital Shadows SearchLight, now integrated into ReliaQuest GreyMatter in digital-risk-protection (1), DigitalGuardian in data-loss-prevention (1), DigitalOcean DNS in managed-dns (1), Digitalai in application-shielding (1), Digits in it-financial-management (1), Distribution (Docker Registry) in artifact-and-container-registries (1), Divvy (Spend & Expense Management) in it-financial-management (1), Docker Bench in container-and-kubernetes-security (1), Docker Registry on bare metal in artifact-and-container-registries (1), Docker Registry v2 in artifact-and-container-registries (1), DocsOrb in ai-governance-platforms (1), Docsio in it-documentation (1), DocuSign's "SignLive" in it-documentation (1), Docuflair Redact in data-masking-and-test-data (1), DocumentIQ in intelligent-document-processing (1), Doppler secrets management platform in secrets-management (1), DoveRunner – formerly AppSealing in application-shielding (1), Dow Jones Risk & Compliance in identity-verification (1), Dragos OT-Watch in ot-and-iot-security (1), Dremio (Community Edition) in data-virtualization (1), Dropzone AI's AI SOC Analyst in ai-soc-agents (1), Dun & Bradstreet in identity-verification (1), Duo Mobile in multi-factor-authentication (1), Duo SSO in workforce-identity-and-sso (1), Duplicate Check in data-quality-and-observability (1), Dust.tt in enterprise-ai-assistants (1), Dyn Managed DNS in managed-dns (1), DynDNS (legacy free) in managed-dns (1), Dynamics 365 in microsoft-365-management (1), Dynatrace Cloud Management (formerly Cloudability) in it-financial-management (1), Dynatrace Full-Stack in application-performance-monitoring (1), EAComposer in enterprise-architecture-tools (1), EC2 in cloud-hosting (1), EDI Here in edi-platforms (1), EDI Source PartnerXchange in edi-platforms (1), EFK (Elasticsearch + Fluentd/Kustomize + Kibana) in telemetry-pipelines (1), EMC Celerra in enterprise-storage-systems (1), ENow in microsoft-365-management (1), ESET Cyber Security in client-side-protection (1), ESET Small Business Security in endpoint-protection (1), ESLint with typescript-eslint in static-application-security-testing (1), ETQ Reliance in compliance-automation (1), EU AI Act compliance checklist template in ai-governance-platforms (1), EVE AI Core in ai-governance-platforms (1), EZ Texting in communications-apis (1), EasyDMARC in digital-risk-protection (1), EasyDMARC in email-security (1), EasyEngine/Caddy in certificate-lifecycle-management (1), Eaton DCPM in data-center-infrastructure-management (1), EclecticIQ Platform in threat-intelligence-platforms (1), EdgeLabs in llm-gateways-and-observability (1), EdgeRouter in data-center-networking (1), Egeria in data-catalogs-and-governance (1), Elastic Serverless in log-management (1), Elastic Synthetics in website-and-synthetic-monitoring (1), Electric.ai in ai-it-support-agents (1), Embeedable in embedded-analytics (1), Emsisoft in endpoint-protection (1), Encore in internal-developer-portals (1), Endian SMB Solutions in ot-and-iot-security (1), Endian Secure Digital Platform in ot-and-iot-security (1), Endpoint Manager in microsoft-365-management (1), Ente Auth in client-side-protection (1), Enterprise Architect (Sparx Systems) in enterprise-architecture-tools (1), Entra ID Conditional Access in microsoft-365-management (1), Entra ID P2 in identity-threat-detection-and-response (1), Entrust CLM in certificate-lifecycle-management (1), Entrust Identity as a Service in workforce-identity-and-sso (1), Eraser.io in enterprise-architecture-tools (1), Esendex in communications-apis (1), Essential Architecture Manager in enterprise-architecture-tools (1), Ethena in security-awareness-training (1), EventLog Analyzer in privileged-access-management (1), Eventleaf in streaming-platforms (1), Everbridge Business Continuity in business-continuity-management (1), Everfox in insider-risk-management (1), Evolv in ai-security-platforms (1), Ex-Perimeter 81 in zero-trust-network-access (1), Exabeam New-Scale SIEM in siem-platforms (1), Exabeam Nova in ai-soc-agents (1), Exchange Admin in microsoft-365-management (1), Exchange Online Protection (EOP) in email-security (1), Exchange Online admin features in microsoft-365-management (1), ExchangeView in communications-archiving-and-compliance (1), Exeon in network-detection-and-response (1), Exoscale in managed-relational-databases (1), Expedient in colocation-providers (1), External User Manager in microsoft-365-management (1), ExtractBee in intelligent-document-processing (1), Extreme Fabric in data-center-networking (1), Extreme Networks HiveManager in network-access-control (1), ExtremeSwitching in data-center-networking (1), F-Secure Total in client-side-protection (1), F5 AI Gateway in llm-gateways-and-observability (1), F5 BIG-IP family in load-balancers (1), F5 BIG‑IP APM in load-balancers (1), F5 Distributed Cloud DDoS Mitigation Service in ddos-protection (1), F5 Networks BIG-IP LTM in load-balancers (1), F5 XC in load-balancers (1), FAIR Excel/PPT templates in cyber-risk-quantification (1), FAIR Institute's FAIR-U in cyber-risk-quantification (1), FAIR workbook / Open FAIR resources in cyber-risk-quantification (1), FAIR-U Workbook for Learners (by the FAIR Institute) in cyber-risk-quantification (1), FAIR-U for Cyber in cyber-risk-quantification (1), FIDO/WebAuthn-based authentication in multi-factor-authentication (1), FME Platform in etl-and-elt (1), FS.com (FiberStore) S5850 or S5860 Series in data-center-networking (1), Fabrix.ai Alert Watch in aiops-platforms (1), Falcon Shield (formerly Adaptive Shield) in saas-security-posture-management (1), FalconFeeds.io in threat-intelligence-platforms (1), Fasoo DSPM in data-security-posture-management (1), FastNetMon in ddos-protection (1), Fastly DDoS Mitigation in ddos-protection (1), FeatureHub in feature-flags (1), Fencer in cloud-security-posture-management (1), Feroot Inspector in client-side-protection (1), FigJam in enterprise-architecture-tools (1), Financial Cents in it-financial-management (1), Firefox ESR with policies in enterprise-browsers (1), Firepower 1100 in next-generation-firewalls (1), Firewalla Gold SE or Gold Pro in next-generation-firewalls (1), FirstByt in digital-employee-experience (1), FirstByt White Label DEX in digital-employee-experience (1), Fiverr in penetration-testing-as-a-service (1), Flagsmith Scale-Up in feature-flags (1), Flannel in data-center-networking (1), Flatfile in digital-employee-experience (1), Flexera Cloud Cost Management in cloud-cost-management (1), FlexeraOne in cloud-cost-management (1), FloQast in it-financial-management (1), Float in it-financial-management (1), Flowroute in communications-apis (1), Fluid Attacks in static-application-security-testing (1), Flywheel in cloud-hosting (1), Forage.ai in proxy-networks (1), Forcepoint Next-Gen Firewall in next-generation-firewalls (1), Fordefi in digital-employee-experience (1), FortiGate 40F in next-generation-firewalls (1), FortiGate 60F in next-generation-firewalls (1), FortiGate 90G in next-generation-firewalls (1), FortiGate Cloud in next-generation-firewalls (1), FortiGuard in dns-filtering (1), Fortify Mobile Security (by HCL) in application-shielding (1), Fortinet Browser Security in client-side-protection (1), Fortinet FortiDLP in data-loss-prevention (1), Fortinet FortiDLP in insider-risk-management (1), Fortinet FortiGate 40F or 60F in next-generation-firewalls (1), Fortinet FortiGate entry models in next-generation-firewalls (1), Fortinet FortiGate entry-level models in next-generation-firewalls (1), Fortinet FortiGate-40F in next-generation-firewalls (1), Fortinet FortiSD‑WAN in sd-wan (1), Fortinet FortiSecure SD-WAN in sd-wan (1), Fortinet FortiSwitch 124F/148F/600/2000 in data-center-networking (1), Fortinet Secure SASE / SMB SASE in sase-platforms (1), Fortinet WAF in web-application-firewalls (1), Fortinet's FortiNDR Cloud in network-detection-and-response (1), Fortiv.io in business-continuity-management (1), Fortra Agari Email Security in email-security (1), Fortra Data Classification Suite in data-security-posture-management (1), Fortra-DSPM in data-security-posture-management (1), Fraud.net in identity-threat-detection-and-response (1), FraudFighter™, a UVeritech, Inc. company in identity-verification (1), Free in web-application-firewalls (1), Free Government Resources (CISA, NIST) in security-awareness-training (1), Free OSINT + CISA AIS feeds in threat-intelligence-platforms (1), Free PowerShell + Microsoft365DSC (Open Source) in microsoft-365-management (1), Free Public Proxies in proxy-networks (1), Free and Pro in ddos-protection (1), Free interactive secure coding exercises on GitHub in secure-code-training (1), Free proxies in proxy-networks (1), FreeConference in video-conferencing (1), FreeDNS.afraid.org in managed-dns (1), FreeLLMAPI in llm-gateways-and-observability (1), FreeRADIUS in network-access-control (1), FreeTSDB in time-series-databases (1), Freshchat (Freddy AI) in ai-it-support-agents (1), Freshdesk AI in ai-it-support-agents (1), Freshdesk's Freddy AI in ai-it-support-agents (1), Freshservice AIOps in aiops-platforms (1), Freshservice Freddy AI Agent in ai-it-support-agents (1), Friendly Captcha in bot-management (1), Frontline VM in vulnerability-management-platforms (1), Fudo Security (Fudo Cloud PAM) in privileged-access-management (1), Fusio in api-management (1), G2 ITFM in it-financial-management (1), GAIN in ai-governance-platforms (1), GCP API Gateway in api-security-platforms (1), GCP Cloud Run in managed-kubernetes-platforms (1), GCP Container Analysis in container-and-kubernetes-security (1), GCP PubSub in streaming-platforms (1), GCP SecOps in saas-security-posture-management (1), GCP service accounts in non-human-identity-management (1), GRCBoard in grc-platforms (1), Gable in data-quality-and-observability (1), Gains Network in digital-employee-experience (1), Garland Technology in network-detection-and-response (1), Gate DEX API in digital-employee-experience (1), GeeTest CAPTCHA & CaptchaFox in bot-management (1), Gemini Personal in enterprise-ai-assistants (1), Gentek in edi-platforms (1), Genuity IT Admin Suite in it-financial-management (1), Gesti\u00f3IP IPAM in ddi-and-ipam (1), GestioIP IPAM in ddi-and-ipam (1), Ghostwriter in ai-coding-assistants (1), Gigachad GRC in grc-platforms (1), GigeNET Chicago in colocation-providers (1), GitHub Actions OIDC in non-human-identity-management (1), GitHub Code Scanning with CodeQL in static-application-security-testing (1), GitHub Code Security + Secret Protection in application-security-posture-management (1), GitHub Container Registry, GHCR in artifact-and-container-registries (1), GitHub Copilot for Business in ai-coding-assistants (1), GitHub wiki / markdown in repo in it-documentation (1), GitHub's built-in security overview in application-security-posture-management (1), GitHub's dependency graph in software-composition-analysis (1), GitLab Premium Plan in ci-cd-platforms (1), GitLab Registry in artifact-and-container-registries (1), GitLab Security in static-application-security-testing (1), GitLab's built-in scanning in container-and-kubernetes-security (1), Gitosis in source-control-hosting (1), Git‑Crypt in secrets-management (1), Gladys in ai-it-support-agents (1), GlobalSign Managed Services in certificate-lifecycle-management (1), Glovary N150 in next-generation-firewalls (1), GoCodes Asset Tracking in it-asset-management (1), GoDaddy DDI in ddi-and-ipam (1), GoSearch in enterprise-ai-assistants (1), GoTo in video-conferencing (1), GoTo (Miradore) in unified-endpoint-management (1), GoTo MyBusiness (formerly Miradore) in unified-endpoint-management (1), GoToWebinar in streaming-platforms (1), GoodData.ai in embedded-analytics (1), Google AI Pro in enterprise-ai-assistants (1), Google AI Studio in llm-gateways-and-observability (1), Google Advanced Protection / 2-Step Verification (for Google Workspace) in multi-factor-authentication (1), Google Artifact Analysis in container-and-kubernetes-security (1), Google AutoML tables in ml-platforms (1), Google Beyond in email-security (1), Google CA in certificate-lifecycle-management (1), Google Cloud (GCP) or Microsoft Azure Load Balancers in load-balancers (1), Google Cloud AI in ml-platforms (1), Google Cloud AI / Vertex AI in ml-platforms (1), Google Cloud AI/ML Tools in ml-platforms (1), Google Cloud Application Load Balancing in load-balancers (1), Google Cloud CAS in certificate-lifecycle-management (1), Google Cloud DLP API in data-security-posture-management (1), Google Cloud Firewall Rules in microsegmentation (1), Google Cloud HTTP(S) Load Balancer in load-balancers (1), Google Cloud IoT Security in ot-and-iot-security (1), Google Cloud Kafka in streaming-platforms (1), Google Cloud Kubernetes Engine (GKE) in managed-kubernetes-platforms (1), Google Cloud Observability / Cloud Logging in log-management (1), Google Cloud cost reports in it-financial-management (1), Google Cloud external HTTP(S) Load Balancer in load-balancers (1), Google Cloud's Sensitive Data Protection in data-security-posture-management (1), Google Dialogflow in ai-it-support-agents (1), Google Dialogflow / Dialogflow CX in bot-management (1), Google Domains in ddi-and-ipam (1), Google Firebase Authentication in customer-identity-and-access-management (1), Google Firebase Firestore in nosql-databases (1), Google Fonts in content-delivery-networks (1), Google Forms/Spreadsheets in third-party-risk-management (1), Google Gemini for Google Workspace in enterprise-ai-assistants (1), Google Gemini for Workspace - Google in enterprise-ai-assistants (1), Google Hangouts in video-conferencing (1), Google Identity in workforce-identity-and-sso (1), Google Kubernetes Engine – Autopilot in managed-kubernetes-platforms (1), Google Looker Studio in embedded-analytics (1), Google MSK in streaming-platforms (1), Google Play App Defense in application-shielding (1), Google Play Integrity API in application-shielding (1), Google Project Shield in ddos-protection (1), Google Sensitive Data Protection in data-security-posture-management (1), Google Sheet in data-catalogs-and-governance (1), Google Tag Manager (GTM) in client-side-protection (1), Google Voice for Business in business-phone-systems (1), Google Voice for Google Workspace in business-phone-systems (1), Google Workload Identity in non-human-identity-management (1), Google Workspace Business Plus with Google Vault in communications-archiving-and-compliance (1), Google Workspace Identity-Aware Protection in multi-factor-authentication (1), Google Workspace add-ons in email-security (1), Google Workspace admin console in saas-management-platforms (1), Google Workspace protections in email-security (1), Google Workspace security settings in saas-security-posture-management (1), Google Workspace's native data protection features in insider-risk-management (1), Google Workspace’s built-in DLP in data-loss-prevention (1), Google's Play Integrity API in application-shielding (1), Google's Responsible AI Toolkit in ai-governance-platforms (1), Google's built-in MFA in multi-factor-authentication (1), Google's native cost tools in cloud-cost-management (1), Google\u2019s endpoint management in unified-endpoint-management (1), Google’s Chrome Enterprise Premium in enterprise-browsers (1), Google’s Deep Learning VM Image in ml-platforms (1), GovernKit in ai-governance-platforms (1), Grafana Cloud Loki in log-management (1), Grafana LGTM in aiops-platforms (1), Grafana LGTM/Prometheus Stack in telemetry-pipelines (1), Grafana Loki via Grafana Cloud's free tier in log-management (1), Grandstream in business-phone-systems (1), Granola in enterprise-ai-assistants (1), GravityZone Small Business Security in endpoint-protection (1), Gravy Analytics in proxy-networks (1), Great Expectations Cloud (GX Cloud) in data-quality-and-observability (1), Greenbone Vulnerability Manager (formerly OpenVAS) in vulnerability-management-platforms (1), GreenmaskIO in data-masking-and-test-data (1), Gretel in data-masking-and-test-data (1), GreyMatter in threat-intelligence-platforms (1), GreyNoise Community in threat-intelligence-platforms (1), GrowthDot GDPR Compliance for Zendesk in data-catalogs-and-governance (1), GrowthFeatures in feature-flags (1), Guardia in ai-security-platforms (1), Gumloop in workflow-orchestration (1), Gurucul Next-Gen SIEM in siem-platforms (1), HCL AppScan DAST in dynamic-application-security-testing (1), HP MSA in enterprise-storage-systems (1), HP P4000/P2000 series in enterprise-storage-systems (1), HP ProCurve in data-center-networking (1), HPE Apstra (Apstra Data Center Director) in data-center-networking (1), HPE Aruba CX data center switches in data-center-networking (1), HPE Aruba Central / data center switching stack in data-center-networking (1), HPE Aruba Central NAC in network-access-control (1), HPE Aruba Networking CX 6400 Series in data-center-networking (1), HPE Aruba Networking CX Fabric (with Aruba Central) in data-center-networking (1), HPE Business Switch Series CW 2050 in data-center-networking (1), HPE GreenLake for Private Cloud Business Edition in enterprise-storage-systems (1), HPE Insight Remote Support in remote-support-and-remote-access (1), HPE Intelligent Management Center (IMC) in network-monitoring-and-management (1), HPE M-Series in data-center-networking (1), HPE MSA 29xx Series in enterprise-storage-systems (1), HPE MSA SAN Storage in enterprise-storage-systems (1), HPE Networking Comware 5120v3 Campus Switch Series in data-center-networking (1), HPE OneView in data-center-infrastructure-management (1), HackER8 (Software Secured) in penetration-testing-as-a-service (1), HackTheBox Academy in secure-code-training (1), HackerTarget in attack-surface-management (1), Hadoop Clusters (Self-Managed) in data-warehouses (1), Halo Private Cloud in endpoint-detection-and-response (1), Halos Networks in sd-wan (1), HappyFox AI Chatbot in ai-it-support-agents (1), Harbor Compliance in compliance-automation (1), Harbr in digital-employee-experience (1), Harmony Browse in enterprise-browsers (1), Harmony SASE in zero-trust-network-access (1), Harness CI in ci-cd-platforms (1), Harness FF in feature-flags (1), Harness Platform in internal-developer-portals (1), HashiCorp Consul Connect in microsegmentation (1), HashiCorp Nomad in managed-kubernetes-platforms (1), HashiCorp Vault CE in privileged-access-management (1), HashiCorp Vault self-hosted in secrets-management (1), HaveIBeenPwned in threat-intelligence-platforms (1), Havoc in deception-technology (1), HeaderHawk in client-side-protection (1), Hedera PeopleDAO in digital-employee-experience (1), HedgeDoc in it-documentation (1), Heimdal EDR in network-detection-and-response (1), Heimdal ITDR in identity-threat-detection-and-response (1), Heimdal MXDR in endpoint-detection-and-response (1), HelloID in identity-governance (1), Help Scout's AI in ai-it-support-agents (1), Help Scout's AI features in ai-it-support-agents (1), HelpSpace in it-documentation (1), HelpSystems in managed-file-transfer (1), Hetzner Cloud Kubernetes in managed-kubernetes-platforms (1), Hexawise in application-shielding (1), Hexometer in website-and-synthetic-monitoring (1), Hexowise in application-shielding (1), HeySummit in streaming-platforms (1), Highcharts in embedded-analytics (1), Highwinds in content-delivery-networks (1), Hitachi Vantara Virtual Storage Platform One in enterprise-storage-systems (1), Hive Systems Quantitative Risk Assessment Tool in cyber-risk-quantification (1), Hivelin in digital-employee-experience (1), Hivenet in enterprise-storage-systems (1), Hola VPN / Luminati in proxy-networks (1), HollaEx in digital-employee-experience (1), Homegrown/DIY Solutions in feature-flags (1), HoneyBook in it-financial-management (1), HoneyPoint Security Server in deception-technology (1), Honeypot-NG in deception-technology (1), Honeytokens in deception-technology (1), Hop in etl-and-elt (1), Horizon in data-catalogs-and-governance (1), Horizon Context in data-catalogs-and-governance (1), Horizon3.ai – NodeZero in breach-and-attack-simulation (1), Hornetsecurity Security Awareness Service in security-awareness-training (1), HostZealot in colocation-providers (1), Hosting.com in cloud-hosting (1), Hostinger Cloud Startup in cloud-hosting (1), Hostinger VPS in cloud-hosting (1), Hostman in managed-relational-databases (1), Hostman SQL Cloud Databases in managed-relational-databases (1), Hostopia in colocation-providers (1), Hoxey in deception-technology (1), Huawei CloudEngine in data-center-networking (1), HubSpot Chatbot in ai-it-support-agents (1), HubSpot Clean Rooms in data-catalogs-and-governance (1), HubSpot Copilot in enterprise-ai-assistants (1), HubSpot Operations Hub in data-quality-and-observability (1), HubSpot's AI in ml-platforms (1), Hudled in saas-management-platforms (1), Hudson Rock in digital-risk-protection (1), Hudu self-hosted in it-documentation (1), Hugging Face AutoTrain / Hugging Face Hub in ml-platforms (1), HuggingFace in ml-platforms (1), HuggingFace Inference in llm-gateways-and-observability (1), Hunters AI-Driven SIEM in siem-platforms (1), Hunters Security in siem-platforms (1), Huntress EDR in endpoint-detection-and-response (1), Huntress Email Security in email-security (1), Huntress SIEM in siem-platforms (1), Hush Security in non-human-identity-management (1), Hyland IDP in intelligent-document-processing (1), Hyper-V *Role* inside a paid Windows Server license in server-virtualization-platforms (1), HyperComply in third-party-risk-management (1), HyperDX Cloud in telemetry-pipelines (1), Hypereal AI in llm-gateways-and-observability (1), Hyperscaler's native service in backup-and-disaster-recovery (1), IAM Roles for Service Accounts in non-human-identity-management (1), IBHS’s free OFB-EZ toolkit in business-continuity-management (1), IBM Apptio / Apptio Cost, Cloudability in it-financial-management (1), IBM Apptio Costing / Apptio Standard in it-financial-management (1), IBM Data Loss Prevention (Guardium) in data-loss-prevention (1), IBM Data Masking stage / IBM Optim in data-masking-and-test-data (1), IBM Data Security / Guardium in data-loss-prevention (1), IBM Engineering Workflow Management in enterprise-architecture-tools (1), IBM Enterprise Storage (DS8000 series) in enterprise-storage-systems (1), IBM Guardium Identity Governance in identity-governance (1), IBM InfoSphere MDM managed cloud in master-data-management (1), IBM InfoSphere Optimizer in data-masking-and-test-data (1), IBM Netcool in aiops-platforms (1), IBM On Call Manager in incident-management-and-on-call (1), IBM OpenScale in ai-governance-platforms (1), IBM QRadar EDR in endpoint-detection-and-response (1), IBM QRadar with Watson in ai-security-platforms (1), IBM Resilience Manager in business-continuity-management (1), IBM SVC/Nimble in enterprise-storage-systems (1), IBM Security Verify Privileged (formerly Tivoli) in privileged-access-management (1), IBM Sterling Secure File / IBM Sterling in managed-file-transfer (1), IBM TBM in it-financial-management (1), IBM Watson Media in streaming-platforms (1), IBM XQR in threat-intelligence-platforms (1), IBM enterprise arrays in enterprise-storage-systems (1), IBM, Oracle, and SAP Data Virtualization Solutions in data-virtualization (1), IDrive BMR in backup-and-disaster-recovery (1), IDrive Online Backup in backup-and-disaster-recovery (1), INCERO in colocation-providers (1), INKY in email-security (1), INKY Phishing Protection in email-security (1), IO River in load-balancers (1), IO Zoom in cloud-hosting (1), IONOS Cloud in cloud-hosting (1), IP Infusion OcNOS / Kubo in data-center-networking (1), IPFoxy in proxy-networks (1), IPIDEA botnet in proxy-networks (1), IPQS in bot-management (1), IR Collaborate in network-monitoring-and-management (1), IRI CellShield in data-masking-and-test-data (1), ISC BIND+Kea+phpIPAM in ddi-and-ipam (1), ISC BIND/DHCP in ddi-and-ipam (1), ISC Kea in ddi-and-ipam (1), ISC Stork in ddi-and-ipam (1), ISC tools in ddi-and-ipam (1), ISP-Managed SD-WAN Bundles in sd-wan (1), ISP-Provided DNS in dns-filtering (1), IT Vortex in cloud-hosting (1), ITU Online in cloud-security-posture-management (1), Iceberg in data-virtualization (1), Ideagen Risk Management in business-continuity-management (1), Identity Guard Business in digital-risk-protection (1), IdentityForce for Business in digital-risk-protection (1), Identomat in identity-verification (1), Idira Identity in workforce-identity-and-sso (1), IgLou in colocation-providers (1), Illumio Edge in microsegmentation (1), Illusive-style deception platforms in deception-technology (1), Impersona.io in digital-risk-protection (1), Imunify360 in web-application-firewalls (1), Incidentio in incident-management-and-on-call (1), Indent in identity-governance (1), Indico in intelligent-document-processing (1), Infisical Open Source in non-human-identity-management (1), Inflection AI in ai-security-platforms (1), Inflectra Rapise in robotic-process-automation (1), InfluxDB Core in time-series-databases (1), InfluxDB Open Source in time-series-databases (1), InfluxDB v3 Core in time-series-databases (1), Infor in edi-platforms (1), Informatica API Management in api-management (1), Informatica B2B Data Exchange in edi-platforms (1), Informatica Cloud BDM in master-data-management (1), Infreemation in data-catalogs-and-governance (1), Inhubber in intelligent-document-processing (1), InsightIDR in network-detection-and-response (1), Insightly in it-financial-management (1), Integrisys in third-party-risk-management (1), IntelliBreach Attack Surface Management in attack-surface-management (1), Intello in saas-management-platforms (1), Intercom's Fin Copilot in ai-it-support-agents (1), Interlink Commerce in edi-platforms (1), Intertel in business-phone-systems (1), Intruder Vulnerability Scanner in vulnerability-management-platforms (1), InvGate AssetManagement in it-asset-management (1), Ipswitch MOVEit in managed-file-transfer (1), Iron Mountain InSight® DXP in intelligent-document-processing (1), IronOrbit in virtual-desktops (1), IronWiFi (Community Edition) in network-access-control (1), Iru, formerly Kandji in unified-endpoint-management (1), Istio service mesh in load-balancers (1), Iterative.ai in ml-platforms (1), Iuru in unified-endpoint-management (1), Ivanti Patch Management Products in patch-management (1), Ivanti Unified Endpoint Manager / Ivanti Neurons in unified-endpoint-management (1), JFrog Artifactory SaaS in artifact-and-container-registries (1), JFrog Cloud in artifact-and-container-registries (1), JFrog Platform in artifact-and-container-registries (1), JW Player or Enterprise Vimeo in streaming-platforms (1), JailMonkey/Rootbeer in application-shielding (1), Jasper in enterprise-ai-assistants (1), Jasper in ml-platforms (1), Jira Asset Manager in it-asset-management (1), Jira Service Management with Assets in it-asset-management (1), Jira Service Management's virtual service agent in ai-it-support-agents (1), Jira Software in it-service-management (1), Jit Security in application-security-posture-management (1), JivoSite in business-phone-systems (1), Josys Discovery in saas-management-platforms (1), Jotform AI Agents in ai-it-support-agents (1), Jotform Workflows in compliance-automation (1), Jsmon in client-side-protection (1), JumpCloud Free Tier in multi-factor-authentication (1), Juniper Apstra Data Center Director in data-center-networking (1), Juniper Cloud-Native Contrail Networking (CN2) in data-center-networking (1), Juniper EVPN-VXLAN + Apstra in data-center-networking (1), Juniper EX 2300/3400/4100 in data-center-networking (1), Juniper EX/QFX in data-center-networking (1), Juniper Networks Fabric in data-center-networking (1), Juniper Networks Mist AI in data-center-networking (1), Juniper Networks with Apstra in data-center-networking (1), Juniper QFX5100/5110 Series in data-center-networking (1), Juniper Secure Edge in sase-platforms (1), Juniper's ACX7020 in data-center-networking (1), Jutsu AgentSOC in ai-soc-agents (1), K7 in endpoint-protection (1), K8ssandra in telemetry-pipelines (1), KELA in digital-risk-protection (1), KFSensor in deception-technology (1), KOBIL AppShield in application-shielding (1), KPMG CRQ in cyber-risk-quantification (1), KSU (Key Service Unit) systems in business-phone-systems (1), KVM-based custom Linux setups in server-virtualization-platforms (1), KYC Hub in identity-verification (1), KYC-Chain in identity-verification (1), KYCAID in identity-verification (1), Kabeen in enterprise-architecture-tools (1), Kafka in self-managed form in streaming-platforms (1), Kafka on Kubernetes in streaming-platforms (1), Kaggle Kernels in ml-platforms (1), Kamal in managed-kubernetes-platforms (1), Kandua in it-service-management (1), Karamba Security (VCode) in ot-and-iot-security (1), Kaspersky Incident Management in business-continuity-management (1), Kaspersky Small Office/Endpoint Security in threat-intelligence-platforms (1), Kea DHCP in ddi-and-ipam (1), Keboola in etl-and-elt (1), KeePassXC with KeeAgent in privileged-access-management (1), Keel in grc-platforms (1), Keel GRC in compliance-automation (1), Keeper Password Manager in secrets-management (1), Keeper Security (KeeperPAM in privileged-access-management (1), Kertos in compliance-automation (1), KeyTalk in certificate-lifecycle-management (1), Keyhub in certificate-lifecycle-management (1), Keykey Systems in ot-and-iot-security (1), Keystash in certificate-lifecycle-management (1), Keytos (EZCA) in certificate-lifecycle-management (1), Kilpi Honeypot in deception-technology (1), Kimola Cognitive in ml-platforms (1), Kinan SMB Edition in security-awareness-training (1), Kindo in ai-governance-platforms (1), Kingsbridge BCP in business-continuity-management (1), Kinsta CDN in content-delivery-networks (1), Kissflow Finance Software in it-financial-management (1), Klarna's AI assistant in ai-it-support-agents (1), KlearStack in intelligent-document-processing (1), Klipfolio in data-virtualization (1), KnowBe4 Email & Collaboration Security in email-security (1), KnowBe4 Foundation in security-awareness-training (1), KnowBe4 SAT Foundation in security-awareness-training (1), Kong Ingress Controller in api-gateways (1), Kovirr in cyber-risk-quantification (1), Kovrr Cyber Risk Quantification Platform in cyber-risk-quantification (1), Kratos in cyber-risk-quantification (1), Krest Intelligence in digital-risk-protection (1), Kube\u2011NetworkPolicies in microsegmentation (1), Kubernetes CronJobs in workflow-orchestration (1), Kyber Swap Elastic Breach in digital-employee-experience (1), Kye.ai in process-mining (1), Kylin in time-series-databases (1), LI.FI in digital-employee-experience (1), LLaMA in ml-platforms (1), Lan-Secure Switch Protector in network-access-control (1), LangChain-based hosting in ml-platforms (1), Langflow in ai-security-platforms (1), LastPass Authenticator in multi-factor-authentication (1), LaunchDarkly Developer in feature-flags (1), Launchpad Bazaar hosting in source-control-hosting (1), Layer0 Security in identity-threat-detection-and-response (1), Layer3 Communications in colocation-providers (1), LayerOne in email-security (1), LayerX Browser Security Platform in enterprise-browsers (1), LeetSwap in digital-employee-experience (1), LeewayHertz in digital-employee-experience (1), Legacy ConnectWise (Full Suite) in remote-monitoring-and-management (1), Legacy Fortinet/Palo Alto standalone in sd-wan (1), Legacy Microsoft Edge (EdgeHTML – the original Edge) in enterprise-browsers (1), Legacy VAN-Based Solutions in edi-platforms (1), Legacy providers in edi-platforms (1), Legit in application-security-posture-management (1), LemSubs in saas-management-platforms (1), Lemur (Netflix) in certificate-lifecycle-management (1), Lenovo ThinkSystem in server-virtualization-platforms (1), Lenovo ThinkSystem DE Series in enterprise-storage-systems (1), Let's Encrypt with Certbot in certificate-lifecycle-management (1), Libraesva Email Security in email-security (1), Librato in infrastructure-monitoring (1), LifeLock in business-password-managers (1), LifeLock Password Manager in business-password-managers (1), LightMesh IPAM in ddi-and-ipam (1), Lighthouse in microsoft-365-management (1), Lightning Proxies in proxy-networks (1), Lightspin in cloud-native-application-protection (1), Lima AI in data-virtualization (1), Liminal in ai-security-platforms (1), Lindy AI in enterprise-ai-assistants (1), Line2 in business-phone-systems (1), LinkedIn Learning in secure-code-training (1), Linksys in next-generation-firewalls (1), Linode Kubernetes Engine – LKE in managed-kubernetes-platforms (1), Linode, now Akamai Linode in cloud-hosting (1), Linux Foundation LFD121 (Developing Secure Software) in secure-code-training (1), Linux Virtual Server (LVS) in load-balancers (1), Linux iptables/nftables scripts in microsegmentation (1), Liquid Web Cloud VPS in cloud-hosting (1), Lists in microsoft-365-management (1), LiteLLM self-hosted OSS in llm-gateways-and-observability (1), LivePlan in it-financial-management (1), Llama Index in intelligent-document-processing (1), LlamaFirewall (by Meta) in ai-security-platforms (1), Loadbalancer Enterprise Prime in load-balancers (1), Local open-source (e.g., TensorFlow/PyTorch + Jupyter) in ml-platforms (1), Lockwell in data-security-posture-management (1), LogRhythm self-managed in siem-platforms (1), Logentries in log-management (1), LogicGate Realize Risk in grc-platforms (1), Logseq in it-documentation (1), Longhorn in enterprise-storage-systems (1), Loom in it-documentation (1), Loop in microsoft-365-management (1), Lorikeet in ai-soc-agents (1), Lorikeet CX in ai-soc-agents (1), Lorikeetcx.ai in ai-it-support-agents (1), LowCostColocation in colocation-providers (1), LucidLink in enterprise-storage-systems (1), Lumen SASE in sd-wan (1), Lummo in embedded-analytics (1), Lupovis Snare in deception-technology (1), Luzmo – formerly Cumul.io in embedded-analytics (1), Lynis in breach-and-attack-simulation (1), M365 in backup-and-disaster-recovery (1), M365 Business in microsoft-365-management (1), M365 Defender in client-side-protection (1), MASST (Mobile Application Security Suite & Tools) in application-shielding (1), MATLAB-based ML tooling in ml-platforms (1), MENTIS Data Masking in data-masking-and-test-data (1), MHN (Modern Honey Network) in deception-technology (1), MISP - Malware Information Sharing Platform in threat-intelligence-platforms (1), MISP community sharing in threat-intelligence-platforms (1), MITRE ATT&CK Caldera in deception-technology (1), MITRE Caldera for OT in ot-and-iot-security (1), MOVEit Automation (Progress Software) in managed-file-transfer (1), MS Defender for Cloud in cloud-security-posture-management (1), MSK Serverless in streaming-platforms (1), MTCaptcha in bot-management (1), MTM Cyber Risk Analytics in cyber-risk-quantification (1), Mage Data Test Data Management in data-masking-and-test-data (1), Mageni in vulnerability-management-platforms (1), Magento in content-delivery-networks (1), MagicDraw in enterprise-architecture-tools (1), MagicJack for Business in business-phone-systems (1), Mailcow in email-security (1), Mailgun in communications-apis (1), Mailprotector SecureStore in communications-archiving-and-compliance (1), Make – formerly Integromat in workflow-orchestration (1), ManageEngine ADAudit Plus or Endpoint Central in microsoft-365-management (1), ManageEngine ADManager Plus in privileged-access-management (1), ManageEngine Access Manager Plus in privileged-access-management (1), ManageEngine AssetExplorer Cloud in it-asset-management (1), ManageEngine Cloud Security Plus in cloud-security-posture-management (1), ManageEngine DLP Plus in data-loss-prevention (1), ManageEngine DSP in insider-risk-management (1), ManageEngine EndpointCloud in sase-platforms (1), ManageEngine MDMPlus in unified-endpoint-management (1), ManageEngine MISP in siem-platforms (1), ManageEngine OpUtils IPAM in ddi-and-ipam (1), ManageEngine OpUtils Management Edition in ddi-and-ipam (1), ManageEngine Patch Management Plus in patch-management (1), ManageEngine ServiceDesk Plus with Zia Agents in ai-it-support-agents (1), ManageEngine's AssetExplorer in it-documentation (1), Managed Kafka in streaming-platforms (1), Managed Microsoft SQL Server in managed-relational-databases (1), Managed Oracle databases in managed-relational-databases (1), Manageengine Adselfservice in multi-factor-authentication (1), Mango Markets in digital-employee-experience (1), Mango Proxy in proxy-networks (1), Mangudai Security in attack-surface-management (1), Manual CSP & SRI (Subresource Integrity) in client-side-protection (1), MapTrack in it-asset-management (1), Mapped EDI in edi-platforms (1), Masergy SD-WAN in sd-wan (1), MaskMe in data-masking-and-test-data (1), Masstrata in data-masking-and-test-data (1), MaxCDN in content-delivery-networks (1), Maytech Quatrix in managed-file-transfer (1), McAfee Multi-Personality in endpoint-protection (1), McAfee Total Protection in client-side-protection (1), McAfee Total Protection in data-loss-prevention (1), McAfee Total Protection for DLP in data-loss-prevention (1), Medcurity in compliance-automation (1), Meet in video-conferencing (1), Melissa in data-quality-and-observability (1), MemeLab in digital-employee-experience (1), MemoryLane in process-mining (1), Mend.io, formerly WhiteSource in software-composition-analysis (1), Mendelson in managed-file-transfer (1), Meraki Systems Manager in network-access-control (1), Merhead in digital-employee-experience (1), Mermaid in enterprise-architecture-tools (1), MessageBird, now Bird in communications-apis (1), Meta Muse in enterprise-ai-assistants (1), Meta Muse for Small Business in enterprise-ai-assistants (1), MetaDefender MFT in managed-file-transfer (1), MetaMask Institutional in digital-employee-experience (1), Metabase interactive embedding in embedded-analytics (1), Metaustral in data-catalogs-and-governance (1), Metomorphic in insider-risk-management (1), MetricsWatch in data-quality-and-observability (1), Micro Focus (formerly ArcSight) ESM in siem-platforms (1), Micro Focus SMAX in it-service-management (1), Microblink in identity-verification (1), Microsoft 365 Admin Agent in microsoft-365-management (1), Microsoft 365 Admin app in microsoft-365-management (1), Microsoft 365 Archiving in communications-archiving-and-compliance (1), Microsoft 365 Built-in Retention in communications-archiving-and-compliance (1), Microsoft 365 Business Premium with Microsoft Defender in extended-detection-and-response (1), Microsoft 365 Business Premium with Microsoft Purview retention policies and eDiscovery in communications-archiving-and-compliance (1), Microsoft 365 Business Standard with Copilot in enterprise-ai-assistants (1), Microsoft 365 Compliance/Archiving in communications-archiving-and-compliance (1), Microsoft 365 Copilot admin controls in ai-governance-platforms (1), Microsoft 365 Native Archive (In-Place) in communications-archiving-and-compliance (1), Microsoft 365 Native Archiving in communications-archiving-and-compliance (1), Microsoft 365 Personal or Family in microsoft-365-management (1), Microsoft 365 Retention Policies in communications-archiving-and-compliance (1), Microsoft 365 admin centers in microsoft-365-management (1), Microsoft 365 admin centre in microsoft-365-management (1), Microsoft 365 audit logging in communications-archiving-and-compliance (1), Microsoft AD CS (Active Directory Certificate Services) in certificate-lifecycle-management (1), Microsoft AD/DNS in ddi-and-ipam (1), Microsoft AI Builder-based workflows in intelligent-document-processing (1), Microsoft Active Directory (AD) DNS and DHCP in ddi-and-ipam (1), Microsoft Authenticator App in multi-factor-authentication (1), Microsoft Azure Database in managed-relational-databases (1), Microsoft Azure Files/SharePoint in enterprise-storage-systems (1), Microsoft Azure Free Trial in ml-platforms (1), Microsoft Azure IoT in ot-and-iot-security (1), Microsoft BizTalk in edi-platforms (1), Microsoft Business Central in it-financial-management (1), Microsoft Citrix in virtual-desktops (1), Microsoft Clarity in error-and-crash-monitoring (1), Microsoft Clarity in website-and-synthetic-monitoring (1), Microsoft Dataverse + Power Platform in master-data-management (1), Microsoft Defender for Cloud Data Discovery in data-security-posture-management (1), Microsoft Defender for Endpoint Plan 1 in client-side-protection (1), Microsoft Dynamic Data Masking (DDM) in data-masking-and-test-data (1), Microsoft Dynamic Data Masking / Fabric DDM / SQL Server DDM in data-masking-and-test-data (1), Microsoft Dynamics 365 BC in it-financial-management (1), Microsoft Dynamics 365 Customer Insights in master-data-management (1), Microsoft Dynamics 365 ITSM in it-service-management (1), Microsoft Entra ID (formerly Azure AD) Admin Center in microsoft-365-management (1), Microsoft Entra ID Advanced Enterprise Tiers (P2 or Suite Upgrades) in workforce-identity-and-sso (1), Microsoft Entra ID Protection MFA in multi-factor-authentication (1), Microsoft Entra Identity Protection P1 in identity-threat-detection-and-response (1), Microsoft Entra Internet Access in sase-platforms (1), Microsoft Entra Security Defaults in multi-factor-authentication (1), Microsoft Entra Suite in non-human-identity-management (1), Microsoft Graph Explorer in microsoft-365-management (1), Microsoft ITDR in identity-threat-detection-and-response (1), Microsoft Information Protection in data-loss-prevention (1), Microsoft Integration Services in etl-and-elt (1), Microsoft Intune Suite in master-data-management (1), Microsoft Intune admin center in microsoft-365-management (1), Microsoft NPS with cloud RADIUS in network-access-control (1), Microsoft OneNote in it-documentation (1), Microsoft Planner in microsoft-365-management (1), Microsoft Planner & Tasks in Teams in microsoft-365-management (1), Microsoft Power Apps (Dataverse) in master-data-management (1), Microsoft Power Automate Process Advisor in process-mining (1), Microsoft Power Query in etl-and-elt (1), Microsoft PowerShell in microsoft-365-management (1), Microsoft PowerShell & Graph API Automation in microsoft-365-management (1), Microsoft Purview AI Hub in ai-governance-platforms (1), Microsoft Purview Compliance & Records Management in microsoft-365-management (1), Microsoft Purview Compliance Portal in insider-risk-management (1), Microsoft Purview compliance tools in microsoft-365-management (1), Microsoft Purview portal in microsoft-365-management (1), Microsoft R Open in ml-platforms (1), Microsoft SQL Server DDM in data-masking-and-test-data (1), Microsoft Security Copilot’s Alert Triage Agent in ai-soc-agents (1), Microsoft Sentinel SOAR via Logic Apps in soar-platforms (1), Microsoft Teams Training Manager in security-awareness-training (1), Microsoft Threat Intelligence in the Defender portal in threat-intelligence-platforms (1), Microsoft Windows Server IPAM in ddi-and-ipam (1), Microsoft document processing / Syntex in intelligent-document-processing (1), Microsoft identity-protection in identity-threat-detection-and-response (1), Microsoft's AI governance guidance in ai-governance-platforms (1), Microsoft's built-in DNS/DHCP in ddi-and-ipam (1), Microsoft's built-in Remote Desktop in remote-support-and-remote-access (1), Microsoft-aligned governance platforms in ai-governance-platforms (1), Microsoft-native admin center in microsoft-365-management (1), Microsoft-native tooling + lightweight monitoring in digital-employee-experience (1), Microsoft’s DevSecOps training guidance in secure-code-training (1), Microtronix in colocation-providers (1), Mimecast Brand Protect in digital-risk-protection (1), Mimecast Email & Collaboration Threat Protection in email-security (1), Mimica in process-mining (1), MinIO self-host in object-storage (1), MindStudio in ml-platforms (1), MindsDB in ml-platforms (1), MineOS in data-catalogs-and-governance (1), MiniOrange IGA in identity-governance (1), Mitigance in business-continuity-management (1), ModelCharter in ai-governance-platforms (1), Monday in enterprise-architecture-tools (1), Monday / ClickUp in workflow-orchestration (1), MongoDB with Time-Series Collection in time-series-databases (1), Montastic in website-and-synthetic-monitoring (1), Moodle in security-awareness-training (1), Morph in llm-gateways-and-observability (1), MorpheusData in data-security-posture-management (1), Mozilla Observatory in secure-code-training (1), Multilogin in enterprise-browsers (1), My AskAI in ai-it-support-agents (1), MyHosting.com in cloud-hosting (1), N-able EDR in endpoint-detection-and-response (1), NC Protect in data-security-posture-management (1), ND Labs in digital-employee-experience (1), NEAR Intents in digital-employee-experience (1), NETGEAR 10G models in data-center-networking (1), NETGEAR managed switches in data-center-networking (1), NETSCOUT Arbor DDoS Protection in ddos-protection (1), NGINX OSS in load-balancers (1), NIST 800-30 in cyber-risk-quantification (1), NIST CSF 2.0 in cyber-risk-quantification (1), NIST PRAM in cyber-risk-quantification (1), NIST's AI Risk Management Framework (AI RMF) in ai-governance-platforms (1), NOC.org in managed-dns (1), NVIDIA (formerly Pica8) with Cumulus Linux in data-center-networking (1), Naabu in attack-surface-management (1), Najar in saas-management-platforms (1), Namecheap Brand Monitor in digital-risk-protection (1), Native Cloud Security Groups & Network Security Groups (NSGs) in microsegmentation (1), Native DLP built into Microsoft 365 / Google Workspace in data-loss-prevention (1), Native PowerShell in microsoft-365-management (1), Native RDP (Windows Remote Desktop Protocol) in remote-support-and-remote-access (1), Native tools (AWS Cost Explorer, Azure Cost Management, GCP Billing) in cloud-cost-management (1), Nerdio’s managed Azure‑VDI in virtual-desktops (1), Nessus Vulnerability Scanner by Tenable in vulnerability-management-platforms (1), Nessus from Tenable in vulnerability-management-platforms (1), NetApp AFF A150 in enterprise-storage-systems (1), NetApp ASA (All-Flash SAN) or AFF C-Series in enterprise-storage-systems (1), NetApp FAS2750 in enterprise-storage-systems (1), NetApp entry-level FAS in enterprise-storage-systems (1), NetApp’s ASA/AFF A250/A300 lines in enterprise-storage-systems (1), NetCrunch in network-monitoring-and-management (1), NetFortris SD-WAN in sd-wan (1), Netcraft Threat Intelligence Platform in threat-intelligence-platforms (1), Netgate pfSense in next-generation-firewalls (1), Netgear GS108 in data-center-networking (1), Netgear GS724Tv4 Smart Managed Pro Switch in data-center-networking (1), Netgear GS752TXPv3 in data-center-networking (1), Netgear Nighthawk in next-generation-firewalls (1), Netgear ProSAFE XS712T in data-center-networking (1), Netgear ProSafe in microsegmentation (1), Netrality in colocation-providers (1), Netskope AI in ai-governance-platforms (1), Netskope One Platform in saas-security-posture-management (1), Netskope One Platform in sase-platforms (1), Netskope SkopeAI in ai-security-platforms (1), Netsurion in siem-platforms (1), Netwise in colocation-providers (1), Network Perception in ot-and-iot-security (1), Network Perception NP-View in ot-and-iot-security (1), Netwrix Access Analyzer in data-security-posture-management (1), Netzilo Enterprise Browser in enterprise-browsers (1), New Relic AI in aiops-platforms (1), New Relic's NRDB (New Relic Database) in telemetry-pipelines (1), Nexcess in cloud-hosting (1), Nexogy in business-phone-systems (1), Nexsan Unity in data-security-posture-management (1), Nexspence — Universal Artifact Repository Manager in artifact-and-container-registries (1), NextDNS for Business in dns-filtering (1), Nextcloud Talk in video-conferencing (1), Nexus Dashboard in data-center-networking (1), Nexus Repository Manager (OSS) in artifact-and-container-registries (1), Nexus switches in data-center-networking (1), Nexus v3+ in artifact-and-container-registries (1), Ninety in cyber-risk-quantification (1), NinjaOne MDM in unified-endpoint-management (1), Ninox in unified-endpoint-management (1), Nintex Process Platform in process-mining (1), Nlyte, now Carrier in data-center-infrastructure-management (1), Nobl in saas-management-platforms (1), Node-RED in robotic-process-automation (1), NodeBalancer from Linode/Akamai in load-balancers (1), NodePing in website-and-synthetic-monitoring (1), NodeSpace in colocation-providers (1), Noibu in website-and-synthetic-monitoring (1), Nokia SR Linux + EDA in data-center-networking (1), Nokia's Data Center Fabric solution in data-center-networking (1), Nomic Networks in threat-intelligence-platforms (1), NordLocker in managed-file-transfer (1), Nortal in ci-cd-platforms (1), Nortel in business-phone-systems (1), North in cloud-cost-management (1), Norton Internet Security in endpoint-protection (1), Norton Small Business Premium in endpoint-protection (1), Notifier in website-and-synthetic-monitoring (1), NowSecure AppSec Platform in application-shielding (1), Nozomi Cyber / BlueCat in enterprise-browsers (1), Nozomi Guardian in ot-and-iot-security (1), Ntiva in backup-and-disaster-recovery (1), Ntop in network-detection-and-response (1), Nudgesecurity in third-party-risk-management (1), NuoDB in nosql-databases (1), Nutshell in it-financial-management (1), Nvidia Spectrum in data-center-networking (1), Nyckel in ml-platforms (1), O365 Admin Center Plus (by JetStream) in microsoft-365-management (1), OCR.space in intelligent-document-processing (1), OCS Inventory Next Generation in it-asset-management (1), OFB-EZ (Open for Business-EZ) in business-continuity-management (1), OKX DEX in digital-employee-experience (1), ORDR AI Protect Platform in ot-and-iot-security (1), OT Cyber Direct Marketplace in ot-and-iot-security (1), OTForge in ot-and-iot-security (1), OTPLESS in multi-factor-authentication (1), OVH Cloud in managed-kubernetes-platforms (1), OVHcloud Managed Kubernetes in managed-kubernetes-platforms (1), OVHcloud Managed Kubernetes Service in managed-kubernetes-platforms (1), OWASP Nettacker in dynamic-application-security-testing (1), OWASP Security Training for SOC 2 in secure-code-training (1), OWASP Top 10 Proactive Controls in secure-code-training (1), OWASP Zed Attack Proxy (ZAP) in api-security-platforms (1), OWASP.org in secure-code-training (1), Oak in non-human-identity-management (1), Object Storage e2 in object-storage (1), ObjectiF RM in enterprise-architecture-tools (1), Obscuryn in digital-risk-protection (1), Observium Community Edition in network-monitoring-and-management (1), Obsium in managed-kubernetes-platforms (1), OcsInventory NG in it-asset-management (1), Octoparse AI in robotic-process-automation (1), Odoo Inventory in it-asset-management (1), Offensive360 - Secure Coding Fundamentals in secure-code-training (1), Okta Identity Threat Detection in identity-threat-detection-and-response (1), Older Broadcom/Symantec PAM hardware appliances in privileged-access-management (1), Older ESET products in endpoint-protection (1), Older Qualys WAS in dynamic-application-security-testing (1), Older Safari versions (pre-2023) in enterprise-browsers (1), Omnia Networks in sd-wan (1), On-Premise GitLab CE in source-control-hosting (1), OnCall in incident-management-and-on-call (1), OnSched in incident-management-and-on-call (1), One-Eye in edi-platforms (1), OneAccess in non-human-identity-management (1), OneSchema in digital-employee-experience (1), OneSpan's Mobile Security in application-shielding (1), OneTrust Third-Party Risk in third-party-risk-management (1), Oodrive in saas-security-posture-management (1), Ooma Office Phone in business-phone-systems (1), Open FAIR tools (e.g., browser-based calculators from iTechGuides or vCISO Lite bundles) in cyber-risk-quantification (1), Open Raven DSPM in data-security-posture-management (1), Open Source (Prometheus + Grafana) in application-performance-monitoring (1), Open-Source NGINX in load-balancers (1), Open-Source OpenTelemetry Collector in telemetry-pipelines (1), OpenAI Codex agents in ai-coding-assistants (1), OpenAI Dots in enterprise-ai-assistants (1), OpenCNAPP in cloud-native-application-protection (1), OpenCorporates API in identity-verification (1), OpenDNS (Cisco) - Home/Free Version in dns-filtering (1), OpenDNS Home versions in dns-filtering (1), OpenDQ Matrix360 in master-data-management (1), OpenDQ Matrix360 / OpenDQ in master-data-management (1), OpenEBS in enterprise-storage-systems (1), OpenFAIR / FAIR-U in cyber-risk-quantification (1), OpenLDAP in non-human-identity-management (1), OpenMetadata SaaS in data-catalogs-and-governance (1), OpenObserve Cloud in telemetry-pipelines (1), OpenOps in cloud-cost-management (1), OpenSSH's `sftp-server` in managed-file-transfer (1), OpenSearch Observability Stack in telemetry-pipelines (1), OpenSearch Security in data-security-posture-management (1), OpenSearch Security Analytics in aiops-platforms (1), OpenShift Network Policies in microsegmentation (1), OpenText Content Cloud in it-documentation (1), OpenText Cybersecurity in email-security (1), OpenText Documentum in communications-archiving-and-compliance (1), OpenText Fortify Software Security Center / Fortify SCA in static-application-security-testing (1), OpenText Intelligent Capture in intelligent-document-processing (1), OpenVAS Greenbone in vulnerability-management-platforms (1), OpenZiti's *llm-gateway* in llm-gateways-and-observability (1), Oppora in data-quality-and-observability (1), Oracle CPQ in cyber-risk-quantification (1), Oracle Cloud Infrastructure (OCI) Streaming with Kafka in streaming-platforms (1), Oracle Coherence in nosql-databases (1), Oracle E-Business Suite in it-financial-management (1), Oracle Enterprise Metadata Manager in data-catalogs-and-governance (1), Oracle Fusion Middleware MDM in master-data-management (1), Oracle Identity Cloud in customer-identity-and-access-management (1), Oracle OCI OKE in managed-kubernetes-platforms (1), Oracle SAP Concur in it-financial-management (1), Oracle Spatial in nosql-databases (1), OrbusSoftware iServer in enterprise-architecture-tools (1), Orchestrate in master-data-management (1), OrderSync in edi-platforms (1), Osmosis DEX in digital-employee-experience (1), Oso in static-application-security-testing (1), Ostorlab in application-shielding (1), Otto in client-side-protection (1), Ovalix in ai-security-platforms (1), PDF.ai in intelligent-document-processing (1), PLCscan in ot-and-iot-security (1), PMTk in process-mining (1), PST files in communications-archiving-and-compliance (1), PTG Pilot Program in breach-and-attack-simulation (1), PVS-Studio in static-application-security-testing (1), Paddle in enterprise-browsers (1), Paessler in network-monitoring-and-management (1), PagerDuty Cloud Cost in cloud-cost-management (1), PaladinVPN in proxy-networks (1), Palo Alto AI Access Security in ai-security-platforms (1), Palo Alto Networks Cortex XSOAR, formerly Demisto in soar-platforms (1), Palo Alto Networks IoT/OT in ot-and-iot-security (1), Palo Alto Networks Next-Generation Secure Browser in enterprise-browsers (1), Palo Alto Networks Next-Generation Trust Security in certificate-lifecycle-management (1), Palo Alto Networks PA-400 in next-generation-firewalls (1), Palo Alto Networks Prism Cloud in cloud-native-application-protection (1), Palo Alto Networks Prisma Browser For Business in enterprise-browsers (1), Palo Alto Networks Prisma SSPM in saas-security-posture-management (1), Palo Alto Networks VM series in next-generation-firewalls (1), Palo Alto Networks VM\u2011Series / Prisma in microsegmentation (1), Palo Alto Networks – Prisma Cloud in cloud-native-application-protection (1), Palo Alto Networks' Prisma Browser/Talon in enterprise-browsers (1), Palo Alto Networks’ enterprise browser solutions in enterprise-browsers (1), Palo Alto PA-400 series in next-generation-firewalls (1), Palo Alto Prisma Access ZTNA in zero-trust-network-access (1), Palo Alto's GlobalProtect in zero-trust-network-access (1), Palo Alto's Prisma Cloud/Cortex Cloud in cloud-native-application-protection (1), Palo Alto's Prisma/Cortex Cloud in cloud-native-application-protection (1), Panasonic KX-NS series in business-phone-systems (1), PancakeSwap on BSC in digital-employee-experience (1), Panda Dome Dark Web Monitoring in digital-risk-protection (1), Panda Security (WatchGuard) in endpoint-protection (1), Panoptica in cloud-native-application-protection (1), Paperless-ngx in intelligent-document-processing (1), Paperspace Core in ml-platforms (1), Parallels Virtuozzo in server-virtualization-platforms (1), Parashift in intelligent-document-processing (1), Parasoft in data-masking-and-test-data (1), Parsio in intelligent-document-processing (1), Partner/reseller support in microsoft-365-management (1), Passbolt Community Edition in non-human-identity-management (1), PathSolutions TotalView in network-monitoring-and-management (1), Patmos in colocation-providers (1), Paubox Email Archiving in communications-archiving-and-compliance (1), Pekshe in process-mining (1), Penpie Breach in digital-employee-experience (1), PentesterLab in secure-code-training (1), Perplexity's Comet in enterprise-ai-assistants (1), Perspective AI in enterprise-ai-assistants (1), Petronella Technology Group (PTG) in penetration-testing-as-a-service (1), Phase in secrets-management (1), Phin in security-awareness-training (1), Phished.ai in security-awareness-training (1), Phishing Box in security-awareness-training (1), Phishing Tackle in security-awareness-training (1), Picus Complete Security Validation in breach-and-attack-simulation (1), Pimcore Open Source MDM in master-data-management (1), Pinecone Free Tier in vector-databases (1), Pipedrive AI in enterprise-ai-assistants (1), Pipefy in workflow-orchestration (1), Pirsch in client-side-protection (1), Pixel Web Solutions in digital-employee-experience (1), Pkgly in artifact-and-container-registries (1), PlainProxies in proxy-networks (1), PlanGuru in it-financial-management (1), Planbox in enterprise-architecture-tools (1), PlanetScale Postgres in managed-relational-databases (1), Planview Solutions (Portfolio & Strategy) in enterprise-architecture-tools (1), Platform-Augmented CRQ (vCISO Lite) in cyber-risk-quantification (1), Platoya in ai-governance-platforms (1), Plesk in certificate-lifecycle-management (1), Plixer Scrutinizer in soar-platforms (1), PlugPay in digital-employee-experience (1), Pluralsight - Security Champion for Developers in secure-code-training (1), PlusAgents in ai-it-support-agents (1), Pneumatic Workflow in workflow-orchestration (1), Poirot in data-security-posture-management (1), Poly in business-phone-systems (1), Poncho in edi-platforms (1), PortSwigger labs in secure-code-training (1), Porta SFTP Server in managed-file-transfer (1), Portainer-managed Kubernetes in managed-kubernetes-platforms (1), Posidex in master-data-management (1), PostgreSQL on DigitalOcean/Manual VPS in managed-relational-databases (1), PostgreSQL or MySQL managed offerings in managed-relational-databases (1), PostgreSQL with JSONB columns in nosql-databases (1), PostgreSQL with `JSONB` in nosql-databases (1), PostgreSQL with cloud hosting in data-warehouses (1), Pound in load-balancers (1), Power Automate Desktop in workflow-orchestration (1), Power IQ DCIM Monitoring in data-center-infrastructure-management (1), Power Platform admin tools in microsoft-365-management (1), PowerShell scripts in microsoft-365-management (1), Pradeo RASP in application-shielding (1), Pradeo Security in application-shielding (1), Praetorian Chariot (Freemium) in attack-surface-management (1), PreEmptive Solutions in application-shielding (1), Precisely Data Catalog in data-catalogs-and-governance (1), Precursor Intelligence in threat-intelligence-platforms (1), Preparis Planner in business-continuity-management (1), Preparis RecoveryPlanner in business-continuity-management (1), Prescripta in data-masking-and-test-data (1), Prevalent Insider Threat in insider-risk-management (1), Prisma Secure Browser in enterprise-browsers (1), PrivacyScrubber in data-masking-and-test-data (1), ProM Tools in process-mining (1), ProProfs in it-documentation (1), ProcessGold / Microsoft Power Platform in process-mining (1), ProcessMaker Process Intelligence in process-mining (1), ProcessOn (Disco) in process-mining (1), Productive.io in it-financial-management (1), Profisee Master Data Management in master-data-management (1), Project in microsoft-365-management (1), Project Canarytokens in deception-technology (1), ProjectDiscovery Cloud in attack-surface-management (1), ProjectSend in managed-file-transfer (1), Prolaborate in enterprise-architecture-tools (1), Prompt Shields in ai-security-platforms (1), Proofpoint 365 Total Protection, formerly Proofpoint Essentials in email-security (1), Proofpoint Essentials Email Archive in communications-archiving-and-compliance (1), Proofpoint Essentials for Small Business in email-security (1), Proposify in cyber-risk-quantification (1), Prosopo (Procaptcha & Prosopo Protect) in bot-management (1), ProtectAI in ai-security-platforms (1), Protectimus in multi-factor-authentication (1), Protexxa Defender in identity-threat-detection-and-response (1), ProtonMail in client-side-protection (1), Prowler Open Source in cloud-security-posture-management (1), ProwlerPro in cloud-native-application-protection (1), Proxies.fo in proxy-networks (1), Proxy Store in proxy-networks (1), Proxy5.net in proxy-networks (1), Proxy6 in proxy-networks (1), ProxyElite in proxy-networks (1), ProxyGate in proxy-networks (1), ProxyRotator.com in proxy-networks (1), ProxySwag in proxy-networks (1), Proxymity in application-shielding (1), PubNub in streaming-platforms (1), Pulp in artifact-and-container-registries (1), Pure Data Fabric in enterprise-storage-systems (1), Pure Storage's high-end arrays in enterprise-storage-systems (1), PurpleSec Defiance XDR in extended-detection-and-response (1), Pushwoosh in microsegmentation (1), Pymetrics in ai-governance-platforms (1), Pyproxy.com in proxy-networks (1), Python + Selenium in robotic-process-automation (1), Python + scikit-learn in ml-platforms (1), Python/JMESPath Scripts in data-masking-and-test-data (1), QCecuring Free Tier in certificate-lifecycle-management (1), QEMU in server-virtualization-platforms (1), QFX in data-center-networking (1), QNAP Business NAS in enterprise-storage-systems (1), QNAP NAS in enterprise-storage-systems (1), QNAP TS-253D in enterprise-storage-systems (1), QNAP TS-451D2-4G in enterprise-storage-systems (1), QNAP TS-464 in enterprise-storage-systems (1), QNAP TS-464-8G in enterprise-storage-systems (1), QNAP TS-464C in enterprise-storage-systems (1), QNAP TS-x64 series in enterprise-storage-systems (1), QNAP TS-x73/TS-464 Series in enterprise-storage-systems (1), QNAP rackmount range in enterprise-storage-systems (1), QQ Browser in enterprise-browsers (1), QT9 QMS in compliance-automation (1), Qlik AutoML in ml-platforms (1), Qsan XCubeSAN XS3312D in enterprise-storage-systems (1), QualiWare X in enterprise-architecture-tools (1), Qualys CyberRisk Agent in cyber-risk-quantification (1), Qualys TruRisk in cyber-risk-quantification (1), Qualys VMS in vulnerability-management-platforms (1), Qualys Virtual Method Detection and Response (VMDR) in vulnerability-management-platforms (1), QuantifyMe in cyber-risk-quantification (1), Quantum Risk Discovery in cyber-risk-quantification (1), Quay's Clair in container-and-kubernetes-security (1), Quest Active Directory TDR in identity-threat-detection-and-response (1), Quest Identity Manager in identity-governance (1), Queue-it Virtual Waiting Room in bot-management (1), QuickBooks AI in ml-platforms (1), QuoteColo in colocation-providers (1), RADIUSaaS in network-access-control (1), RAV Online Security in enterprise-browsers (1), RDS Host in virtual-desktops (1), RSA Governance in identity-governance (1), RSA IGA in workforce-identity-and-sso (1), RSA Security Analytics in siem-platforms (1), RSA Services in threat-intelligence-platforms (1), Rabhost in cloud-hosting (1), Racksnet in data-center-networking (1), Ragas in ai-governance-platforms (1), Raiffeisenbank shielding in application-shielding (1), RansomLeak Training Application Security in secure-code-training (1), Rapid7 Command in attack-surface-management (1), Rapid7 IDR in siem-platforms (1), Rapid7 InsightVM's Container Security feature in container-and-kubernetes-security (1), Rapid7 Managed Digital Risk Protection in digital-risk-protection (1), Rapid7 Next-Gen SIEM in network-detection-and-response (1), Rapid7 Next-Gen SIEM / InsightIDR in network-detection-and-response (1), Rapid7 Penetration Testing Services in penetration-testing-as-a-service (1), Rapid7 – Nexpose / InsightVM in cloud-native-application-protection (1), Rapid7's broader Exposure Command in vulnerability-management-platforms (1), RapidRisk in cyber-risk-quantification (1), Raritan PX (now part of Legrand) in data-center-infrastructure-management (1), Ravenna in ai-it-support-agents (1), Raw Azure ARM Templates in infrastructure-as-code (1), Raw Azure Virtual Desktop (AVD) in virtual-desktops (1), Raw Envoy Proxy in api-gateways (1), Raw ModSecurity in web-application-firewalls (1), Raw NGINX (Free version) in load-balancers (1), Raw Windows RDP (Remote Desktop Protocol) in remote-support-and-remote-access (1), ReadMe.io in api-management (1), Ready.gov Business Continuity Plan Template in business-continuity-management (1), RealVNC On-Demand Assist in remote-support-and-remote-access (1), Realtime Database in nosql-databases (1), Recorded Future Brand Intelligence in digital-risk-protection (1), Recorded Future PassiveTotal (formerly RiskIQ) in threat-intelligence-platforms (1), RecoveryPlanner/RPX in business-continuity-management (1), Red Hat Data Virtualization in data-virtualization (1), Red Hat JBoss DV in data-virtualization (1), Red Hat OpenShift Kubernetes in managed-kubernetes-platforms (1), Red Hat Strimzi in streaming-platforms (1), Red Hat Teiid in data-virtualization (1), Red Sentry in penetration-testing-as-a-service (1), Red Sift Certificates Lite in certificate-lifecycle-management (1), Redact.ai in data-masking-and-test-data (1), Redis Cluster (advanced setups) in nosql-databases (1), Redis clusters in nosql-databases (1), Regroup Mass Notification in business-continuity-management (1), ReliaQuest Digital Shadows SearchLight in digital-risk-protection (1), Reltio Enterprise MDM in master-data-management (1), Remo in streaming-platforms (1), Remote Desktop Manager in remote-support-and-remote-access (1), Rendr in embedded-analytics (1), Replit Core in ai-coding-assistants (1), Reply.io (with Jason AI) in enterprise-ai-assistants (1), Request Tracker (RT) in it-service-management (1), ResilienceONE in business-continuity-management (1), Resurface Labs in attack-surface-management (1), Retain in communications-archiving-and-compliance (1), Retool Workflows in workflow-orchestration (1), RevealSec or AffordablePentesting in penetration-testing-as-a-service (1), Revelation EA in enterprise-architecture-tools (1), Revenera in master-data-management (1), Rho in it-financial-management (1), RhodeCode CE in source-control-hosting (1), RingCentral's Core Plan in business-phone-systems (1), Rippling Identity & Access Management in identity-governance (1), Risk Meridian in ai-governance-platforms (1), Risk Publishing in insider-risk-management (1), RiskLens Cyber Risk Quantification in cyber-risk-quantification (1), RiskProfiler - External Threat Exposure Management in attack-surface-management (1), RiskRate/NAVEX in third-party-risk-management (1), Riverside in video-conferencing (1), RoboForm Everywhere in business-password-managers (1), RoboForm for Teams in business-password-managers (1), Roboflow in ml-platforms (1), Route 66 in managed-dns (1), Ruff in static-application-security-testing (1), Runable in ai-it-support-agents (1), RustFS in object-storage (1), Ryukyu Anonymizer in data-masking-and-test-data (1), S5proxies.com in proxy-networks (1), SANS Developer Awareness in secure-code-training (1), SANS Institute - Developer Security Awareness Training in secure-code-training (1), SANS Institute's Developer Security Awareness Training in secure-code-training (1), SANS Institute's Hands-on Developer Security Training in secure-code-training (1), SANS OnDemand Courses in secure-code-training (1), SANS Securing Web Applications in secure-code-training (1), SAP API Management in api-management (1), SAP Asset Performance Management in application-performance-monitoring (1), SAP BTP Discovery Suite in process-mining (1), SAP BusinessObjects Data Services in etl-and-elt (1), SAP Concur in it-financial-management (1), SAP HANA Data Virtualization in data-virtualization (1), SAP Incident Manager in incident-management-and-on-call (1), SAS Data Governance in data-catalogs-and-governance (1), SCuBA in saas-security-posture-management (1), SFTP.com in managed-file-transfer (1), SFTPCloud.io in managed-file-transfer (1), SHG ITFM in it-financial-management (1), SKUDONET Community Edition in load-balancers (1), SOCRadar Essential in digital-risk-protection (1), SPDocKit in microsoft-365-management (1), SQL Server DDM in data-masking-and-test-data (1), SQLite Extensions in vector-databases (1), SSH.com in privileged-access-management (1), SSL Certificate Checker in certificate-lifecycle-management (1), SSL Manager in certificate-lifecycle-management (1), SSL.com Enterprise SSL Manager in certificate-lifecycle-management (1), SSL.com Manager in certificate-lifecycle-management (1), SaaOptics in saas-management-platforms (1), Saaslens in saas-management-platforms (1), Saddle Finance in digital-employee-experience (1), SafeMoon in digital-employee-experience (1), SafetyCulture – Bowtie / iAuditor continuity in business-continuity-management (1), SafetyCulture's Mitti in business-continuity-management (1), SageMaker Studio Lab in ml-platforms (1), SailPoint SaaS Management in saas-management-platforms (1), Salesforce CPQ in cyber-risk-quantification (1), Salesforce Customer 360 / Headless 360 Platform in customer-identity-and-access-management (1), Salesforce Data 360 (formerly Data Cloud) in data-catalogs-and-governance (1), Salesforce Data 360 / Data Cloud in data-catalogs-and-governance (1), Salesforce Platform (Salesforce Data Mask) in data-masking-and-test-data (1), Salesforce Revenue Cloud in cyber-risk-quantification (1), Salesforce Shield in data-catalogs-and-governance (1), Salesforce Small Business in it-financial-management (1), Salesforce Tableau (Tableau Embedded) in embedded-analytics (1), Salesforce native apps in data-quality-and-observability (1), Salted Security in certificate-lifecycle-management (1), Samsung (except DCS / Prostar) in business-phone-systems (1), Samsung DeX in digital-employee-experience (1), Saner in attack-surface-management (1), Saner Continuous Vulnerability and Exposure Management in attack-surface-management (1), Saner.io in attack-surface-management (1), Savo in enterprise-architecture-tools (1), Savviynt in identity-governance (1), Scalar in it-documentation (1), Scale HC3 in server-virtualization-platforms (1), ScaleGrid in managed-relational-databases (1), ScalePad ControlMap in compliance-automation (1), ScanReview in attack-surface-management (1), Schneider in data-center-infrastructure-management (1), Schneider Electric StruxureWare/Data Center Operation in data-center-infrastructure-management (1), Schneider Electric’s EcoStruxure in data-center-infrastructure-management (1), Scout Suite in cloud-native-application-protection (1), Scrapeless in proxy-networks (1), Scrapy in robotic-process-automation (1), ScriptPatrol in client-side-protection (1), Scrt Automation in cloud-security-posture-management (1), Scut Automation in compliance-automation (1), SecIron in application-shielding (1), SecOps Solution in vulnerability-management-platforms (1), Seceon Open Threat Management (OTM) Platform in ot-and-iot-security (1), Seclron in application-shielding (1), Secomea in ot-and-iot-security (1), Secret Server Free Edition in privileged-access-management (1), SecretHub in secrets-management (1), Secrets Manager / AWS Systems Manager Parameter Store in non-human-identity-management (1), Sectigo (formerly Comodo) – Certificate Manager in certificate-lifecycle-management (1), Secure Data in backup-and-disaster-recovery (1), SecureCodeCards in secure-code-training (1), SecureLayer7 in penetration-testing-as-a-service (1), Securemetrics Cyber Risk Quantification Community Edition in cyber-risk-quantification (1), Secureworks Taegis XDR in extended-detection-and-response (1), Security Checklist/Secure Score in saas-security-posture-management (1), Security Onion Community in network-detection-and-response (1), SecurityHQ in extended-detection-and-response (1), SecurityMetrics Shopping Cart Monitor in client-side-protection (1), SecurityOnion in siem-platforms (1), Self-Hosted (Grafana + Prometheus/Loki) in observability-platforms (1), Self-Hosted / Open-Source Apache Kafka in streaming-platforms (1), Self-Hosted Canary Tokens in deception-technology (1), Self-Hosted GitLab Registry in artifact-and-container-registries (1), Self-Hosted HashiCorp Vault in secrets-management (1), Self-Hosted Trino (formerly PrestoSQL) in data-virtualization (1), Self-Managed Confluent Platform in streaming-platforms (1), Self-Managed Graylog in siem-platforms (1), Self-Managed Wazuh in siem-platforms (1), Self-hosted Elastic (ELK) Stack in siem-platforms (1), Self-hosted Grafana Loki + Tempo + Mimir + Prometheus in observability-platforms (1), Self-hosted Graylog in log-management (1), Self-hosted InfluxDB OSS in time-series-databases (1), Self-hosted Kong / Kong Gateway in api-gateways (1), Self-hosted Loki in log-management (1), Self-hosted MinIO in object-storage (1), Self-hosted Unleash in feature-flags (1), Self-hosted or open-source SOAR in soar-platforms (1), Self-managed Apache Airflow in workflow-orchestration (1), Self-managed Elastic in observability-platforms (1), Self-managed Elastic Stack / ELK in log-management (1), Self-managed Elastic/ELK in log-management (1), Self-managed Kubernetes in managed-kubernetes-platforms (1), Self-managed MongoDB in nosql-databases (1), Self‑hosted ELK Stack (Elasticsearch + Logstash + Kibana) in telemetry-pipelines (1), Sematext Logs in log-management (1), Semgrep Community / free tier in static-application-security-testing (1), Semgrep's free AppSec Platform tier in static-application-security-testing (1), Semgrep's paid platform in static-application-security-testing (1), Semperis DSP in identity-threat-detection-and-response (1), SendAnywhere in managed-file-transfer (1), Sensfrx - Online Fraud Prevention in bot-management (1), Sensu Go in infrastructure-monitoring (1), SentinelOne Data Security in data-security-posture-management (1), SentinelOne Firewall Control in microsegmentation (1), SentinelOne ITDR in identity-threat-detection-and-response (1), SentinelOne Identity Threat Protection in identity-threat-detection-and-response (1), SentinelOne Managed Detection & Response in managed-detection-and-response (1), SentinelOne Singularity Edge in client-side-protection (1), SentinelOne Singularity Ranger AD in identity-threat-detection-and-response (1), SentinelOne Singularity SOAR in ai-soc-agents (1), SentinelOne Singularity SOAR in soar-platforms (1), SentinelOne with Purple AI in ai-security-platforms (1), SentinelOne with identity deception in deception-technology (1), SentinelOne's Singularity platform in endpoint-detection-and-response (1), SentinelSMB in ai-security-platforms (1), Sentry Free Tier in website-and-synthetic-monitoring (1), Sentry Software (MMDC Plugin) in data-center-infrastructure-management (1), Sequirly in ai-security-platforms (1), Serv-U in managed-file-transfer (1), Serv-U MFT (SolarWinds) in managed-file-transfer (1), ServerPronto in colocation-providers (1), ServiceNow AR System in enterprise-architecture-tools (1), ServiceNow EA Module in enterprise-architecture-tools (1), ServiceNow Flow in ai-it-support-agents (1), ServiceNow ITAM with Financial Modules in it-financial-management (1), ServiceNow ITFM add-ons in it-financial-management (1), ServiceNow Risk in cyber-risk-quantification (1), ServiceNow Risk/GRC (Integrated Risk Management) in grc-platforms (1), ServiceNow SaaS Management in saas-management-platforms (1), ServiceNow Workflow Designer in workflow-orchestration (1), ServiceNow's NHIM solution in non-human-identity-management (1), ServiceNow-style implementations in aiops-platforms (1), Setyi in it-financial-management (1), Shadow in virtual-desktops (1), Shamlatech in digital-employee-experience (1), SharePoint List in enterprise-architecture-tools (1), SharePoint Lists in enterprise-architecture-tools (1), SharePoint Server (On-Premise) in it-documentation (1), SharePoint admin controls in microsoft-365-management (1), SharePoint wiki pages in it-documentation (1), Shavlik Protect in patch-management (1), Shells Cloud PC in virtual-desktops (1), Shield in communications-archiving-and-compliance (1), ShieldVPN in proxy-networks (1), Shift Markets in digital-employee-experience (1), ShineVPN in proxy-networks (1), Shoutcast in streaming-platforms (1), Sideline in business-phone-systems (1), Siebel MDM in master-data-management (1), SigmaOS / SigNoz in infrastructure-monitoring (1), SignalFire in telemetry-pipelines (1), Siit.io in ai-it-support-agents (1), Silent Armor in attack-surface-management (1), Simple WebEDI Tools in edi-platforms (1), SimpleBackups in business-continuity-management (1), SimpliRisk in grc-platforms (1), Simplismart’s MLOps platform in ml-platforms (1), Simply IT in dns-filtering (1), Simulatable in data-masking-and-test-data (1), Single PostgreSQL database in data-warehouses (1), Sintra in enterprise-ai-assistants (1), Sirene in grc-platforms (1), Siri in enterprise-ai-assistants (1), Site24x7 Network Monitoring in network-monitoring-and-management (1), SiteMinder in customer-identity-and-access-management (1), Skudonet in load-balancers (1), SkySQL in managed-relational-databases (1), Skybotics in data-center-infrastructure-management (1), Skypher in third-party-risk-management (1), Slack workflows in incident-management-and-on-call (1), Slack’s built-in retention controls in communications-archiving-and-compliance (1), Slashdot in colocation-providers (1), Sleuth Kit Labs in ai-soc-agents (1), Smallstep CLI in certificate-lifecycle-management (1), Smallstep Community in certificate-lifecycle-management (1), Smarsh SMB archiving in communications-archiving-and-compliance (1), SmartBear AlertSite in website-and-synthetic-monitoring (1), SmartFTP in managed-file-transfer (1), Smarter SaaS 365 in microsoft-365-management (1), Snow Commander in it-asset-management (1), Snowflake federation in data-virtualization (1), Snowflake's Standard edition in data-warehouses (1), Snowplow Insights in master-data-management (1), Snyk AI Security Platform (incorporating Invariant Labs) in ai-security-platforms (1), Snyk API & Web (formerly Probely) in dynamic-application-security-testing (1), Snyk Code Team plan in static-application-security-testing (1), SoftExpert Suite in grc-platforms (1), Softcom in edi-platforms (1), Softr in internal-developer-portals (1), SolarView in remote-support-and-remote-access (1), SolarWinds DCIM in data-center-infrastructure-management (1), SolarWinds Free SFTP Server in managed-file-transfer (1), SolarWinds IT Incident Response in incident-management-and-on-call (1), SolarWinds Incident Response (formerly Squadcast) in incident-management-and-on-call (1), SolarWinds Log & Event Manager in aiops-platforms (1), SolarWinds N-Able in network-monitoring-and-management (1), SolarWinds N-able N-central in network-monitoring-and-management (1), Solarwinds Hybrid Cloud Observability in network-monitoring-and-management (1), Solstice Finance in digital-employee-experience (1), Solvo in non-human-identity-management (1), Somansa in data-loss-prevention (1), Somansa Cloud DLP in data-loss-prevention (1), Sonatype Cloud in artifact-and-container-registries (1), Sonatype Nexus Cloud in artifact-and-container-registries (1), Sonatype Nexus Repository Manager (OSS / Community Edition) in artifact-and-container-registries (1), SonicWall NSa 5650 in next-generation-firewalls (1), SonicWall SD-WAN in sd-wan (1), SonicWall SOHO Series in next-generation-firewalls (1), SonicWall TZ Gen 7 series in next-generation-firewalls (1), SonicWall TZ Gen 8 in next-generation-firewalls (1), SonicWall TZ350 in next-generation-firewalls (1), SonicWall TZ350 Series in next-generation-firewalls (1), SonicWall TZ370 in next-generation-firewalls (1), SonicWall TZ400/TZ600-generation appliances in next-generation-firewalls (1), Sonrai Security in cloud-security-posture-management (1), Sophos Cloud Optix in cloud-security-posture-management (1), Sophos Endpoint, optionally with Sophos MDR in endpoint-protection (1), Sophos Firewalls in next-generation-firewalls (1), Sophos Fusion ITDR in identity-threat-detection-and-response (1), Sophos Home in client-side-protection (1), Sophos Managed EDR in managed-detection-and-response (1), Sophos Professional Services in threat-intelligence-platforms (1), Sophos PureMessage in email-security (1), Sophos XG Firewall Series in next-generation-firewalls (1), Sophos XGS Gen. 2 in next-generation-firewalls (1), Soroco in process-mining (1), Soteria in enterprise-browsers (1), Sovereign honeypot in deception-technology (1), SpamTitan Cloud in email-security (1), SpectrumVoIP in business-phone-systems (1), SpendArk calculator in cloud-cost-management (1), SpendArk's free calculator in cloud-cost-management (1), SpendArk’s calculator in cloud-cost-management (1), Sphera in business-continuity-management (1), Spiceworks Network Monitor in network-monitoring-and-management (1), Spiceworks Zia / HelpDesk in it-service-management (1), SpiderFoot in digital-risk-protection (1), Spideroak ONE Business in backup-and-disaster-recovery (1), Spinbackup in microsoft-365-management (1), Splunk ES Security in extended-detection-and-response (1), Splunk Heavy Forwarders in telemetry-pipelines (1), Splunk Phantom (now Splunk SOAR) Community Edition in soar-platforms (1), Splunk Universal Forwarder + Splunk Cloud/Enterprise in telemetry-pipelines (1), SplunkOn-Call in incident-management-and-on-call (1), Sqreen in client-side-protection (1), Squarespace in managed-dns (1), Squid in proxy-networks (1), Stability AI in ml-platforms (1), Stacia in data-quality-and-observability (1), Stack in server-virtualization-platforms (1), StackAI in ai-governance-platforms (1), StackBob in saas-management-platforms (1), StackOne in workforce-identity-and-sso (1), Stamus in network-detection-and-response (1), Stamus Security Platform in network-detection-and-response (1), Standalone Microsoft Hyper-V Server in server-virtualization-platforms (1), Standalone Symantec/Broadcom Patch Management Solution in patch-management (1), Standalone Weaviate in vector-databases (1), Standard MySQL / PostgreSQL in time-series-databases (1), Star to Star in business-phone-systems (1), StarWind HCI in server-virtualization-platforms (1), StarWind Storage (XS Enterprise or VSA) in enterprise-storage-systems (1), StarWind Storage Appliance in enterprise-storage-systems (1), Start Hotspot in network-access-control (1), Startly in it-service-management (1), Statuspage.io in incident-management-and-on-call (1), Staxl (formerly Connectware) in edi-platforms (1), Stellar in network-detection-and-response (1), Sternum IoT in ot-and-iot-security (1), Sticky Password for Teams in business-password-managers (1), StingBox in deception-technology (1), Strac.io in data-security-posture-management (1), Stratoscale in cloud-security-posture-management (1), Stream (formerly GetStream) in communications-apis (1), StreamNative Cloud in streaming-platforms (1), StreamNative Serverless in streaming-platforms (1), Streamable in streaming-platforms (1), Studio 3T in nosql-databases (1), Stytch B2B in customer-identity-and-access-management (1), Sublime Email Security Platform in email-security (1), Sucuri Website Security Platform in web-application-firewalls (1), Suite in workflow-orchestration (1), SuiteDash in it-financial-management (1), Summit in colocation-providers (1), Sun Identity Manager in identity-governance (1), Supabase pgvector in vector-databases (1), Supabase's pgvector in vector-databases (1), Super.AI in intelligent-document-processing (1), SuperAnnotate in ml-platforms (1), SuperOps.ms in remote-monitoring-and-management (1), Supremo in remote-support-and-remote-access (1), Surf Browser in enterprise-browsers (1), Surfshark in dns-filtering (1), Suvoda in business-continuity-management (1), SwiftShield in application-shielding (1), Switchboard in digital-employee-experience (1), Symantec Bluecoat in network-detection-and-response (1), Symantec EDR hardware appliances (SEDR S550) in endpoint-detection-and-response (1), Symantec Endpoint Protection (SEP) 12.x in endpoint-protection (1), Symmetry Systems DataGuard in data-security-posture-management (1), Synnaps in penetration-testing-as-a-service (1), Synology Active Backup for Microsoft 365 in backup-and-disaster-recovery (1), Synology DS1522+ in enterprise-storage-systems (1), Synology DS225+ in enterprise-storage-systems (1), Synology DS2422+ in enterprise-storage-systems (1), Synology DS925+ in enterprise-storage-systems (1), Synology DiskStation DS920+ / DS1525+ in enterprise-storage-systems (1), Synology DiskStation DS925+ in enterprise-storage-systems (1), Synology DiskStation Series in enterprise-storage-systems (1), Synology Enterprise Series in enterprise-storage-systems (1), Synology FS3600 in enterprise-storage-systems (1), Synology NAS with cloud sync in backup-and-disaster-recovery (1), Synology RackStation or DiskStation (business tier) in enterprise-storage-systems (1), Synology SA6400 in enterprise-storage-systems (1), Synology UC3400 in enterprise-storage-systems (1), Synthesys.io in data-masking-and-test-data (1), TIBCO EMS in streaming-platforms (1), TINCheck in compliance-automation (1), TLS Connect by GMO in certificate-lifecycle-management (1), TOSIBOX in ot-and-iot-security (1), TOWER in enterprise-architecture-tools (1), TP-Link Home in next-generation-firewalls (1), TP-Link Managed Switches in data-center-networking (1), TP-Link Omada TL-SG2008 in data-center-networking (1), TPLink in data-center-networking (1), Tableau Server (On-Premise versions) in data-warehouses (1), TailorTalk in ai-it-support-agents (1), Tally in digital-employee-experience (1), TallyPrime in it-financial-management (1), Talon WorkBrowser in enterprise-browsers (1), Talsec Free RASP in application-shielding (1), Talsec RASP+ in application-shielding (1), Tandem in business-continuity-management (1), Taskade in workflow-orchestration (1), TeachMeHIPAA in security-awareness-training (1), TeamViewer Remote Access in remote-support-and-remote-access (1), TeamViewer Remote Management in remote-monitoring-and-management (1), Teams Admin in microsoft-365-management (1), Teams Manager in microsoft-365-management (1), Teams Starter Pack in business-password-managers (1), Teams via M365 in communications-archiving-and-compliance (1), Tecalis Authentication in multi-factor-authentication (1), Technitium DNS (with Integrated DHCP) in ddi-and-ipam (1), TekStack in it-financial-management (1), TeleMessage-derived mobile archiving (now documented by Smarsh as Capture Mobile) in communications-archiving-and-compliance (1), Telegram in video-conferencing (1), Telepoint Sofia in colocation-providers (1), Telnyx Cloud Storage in object-storage (1), Telzio in business-phone-systems (1), Tenable Eureka in data-security-posture-management (1), Tenable Legacy Container Security in container-and-kubernetes-security (1), Tenable OT vulnerability management in ot-and-iot-security (1), Tenable One Cloud Exposure in attack-surface-management (1), Tenable container security offerings in container-and-kubernetes-security (1), Tenable.ad in identity-threat-detection-and-response (1), Tenable.io Network Control in microsegmentation (1), Tenable.sc in vulnerability-management-platforms (1), Tencent Kubernetes Service (TKE) in managed-kubernetes-platforms (1), Teradata's Data Fabric Platform in data-virtualization (1), Terraform using HCP Terraform's Free plan in infrastructure-as-code (1), Tesseract in intelligent-document-processing (1), TestCaseLab in data-masking-and-test-data (1), TestMu (LambdaTest) in data-masking-and-test-data (1), Tettra's Kai in enterprise-ai-assistants (1), Text Request in communications-apis (1), Textbelt in communications-apis (1), Tggl in feature-flags (1), Thales SafeNet in workforce-identity-and-sso (1), The Barracuda Load Balancer ADC in load-balancers (1), The Compliancy Group in compliance-automation (1), The Grafana Stack (Prometheus + Loki) in telemetry-pipelines (1), The KYB in identity-verification (1), The Linux Foundation & OpenSSF: LFD121 ("Developing Secure Software") in secure-code-training (1), The old AzureAD and MSOnline PowerShell modules in microsoft-365-management (1), TheSocialProxy in proxy-networks (1), ThinPrint in virtual-desktops (1), Thinkst Canarytokens in deception-technology (1), ThomaSoft / Zight in multi-factor-authentication (1), Thomson Reuters Document Intelligence in intelligent-document-processing (1), ThreatCanvas in secure-code-training (1), ThreatDefence in extended-detection-and-response (1), ThreatHarvest in digital-risk-protection (1), ThreatLocker Network Control in microsegmentation (1), ThreatMetrix in digital-risk-protection (1), ThreatQ in threat-intelligence-platforms (1), ThreatSim in breach-and-attack-simulation (1), Thru Inc. in managed-file-transfer (1), TigerIdentity in non-human-identity-management (1), Tigera Calico in data-center-networking (1), Tigera Calico in microsegmentation (1), TimStreams in streaming-platforms (1), TimeChamp in insider-risk-management (1), TimescaleDB Cloud in time-series-databases (1), TimescaleDB Community Edition in time-series-databases (1), Tintri in enterprise-storage-systems (1), TinyPNG image CDN in content-delivery-networks (1), TinyProxy in proxy-networks (1), Titan in managed-file-transfer (1), Titan in multi-factor-authentication (1), Toad in data-virtualization (1), Todyl MXDR in managed-detection-and-response (1), Todyl Security Platform in sase-platforms (1), Token360 in llm-gateways-and-observability (1), TokenTimer in certificate-lifecycle-management (1), Tonic.ai – Fabricate in data-masking-and-test-data (1), ToolJet in internal-developer-portals (1), TopSpin Security in deception-technology (1), Toshiba CTX (28, 100, 670) in business-phone-systems (1), Tosi Platform in ot-and-iot-security (1), Total Assure in ai-soc-agents (1), TrackRite in it-asset-management (1), Traditional Infoblox NIOS appliances in ddi-and-ipam (1), Traditional PostgreSQL in time-series-databases (1), Traefik Hub API Gateway in api-gateways (1), Traefik Hub API Management in api-management (1), Trainual in it-documentation (1), TransparIA in ai-governance-platforms (1), Traxxas in edi-platforms (1), Trello in microsoft-365-management (1), Trello boards in it-documentation (1), Trend Micro Apex One or Vision One in endpoint-protection (1), Trend Micro Deep Security/Apex One in endpoint-detection-and-response (1), Trend Micro Integrated DLP in data-loss-prevention (1), Trend Micro OfficeScan in endpoint-detection-and-response (1), Trilight Security in penetration-testing-as-a-service (1), TrioMDM in microsoft-365-management (1), Tripwires in deception-technology (1), Triton DataCenter in cloud-hosting (1), Troop Messenger in communications-apis (1), TruGrid in virtual-desktops (1), Trulioo KYC Documents in identity-verification (1), Trullion in identity-verification (1), Trustwave SIEM Enterprise (Legacy) in siem-platforms (1), Trustwave TrustNet in certificate-lifecycle-management (1), Trylon Gateway in ai-security-platforms (1), Tuple in video-conferencing (1), TurboEA in enterprise-architecture-tools (1), Turnium in sd-wan (1), Turnium SD-WAN in sd-wan (1), Twig in ai-it-support-agents (1), Twilio Studio in communications-apis (1), Tyk Community Edition in api-gateways (1), Tyk Self-Managed in api-gateways (1), Typeform in digital-employee-experience (1), UC Browser in enterprise-browsers (1), UGREEN DXP2800 in enterprise-storage-systems (1), USU ITFM in it-financial-management (1), UTunnel VPN and ZTNA in sase-platforms (1), Ubiquiti EdgeSwitch in data-center-networking (1), Ubiquiti Networks in data-center-networking (1), Ubiquiti UDM-Pro / UDM-SE in microsegmentation (1), Ubiquiti UniFi Cloud Gateway Max or Dream Machine Pro (UDM Pro) in next-generation-firewalls (1), Ubiquiti UniFi Controller in network-monitoring-and-management (1), Ubiquiti UniFi Network in network-monitoring-and-management (1), Ubiquiti UniFi Pro Aggregation (USW-Pro-Aggregation) in data-center-networking (1), Ubiquiti UniFi Switch in data-center-networking (1), Ubiquiti UniFi Switch 24 PoE in data-center-networking (1), Udentify in identity-verification (1), UiPath Agentic Automation in intelligent-document-processing (1), UiPath Agentic Automation / UiPath Platform in intelligent-document-processing (1), UnderDefense MAXI MDR in network-detection-and-response (1), UniFi Dream Machine in next-generation-firewalls (1), UniFi Network (Ubiquiti) in network-monitoring-and-management (1), UniFi Network Controller in network-monitoring-and-management (1), Unisys Stealth in microsegmentation (1), Unity NV6000 in enterprise-storage-systems (1), Unleash self-hosted OSS route in feature-flags (1), Unstructured in intelligent-document-processing (1), UpGuard Breach Risk Self-Service in attack-surface-management (1), UpLead in data-quality-and-observability (1), Upptime in website-and-synthetic-monitoring (1), Uptime-Robot in aiops-platforms (1), UptimeRobot Solo in website-and-synthetic-monitoring (1), Uptycs CNAPP in cloud-native-application-protection (1), UsePylon in it-documentation (1), VCompliance in grc-platforms (1), VIPRE Endpoint Security in endpoint-protection (1), VLAN-based segmentation in microsegmentation (1), VLANs on Managed Switches in microsegmentation (1), VLANs, firewall rules, and identity-based access in microsegmentation (1), VMware Aria (formerly CloudHealth) in cloud-cost-management (1), VMware Bespoke in remote-support-and-remote-access (1), VMware Broadband in sd-wan (1), VMware Cloud Foundation Networking in data-center-networking (1), VMware Cloud Foundation on Dell VxRail in server-virtualization-platforms (1), VMware Helix in siem-platforms (1), VMware NSX Advanced Load Balancer in microsegmentation (1), VMware NSX or VeloCloud in sase-platforms (1), VMware Omnissa Workspace ONE in unified-endpoint-management (1), VMware SD- in sd-wan (1), VMware Site Recovery Manager in business-continuity-management (1), VMware vSphere 7 or older in server-virtualization-platforms (1), VMware vSphere Hypervisor (ESXi) in server-virtualization-platforms (1), VS Code Built-in AI (AI Copilot/Agent) in ai-coding-assistants (1), VSHN in managed-kubernetes-platforms (1), Vade Secure in ai-security-platforms (1), Vade for M365 / Hornetsecurity in email-security (1), Valohai in ml-platforms (1), Vantage.sh in it-financial-management (1), Vantree in edi-platforms (1), Vantree Systems in edi-platforms (1), Vapor IO in colocation-providers (1), Varonis One in data-security-posture-management (1), Varonis Platform in data-security-posture-management (1), Varonis Platform in identity-threat-detection-and-response (1), Varonis Platform in insider-risk-management (1), Varonis Platform in saas-security-posture-management (1), Vault Cloud in secrets-management (1), Vectra AI NDR in network-detection-and-response (1), Vectra AI Platform in ai-security-platforms (1), Vectra AI Platform in network-detection-and-response (1), Vectra AI Platform (ITDR Starter) in identity-threat-detection-and-response (1), Veeam Availability Suite in backup-and-disaster-recovery (1), Velneo in nosql-databases (1), VeloxNet in network-detection-and-response (1), Velum Privacy in data-masking-and-test-data (1), VendorAuditly in third-party-risk-management (1), VendorRisk in third-party-risk-management (1), Venntel in proxy-networks (1), Veracode Developer Enablement eLearning in secure-code-training (1), Veracode Developers Training in secure-code-training (1), Veracode Runtime in application-shielding (1), Veracode SOSS in static-application-security-testing (1), Veracode's Developers Training in secure-code-training (1), Vercel AI Stack in ml-platforms (1), Vercel BotID in bot-management (1), Vercel DNS in managed-dns (1), Vercel WAF in web-application-firewalls (1), Veriff self-serve in identity-verification (1), Verimatrix Shielding in application-shielding (1), Verint in communications-archiving-and-compliance (1), Verizon DNS Safeguard in dns-filtering (1), Verizon EdgeCast in content-delivery-networks (1), Versa FlexVNF in sd-wan (1), Versionista in website-and-synthetic-monitoring (1), Vertex AI on Google Cloud in ml-platforms (1), Vertiv Liebert InRow in data-center-infrastructure-management (1), Vertiv’s Trellis quick-start / Vertiv Environet Alert in data-center-infrastructure-management (1), Victoria Metrics in infrastructure-monitoring (1), VictoriaMetrics single-node in time-series-databases (1), Vigilance in managed-detection-and-response (1), Viropay in saas-management-platforms (1), Virto Kanban Board in microsoft-365-management (1), Virtuoso in data-virtualization (1), VirusTotal Community Edition in threat-intelligence-platforms (1), Vital in client-side-protection (1), Vitria in aiops-platforms (1), Vivantio in it-service-management (1), Vocalink in business-phone-systems (1), Voiceflow in bot-management (1), Volexity / Censys in penetration-testing-as-a-service (1), Volico Data Centers in colocation-providers (1), Vonage Business Phone Systems in business-phone-systems (1), Vonage for Home in business-phone-systems (1), Vonage — formerly Nexmo in communications-apis (1), VulnLearn in secure-code-training (1), Vultr Load Balancer in load-balancers (1), Vultr Managed Database in managed-relational-databases (1), Vynox Security PTaaS in penetration-testing-as-a-service (1), WSO2 enterprise editions in api-management (1), WULF in patch-management (1), Wacolo / Quincy WA in colocation-providers (1), Wallarm API Firewall (Open Source) in api-security-platforms (1), Warden.io in container-and-kubernetes-security (1), WarpStream, now Confluent in streaming-platforms (1), WatchGuard Endpoint Security in endpoint-protection (1), WatchGuard Firebox T25 or T45 in next-generation-firewalls (1), WatchGuard Firebox T40/T-series in next-generation-firewalls (1), WatchGuard Firebox T40/T40-W in next-generation-firewalls (1), WatchGuard T35 in next-generation-firewalls (1), WatchGuard Total NDR in network-detection-and-response (1), Wave Browser in enterprise-browsers (1), Wazuh Mobius (Beta) in ai-soc-agents (1), Weaviate Cloud Flex in vector-databases (1), Weaviate managed in vector-databases (1), Web Hosting Hub in cloud-hosting (1), WebGuard in ai-security-platforms (1), WebNX in colocation-providers (1), WebNavigator in enterprise-browsers (1), WebServersDirect in colocation-providers (1), Webair in colocation-providers (1), Webroot DNS Web Filtering in dns-filtering (1), Webroot SecureAnywhere in client-side-protection (1), Webroot Threat Intelligence in threat-intelligence-platforms (1), Webshare.io in proxy-networks (1), Webz.io in proxy-networks (1), Weights & Biases (W&B) / W&B Weave in ml-platforms (1), Whistic Assess in third-party-risk-management (1), White Box + SONiC in data-center-networking (1), Win-ACME in certificate-lifecycle-management (1), Windows 11 Pro in patch-management (1), Windows 11 Pro or Enterprise in patch-management (1), Windows Autopilot in microsoft-365-management (1), Windows Backup in backup-and-disaster-recovery (1), Windows Firewall in microsegmentation (1), Windows Firewall / iptables + Group Policy in microsegmentation (1), Windows LAPS + Microsoft Entra Privileged Identity Management in privileged-access-management (1), Windows NLB in load-balancers (1), Windows Network Monitor (NetMon) in network-monitoring-and-management (1), Windows Package Manager (WinGet) in patch-management (1), Windows Remote Desktop in remote-support-and-remote-access (1), Windows Server in ddi-and-ipam (1), Windows Server DNS/DHCP in ddi-and-ipam (1), Windows Server roles in ddi-and-ipam (1), Windstream SD-WAN in sd-wan (1), WithSecure Elements Vulnerability Management in vulnerability-management-platforms (1), Wiz AI-APP / AI-SPM in ai-security-platforms (1), Wiz AI-APP / Orca Security in ai-security-platforms (1), Wiz Essential in data-security-posture-management (1), Wiz Go in cloud-security-posture-management (1), Wizer Training in security-awareness-training (1), WooFi in digital-employee-experience (1), Word and Excel in business-continuity-management (1), Word documents in it-documentation (1), Wordfence's Cloud WAF in web-application-firewalls (1), WorkSpaces in virtual-desktops (1), Workativ Assistant in ai-it-support-agents (1), Workfront in compliance-automation (1), Workfusion Express in robotic-process-automation (1), Workload Identity Federation in non-human-identity-management (1), Workwize in it-asset-management (1), Wowza Streaming Engine in streaming-platforms (1), Wring in cloud-cost-management (1), X-Byte in proxy-networks (1), XORCISM in cyber-risk-quantification (1), XProtect in client-side-protection (1), Xano in incident-management-and-on-call (1), Xeams in email-security (1), Xfinity in network-access-control (1), Y42 in etl-and-elt (1), YARA in data-security-posture-management (1), Yealink in business-phone-systems (1), Yearn Finance in digital-employee-experience (1), YesWeHack in penetration-testing-as-a-service (1), YeshID in workforce-identity-and-sso (1), Your existing code-hosting platform's package registry in artifact-and-container-registries (1), ZFS in enterprise-storage-systems (1), ZL Unified in communications-archiving-and-compliance (1), ZL Unified Archive in communications-archiving-and-compliance (1), ZPA in zero-trust-network-access (1), Zapier AI agents in ai-it-support-agents (1), Zapier Agents in ai-it-support-agents (1), Zapier Central in intelligent-document-processing (1), Zapper in digital-employee-experience (1), Zazz in backup-and-disaster-recovery (1), Zendesk Support Suite in it-service-management (1), Zenphi in workflow-orchestration (1), ZeroFox Foundation Bundle in digital-risk-protection (1), ZeroTouch / ZeroFox in digital-risk-protection (1), Zerto Virtual Replication in backup-and-disaster-recovery (1), ZigiWave in digital-employee-experience (1), Zilla in workforce-identity-and-sso (1), Zim Wiki in it-documentation (1), Zivver in microsoft-365-management (1), Zix Archiving in communications-archiving-and-compliance (1), Zmanda in business-continuity-management (1), Zoho Desk Zia in ai-it-support-agents (1), Zoho People in digital-employee-experience (1), Zoho Webinar in streaming-platforms (1), Zoom Free Plan in video-conferencing (1), Zscaler AI in ai-governance-platforms (1), Zscaler Cloud Workload Segmentation in microsegmentation (1), Zscaler Data Security Posture Management (DSPM) in data-security-posture-management (1), Zscular in extended-detection-and-response (1), Zyphe in identity-verification (1), `dlt` (Data Load Tool) in etl-and-elt (1), abcproxy.com in proxy-networks (1), accoMASTERDATA in master-data-management (1), agorum core in intelligent-document-processing (1), bitwarden.com in business-password-managers (1), built-in AWS/Azure/GCP CSPM tools in cloud-security-posture-management (1), built-in Windows Update in patch-management (1), cargo audit in software-composition-analysis (1), certimate in certificate-lifecycle-management (1), cloud IAM primitives in AWS/GCP in non-human-identity-management (1), cside PCI Shield in client-side-protection (1), custom (Faker libs) in data-masking-and-test-data (1), custom-built Proxmox VDI environments in virtual-desktops (1), custom-on-Bedrock / self-host in enterprise-ai-assistants (1), data-privacy-stack/presidio in data-masking-and-test-data (1), dbt documentation in data-catalogs-and-governance (1), default M365 Exchange Online Protection in email-security (1), dep-scan in software-composition-analysis (1), dichvusocks.us in proxy-networks (1), dnsmasq in ddi-and-ipam (1), docker.io (Docker Hub) in artifact-and-container-registries (1), eNom in managed-dns (1), eZCom Lingo in edi-platforms (1), eZCom Software - Lingo in edi-platforms (1), fixturize in data-masking-and-test-data (1), fluent-bit in telemetry-pipelines (1), govulncheck in software-composition-analysis (1), gtools.pro in microsoft-365-management (1), iDox.ai Guardrail in data-masking-and-test-data (1), iDrive Personal in backup-and-disaster-recovery (1), iMask™ Dynamic Data Masking in data-masking-and-test-data (1), iRexta US in colocation-providers (1), iWeb Scraping Services in proxy-networks (1), iXsystems (TrueNAS) in enterprise-storage-systems (1), inFlow in it-asset-management (1), iptables in microsegmentation (1), kraloveckey/threat-intelligence-feeds in threat-intelligence-platforms (1), kube‑bench in container-and-kubernetes-security (1), kube‑hunter in container-and-kubernetes-security (1), libdmg in data-masking-and-test-data (1), libvirt/KVM in server-virtualization-platforms (1), macOS in patch-management (1), monday.com service modules in incident-management-and-on-call (1), mySwap in digital-employee-experience (1), native Slack Pro in communications-archiving-and-compliance (1), netinsight in it-financial-management (1), new-api in llm-gateways-and-observability (1), nftables in microsegmentation (1), npm public registry in artifact-and-container-registries (1), npmjs.org in artifact-and-container-registries (1), one-api in llm-gateways-and-observability (1), open-source tools + cheap cloud compute in ml-platforms (1), openQRM in data-center-networking (1), osapiens in third-party-risk-management (1), pCloud Sync in managed-file-transfer (1), pgcrypto in data-masking-and-test-data (1), pi.dev in ai-coding-assistants (1), pip-audit in software-composition-analysis (1), plain PostgreSQL in time-series-databases (1), proxy Network Load Balancer in load-balancers (1), proxywing.com in proxy-networks (1), raw Kasm Workspaces in virtual-desktops (1), security center in microsoft-365-management (1), self-hosted Elastic (ELK) / OpenSearch in log-management (1), self-hosted Wazuh in siem-platforms (1), seven in communications-apis (1), tenfold Security in identity-governance (1), theHarvester in threat-intelligence-platforms (1), traditional Fortify configurations in static-application-security-testing (1), vCenter Essentials in server-virtualization-platforms (1), vSAN in enterprise-storage-systems (1), viaSocket in workflow-orchestration (1), zShield in application-shielding (1), zShield/DoveRunner in application-shielding (1) Excluded by rule, 11 labels not scored: Dupple (4; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), ZipDo (2; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Axis Intelligence (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Expert Insights (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), SD-WAN solutions by Gitnux (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), World Metrics (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks), Zipdo (1; a publisher of software roundups and rankings, cited as a source and named as if it were a product; it sells nothing it ranks) Category-scoped resolutions, 7138 labels. A bare vendor name was read as that vendor's product for the asked category, which assigns specificity the model did not write; each one is listed so the assumption is visible: Zoom in video-conferencing read as Zoom Workplace (68), Datadog in application-performance-monitoring read as Datadog APM (64), DigitalOcean in cloud-hosting read as DigitalOcean Droplets (58), Datadog in log-management read as Datadog Log Management (55), Grafana Cloud in observability-platforms read as Grafana (55), Celonis in process-mining read as Celonis Process Intelligence Platform (54), Huntress in managed-detection-and-response read as Huntress Managed EDR (50), Illumio in microsegmentation read as Illumio Segmentation (48), Recorded Future in threat-intelligence-platforms read as Recorded Future Intelligence Cloud (48), TrueCommerce in edi-platforms read as TrueCommerce EDI (48), CyberArk in privileged-access-management read as CyberArk Privileged Access Manager (47), Wasabi in object-storage read as Wasabi Object Storage (47), Cloudflare in managed-dns read as Cloudflare DNS (46), Okta in workforce-identity-and-sso read as Okta Workforce Identity (46), Profisee in master-data-management read as Profisee MDM (45), Picus Security in breach-and-attack-simulation read as Picus Security Validation Platform (44), NinjaOne in patch-management read as NinjaOne Autonomous Patch Management (43), PostHog in feature-flags read as PostHog Feature Flags (43), SailPoint in identity-governance read as SailPoint Identity Security Cloud (42), Snyk in software-composition-analysis read as Snyk Open Source (42), Island in enterprise-browsers read as Island Enterprise Browser (39), AWS in cloud-hosting read as Amazon Web Services (38), Smarsh in communications-archiving-and-compliance read as Smarsh Enterprise Archive (38), Splashtop in remote-support-and-remote-access read as Splashtop Remote Support (36), Snyk in container-and-kubernetes-security read as Snyk Container (35), Mimecast in email-security read as Mimecast Email Security (33), ServiceNow in it-service-management read as ServiceNow ITSM (33), Zscaler in sase-platforms read as Zscaler Zero Trust Exchange (33), Cisco Meraki in sd-wan read as Cisco Meraki SD-WAN (32), Claroty in ot-and-iot-security read as Claroty xDome (32), Kong in api-gateways read as Kong Gateway (32), MongoDB Atlas in nosql-databases read as MongoDB (32), Varonis in data-security-posture-management read as Varonis Data Security Platform (31), Veracode in static-application-security-testing read as Veracode Static Analysis (31), Vonage in communications-apis read as Vonage Communications APIs (31), AtroCore in master-data-management read as AtroCore MDM (30), SAP Signavio in process-mining read as SAP Signavio Process Intelligence (30), Saviynt in identity-governance read as Saviynt Enterprise Identity Cloud (30), Cloudflare in web-application-firewalls read as Cloudflare WAF (29), Databricks in ml-platforms read as Databricks Mosaic AI (29), Keeper in business-password-managers read as Keeper Security (29), Nozomi Networks in ot-and-iot-security read as Nozomi Networks Guardian (29), Veeam in backup-and-disaster-recovery read as Veeam Data Platform (29), Dragos in ot-and-iot-security read as Dragos Platform (28), Okta in multi-factor-authentication read as Okta Verify (28), Proofpoint Essentials in email-security read as Proofpoint Email Protection (28), Checkmarx in static-application-security-testing read as Checkmarx One (27), Zero Networks in microsegmentation read as Zero Networks Segment (27), Arctic Wolf in managed-detection-and-response read as Arctic Wolf Managed Detection and Response (26), Attaxion in attack-surface-management read as Attaxion (26), Akamai Guardicore in microsegmentation read as Akamai Guardicore Segmentation (25), Cloudflare in bot-management read as Cloudflare Bot Management (25), CrowdStrike Falcon in endpoint-detection-and-response read as CrowdStrike Falcon Insight (25), Huntress in identity-threat-detection-and-response read as Huntress Managed ITDR (25), Imperva in ddos-protection read as Imperva DDoS Protection (25), Kong in api-management read as Kong Gateway (25), Informatica in master-data-management read as Informatica MDM (24), Jscrambler in client-side-protection read as Jscrambler Webpage Integrity (24), New Relic in website-and-synthetic-monitoring read as New Relic Synthetics (24), OneTrust in third-party-risk-management read as OneTrust Third-Party Risk Management (23), Portnox in network-access-control read as Portnox Cloud (23), Proofpoint in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (23), Imperva in web-application-firewalls read as Imperva Cloud WAF (22), Silverfort in identity-threat-detection-and-response read as Silverfort ITDR (22), Corelight in network-detection-and-response read as Corelight Open NDR (21), SentinelOne in endpoint-detection-and-response read as SentinelOne Singularity (21), Sucuri in web-application-firewalls read as Sucuri WAF (21), Synology in enterprise-storage-systems read as Synology NAS (21), CrowdStrike Falcon Go in endpoint-detection-and-response read as CrowdStrike Falcon Insight (20), Datadog in error-and-crash-monitoring read as Datadog Error Tracking (20), New Relic in log-management read as New Relic Logs (20), Wallarm in api-security-platforms read as Wallarm API Security (20), Civo in managed-kubernetes-platforms read as Civo Kubernetes (19), CrowdStrike Falcon in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (19), Cycode in application-security-posture-management read as Cycode ASPM (19), Datadog in network-monitoring-and-management read as Datadog Network Monitoring (19), Datadog in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (19), Netskope in sase-platforms read as Netskope One (19), Sysdig in container-and-kubernetes-security read as Sysdig Secure (19), Armis in ot-and-iot-security read as Armis Centrix (18), Databricks in data-warehouses read as Databricks SQL (18), ExtraHop in network-detection-and-response read as ExtraHop RevealX (18), Palo Alto Networks in next-generation-firewalls read as Palo Alto Networks NGFW (18), Splunk in siem-platforms read as Splunk Enterprise Security (18), UpGuard in attack-surface-management read as UpGuard BreachSight (18), BlueCat in ddi-and-ipam read as BlueCat Integrity (17), Grafana Cloud in infrastructure-monitoring read as Grafana (17), Hexnode in unified-endpoint-management read as Hexnode UEM (17), Huntress in ai-soc-agents read as Huntress Managed EDR (17), Informatica in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (17), Nicus in it-financial-management read as Nicus ITFM Platform (17), ThoughtSpot in embedded-analytics read as ThoughtSpot Embedded (17), Zscaler in zero-trust-network-access read as Zscaler Private Access (17), Anomali in threat-intelligence-platforms read as Anomali ThreatStream (16), Bitdefender GravityZone in endpoint-detection-and-response read as Bitdefender GravityZone EDR (16), Bizzdesign in enterprise-architecture-tools read as Bizzdesign Horizzon (16), ColorTokens in microsegmentation read as ColorTokens Xshield (16), CyberArk in non-human-identity-management read as CyberArk Identity Security Platform (16), DTEX in insider-risk-management read as DTEX InTERCEPT (16), Delinea in privileged-access-management read as Delinea Secret Server (16), Imperva in bot-management read as Imperva Advanced Bot Protection (16), OpenTelemetry in telemetry-pipelines read as OpenTelemetry Collector (16), Proofpoint in security-awareness-training read as Proofpoint ZenGuide (16), Radware in ddos-protection read as Radware Cloud DDoS Protection (16), SentinelOne Singularity in endpoint-detection-and-response read as SentinelOne Singularity (16), UiPath in intelligent-document-processing read as UiPath Document Understanding (16), Cato Networks in sd-wan read as Cato SASE Cloud (15), MuleSoft in api-management read as MuleSoft Anypoint Platform (15), Nlyte in data-center-infrastructure-management read as Nlyte DCIM (15), OneTrust in ai-governance-platforms read as OneTrust AI Governance (15), Orca in cloud-native-application-protection read as Orca Security (15), Paessler PRTG in network-monitoring-and-management read as Paessler PRTG Network Monitor (15), Qualys in vulnerability-management-platforms read as Qualys VMDR (15), Zendesk in ai-it-support-agents read as Zendesk AI Agents (15), Acronis in backup-and-disaster-recovery read as Acronis Cyber Protect (14), Akamai in web-application-firewalls read as Akamai App & API Protector (14), Aqua in container-and-kubernetes-security read as Aqua Security (14), Google Workspace in workforce-identity-and-sso read as Google Cloud Identity (14), Huntress in endpoint-protection read as Huntress Managed EDR (14), Hyperscience in intelligent-document-processing read as Hyperscience Hypercell (14), PRTG Network Monitor in network-monitoring-and-management read as Paessler PRTG Network Monitor (14), Riskonnect in business-continuity-management read as Riskonnect Business Continuity & Resilience (14), SentinelOne in endpoint-protection read as SentinelOne Singularity Endpoint (14), SentinelOne Singularity Endpoint in endpoint-detection-and-response read as SentinelOne Singularity (14), SolarWinds IPAM in ddi-and-ipam read as SolarWinds IP Address Manager (14), Tenable in vulnerability-management-platforms read as Tenable Vulnerability Management (14), ABBYY in intelligent-document-processing read as ABBYY Vantage (13), Arista in data-center-networking read as Arista Networks (13), Cleo in edi-platforms read as Cleo Integration Cloud (13), Cloudflare in api-security-platforms read as Cloudflare API Shield (13), Expel in managed-detection-and-response read as Expel MDR (13), GitGuardian in non-human-identity-management read as GitGuardian NHI Governance (13), Hevo in etl-and-elt read as Hevo Data (13), Huntress in security-awareness-training read as Huntress Managed Security Awareness Training (13), Informatica in data-masking-and-test-data read as Informatica Intelligent Data Management Cloud (13), KNIME in ml-platforms read as KNIME Analytics Platform (13), MailStore in communications-archiving-and-compliance read as MailStore Server (13), MinIO in object-storage read as MinIO AIStor (13), NetApp in enterprise-storage-systems read as NetApp AFF (13), New Relic in error-and-crash-monitoring read as New Relic Errors Inbox (13), Palo Alto Cortex XSOAR in soar-platforms read as Cortex XSOAR (13), Proofpoint in email-security read as Proofpoint Email Protection (13), Swimlane in soar-platforms read as Swimlane Turbine (13), Sysdig in cloud-native-application-protection read as Sysdig Secure (13), Wasabi Hot Cloud Storage in object-storage read as Wasabi Object Storage (13), AWS Route 53 in managed-dns read as Amazon Route 53 (12), Akamai in bot-management read as Akamai Bot Manager (12), DoveRunner in application-shielding read as DoveRunner AppSealing (12), Entro in non-human-identity-management read as Entro Security (12), Forcepoint in data-loss-prevention read as Forcepoint DLP (12), Fortinet in sd-wan read as Fortinet Secure SD-WAN (12), Huntress in endpoint-detection-and-response read as Huntress Managed EDR (12), Intezer in ai-soc-agents read as Intezer AI SOC (12), JumpCloud in multi-factor-authentication read as JumpCloud Protect (12), Microsoft Purview in data-loss-prevention read as Microsoft Purview DLP (12), PRTG in network-monitoring-and-management read as Paessler PRTG Network Monitor (12), Power BI in embedded-analytics read as Microsoft Power BI Embedded (12), Securden in privileged-access-management read as Securden Unified PAM (12), ServiceNow in grc-platforms read as ServiceNow Integrated Risk Management (12), UpGuard in digital-risk-protection read as UpGuard BreachSight (12), VMware in server-virtualization-platforms read as VMware vSphere (12), VMware VeloCloud in sd-wan read as VMware VeloCloud SD-WAN (12), Vonage (formerly Nexmo) in communications-apis read as Vonage Communications APIs (12), Aiven in streaming-platforms read as Aiven for Apache Kafka (11), Bitwarden in secrets-management read as Bitwarden Secrets Manager (11), Celigo in edi-platforms read as Celigo Integrator.io (11), Censys in attack-surface-management read as Censys ASM (11), Fastly in ddos-protection read as Fastly DDoS Protection (11), GitHub Container Registry (GHCR) in artifact-and-container-registries read as GitHub Packages (11), GoDaddy in managed-dns read as GoDaddy DNS (11), Guardsquare in application-shielding read as Guardsquare DexGuard / iXGuard (11), Mimecast in communications-archiving-and-compliance read as Mimecast Cloud Archive (11), One Identity in identity-governance read as One Identity Manager (11), SOCRadar in digital-risk-protection read as SOCRadar Extended Threat Intelligence (11), Sonatype in software-composition-analysis read as Sonatype Lifecycle (11), Spiceworks in it-service-management read as Spiceworks Cloud Help Desk (11), Sumo Logic in siem-platforms read as Sumo Logic Cloud SIEM (11), TIBCO in data-virtualization read as TIBCO Data Virtualization (11), Traefik in api-gateways read as Traefik Hub (11), Versa Networks in sd-wan read as Versa Secure SD-WAN (11), AWS Textract in intelligent-document-processing read as Amazon Textract (10), AppViewX in certificate-lifecycle-management read as AppViewX CERT+ (10), Astrix in non-human-identity-management read as Astrix Security (10), Barracuda in email-security read as Barracuda Email Protection (10), Carbonite in backup-and-disaster-recovery read as Carbonite Safe (10), Citrix in virtual-desktops read as Citrix DaaS (10), Cloudflare Access in zero-trust-network-access read as Cloudflare One (10), EfficientIP in ddi-and-ipam read as EfficientIP SOLIDserver (10), Estuary in etl-and-elt read as Estuary Flow (10), Forescout in ot-and-iot-security read as Forescout Vistaro Platform (10), Huntress in extended-detection-and-response read as Huntress Managed EDR (10), Infoblox BloxOne DDI in ddi-and-ipam read as Infoblox Universal DDI (10), Informatica in data-virtualization read as Informatica Intelligent Data Management Cloud (10), Microsoft Entra in workforce-identity-and-sso read as Microsoft Entra ID (10), Nexthink in digital-employee-experience read as Nexthink Infinity (10), Nutanix in server-virtualization-platforms read as Nutanix AHV (10), Rapid7 in vulnerability-management-platforms read as Rapid7 InsightVM (10), SOCRadar in threat-intelligence-platforms read as SOCRadar Extended Threat Intelligence (10), SentinelOne in ai-security-platforms read as SentinelOne Singularity (10), ServiceNow in aiops-platforms read as ServiceNow ITOM (10), Stibo Systems in master-data-management read as Stibo Systems STEP (10), Tableau Embedded in embedded-analytics read as Tableau Embedded Analytics (10), Zscaler in microsegmentation read as Zscaler Private Access (10), miniOrange in data-loss-prevention read as miniOrange DLP (10), Acalvio in deception-technology read as Acalvio ShadowPlex (9), Azure Blob in object-storage read as Azure Blob Storage (9), Cynet in managed-detection-and-response read as Cynet 360 (9), DoveRunner (formerly AppSealing) in application-shielding read as DoveRunner AppSealing (9), Feroot in client-side-protection read as Feroot PaymentGuard (9), Firefox in enterprise-browsers read as Firefox ESR (9), K2View in data-masking-and-test-data read as K2View Test Data Management (9), Kaseya in remote-monitoring-and-management read as Kaseya VSA (9), Lacework in cloud-native-application-protection read as FortiCNAPP (9), Linode in cloud-hosting read as Akamai Connected Cloud (9), MetricStream in business-continuity-management read as MetricStream Business Continuity Management (9), Netskope in zero-trust-network-access read as Netskope Private Access (9), Progress MOVEit in managed-file-transfer read as Progress MOVEit Transfer (9), Rippling in it-asset-management read as Rippling IT (9), SentinelOne in extended-detection-and-response read as SentinelOne Singularity (9), ServiceNow in incident-management-and-on-call read as ServiceNow ITSM (9), ServiceNow in it-asset-management read as ServiceNow IT Asset Management (9), Splunk in telemetry-pipelines read as Splunk Observability Cloud (9), Symantec in data-loss-prevention read as Symantec Data Loss Prevention (9), UiPath in process-mining read as UiPath Process Mining (9), Veracode in application-security-posture-management read as Veracode Risk Manager (9), Verimatrix in application-shielding read as Verimatrix Application Shielding (9), AWS (Amazon Web Services) in cloud-hosting read as Amazon Web Services (8), Akamai in ddos-protection read as Akamai Prolexic (8), ConnectWise in remote-monitoring-and-management read as ConnectWise RMM (8), Fortinet in ot-and-iot-security read as Fortinet OT Security Platform (8), Grip in saas-security-posture-management read as Grip Security (8), Group-IB in digital-risk-protection read as Group-IB Digital Risk Protection (8), Imperva in client-side-protection read as Imperva Client-Side Protection (8), Juniper in data-center-networking read as Juniper Networks (8), K2view in data-masking-and-test-data read as K2View Test Data Management (8), NinjaOne in it-documentation read as NinjaOne Documentation (8), OneTrust in grc-platforms read as OneTrust GRC (8), Securonix in insider-risk-management read as Securonix UEBA (8), Semarchy in master-data-management read as Semarchy xDM (8), SentinelOne in managed-detection-and-response read as SentinelOne Singularity MDR (8), ServiceNow ITFM in it-financial-management read as ServiceNow IT Financial Management (8), VMware vSphere / ESXi in server-virtualization-platforms read as VMware vSphere (8), VMware vSphere/ESXi in server-virtualization-platforms read as VMware vSphere (8), Varonis in insider-risk-management read as Varonis Data Security Platform (8), Vimeo in streaming-platforms read as Vimeo Livestream (8), miniOrange in privileged-access-management read as miniOrange PAM (8), AWS ELB in load-balancers read as AWS Elastic Load Balancing (7), AWS Macie in data-security-posture-management read as Amazon Macie (7), Akamai in api-security-platforms read as Akamai API Security (7), Amazon Kinesis in streaming-platforms read as Amazon Kinesis Data Streams (7), AvePoint in microsoft-365-management read as AvePoint Confidence Platform (7), Barracuda in communications-archiving-and-compliance read as Barracuda Cloud Archiving Service (7), Barracuda Cloud Archiving in communications-archiving-and-compliance read as Barracuda Cloud Archiving Service (7), Cato Networks SASE Cloud in sase-platforms read as Cato SASE Cloud (7), Checkmarx in application-security-posture-management read as Checkmarx One (7), Cloudflare in application-shielding read as Cloudflare Application Security (7), Cloudflare in load-balancers read as Cloudflare Load Balancing (7), CrowdStrike in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (7), CyberSaint in cyber-risk-quantification read as CyberSaint CyberStrong (7), Cynet in extended-detection-and-response read as Cynet 360 AutoXDR (7), Datto in backup-and-disaster-recovery read as Datto SIRIS (7), DigitalOcean in managed-relational-databases read as DigitalOcean Managed Databases (7), ESET in endpoint-protection read as ESET PROTECT (7), Elastic Cloud in aiops-platforms read as Elastic Observability (7), Everbridge in business-continuity-management read as Everbridge 360 (7), Forcepoint in insider-risk-management read as Forcepoint DLP (7), Google Workspace in data-loss-prevention read as Google Workspace DLP (7), Grafana in application-performance-monitoring read as Grafana Cloud (7), Imperva in api-security-platforms read as Imperva API Security (7), Keeper Security in privileged-access-management read as KeeperPAM (7), Kickidler in data-loss-prevention read as Kickidler DLP (7), Nerdio in virtual-desktops read as Nerdio Manager (7), OpenTelemetry (OTel) in telemetry-pipelines read as OpenTelemetry Collector (7), Palo Alto in next-generation-firewalls read as Palo Alto Networks NGFW (7), Palo Alto Networks Cortex XSOAR in soar-platforms read as Cortex XSOAR (7), Picus in breach-and-attack-simulation read as Picus Security Validation Platform (7), Profisee (Application Edition) in master-data-management read as Profisee MDM (7), Promon in application-shielding read as Promon SHIELD (7), Proofpoint in digital-risk-protection read as Proofpoint Digital Risk Protection (7), Proxmox in server-virtualization-platforms read as Proxmox VE (7), Pure Storage in enterprise-storage-systems read as Pure Storage FlashArray (7), SafeStack in secure-code-training read as SafeStack Academy (7), Smallstep in certificate-lifecycle-management read as Smallstep Certificate Manager (7), Sophos Endpoint in endpoint-protection read as Sophos Intercept X (7), Sophos XGS in next-generation-firewalls read as Sophos Firewall (7), Spiceworks in it-asset-management read as Spiceworks Inventory (7), Sucuri Website Firewall in web-application-firewalls read as Sucuri WAF (7), Vectra in network-detection-and-response read as Vectra AI (7), Vicarius in vulnerability-management-platforms read as Vicarius vRx (7), Arctic Wolf in security-awareness-training read as Arctic Wolf Managed Security Awareness (6), Astra in dynamic-application-security-testing read as Astra Security (6), Astronomer in workflow-orchestration read as Astronomer Astro (6), Axway in managed-file-transfer read as Axway SecureTransport (6), Azure ACR in artifact-and-container-registries read as Azure Container Registry (6), Azure SQL in managed-relational-databases read as Azure SQL Database (6), Azure Synapse in data-warehouses read as Azure Synapse Analytics (6), BMC Helix in it-service-management read as BMC Helix ITSM (6), Boomi in edi-platforms read as Boomi B2B/EDI Management (6), Check Point in next-generation-firewalls read as Check Point Quantum (6), Cribl in telemetry-pipelines read as Cribl Stream (6), CrowdStrike Falcon Go in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (6), CrowdStrike Falcon XDR in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (6), CyberArk in secrets-management read as CyberArk Secrets Manager (6), Datadog Cloud Security in cloud-security-posture-management read as Datadog Cloud Security Management (6), Domo in embedded-analytics read as Domo Everywhere (6), ELK Stack in log-management read as Elastic Stack (6), Fastly in web-application-firewalls read as Fastly Next-Gen WAF (6), Flexera in cloud-cost-management read as Flexera One (6), Flexera in it-financial-management read as Flexera One (6), Fortinet in next-generation-firewalls read as Fortinet FortiGate (6), GoAnywhere in managed-file-transfer read as GoAnywhere MFT (6), Google Cloud Document AI in intelligent-document-processing read as Google Document AI (6), Google Workspace in multi-factor-authentication read as Google Workspace 2-Step Verification (6), IBM in master-data-management read as IBM InfoSphere (6), Informatica in data-quality-and-observability read as Informatica Intelligent Data Management Cloud (6), Intercom in ai-it-support-agents read as Intercom Fin (6), Intruder.io in attack-surface-management read as Intruder (6), InvGate in it-asset-management read as InvGate Asset Management (6), InvGate in it-service-management read as InvGate Service Management (6), Klippa in intelligent-document-processing read as Klippa DocHorizon (6), Kong in api-security-platforms read as Kong Gateway (6), Kong in llm-gateways-and-observability read as Kong AI Gateway (6), Linode (Akamai) in cloud-hosting read as Akamai Connected Cloud (6), Mend in software-composition-analysis read as Mend.io (6), Mezmo in telemetry-pipelines read as Mezmo Telemetry Pipeline (6), Orca in cloud-security-posture-management read as Orca Security (6), Orca in container-and-kubernetes-security read as Orca Security (6), PDQ Deploy in patch-management read as PDQ Deploy & Inventory (6), Purview in data-security-posture-management read as Microsoft Purview (6), SAP MDG in master-data-management read as SAP Master Data Governance (6), SailPoint in workforce-identity-and-sso read as SailPoint Identity Security Cloud (6), Scrut in compliance-automation read as Scrut Automation (6), Sectigo in certificate-lifecycle-management read as Sectigo Certificate Manager (6), ServiceNow in ai-it-support-agents read as ServiceNow Now Assist (6), ServiceNow in business-continuity-management read as ServiceNow Integrated Risk Management (6), Sophos in endpoint-detection-and-response read as Sophos Intercept X (6), Sophos XGS Series in next-generation-firewalls read as Sophos Firewall (6), Splunk Enterprise in siem-platforms read as Splunk Enterprise Security (6), Tanium in patch-management read as Tanium Patch (6), TrueCommerce EDI Solutions in edi-platforms read as TrueCommerce EDI (6), UnderDefense in ai-security-platforms read as UnderDefense AI SOC (6), Veracode in dynamic-application-security-testing read as Veracode DAST (6), Versa in sd-wan read as Versa Secure SD-WAN (6), WatchGuard in next-generation-firewalls read as WatchGuard Firebox (6), AWS Cost Explorer + Budgets in cloud-cost-management read as AWS Cost Explorer (5), AWS Glue in data-catalogs-and-governance read as AWS Glue Data Catalog (5), AWS Timestream in time-series-databases read as Amazon Timestream (5), Ataccama in master-data-management read as Ataccama ONE (5), Bitdefender in endpoint-detection-and-response read as Bitdefender GravityZone EDR (5), Bitdefender in endpoint-protection read as Bitdefender GravityZone (5), Bitsight in attack-surface-management read as Bitsight (5), Cequence Security in api-security-platforms read as Cequence Unified API Protection (5), Checkmarx in dynamic-application-security-testing read as Checkmarx One (5), Cisco in next-generation-firewalls read as Cisco Secure Firewall (5), Cisco Meraki (MX Series) in sd-wan read as Cisco Meraki SD-WAN (5), Cisco Meraki MX in sd-wan read as Cisco Meraki SD-WAN (5), Cisco Stealthwatch in network-detection-and-response read as Cisco Secure Network Analytics (5), Citrix in load-balancers read as Citrix ADC (5), Citrix Virtual Apps and Desktops in virtual-desktops read as Citrix DaaS (5), Delinea (formerly Thycotic) in privileged-access-management read as Delinea Secret Server (5), DigitalOcean Load Balancer in load-balancers read as DigitalOcean Load Balancers (5), ELK Stack (Elasticsearch, Logstash, Kibana) in log-management read as Elastic Stack (5), Elastic in siem-platforms read as Elastic Security (5), Fiddler in ai-governance-platforms read as Fiddler AI (5), Fortinet in sase-platforms read as Fortinet FortiSASE (5), Fortinet FortiGate in sd-wan read as Fortinet Secure SD-WAN (5), GCore in ddos-protection read as Gcore DDoS Protection (5), HUMAN in client-side-protection read as HUMAN Security (5), Horizon3.ai in breach-and-attack-simulation read as Horizon3.ai NodeZero (5), Huntress in siem-platforms read as Huntress Managed SIEM (5), Informatica in etl-and-elt read as Informatica Intelligent Data Management Cloud (5), Informatica Master Data Management in master-data-management read as Informatica MDM (5), Keeper Business in business-password-managers read as Keeper Security (5), Keeper Security (KeeperPAM) in privileged-access-management read as KeeperPAM (5), Kemp in load-balancers read as Kemp LoadMaster (5), LastPass in multi-factor-authentication read as LastPass MFA (5), ManageEngine in unified-endpoint-management read as ManageEngine Endpoint Central (5), Mend (formerly WhiteSource) in software-composition-analysis read as Mend.io (5), Microsoft Fabric in data-warehouses read as Microsoft Fabric Data Warehouse (5), MikroTik in data-center-networking read as MikroTik CRS Series (5), ModelOp in ai-governance-platforms read as ModelOp Center (5), MuleSoft in api-gateways read as MuleSoft Anypoint Platform (5), OneTrust in compliance-automation read as OneTrust Tech Risk & Compliance (5), OpenTelemetry (OTel) Collector in telemetry-pipelines read as OpenTelemetry Collector (5), PRTG Network Monitor in network-detection-and-response read as Paessler PRTG Network Monitor (5), PRTG Network Monitor (Paessler) in network-monitoring-and-management read as Paessler PRTG Network Monitor (5), Plexicus in application-security-posture-management read as Plexicus ASPM (5), Render in managed-relational-databases read as Render Postgres (5), SentinelOne in client-side-protection read as SentinelOne Singularity Endpoint (5), ServiceNow in it-financial-management read as ServiceNow IT Financial Management (5), Sophos in endpoint-protection read as Sophos Intercept X (5), Sophos in identity-threat-detection-and-response read as Sophos ITDR (5), Stellar Cyber in extended-detection-and-response read as Stellar Cyber Open XDR (5), Tenable in attack-surface-management read as Tenable Attack Surface Management (5), Teramind in data-loss-prevention read as Teramind DLP (5), ThreatDown in endpoint-detection-and-response read as ThreatDown EDR (5), Veracode in software-composition-analysis read as Veracode SCA (5), WSO2 in api-management read as WSO2 API Manager (5), AWS ALB/NLB in load-balancers read as AWS Elastic Load Balancing (4), Azure NSGs in microsegmentation read as Azure Network Security Groups (4), Barracuda in web-application-firewalls read as Barracuda Web Application Firewall (4), BeyondTrust in remote-support-and-remote-access read as BeyondTrust Remote Support (4), Bitdefender in ai-security-platforms read as Bitdefender GravityZone (4), Braintrust in llm-gateways-and-observability read as Braintrust Gateway (4), Checkmarx in software-composition-analysis read as Checkmarx SCA (4), Cleo in managed-file-transfer read as Cleo Integration Cloud (4), Cloudflare in certificate-lifecycle-management read as Cloudflare Universal SSL (4), Cloudflare in zero-trust-network-access read as Cloudflare One (4), CyberArk in workforce-identity-and-sso read as CyberArk Identity (4), Datto in remote-monitoring-and-management read as Datto RMM (4), Dell in enterprise-storage-systems read as Dell Technologies (4), Elasticsearch in log-management read as Elastic Stack (4), Flashpoint in threat-intelligence-platforms read as Flashpoint Ignite (4), GitHub Container Registry in artifact-and-container-registries read as GitHub Packages (4), GitLab in ci-cd-platforms read as GitLab CI/CD (4), GitLab CI in ci-cd-platforms read as GitLab CI/CD (4), GitLab Premium in ci-cd-platforms read as GitLab CI/CD (4), Google Workspace SSO in workforce-identity-and-sso read as Google Cloud Identity (4), IBM in process-mining read as IBM Process Mining (4), IBM Sterling in managed-file-transfer read as IBM Sterling Secure File Transfer (4), Imperva WAF in web-application-firewalls read as Imperva Cloud WAF (4), Iron Mountain in colocation-providers read as Iron Mountain Data Centers (4), Ivanti in patch-management read as Ivanti Neurons for Patch Management (4), Ivanti in unified-endpoint-management read as Ivanti Neurons for UEM (4), Kong Enterprise in api-management read as Kong Gateway (4), Lacework in cloud-security-posture-management read as Lacework FortiCNAPP (4), Lakera in ai-security-platforms read as Lakera Guard (4), Linode (now Akamai) in cloud-hosting read as Akamai Connected Cloud (4), Mandiant in breach-and-attack-simulation read as Mandiant Security Validation (4), Mandiant (Google Cloud) in threat-intelligence-platforms read as Mandiant Threat Intelligence (4), Mandiant Advantage in threat-intelligence-platforms read as Mandiant Threat Intelligence (4), Microsoft Attack Simulation Training in security-awareness-training read as Microsoft Defender for Office 365 Attack Simulation Training (4), Microsoft Defender Attack Simulation Training in security-awareness-training read as Microsoft Defender for Office 365 Attack Simulation Training (4), Nightfall in data-loss-prevention read as Nightfall AI (4), Nightfall in data-security-posture-management read as Nightfall AI (4), Okta in zero-trust-network-access read as Okta Access Gateway (4), Okta Adaptive MFA in multi-factor-authentication read as Okta Verify (4), Omada in identity-governance read as Omada Identity (4), One Identity in privileged-access-management read as One Identity Safeguard (4), OpenText in edi-platforms read as OpenText Trading Grid (4), Oracle Data Masking in data-masking-and-test-data read as Oracle Data Masking and Subsetting (4), Orca in data-security-posture-management read as Orca Security (4), Palo Alto Networks in zero-trust-network-access read as Palo Alto Networks Prisma Access (4), Pentaho in etl-and-elt read as Pentaho Data Integration (4), Ping Identity in identity-governance read as Ping Identity Governance (4), Planview in enterprise-architecture-tools read as Planview Portfolios (4), Proofpoint in data-loss-prevention read as Proofpoint Enterprise DLP (4), Proofpoint ObserveIT in insider-risk-management read as Proofpoint Insider Threat Management (4), Qualys in dynamic-application-security-testing read as Qualys Web Application Scanning (4), Radware in load-balancers read as Radware Alteon (4), Rapid7 in deception-technology read as Rapid7 InsightIDR (4), Replit in ai-coding-assistants read as Replit AI (4), Saviynt in non-human-identity-management read as Saviynt Identity Cloud (4), SentinelOne Singularity Complete in endpoint-detection-and-response read as SentinelOne Singularity (4), SentinelOne Singularity SIEM in siem-platforms read as SentinelOne Singularity AI SIEM (4), Snowflake in ml-platforms read as Snowflake Cortex AI (4), SolarWinds in ddi-and-ipam read as SolarWinds IP Address Manager (4), SolarWinds NPM in network-monitoring-and-management read as SolarWinds Network Performance Monitor (4), Spot by NetApp in cloud-cost-management read as Spot by NetApp (4), Sweet in cloud-native-application-protection read as Sweet Security (4), Trellix in data-loss-prevention read as Trellix DLP (4), Trend Micro in endpoint-protection read as Trend Micro Apex One (4), Ubiquiti in data-center-networking read as Ubiquiti UniFi (4), Veeam in microsoft-365-management read as Veeam Data Cloud for Microsoft 365 (4), Vultr in managed-kubernetes-platforms read as Vultr Kubernetes Engine (4), Zendesk AI in ai-it-support-agents read as Zendesk AI Agents (4), 42Gears in unified-endpoint-management read as 42Gears SureMDM (3), AWS CloudWatch in infrastructure-monitoring read as Amazon CloudWatch (3), AWS WorkSpaces in virtual-desktops read as Amazon WorkSpaces (3), Abnormal in email-security read as Abnormal AI (3), Acronis in patch-management read as Acronis Cyber Protect (3), Aikido in application-security-posture-management read as Aikido Security (3), Aikido in attack-surface-management read as Aikido Security (3), Aikido in static-application-security-testing read as Aikido Security (3), Akamai in managed-dns read as Akamai Edge DNS (3), Anomali (ThreatStream) in threat-intelligence-platforms read as Anomali ThreatStream (3), Arize in ai-governance-platforms read as Arize AX (3), Atrocore in master-data-management read as AtroCore MDM (3), Axcient in backup-and-disaster-recovery read as Axcient x360Recover (3), Azure in object-storage read as Azure Blob Storage (3), Azure DDoS in ddos-protection read as Azure DDoS Protection (3), BMC Helix in it-asset-management read as BMC Helix ITAM (3), Backblaze Business Computer Backup in backup-and-disaster-recovery read as Backblaze Business Backup (3), BitSight in attack-surface-management read as Bitsight (3), Bitdefender GravityZone in extended-detection-and-response read as Bitdefender GravityZone XDR (3), BlueCat Networks in ddi-and-ipam read as BlueCat Integrity (3), Broadcom/Symantec in data-loss-prevention read as Symantec Data Loss Prevention (3), Cato in sase-platforms read as Cato SASE Cloud (3), Cato in sd-wan read as Cato SASE Cloud (3), Chronosphere in telemetry-pipelines read as Chronosphere Telemetry Pipeline (3), Cisco Firepower 1000 Series in next-generation-firewalls read as Cisco Secure Firewall (3), Citrix NetScaler in load-balancers read as Citrix ADC (3), Claroty Platform in ot-and-iot-security read as Claroty xDome (3), ClickUp in it-documentation read as ClickUp Docs (3), Cloudflare in llm-gateways-and-observability read as Cloudflare AI Gateway (3), Cloudflare Zero Trust / Cloudflare Access in zero-trust-network-access read as Cloudflare One (3), Cofense in security-awareness-training read as Cofense PhishMe (3), Comcast in sd-wan read as Comcast Business (3), CrowdStrike Falcon Identity in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (3), Cynet XDR in extended-detection-and-response read as Cynet 360 AutoXDR (3), DigitalOcean in managed-kubernetes-platforms read as DigitalOcean Kubernetes (3), DigitalOcean (DOKS) in managed-kubernetes-platforms read as DigitalOcean Kubernetes (3), Diligent in third-party-risk-management read as Diligent One (3), ESET in managed-detection-and-response read as ESET PROTECT MDR (3), EfficientIP (SOLIDserver) in ddi-and-ipam read as EfficientIP SOLIDserver (3), Elastic in log-management read as Elastic Stack (3), Elastic Cloud in log-management read as Elastic Stack (3), F5 in web-application-firewalls read as F5 BIG-IP Advanced WAF (3), Flexera in it-asset-management read as Flexera One IT Asset Management (3), Flexera in saas-management-platforms read as Flexera One (3), Flexera One in it-asset-management read as Flexera One IT Asset Management (3), Forescout Platform in ot-and-iot-security read as Forescout Vistaro Platform (3), ForgeRock in workforce-identity-and-sso read as ForgeRock Identity Platform (3), Fortinet in web-application-firewalls read as Fortinet FortiWeb (3), Fortinet (FortiSASE) in sase-platforms read as Fortinet FortiSASE (3), Fortinet FortiGate (Secure SD-WAN) in sd-wan read as Fortinet Secure SD-WAN (3), Fortinet FortiGate 40F in next-generation-firewalls read as Fortinet FortiGate (3), GitHub Advanced Security / CodeQL in static-application-security-testing read as GitHub Advanced Security (3), GitLab SaaS in source-control-hosting read as GitLab (3), Google in object-storage read as Google Cloud Storage (3), Grafana in aiops-platforms read as Grafana Cloud (3), Guardsquare (DexGuard / iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (3), Guardsquare (DexGuard/iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (3), Harness in cloud-cost-management read as Harness Cloud Cost Management (3), Hetzner in object-storage read as Hetzner Object Storage (3), Horizon3.ai (NodeZero) in breach-and-attack-simulation read as Horizon3.ai NodeZero (3), IBM in api-management read as IBM API Connect (3), IBM Aspera Managed File Transfer (MFT) in managed-file-transfer read as IBM Aspera (3), Ivanti Neurons in unified-endpoint-management read as Ivanti Neurons for UEM (3), JScrambler in client-side-protection read as Jscrambler Webpage Integrity (3), JetBrains AI in ai-coding-assistants read as JetBrains AI Assistant (3), Keeper Business Starter in business-password-managers read as Keeper Security (3), Kiteworks in managed-file-transfer read as Kiteworks MFT (3), Linode in managed-kubernetes-platforms read as Linode Kubernetes Engine (3), Linode (Akamai) in managed-kubernetes-platforms read as Linode Kubernetes Engine (3), ManageEngine in microsoft-365-management read as ManageEngine M365 Manager Plus (3), Mandiant in threat-intelligence-platforms read as Mandiant Threat Intelligence (3), Microsoft Edge in business-password-managers read as Microsoft Edge Password Manager (3), Netskope in data-loss-prevention read as Netskope DLP (3), Nlyte Software in data-center-infrastructure-management read as Nlyte DCIM (3), Nudge in saas-security-posture-management read as Nudge Security (3), One Identity Cloud PAM Essentials in privileged-access-management read as One Identity PAM Essentials (3), Palo Alto in saas-security-posture-management read as Palo Alto Networks (3), Palo Alto in sase-platforms read as Palo Alto Networks Prisma SASE (3), Palo Alto in zero-trust-network-access read as Palo Alto Networks Prisma Access (3), Palo Alto Networks in sase-platforms read as Palo Alto Networks Prisma SASE (3), Palo Alto Networks PA-400 Series in next-generation-firewalls read as Palo Alto Networks PA-Series (3), Palo Alto Prisma in sd-wan read as Palo Alto Networks Prisma SD-WAN (3), Promon Shield for Mobile in application-shielding read as Promon SHIELD (3), Proofpoint in data-security-posture-management read as Proofpoint DSPM (3), Proofpoint Archive in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (3), Quest in microsoft-365-management read as Quest On Demand (3), Radware in bot-management read as Radware Bot Manager (3), Rapid7 in container-and-kubernetes-security read as Rapid7 InsightVM (3), Rapid7 in managed-detection-and-response read as Rapid7 MDR (3), ReliaQuest in ai-soc-agents read as ReliaQuest GreyMatter (3), ReliaQuest in managed-detection-and-response read as ReliaQuest GreyMatter (3), SafeStack (by NINJIO) in secure-code-training read as SafeStack Academy (3), Saviynt Identity Cloud in identity-governance read as Saviynt Enterprise Identity Cloud (3), Scaleway in managed-kubernetes-platforms read as Scaleway Kapsule (3), SentinelOne in network-detection-and-response read as SentinelOne Singularity (3), SentinelOne in threat-intelligence-platforms read as SentinelOne Singularity (3), ServiceNow in ai-governance-platforms read as ServiceNow AI Control Tower (3), ServiceNow in enterprise-architecture-tools read as ServiceNow Enterprise Architecture (3), Sophos in next-generation-firewalls read as Sophos Firewall (3), Sophos XGS Firewall in next-generation-firewalls read as Sophos Firewall (3), Splunk APM in application-performance-monitoring read as Splunk Observability Cloud (3), Stellar Cyber in ai-soc-agents read as Stellar Cyber Open XDR (3), Stellar Cyber in network-detection-and-response read as Stellar Cyber Open XDR (3), Supabase in customer-identity-and-access-management read as Supabase Auth (3), Tools4ever in identity-governance read as Tools4ever HelloID (3), Trellix Data Loss Prevention in data-loss-prevention read as Trellix DLP (3), UpGuard Breach Risk in digital-risk-protection read as UpGuard BreachSight (3), VMware ESXi in server-virtualization-platforms read as VMware vSphere (3), VMware VeloCloud (Broadcom) in sd-wan read as VMware VeloCloud SD-WAN (3), Zscaler in dns-filtering read as Zscaler Internet Access (3), Zscaler in saas-security-posture-management read as Zscaler SSPM (3), Zyte in proxy-networks read as Zyte API (3), A10 Networks in load-balancers read as A10 Thunder ADC (2), ARCON in privileged-access-management read as ARCON PAM (2), AWS in ddos-protection read as AWS Shield (2), AWS in object-storage read as Amazon S3 (2), AWS (EKS) in managed-kubernetes-platforms read as Amazon EKS (2), AWS Budgets in cloud-cost-management read as AWS Cost Explorer (2), AWS ELB/ALB in load-balancers read as AWS Elastic Load Balancing (2), AWS HTTP API in api-gateways read as Amazon API Gateway (2), AWS WAF with Bot Control in bot-management read as AWS WAF + Bot Control (2), Acronis in endpoint-detection-and-response read as Acronis Cyber Protect (2), Aikido in cloud-native-application-protection read as Aikido Security (2), Aikido in container-and-kubernetes-security read as Aikido Security (2), Aikido Cloud in cloud-security-posture-management read as Aikido Security (2), Akamai in load-balancers read as Akamai Connected Cloud (2), Amazon WorkSpaces Personal in virtual-desktops read as Amazon WorkSpaces (2), Aqua in cloud-native-application-protection read as Aqua Security (2), AtroCore (Open Source Edition) in master-data-management read as AtroCore MDM (2), Azure in api-management read as Azure API Management (2), Azure ARM Templates in infrastructure-as-code read as Azure Bicep (2), Azure Bicep/ARM in infrastructure-as-code read as Azure Bicep (2), Azure Resource Manager in infrastructure-as-code read as Azure Bicep (2), BMC Helix in aiops-platforms read as BMC Helix AIOps (2), BMC Helix (formerly Remedy) in it-service-management read as BMC Helix ITSM (2), Bitdefender XDR in extended-detection-and-response read as Bitdefender GravityZone XDR (2), BizzDesign in enterprise-architecture-tools read as Bizzdesign Horizzon (2), Cato SASE Networks in sase-platforms read as Cato SASE Cloud (2), Check Point in email-security read as Check Point Harmony Email & Collaboration (2), Checkmarx in secure-code-training read as Checkmarx Codebashing (2), Cisco Secure Network Analytics / Stealthwatch in network-detection-and-response read as Cisco Secure Network Analytics (2), Citrix XenServer in server-virtualization-platforms read as Citrix Hypervisor (2), Cloudflare Business in web-application-firewalls read as Cloudflare WAF (2), Cloudflare Pro in web-application-firewalls read as Cloudflare WAF (2), Cofense (PhishMe) in security-awareness-training read as Cofense PhishMe (2), Cohesity in backup-and-disaster-recovery read as Cohesity DataProtect (2), Collibra in data-quality-and-observability read as Collibra Data Quality & Observability (2), ColorTokens (Xshield) in microsegmentation read as ColorTokens Xshield (2), Copilot in ai-coding-assistants read as GitHub Copilot (2), CrowdStrike Falcon Cloud in cloud-security-posture-management read as CrowdStrike Falcon Cloud Security (2), CrowdStrike Falcon Go/Pro in endpoint-detection-and-response read as CrowdStrike Falcon Insight (2), CrowdStrike Falcon Pro in endpoint-detection-and-response read as CrowdStrike Falcon Insight (2), CyberSaint (CyberStrong) in cyber-risk-quantification read as CyberSaint CyberStrong (2), Cyble in digital-risk-protection read as Cyble Vision (2), Cyble in threat-intelligence-platforms read as Cyble Vision (2), Cyble (Cyble Vision) in digital-risk-protection read as Cyble Vision (2), Cynet 360 in endpoint-detection-and-response read as Cynet (2), DataStax Astra in nosql-databases read as DataStax Astra DB (2), Databricks (Lakehouse) in data-warehouses read as Databricks SQL (2), Delinea in secrets-management read as Delinea Secret Server (2), Delinea (Secret Server) in privileged-access-management read as Delinea Secret Server (2), Domino in ml-platforms read as Domino Data Lab (2), Druva in backup-and-disaster-recovery read as Druva Data Security Cloud (2), ELK Stack (Elastic) in log-management read as Elastic Stack (2), ESET in security-awareness-training read as ESET Cybersecurity Awareness Training (2), ESET in vulnerability-management-platforms read as ESET Vulnerability & Patch Management (2), ESET PROTECT Entry in endpoint-protection read as ESET PROTECT (2), EfficientIP SOLIDserver DDI in ddi-and-ipam read as EfficientIP SOLIDserver (2), Elastic in observability-platforms read as Elastic Observability (2), F5 in bot-management read as F5 Distributed Cloud Bot Defense (2), Fabric in data-warehouses read as Microsoft Fabric Data Warehouse (2), Fastly in client-side-protection read as Fastly Client-Side Protection (2), Fatpipe in sd-wan read as FatPipe SD-WAN (2), Firebase in customer-identity-and-access-management read as Firebase Authentication (2), Flexera One FinOps in cloud-cost-management read as Flexera One (2), Fortinet in zero-trust-network-access read as Fortinet Universal ZTNA (2), Fortinet (FortiGate) in next-generation-firewalls read as Fortinet FortiGate (2), Fortinet (FortiGate) in sd-wan read as Fortinet Secure SD-WAN (2), GCP Load Balancer in load-balancers read as GCP Cloud Load Balancing (2), Gcore in ddos-protection read as Gcore DDoS Protection (2), GitLab Ultimate in static-application-security-testing read as GitLab SAST (2), Google Cloud in object-storage read as Google Cloud Storage (2), Google Cloud Backup in backup-and-disaster-recovery read as Google Cloud Backup and DR Service (2), Google Cloud LB in load-balancers read as Google Cloud Load Balancing (2), Google Workspace Security in email-security read as Google Workspace (2), Grafana in data-quality-and-observability read as Grafana Cloud (2), Group-IB DRP in digital-risk-protection read as Group-IB Digital Risk Protection (2), Guardsquare (DexGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (2), HUMAN in bot-management read as HUMAN Security (2), HUMAN (PerimeterX) in bot-management read as HUMAN Security (2), Heimdal in patch-management read as Heimdal Patch & Asset Management (2), HubSpot in it-financial-management read as HubSpot CRM (2), HubSpot in workflow-orchestration read as HubSpot Marketing Hub (2), Indusface in web-application-firewalls read as Indusface AppTrana (2), Infinidat in enterprise-storage-systems read as Infinidat InfiniBox (2), Infoblox in dns-filtering read as Infoblox Threat Defense (2), Infoblox BloxOne in ddi-and-ipam read as Infoblox Universal DDI (2), Informatica MDM & 360 Applications in master-data-management read as Informatica MDM (2), Informatica MDM / IDMC in master-data-management read as Informatica MDM (2), Island (The Enterprise Browser) in enterprise-browsers read as Island Enterprise Browser (2), Island Browser in enterprise-browsers read as Island Enterprise Browser (2), Ivanti in it-asset-management read as Ivanti Neurons for ITAM (2), Ivanti in it-service-management read as Ivanti Neurons for ITSM (2), Kaseya in patch-management read as Kaseya VSA (2), Kaspersky in endpoint-detection-and-response read as Kaspersky Endpoint Detection and Response (EDR) Expert (2), Kaspersky in endpoint-protection read as Kaspersky Endpoint Security (2), Keeper Business in privileged-access-management read as KeeperPAM (2), Knime in ml-platforms read as KNIME Analytics Platform (2), Kong (Kong Gateway / Kong Konnect) in api-management read as Kong Gateway (2), Kong (Open Source) in api-security-platforms read as Kong Gateway (2), Kong Enterprise in api-gateways read as Kong Gateway (2), Lacework / FortiCNAPP in cloud-native-application-protection read as FortiCNAPP (2), Lacework/FortiCNAPP in cloud-native-application-protection read as FortiCNAPP (2), LastPass Business in multi-factor-authentication read as LastPass MFA (2), Linode in managed-relational-databases read as Linode Managed Databases (2), Linode in object-storage read as Linode Object Storage (2), Linode/Akamai in cloud-hosting read as Akamai Connected Cloud (2), Loadbalancer.org in load-balancers read as Loadbalancer.org Enterprise ADC (2), MSP360 in backup-and-disaster-recovery read as MSP360 Managed Backup (2), MSP360 (formerly CloudBerry) in backup-and-disaster-recovery read as MSP360 Managed Backup (2), ManageEngine in it-service-management read as ManageEngine ServiceDesk Plus (2), ManageEngine in patch-management read as ManageEngine Patch Manager Plus (2), ManageEngine in vulnerability-management-platforms read as ManageEngine Vulnerability Manager Plus (2), Meraki in sd-wan read as Cisco Meraki SD-WAN (2), Microsoft Defender in email-security read as Microsoft Defender for Office 365 (2), Microsoft Defender for Business / Defender for Endpoint in endpoint-detection-and-response read as Microsoft Defender for Endpoint (2), Microsoft Defender for Cloud Foundational CSPM in cloud-security-posture-management read as Microsoft Defender for Cloud (2), Microsoft Entra in multi-factor-authentication read as Microsoft Entra ID (2), Microsoft Purview Information Protection in data-security-posture-management read as Microsoft Purview (2), Microsoft Purview Suite for Business Premium in data-security-posture-management read as Microsoft Purview (2), Microsoft Sentinel + Logic Apps in soar-platforms read as Microsoft Sentinel (2), Microsoft Teams Phone System in business-phone-systems read as Microsoft Teams Phone (2), Mimecast in security-awareness-training read as Mimecast Engage (2), MinIO (Self-hosted) in object-storage read as MinIO AIStor (2), MiniOrange in data-loss-prevention read as miniOrange DLP (2), Motadata in website-and-synthetic-monitoring read as Motadata ObserveOps (2), MuleSoft in workflow-orchestration read as MuleSoft Anypoint Platform (2), MuleSoft (Salesforce) in api-management read as MuleSoft Anypoint Platform (2), NAKIVO in backup-and-disaster-recovery read as NAKIVO Backup & Replication (2), Netskope in saas-security-posture-management read as Netskope SSPM (2), Netwrix in data-loss-prevention read as Netwrix Endpoint Protector (2), Nozomi Networks Platform in ot-and-iot-security read as Nozomi Networks Guardian (2), OVHcloud in object-storage read as OVHcloud Object Storage (2), Okta in privileged-access-management read as Okta Privileged Access (2), Okta Workforce Identity Cloud in multi-factor-authentication read as Okta Verify (2), OneLogin in multi-factor-authentication read as OneLogin MFA (2), OneSpan APP SHIELDING in application-shielding read as OneSpan Mobile Application Shielding (2), OneSpan App Shielding in application-shielding read as OneSpan Mobile Application Shielding (2), OpenText Business Communication Archive in communications-archiving-and-compliance read as OpenText Core Business Communication Archive (2), Oracle in identity-governance read as Oracle Identity Governance (2), Palo Alto in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (2), Palo Alto Cortex in extended-detection-and-response read as Palo Alto Networks Cortex XDR (2), Peplink SD-WAN in sd-wan read as Peplink (2), Ping in workforce-identity-and-sso read as Ping Identity (2), Platform9 in managed-kubernetes-platforms read as Platform9 Managed Kubernetes (2), Prisma Browser in enterprise-browsers read as Prisma Access Browser (2), Radware in web-application-firewalls read as Radware Cloud WAF (2), Rapid7 in dynamic-application-security-testing read as Rapid7 InsightAppSec (2), Rapid7 in extended-detection-and-response read as Rapid7 InsightIDR (2), Red Hat Advanced Cluster Security in container-and-kubernetes-security read as Red Hat Advanced Cluster Security for Kubernetes (2), Rubrik in backup-and-disaster-recovery read as Rubrik Security Cloud (2), SOTI in unified-endpoint-management read as SOTI MobiControl (2), Salesforce in ai-it-support-agents read as Salesforce Agentforce (2), Scout in application-performance-monitoring read as Scout APM (2), Scrut in grc-platforms read as Scrut Automation (2), Sectigo in non-human-identity-management read as Sectigo Certificate Manager (2), Semperis in identity-threat-detection-and-response read as Semperis Directory Services Protector (2), SentinelOne in cloud-security-posture-management read as SentinelOne Singularity Cloud Security (2), ServiceNow in third-party-risk-management read as ServiceNow Third-Party Risk Management (2), ServiceNow Virtual Agent in ai-it-support-agents read as ServiceNow Now Assist (2), SolarWinds in it-asset-management read as SolarWinds Service Desk (2), SolarWinds Serv-U in managed-file-transfer read as SolarWinds Serv-U MFT (2), SonicWall TZ in next-generation-firewalls read as SonicWall TZ Series (2), Sophos in client-side-protection read as Sophos Intercept X (2), Sophos in email-security read as Sophos Email (2), Sophos Endpoint (Intercept X) in endpoint-protection read as Sophos Intercept X (2), Splunk in ai-soc-agents read as Splunk Enterprise Security (2), Splunk Enterprise / Splunk Cloud in siem-platforms read as Splunk Enterprise Security (2), Splunk SOAR, formerly Phantom in soar-platforms read as Splunk SOAR (2), Stibo in master-data-management read as Stibo Systems STEP (2), Stibo Systems (STEP) in master-data-management read as Stibo Systems STEP (2), Sucuri Website Security in web-application-firewalls read as Sucuri WAF (2), TeamViewer in digital-employee-experience read as TeamViewer DEX (2), Tenable One Vulnerability Management in vulnerability-management-platforms read as Tenable Vulnerability Management (2), Thycotic in privileged-access-management read as Delinea Secret Server (2), Trellix in endpoint-protection read as Trellix Endpoint Security Suite (2), Trellix in network-detection-and-response read as Trellix NDR (2), Trend Micro in extended-detection-and-response read as Trend Vision One (2), Trend Micro in network-detection-and-response read as Trend Vision One (2), Ubiquiti in sd-wan read as Ubiquiti UniFi (2), Ubiquiti (UniFi) in next-generation-firewalls read as Ubiquiti UniFi (2), UnderDefense Agentic AI SOC in ai-security-platforms read as UnderDefense AI SOC (2), VMware in unified-endpoint-management read as Omnissa Workspace ONE (2), Valence in saas-security-posture-management read as Valence Security (2), Varonis in data-loss-prevention read as Varonis Data Security Platform (2), Veracode Training in secure-code-training read as Veracode Security Labs (2), Vultr in object-storage read as Vultr Object Storage (2), Webroot in endpoint-protection read as Webroot Business Endpoint Protection (2), WinPure in data-quality-and-observability read as WinPure Clean & Match (2), Windows Defender in client-side-protection read as Microsoft Defender for Endpoint (2), Zero Networks (Segment) in microsegmentation read as Zero Networks Segment (2), Zscaler in data-security-posture-management read as Zscaler DSPM (2), Zscaler Advanced SSPM in saas-security-posture-management read as Zscaler SSPM (2), Zyte (formerly Scrapinghub) in proxy-networks read as Zyte API (2), eSentire in managed-detection-and-response read as eSentire MDR (2), eesel in ai-it-support-agents read as eesel AI (2), ABBYY (FlexiCapture / Vantage) in intelligent-document-processing read as ABBYY Vantage (1), ARM in infrastructure-as-code read as Azure Bicep (1), ARM Templates in infrastructure-as-code read as Azure Bicep (1), ARM templates in infrastructure-as-code read as Azure Bicep (1), AWS in api-management read as Amazon API Gateway (1), AWS (Amazon Web Services) in managed-kubernetes-platforms read as Amazon EKS (1), AWS (Lightsail/EC2) in cloud-hosting read as Amazon Web Services (1), AWS (S3) in object-storage read as Amazon S3 (1), AWS (via Lightsail) in cloud-hosting read as Amazon Web Services (1), AWS ALB/ELB in load-balancers read as AWS Elastic Load Balancing (1), AWS API Gateway HTTP APIs in api-gateways read as Amazon API Gateway (1), AWS Bedrock Guardrails in ai-security-platforms read as Amazon Bedrock Guardrails (1), AWS Elastic Container Registry (ECR) in artifact-and-container-registries read as Amazon Elastic Container Registry (1), AWS Elastic Container Registry, ECR in artifact-and-container-registries read as Amazon Elastic Container Registry (1), AWS Elastic Load Balancer (ALB) in load-balancers read as AWS Elastic Load Balancing (1), AWS RDS/Aurora in managed-relational-databases read as Amazon RDS (1), AWS SageMaker Studio in ml-platforms read as Amazon SageMaker (1), AWS-native tools in cloud-cost-management read as AWS Cost Explorer (1), Acronis in extended-detection-and-response read as Acronis Cyber Protect (1), Aikido in cloud-security-posture-management read as Aikido Security (1), Aikido in dynamic-application-security-testing read as Aikido Security (1), Aikido in software-composition-analysis read as Aikido Security (1), Akamai in dns-filtering read as Akamai Enterprise Threat Protector (1), Akamai (Incapsula) in ddos-protection read as Akamai Prolexic (1), Akamai (Noname) in api-security-platforms read as Akamai API Security (1), Akamai Guardicore Centra in microsegmentation read as Akamai Guardicore Segmentation (1), Akamai Linode (LKE) in managed-kubernetes-platforms read as Linode Kubernetes Engine (1), Akamai/Linode in cloud-hosting read as Akamai Connected Cloud (1), AlloyDB in managed-relational-databases read as AlloyDB for PostgreSQL (1), Amazon API Gateway HTTP APIs in api-gateways read as Amazon API Gateway (1), Amazon Kinesis (Data Streams) in streaming-platforms read as Amazon Kinesis Data Streams (1), Amazon Managed Streaming for Kafka (MSK) in streaming-platforms read as Amazon MSK (1), Amazon Q in ai-coding-assistants read as Amazon Q Developer (1), Amazon RDS/Aurora in managed-relational-databases read as Amazon RDS (1), Aqua Platform in container-and-kubernetes-security read as Aqua Security (1), Armis (Armis Centrix) in ot-and-iot-security read as Armis Centrix (1), Armis (Centrix for OT/IoT) in ot-and-iot-security read as Armis Centrix (1), Armis (specifically **Armis Centrix**) in ot-and-iot-security read as Armis Centrix (1), Astrix (now Cisco) in non-human-identity-management read as Astrix Security (1), Astronomer (Astro) in workflow-orchestration read as Astronomer Astro (1), Ataccama in data-quality-and-observability read as Ataccama ONE (1), AtroCore (AtroMDM) in master-data-management read as AtroCore MDM (1), AtroCore (Open Source / Community Edition) in master-data-management read as AtroCore MDM (1), Attaxion (Starter Tier) in attack-surface-management read as Attaxion (1), Avast Business Security in endpoint-protection read as Avast Business (1), Avatier in identity-governance read as Avatier Identity Anywhere (1), Axway in api-management read as Axway Amplify API Management (1), Axway Amplify in api-management read as Axway Amplify API Management (1), Azure in ddos-protection read as Azure DDoS Protection (1), Azure ARM in infrastructure-as-code read as Azure Bicep (1), Azure ARM/Bicep in infrastructure-as-code read as Azure Bicep (1), Azure Blob in backup-and-disaster-recovery read as Azure Blob Storage (1), Azure Blob (LRS) in object-storage read as Azure Blob Storage (1), Azure LB in load-balancers read as Azure Load Balancer (1), Azure Resource Manager / Bicep in infrastructure-as-code read as Azure Bicep (1), BMC Helix in incident-management-and-on-call read as BMC Helix ITSM (1), BMC Remedy in it-service-management read as BMC Helix ITSM (1), Backblaze in object-storage read as Backblaze B2 (1), Barracuda in bot-management read as Barracuda Bot Protection (1), Barracuda in next-generation-firewalls read as Barracuda CloudGen Firewall (1), Barracuda (Older/On-Prem Models) in email-security read as Barracuda Email Protection (1), Barracuda Cloud-to-Cloud in backup-and-disaster-recovery read as Barracuda Cloud-to-Cloud Backup (1), BiZZdesign in enterprise-architecture-tools read as Bizzdesign Horizzon (1), BiZZdesign (HoriZZon) in enterprise-architecture-tools read as Bizzdesign Horizzon (1), Bitdefender in extended-detection-and-response read as Bitdefender GravityZone XDR (1), Bitdefender in managed-detection-and-response read as Bitdefender MDR (1), Bitdefender GravityZone Business Security in endpoint-detection-and-response read as Bitdefender GravityZone EDR (1), Bitwarden (or Vaultwarden) in secrets-management read as Bitwarden Secrets Manager (1), Bitwarden (with Secret Manager) in secrets-management read as Bitwarden Secrets Manager (1), Bitwarden Teams in secrets-management read as Bitwarden Secrets Manager (1), Bizzdesign (Allegro, etc.) in enterprise-architecture-tools read as Bizzdesign Horizzon (1), Blackpoint in managed-detection-and-response read as Blackpoint Cyber (1), BlueCat (Integrity or Micetro) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat (Integrity) in ddi-and-ipam read as BlueCat Integrity (1), BlueCat Networks (Micetro) in ddi-and-ipam read as BlueCat Integrity (1), Boomi (MDM) in master-data-management read as Boomi Data Hub (1), Boomi B2B/EDI in edi-platforms read as Boomi B2B/EDI Management (1), Broadcom in data-loss-prevention read as Symantec Data Loss Prevention (1), Broadcom (Symantec) DLP in data-loss-prevention read as Symantec Data Loss Prevention (1), Broadcom Symantec in data-loss-prevention read as Symantec Data Loss Prevention (1), Carbonite (by OpenText) in backup-and-disaster-recovery read as Carbonite Safe (1), Cato Networks (Cato SASE Cloud) in sd-wan read as Cato SASE Cloud (1), Cato Networks SASE Cloud in sd-wan read as Cato SASE Cloud (1), Cequence in api-security-platforms read as Cequence Unified API Protection (1), Cequence in bot-management read as Cequence Bot Management (1), Check Point in sase-platforms read as Check Point Harmony SASE (1), Check Point (formerly Avanan) in email-security read as Check Point Harmony Email & Collaboration (1), Check Point Harmony Email in email-security read as Check Point Harmony Email & Collaboration (1), Check Point Harmony Email (Avanan) in email-security read as Check Point Harmony Email & Collaboration (1), Check Point WAF in web-application-firewalls read as Check Point CloudGuard WAF (1), Checkmarx in api-security-platforms read as Checkmarx One (1), Checkmarx (Checkmarx One) in static-application-security-testing read as Checkmarx One (1), Checkmarx (CxSAST / Checkmarx One) in static-application-security-testing read as Checkmarx One (1), Checkmarx (webgoat) in dynamic-application-security-testing read as Checkmarx One (1), Cisco Firepower in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco Firepower (legacy) in next-generation-firewalls read as Cisco Secure Firewall (1), Cisco Meraki in network-monitoring-and-management read as Cisco Meraki Dashboard (1), Cisco Meraki MX Series in next-generation-firewalls read as Cisco Meraki MX (1), Cisco Meraki MX Series (MX67, MX75) in next-generation-firewalls read as Cisco Meraki MX (1), Cisco Talos Intelligence in threat-intelligence-platforms read as Cisco Talos (1), Cisco Tetration in microsegmentation read as Cisco Secure Workload (1), Cisco Webex Meetings in video-conferencing read as Cisco Webex (1), Citrix (Citrix DaaS / Citrix Virtual Apps & Desktops) in virtual-desktops read as Citrix DaaS (1), Citrix Virtual Apps and Desktops (CVAD) in virtual-desktops read as Citrix DaaS (1), Citrix XenServer / Citrix Hypervisor in server-virtualization-platforms read as Citrix Hypervisor (1), Claroty (specifically **Claroty xDome**) in ot-and-iot-security read as Claroty xDome (1), Claroty (xCPS / CTD) in ot-and-iot-security read as Claroty xDome (1), Claroty (xDome / CTD) in ot-and-iot-security read as Claroty xDome (1), Claroty (xDome) in ot-and-iot-security read as Claroty xDome (1), Claroty (xDome/Continuous Threat Detection) in ot-and-iot-security read as Claroty xDome (1), Cleo (modern plans) in edi-platforms read as Cleo Integration Cloud (1), Cleo Cloud in edi-platforms read as Cleo Integration Cloud (1), CloudBees in ci-cd-platforms read as CloudBees CI (1), Cloudflare in api-gateways read as Cloudflare API Gateway (1), Cloudflare in api-management read as Cloudflare API Gateway (1), Cloudflare in sase-platforms read as Cloudflare One (1), Cloudflare (Business Plan) in bot-management read as Cloudflare Bot Management (1), Cloudflare (Business plan) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare (Free Plan) in api-security-platforms read as Cloudflare API Shield (1), Cloudflare (Free Plan) in bot-management read as Cloudflare Bot Management (1), Cloudflare (Free Plan) in managed-dns read as Cloudflare DNS (1), Cloudflare (Pro / Business) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare (Pro Plan) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare (Pro or Business Plan) in web-application-firewalls read as Cloudflare WAF (1), Cloudflare (SaaS/Websites) in certificate-lifecycle-management read as Cloudflare Universal SSL (1), Cloudflare (Super Bot Fight Mode & Turnstile) in bot-management read as Cloudflare Bot Management (1), Cloudflare (Super Bot Fight Mode) in bot-management read as Cloudflare Bot Management (1), Cloudflare Business in load-balancers read as Cloudflare Load Balancing (1), Cloudflare Free in bot-management read as Cloudflare Bot Management (1), Cloudflare Free in web-application-firewalls read as Cloudflare WAF (1), Cloudflare Gateway in proxy-networks read as Cloudflare One (1), Cloudflare One / Cloudflare Access in zero-trust-network-access read as Cloudflare One (1), Cloudflare Pro in bot-management read as Cloudflare Bot Management (1), Cloudflare's WAF in web-application-firewalls read as Cloudflare WAF (1), Cloudfuze in microsoft-365-management read as CloudFuze Manage (1), Conifers.ai CognitiveSOC in ai-soc-agents read as Conifers CognitiveSOC (1), Corelight (with Zeek/Stamus) in network-detection-and-response read as Corelight Open NDR (1), Cortex XDR in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (1), Cortex XSIAM in siem-platforms read as Palo Alto Networks Cortex XSIAM (1), Cribl in log-management read as Cribl Stream (1), CrowdStrike Falcon in application-security-posture-management read as CrowdStrike Falcon Cloud Security (1), CrowdStrike Falcon in cloud-native-application-protection read as CrowdStrike Falcon Cloud Security (1), CrowdStrike Falcon (Falcon Go) in endpoint-detection-and-response read as CrowdStrike Falcon Insight (1), CrowdStrike Falcon Cloud in cloud-native-application-protection read as CrowdStrike Falcon Cloud Security (1), CrowdStrike Falcon Complete in endpoint-detection-and-response read as CrowdStrike Falcon Insight (1), CrowdStrike Falcon Endpoint Protection Platform in client-side-protection read as CrowdStrike Falcon (1), CrowdStrike Falcon Go / Pro in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), CrowdStrike Falcon Insight XDR in endpoint-detection-and-response read as CrowdStrike Falcon Insight (1), CrowdStrike Falcon Insight XDR in network-detection-and-response read as CrowdStrike Falcon (1), CrowdStrike Identity Protection in identity-threat-detection-and-response read as CrowdStrike Falcon Identity Protection (1), CrowdStrike XDR in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), CyberArk in certificate-lifecycle-management read as CyberArk Certificate Manager (1), CyberArk (CLM module) in certificate-lifecycle-management read as CyberArk Certificate Manager (1), CyberArk (Conjur) in non-human-identity-management read as CyberArk Identity Security Platform (1), CyberArk (Identity Security) in workforce-identity-and-sso read as CyberArk Identity (1), Cyware in threat-intelligence-platforms read as Cyware Intel Exchange (1), D3 Security in soar-platforms read as D3 Security Smart SOAR (1), Databricks in ai-governance-platforms read as Databricks Unity Catalog (1), Databricks in etl-and-elt read as Databricks Lakeflow (1), Databricks Machine Learning in ml-platforms read as Databricks Mosaic AI (1), Databricks Machine Learning (Lakehouse AI) in ml-platforms read as Databricks Mosaic AI (1), Datadog in cloud-cost-management read as Datadog Cloud Cost Management (1), Datadog in cloud-security-posture-management read as Datadog Cloud Security Management (1), Datadog in container-and-kubernetes-security read as Datadog Cloud Security Management (1), Datadog (APM) in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (1), Datadog Synthetics in website-and-synthetic-monitoring read as Datadog Synthetic Monitoring (1), Datto (ALTO or SIRIS) in backup-and-disaster-recovery read as Datto SIRIS (1), Datto (Autotask) in backup-and-disaster-recovery read as Datto SIRIS (1), Datto (by Commvault) in backup-and-disaster-recovery read as Datto SIRIS (1), Datto (by Kaseya) in backup-and-disaster-recovery read as Datto SIRIS (1), Defender for Endpoint in endpoint-detection-and-response read as Microsoft Defender for Endpoint (1), Delinea in business-password-managers read as Delinea Secret Server (1), Delinea (formerly Thycotic + Centrify) in privileged-access-management read as Delinea Secret Server (1), Delinea (formerly Thycotic/Centrify) in privileged-access-management read as Delinea Secret Server (1), Delinea (formerly Thycotic/Centrify) in secrets-management read as Delinea Secret Server (1), Dell (PowerStore) in enterprise-storage-systems read as Dell Technologies (1), Dell (PowerStore/Unity) in enterprise-storage-systems read as Dell Technologies (1), Dell Boomi in edi-platforms read as Boomi B2B/EDI Management (1), Devolutions in privileged-access-management read as Devolutions Server (1), Devolutions PAM in privileged-access-management read as Devolutions Server (1), DigiCert Trust Lifecycle Manager (TLM) — Essentials Plan in certificate-lifecycle-management read as DigiCert Trust Lifecycle Manager (1), Digital.ai (formerly Arxan) in application-shielding read as Digital.ai Application Protection (1), DigitalOcean in load-balancers read as DigitalOcean Load Balancers (1), DigitalOcean in object-storage read as DigitalOcean Spaces (1), DigitalOcean Kubernetes - DOKS in managed-kubernetes-platforms read as DigitalOcean Kubernetes (1), DigitalOcean Kubernetes – DOKS in managed-kubernetes-platforms read as DigitalOcean Kubernetes (1), DigitalOcean Kubernetes, DOKS in managed-kubernetes-platforms read as DigitalOcean Kubernetes (1), Diligent in grc-platforms read as Diligent One (1), DoveRunner (AppSealing) in application-shielding read as DoveRunner AppSealing (1), DoveRunner (formerly known as AppSealing) in application-shielding read as DoveRunner AppSealing (1), Doverunner in application-shielding read as DoveRunner AppSealing (1), Dragos (Dragos Platform) in ot-and-iot-security read as Dragos Platform (1), Drone in ci-cd-platforms read as Drone CI (1), Dtex in insider-risk-management read as DTEX InTERCEPT (1), ELK in log-management read as Elastic Stack (1), ELK in telemetry-pipelines read as ELK Stack (1), ELK (Elasticsearch, Logstash, Kibana) in telemetry-pipelines read as ELK Stack (1), ELK (Elasticsearch/Logstash/Kibana) in log-management read as Elastic Stack (1), ELK Stack (Elasticsearch + Logstash + Kibana) in log-management read as Elastic Stack (1), ELK Stack (Elasticsearch, Logstash, Kibana) in observability-platforms read as Elastic Stack (1), ESET PROTECT Enterprise in endpoint-detection-and-response read as ESET PROTECT (1), Elastic in endpoint-detection-and-response read as Elastic Security (1), Elastic in telemetry-pipelines read as Elastic Observability (1), Elastic (ELK Stack) in application-performance-monitoring read as Elastic APM (1), Elastic (ELK Stack) in log-management read as Elastic Stack (1), Elastic (ELK) in observability-platforms read as Elastic Observability (1), Elastic (ELK) Stack in telemetry-pipelines read as Elastic Observability (1), Elastic (Free Tier) in telemetry-pipelines read as Elastic Observability (1), Elastic Cloud in observability-platforms read as Elastic Observability (1), Elastic Cloud in telemetry-pipelines read as Elastic Observability (1), Elastic Cloud (Elastic Security) in siem-platforms read as Elastic Security (1), Elastic Cloud (Observability) in aiops-platforms read as Elastic Observability (1), Elastic Stack (ELK) in telemetry-pipelines read as Elastic Observability (1), Elasticsearch (Self-Managed) in log-management read as Elastic Stack (1), Entrust in certificate-lifecycle-management read as Entrust Certificate Manager (1), Exabeam in extended-detection-and-response read as Exabeam Fusion (1), Exabeam Fusion in siem-platforms read as Exabeam (1), F5 Bot Defense in bot-management read as F5 Distributed Cloud Bot Defense (1), F5 Shape in bot-management read as F5 Distributed Cloud Bot Defense (1), Falcon Go in extended-detection-and-response read as CrowdStrike Falcon Insight XDR (1), Fastly in bot-management read as Fastly Bot Management (1), Fastly (Fastly Next‑Gen WAF) in web-application-firewalls read as Fastly Next-Gen WAF (1), Fastly (formerly Signal Sciences) in web-application-firewalls read as Fastly Next-Gen WAF (1), FatPipe in sd-wan read as FatPipe SD-WAN (1), Fidelis in deception-technology read as Fidelis Deception (1), Fidelis Cybersecurity in deception-technology read as Fidelis Deception (1), Field Effect in managed-detection-and-response read as Field Effect MDR (1), Field Effect (Covalence) in managed-detection-and-response read as Field Effect MDR (1), Field Effect (MDR Core) in managed-detection-and-response read as Field Effect MDR (1), Flexera (Flexera One) in it-financial-management read as Flexera One (1), Forcepoint in ai-security-platforms read as Forcepoint Data Security Cloud (1), Forescout (EnterpriseView + OT modules) in ot-and-iot-security read as Forescout Vistaro Platform (1), Forescout (Vistaro/eyeSight) in ot-and-iot-security read as Forescout Vistaro Platform (1), ForgeRock (now part of Ping Identity) in workforce-identity-and-sso read as ForgeRock Identity Platform (1), Fortinet in network-detection-and-response read as Fortinet FortiNDR (1), Fortinet (FortiGate "F" or "G" Series, e.g., 40F, 60F, 70G) in next-generation-firewalls read as Fortinet FortiGate (1), Fortinet (FortiGate 40F / 50G) in sd-wan read as Fortinet Secure SD-WAN (1), Fortinet (FortiGate Rugged + FortiGuard OT Security) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (FortiGate Rugged + OT Security Service) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (FortiGate Secure SD-WAN) in sd-wan read as Fortinet Secure SD-WAN (1), Fortinet (FortiGate, FortiNAC) in ot-and-iot-security read as Fortinet OT Security Platform (1), Fortinet (FortiGate/FortiOS) in sase-platforms read as Fortinet FortiSASE (1), Fortinet (FortiManager) in sase-platforms read as Fortinet FortiSASE (1), Fortinet (FortiSASE/ZTNA) in zero-trust-network-access read as Fortinet Universal ZTNA (1), Fortinet (Secure SD-WAN) in sd-wan read as Fortinet Secure SD-WAN (1), Fortinet FortiGate 70G in next-generation-firewalls read as Fortinet FortiGate (1), Fortinet FortiGate series in next-generation-firewalls read as Fortinet FortiGate (1), Fortinet FortiGate-60F in next-generation-firewalls read as Fortinet FortiGate (1), Fortinet Secure SD‑WAN in sd-wan read as Fortinet Secure SD-WAN (1), Fortra Digital Guardian in data-loss-prevention read as Fortra DLP (1), Fortra GoAnywhere in managed-file-transfer read as Fortra GoAnywhere MFT (1), Fortra's GoAnywhere in managed-file-transfer read as Fortra GoAnywhere MFT (1), Fortra’s GoAnywhere in managed-file-transfer read as Fortra GoAnywhere MFT (1), GCP LB in load-balancers read as GCP Cloud Load Balancing (1), GitHub Code Security with CodeQL in static-application-security-testing read as GitHub Advanced Security (1), GitHub Code Security/CodeQL in static-application-security-testing read as GitHub Advanced Security (1), GitHub Container Registry (GHCR) + GitHub Packages in artifact-and-container-registries read as GitHub Packages (1), GitHub Container Registry (GHCR) / GitHub Packages in artifact-and-container-registries read as GitHub Packages (1), GitHub Container Registry (`ghcr.io`) in artifact-and-container-registries read as GitHub Packages (1), GitHub Container Registry `ghcr.io` in artifact-and-container-registries read as GitHub Packages (1), GitHub Packages & GitHub Container Registry (GHCR) in artifact-and-container-registries read as GitHub Packages (1), GitHub Packages / GHCR (ghcr.io) in artifact-and-container-registries read as GitHub Packages (1), GitHub Packages / GitHub Container Registry (GHCR) in artifact-and-container-registries read as GitHub Packages (1), GitHub Packages/GHCR in artifact-and-container-registries read as GitHub Packages (1), GitLab in static-application-security-testing read as GitLab SAST (1), GitLab Self-Managed in source-control-hosting read as GitLab (1), Globalscape in managed-file-transfer read as Globalscape EFT (1), Globalscape (Accellion) in managed-file-transfer read as Globalscape EFT (1), Globalscape EFT - Enhanced File Transfer in managed-file-transfer read as Globalscape EFT (1), Globalscape EFT / Enhanced File Transfer in managed-file-transfer read as Globalscape EFT (1), Gloo in api-gateways read as Gloo Gateway (1), GoAnywhere (by Progress) in managed-file-transfer read as GoAnywhere MFT (1), Google 2-Step Verification in multi-factor-authentication read as Google Workspace 2-Step Verification (1), Google 2-Step Verification (2SV) in multi-factor-authentication read as Google Workspace 2-Step Verification (1), Google Chronicle in soar-platforms read as Google Security Operations SOAR (1), Google Chronicle (Security Operations) in siem-platforms read as Google Security Operations (1), Google Cloud in ddos-protection read as Google Cloud Armor (1), Google Cloud AI Platform / Vertex AI in ml-platforms read as Google Vertex AI (1), Google Container Registry (GCR) / Artifact Registry in artifact-and-container-registries read as Google Artifact Registry (1), Google Mandiant in threat-intelligence-platforms read as Google Threat Intelligence (1), Google SecOps in siem-platforms read as Google Security Operations (1), Google SecOps in soar-platforms read as Google Security Operations SOAR (1), Google SecOps (Chronicle) in siem-platforms read as Google Security Operations (1), Google Security Operations in soar-platforms read as Google Security Operations SOAR (1), Google Workspace (Built-in Google Identity) in workforce-identity-and-sso read as Google Cloud Identity (1), Google Workspace (formerly G Suite) in workforce-identity-and-sso read as Google Cloud Identity (1), Google Workspace Identity in workforce-identity-and-sso read as Google Cloud Identity (1), Google Workspace security in email-security read as Google Workspace (1), Grafana Cloud (LGTM Stack) in observability-platforms read as Grafana (1), Grafana Cloud / Grafana Stack in application-performance-monitoring read as Grafana Cloud (1), Grafana Stack in observability-platforms read as Grafana (1), Grafana stack in observability-platforms read as Grafana (1), Group-IB in threat-intelligence-platforms read as Group-IB Threat Intelligence (1), Guardsquare (DexGuard + iXGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard for Android / iXGuard for iOS) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard for Android/iXGuard for iOS) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard/ProGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (DexGuard/iXGuard + AppSweep) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare (ProGuard/DexGuard) in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare DexGuard in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare – DexGuard for Android / iXGuard for iOS in application-shielding read as Guardsquare DexGuard / iXGuard (1), Guardsquare/DexGuard in application-shielding read as Guardsquare DexGuard / iXGuard (1), HPE (Aruba) in sase-platforms read as HPE Aruba (1), HPE Alletra Storage in enterprise-storage-systems read as HPE Alletra (1), HUMAN (PerimeterX) in client-side-protection read as HUMAN Security (1), HYCU in backup-and-disaster-recovery read as HYCU R-Cloud (1), Harness Internal Developer Portal in internal-developer-portals read as Harness IDP (1), Harness Internal Developer Portal (IDP) in internal-developer-portals read as Harness IDP (1), HubSpot (CRM) in it-financial-management read as HubSpot CRM (1), HubSpot (Operations/Service Hub) in it-financial-management read as HubSpot CRM (1), Hubspot in it-service-management read as HubSpot Service Hub (1), Huntress (Managed EDR) in endpoint-protection read as Huntress Managed EDR (1), Huntress Managed Security Awareness in security-awareness-training read as Huntress Managed Security Awareness Training (1), IBM Aspera Managed File Transfer in managed-file-transfer read as IBM Aspera (1), IBM Cloud Kubernetes in managed-kubernetes-platforms read as IBM Cloud Kubernetes Service (1), IBM Guardium Data Protection in data-security-posture-management read as IBM Guardium (1), IBM Kubernetes Service in managed-kubernetes-platforms read as IBM Cloud Kubernetes Service (1), IBM NS1 in managed-dns read as IBM NS1 Connect (1), IBM RPA in robotic-process-automation read as IBM Robotic Process Automation (1), IBM X-Force in threat-intelligence-platforms read as IBM X-Force Exchange (1), Illumio Zero Trust Segmentation in microsegmentation read as Illumio Segmentation (1), Imperva (Incapsula) in ddos-protection read as Imperva DDoS Protection (1), Imperva (by Thales) in bot-management read as Imperva Advanced Bot Protection (1), Imperva Advanced Bot Management in bot-management read as Imperva Advanced Bot Protection (1), Imperva Bot Protection in bot-management read as Imperva Advanced Bot Protection (1), InMotion in cloud-hosting read as InMotion Hosting (1), Incapsula in bot-management read as Imperva Advanced Bot Protection (1), Indusface in bot-management read as Indusface AppTrana (1), Infoblox NIOS / DDI in ddi-and-ipam read as Infoblox NIOS (1), Infoblox NIOS DDI in ddi-and-ipam read as Infoblox NIOS (1), Informatica (Data Services / Cloud Data Integration) in data-virtualization read as Informatica Intelligent Data Management Cloud (1), Informatica (IDMC/EDC) in data-catalogs-and-governance read as Informatica Intelligent Data Management Cloud (1), Informatica (PowerCenter or Intelligent Data Management Cloud - IDMC) in etl-and-elt read as Informatica Intelligent Data Management Cloud (1), Informatica Cloud in etl-and-elt read as Informatica Intelligent Data Management Cloud (1), Informatica Intelligent Data Management Cloud (IDMC) in master-data-management read as Informatica MDM (1), Informatica Intelligent MDM in master-data-management read as Informatica MDM (1), Informatica MDM / Informatica Intelligent Data Management Cloud in master-data-management read as Informatica MDM (1), Informatica MDM / Intelligent Data Management Cloud in master-data-management read as Informatica MDM (1), Informatica MDM/IDMC in master-data-management read as Informatica MDM (1), Informatica Multidomain MDM / IDMC in master-data-management read as Informatica MDM (1), Intercom (Fin) in ai-it-support-agents read as Intercom Fin (1), Intercom with Fin AI Agent in ai-it-support-agents read as Intercom Fin (1), Intruder.io (Cloud Plan) in attack-surface-management read as Intruder (1), Inuvika in virtual-desktops read as Inuvika OVD Enterprise (1), Invicti in application-security-posture-management read as Invicti ASPM (1), Ivanti in incident-management-and-on-call read as Ivanti Neurons for ITSM (1), Ivanti (HEAT / Service Manager) in it-service-management read as Ivanti Neurons for ITSM (1), Ivanti (enterprise suites) in patch-management read as Ivanti Neurons for Patch Management (1), JFrog in artifact-and-container-registries read as JFrog Artifactory (1), JSCAPE in managed-file-transfer read as JSCAPE MFT Server (1), JSCAPE MFT (by Redwood) in managed-file-transfer read as JSCAPE MFT Server (1), Jira in it-service-management read as Jira Service Management (1), Jscape in managed-file-transfer read as JSCAPE MFT Server (1), Juniper in next-generation-firewalls read as Juniper SRX Series (1), Juniper in sd-wan read as Juniper Session Smart Routing (SSR) / Mist SD-WAN (1), Juniper (EX/QFX) in data-center-networking read as Juniper Networks (1), KEMP in load-balancers read as Kemp LoadMaster (1), Kaseya (formerly Datto RMM) in remote-monitoring-and-management read as Kaseya VSA (1), Keeper (Business Plan) in business-password-managers read as Keeper Security (1), Kemp Technologies LoadMaster in load-balancers read as Kemp LoadMaster (1), Klippa (Doxis AI.dp) in intelligent-document-processing read as Klippa DocHorizon (1), Klippa (now Doxis) in intelligent-document-processing read as Klippa DocHorizon (1), Kong (Community Edition) in api-gateways read as Kong Gateway (1), Kong (Community Edition) in api-management read as Kong Gateway (1), Kong (Enterprise Edition - Konnect Plus) in api-management read as Kong Gateway (1), Kong (Kong Gateway + Kong Konnect Developer Portal) in api-management read as Kong Gateway (1), Kong (Kong Gateway + Konnect) in api-management read as Kong Gateway (1), Kong (Konnect) in api-gateways read as Kong Gateway (1), Kong API Gateway in api-gateways read as Kong Gateway (1), Kong Enterprise (and Self-Hosted Kong OSS) in api-management read as Kong Gateway (1), Lacework (FortiCNAPP) in cloud-native-application-protection read as FortiCNAPP (1), Lacework (FortiCNAPP) in cloud-security-posture-management read as Lacework FortiCNAPP (1), Lacework (now FortiCNAPP) in cloud-native-application-protection read as FortiCNAPP (1), Lacework (now FortiCNAPP) in cloud-security-posture-management read as Lacework FortiCNAPP (1), Linode (Akamai Connected Cloud) in cloud-hosting read as Akamai Connected Cloud (1), Linode (LKE) in managed-kubernetes-platforms read as Linode Kubernetes Engine (1), Linode (now Akamai Cloud) in managed-kubernetes-platforms read as Linode Kubernetes Engine (1), Linode (now Akamai Connected Cloud) in cloud-hosting read as Akamai Connected Cloud (1), MSP360 Backup in backup-and-disaster-recovery read as MSP360 Managed Backup (1), ManageEngine in it-asset-management read as ManageEngine AssetExplorer (1), ManageEngine in network-monitoring-and-management read as ManageEngine OpManager (1), ManageEngine in siem-platforms read as ManageEngine Log360 (1), ManageEngine (AssetExplorer) in it-asset-management read as ManageEngine AssetExplorer (1), Mandiant Advantage (Google Cloud) in threat-intelligence-platforms read as Mandiant Threat Intelligence (1), McAfee in data-loss-prevention read as McAfee DLP (1), Mend (WhiteSource) in software-composition-analysis read as Mend.io (1), Mend (formerly Veracode) in software-composition-analysis read as Mend.io (1), Mend.io in static-application-security-testing read as Mend SAST (1), Meraki (Cisco) in sd-wan read as Cisco Meraki SD-WAN (1), Microsoft 365 Business Premium in data-loss-prevention read as Microsoft 365 (1), Microsoft 365 native backup in backup-and-disaster-recovery read as Microsoft 365 Backup (1), Microsoft Defender in container-and-kubernetes-security read as Microsoft Defender for Containers (1), Microsoft Defender (Built-in) in client-side-protection read as Microsoft Defender for Endpoint (1), Microsoft Defender for Cloud – Foundational CSPM in cloud-security-posture-management read as Microsoft Defender for Cloud (1), Microsoft Defender for Endpoint Plan 2 in endpoint-detection-and-response read as Microsoft Defender for Endpoint (1), Microsoft Defender for Office 365 Plan 2 in email-security read as Microsoft Defender for Office 365 (1), Microsoft Endpoint Analytics (via Intune) in digital-employee-experience read as Microsoft Intune Endpoint Analytics (1), Microsoft Entra in identity-governance read as Microsoft Entra ID (1), Microsoft Entra in non-human-identity-management read as Microsoft Entra ID (1), Microsoft Entra (Azure AD) in identity-governance read as Microsoft Entra ID (1), Microsoft Entra (Identity Governance add‑ons) in non-human-identity-management read as Microsoft Entra ID (1), Microsoft System Center Configuration Manager (SCCM/Intune-On-Prem) in patch-management read as Microsoft Configuration Manager (1), MikroTik (RouterBoard / Cloud Router Switch) in data-center-networking read as MikroTik CRS Series (1), Mimecast (Cloud Gateway) in email-security read as Mimecast Email Security (1), Mimecast Incydr in insider-risk-management read as Code42 Incydr (1), MinIO (self-hosted) in object-storage read as MinIO AIStor (1), Mirantis in managed-kubernetes-platforms read as Mirantis Kubernetes Engine (1), ModelOp (formerly ModelOp Center) in ai-governance-platforms read as ModelOp Center (1), MongoDB in vector-databases read as MongoDB Atlas Vector Search (1), MongoDB Atlas (M0 Free Tier) in nosql-databases read as MongoDB (1), MongoDB Atlas (managed) in nosql-databases read as MongoDB (1), Motadata in aiops-platforms read as Motadata ObserveOps (1), Motadata in data-center-infrastructure-management read as Motadata ObserveOps (1), Motadata in log-management read as Motadata ObserveOps (1), MuleSoft in edi-platforms read as MuleSoft Anypoint Platform (1), MuleSoft (Salesforce Anypoint Platform) in api-management read as MuleSoft Anypoint Platform (1), N-able in patch-management read as N-able N-central (1), NVIDIA in data-center-networking read as NVIDIA Spectrum-X (1), NetApp (AFF) in enterprise-storage-systems read as NetApp AFF (1), NetApp (AFF/AFF C-series) in enterprise-storage-systems read as NetApp AFF (1), NetApp (entry-level like AFF A-Series) in enterprise-storage-systems read as NetApp AFF (1), NetApp AFF A-Series in enterprise-storage-systems read as NetApp AFF (1), NetApp AFF A-Series (All-Flash) in enterprise-storage-systems read as NetApp AFF (1), NetApp AFF A-series in enterprise-storage-systems read as NetApp AFF (1), NinjaOne (ex-NinjaRMM) in patch-management read as NinjaOne Autonomous Patch Management (1), NinjaOne Patch Management in patch-management read as NinjaOne Autonomous Patch Management (1), NinjaOne Patch Management (formerly NinjaRMM) in patch-management read as NinjaOne Autonomous Patch Management (1), Nlyte Software (Carrier) in data-center-infrastructure-management read as Nlyte DCIM (1), Nozomi Networks (Guardian/Vantage) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks (Vantage + Guardian Sensors) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks (Vantage + Guardian) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nozomi Networks (specifically **Nozomi Vantage**) in ot-and-iot-security read as Nozomi Networks Guardian (1), Nutanix AHV / HCI in server-virtualization-platforms read as Nutanix AHV (1), Nutanix Cloud Platform (AHV) in server-virtualization-platforms read as Nutanix AHV (1), Okta in identity-threat-detection-and-response read as Okta Identity Threat Protection (1), Okta (Professional) in workforce-identity-and-sso read as Okta Workforce Identity (1), Okta (and Auth0 by Okta) in multi-factor-authentication read as Okta Verify (1), Okta Identity Cloud in zero-trust-network-access read as Okta Access Gateway (1), Okta Identity Threat Protection with Okta AI in identity-threat-detection-and-response read as Okta Identity Threat Protection (1), Okta Workforce in workforce-identity-and-sso read as Okta Workforce Identity (1), Okta Workforce Identity in multi-factor-authentication read as Okta Verify (1), Omnissa (formerly VMware Workspace ONE) in unified-endpoint-management read as Omnissa Workspace ONE (1), One Identity (Manager) in identity-governance read as One Identity Manager (1), OneIdentity in identity-governance read as One Identity Manager (1), OneTrust (AI Governance Module) in ai-governance-platforms read as OneTrust AI Governance (1), OneTrust AI in ai-governance-platforms read as OneTrust AI Governance (1), OneTrust AI Suite in ai-governance-platforms read as OneTrust AI Governance (1), Onetrust in compliance-automation read as OneTrust Tech Risk & Compliance (1), Onetrust in third-party-risk-management read as OneTrust Third-Party Risk Management (1), OpenText (ArcSight) in siem-platforms read as OpenText ArcSight (1), OpenText (formerly GXS) in edi-platforms read as OpenText Trading Grid (1), Oracle in data-virtualization read as Oracle Data Virtualization (1), Oracle in managed-kubernetes-platforms read as Oracle Container Engine for Kubernetes (1), Oracle Cloud (Free Tier) in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle Cloud (OCI) in cloud-hosting read as Oracle Cloud Infrastructure (1), Oracle Cloud Infrastructure in managed-kubernetes-platforms read as Oracle Container Engine for Kubernetes (1), Oracle Data Masking & Subsetting in data-masking-and-test-data read as Oracle Data Masking and Subsetting (1), Oracle NoSQL in nosql-databases read as Oracle NoSQL Database (1), Orca in application-security-posture-management read as Orca Security (1), Orca in vulnerability-management-platforms read as Orca Security (1), PRTG in network-detection-and-response read as Paessler PRTG Network Monitor (1), PRTG Network Monitor (Free Edition) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), PRTG Network Monitor (Freeware Edition) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), Paessler PRTG (Free Version) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), Paessler PRTG (Freeware Edition) in network-monitoring-and-management read as Paessler PRTG Network Monitor (1), PagerDuty AIOps / Signal Intelligence in aiops-platforms read as PagerDuty AIOps (1), Palantir in ml-platforms read as Palantir Foundry (1), Palo Alto in cloud-security-posture-management read as Prisma Cloud (1), Palo Alto in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (1), Palo Alto in endpoint-protection read as Palo Alto Networks Cortex XDR (1), Palo Alto in identity-threat-detection-and-response read as Palo Alto Networks Cortex XSIAM (1), Palo Alto in ot-and-iot-security read as Palo Alto Networks (1), Palo Alto in sd-wan read as Palo Alto Networks Prisma SD-WAN (1), Palo Alto (OT modules) in ot-and-iot-security read as Palo Alto Networks (1), Palo Alto (Prisma/Terraform) in microsegmentation read as Palo Alto Networks (1), Palo Alto Cortex Cloud in cloud-native-application-protection read as Palo Alto Networks Cortex Cloud (1), Palo Alto Cortex XDR in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (1), Palo Alto Cortex XSOAR (formerly Demisto) in soar-platforms read as Cortex XSOAR (1), Palo Alto Networks in endpoint-detection-and-response read as Palo Alto Networks Cortex XDR (1), Palo Alto Networks in endpoint-protection read as Palo Alto Networks Cortex XDR (1), Palo Alto Networks in identity-threat-detection-and-response read as Palo Alto Networks Cortex XSIAM (1), Palo Alto Networks in managed-detection-and-response read as Unit 42 Managed Detection and Response (1), Palo Alto Networks (Captive Portal / VM-Series) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (CloudGenix) in sd-wan read as Palo Alto Networks Prisma SD-WAN (1), Palo Alto Networks (PA Series) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PA-400 Series) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PA-400 Series: PA-410 or PA-440) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PA-510 or VM-Series) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (PA-Series, e.g., PA-440 or higher) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks (Prisma Access / CNAPP suites) in zero-trust-network-access read as Palo Alto Networks Prisma Access (1), Palo Alto Networks (Prisma Access) in zero-trust-network-access read as Palo Alto Networks Prisma Access (1), Palo Alto Networks (Prisma SASE) in sase-platforms read as Palo Alto Networks Prisma SASE (1), Palo Alto Networks (entry-level PA-400 series) in next-generation-firewalls read as Palo Alto Networks NGFW (1), Palo Alto Networks DLP in data-loss-prevention read as Palo Alto Networks Enterprise DLP (1), Palo Alto Networks PA-400 series in next-generation-firewalls read as Palo Alto Networks PA-Series (1), Picus Platform in breach-and-attack-simulation read as Picus Security Validation Platform (1), Ping in customer-identity-and-access-management read as Ping Identity (1), Planview in it-financial-management read as Planview Portfolios (1), PostgreSQL (`pgvector`) in vector-databases read as pgvector (1), PreEmptive in application-shielding read as PreEmptive Dotfuscator (1), PreEmptive (Dotfuscator & JSDefender) in application-shielding read as PreEmptive Dotfuscator (1), PreEmptive (Dotfuscator/DashO) in application-shielding read as PreEmptive Dotfuscator (1), Profisee Platform in master-data-management read as Profisee MDM (1), Progress MOVEit Cloud in managed-file-transfer read as Progress MOVEit Transfer (1), Proofpoint (Enterprise) in email-security read as Proofpoint Email Protection (1), Proofpoint (Full Suite) in data-loss-prevention read as Proofpoint Enterprise DLP (1), Proofpoint (ZenGuide) in security-awareness-training read as Proofpoint ZenGuide (1), Proofpoint Archive / Communications Compliance in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (1), Proofpoint Archiving in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (1), Proofpoint Essentials in communications-archiving-and-compliance read as Proofpoint Enterprise Archive (1), Proofpoint Essentials in digital-risk-protection read as Proofpoint Digital Risk Protection (1), Proofpoint Insider Threat in insider-risk-management read as Proofpoint Insider Threat Management (1), Pure Storage (FlashArray //X or //C) in enterprise-storage-systems read as Pure Storage FlashArray (1), Pure Storage (FlashArray//C) in enterprise-storage-systems read as Pure Storage FlashArray (1), Purview (Microsoft) in data-security-posture-management read as Microsoft Purview (1), Qualys (VMDR) in vulnerability-management-platforms read as Qualys VMDR (1), Qualys Web App Scanning (WAS) in dynamic-application-security-testing read as Qualys Web Application Scanning (1), RSA in multi-factor-authentication read as RSA SecurID (1), RSA Identity Governance & Lifecycle in identity-governance read as RSA Governance & Lifecycle (1), Rapid7 in cloud-native-application-protection read as Rapid7 InsightCloudSec (1), Rapid7 in siem-platforms read as Rapid7 InsightIDR (1), Rapid7 in soar-platforms read as Rapid7 InsightConnect (1), Rapid7 (InsightVM) in vulnerability-management-platforms read as Rapid7 InsightVM (1), Rapid7 (Managed Threat Complete) in soar-platforms read as Rapid7 InsightConnect (1), Rapid7 (formerly IntSights) in threat-intelligence-platforms read as Rapid7 Threat Command (1), Rapid7 (now part of ThreatConnect) in deception-technology read as Rapid7 InsightIDR (1), Rapid7 (with InsightIDR Advanced/Ultimate tiers) in deception-technology read as Rapid7 InsightIDR (1), Rapid7 Nexpose in vulnerability-management-platforms read as Rapid7 InsightVM (1), Red Hat Advanced Cluster Security (RHACS) in container-and-kubernetes-security read as Red Hat Advanced Cluster Security for Kubernetes (1), Rencore in microsoft-365-management read as Rencore Governance (1), Riak in nosql-databases read as Riak KV (1), Rippling in unified-endpoint-management read as Rippling IT (1), RiskOnnect in business-continuity-management read as Riskonnect Business Continuity & Resilience (1), Riskonnect Business Continuity in business-continuity-management read as Riskonnect Business Continuity & Resilience (1), Riverbed in sd-wan read as Riverbed SteelConnect (1), SANS in security-awareness-training read as SANS Security Awareness (1), SAP in robotic-process-automation read as SAP Build Process Automation (1), SAP Master Data Governance, MDG in master-data-management read as SAP Master Data Governance (1), SCCM in patch-management read as Microsoft Configuration Manager (1), Safe in cyber-risk-quantification read as SAFE One (1), SailPoint (Identity Security Cloud or IdentityIQ) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint (IdentityNow / Identity Security Cloud) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint (Traditional/On-Premises Edition) in identity-governance read as SailPoint Identity Security Cloud (1), SailPoint's Machine Identity Security in non-human-identity-management read as SailPoint Machine Identity Security (1), Sailpoint in identity-governance read as SailPoint Identity Security Cloud (1), Scaleway in object-storage read as Scaleway Object Storage (1), Scality in object-storage read as Scality RING (1), SecPod in vulnerability-management-platforms read as SecPod SanerNow (1), Securden (Unified PAM) in privileged-access-management read as Securden Unified PAM (1), SecureW2 in certificate-lifecycle-management read as SecureW2 JoinNow (1), Secureworks in managed-detection-and-response read as Secureworks Taegis ManagedXDR (1), Securonix in siem-platforms read as Securonix Unified Defense SIEM (1), SentinelOne in ai-soc-agents read as SentinelOne Singularity (1), SentinelOne in attack-surface-management read as SentinelOne ASM (1), SentinelOne in cloud-native-application-protection read as SentinelOne Singularity Cloud Security (1), SentinelOne in container-and-kubernetes-security read as SentinelOne Singularity Cloud Security (1), SentinelOne in deception-technology read as SentinelOne Singularity (1), SentinelOne (Attivo) in deception-technology read as SentinelOne Singularity (1), SentinelOne (Purple AI) in ai-soc-agents read as SentinelOne Singularity (1), SentinelOne (Singularity Core) in endpoint-protection read as SentinelOne Singularity Endpoint (1), SentinelOne (Singularity Core) in extended-detection-and-response read as SentinelOne Singularity (1), SentinelOne (Singularity MDR) in managed-detection-and-response read as SentinelOne Singularity MDR (1), SentinelOne (Singularity Ranger/Hologram) in deception-technology read as SentinelOne Singularity (1), SentinelOne (Singularity) in ai-security-platforms read as SentinelOne Singularity (1), SentinelOne (Singularity) in endpoint-detection-and-response read as SentinelOne Singularity (1), SentinelOne (formerly Attivo Networks) in deception-technology read as SentinelOne Singularity (1), SentinelOne Singularity (Core or Control) in endpoint-detection-and-response read as SentinelOne Singularity (1), SentinelOne Singularity Endpoint Security in endpoint-protection read as SentinelOne Singularity Endpoint (1), SentinelOne Vigilance MDR in managed-detection-and-response read as SentinelOne Singularity MDR (1), ServiceNow in compliance-automation read as ServiceNow Integrated Risk Management (1), ServiceNow (GRC Module) in third-party-risk-management read as ServiceNow Third-Party Risk Management (1), ServiceNow (IT Operations Management) in aiops-platforms read as ServiceNow ITOM (1), ServiceNow (ITFM module) in it-financial-management read as ServiceNow IT Financial Management (1), ServiceNow (Now Assist) in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow (with AIOps integration) in aiops-platforms read as ServiceNow ITOM (1), ServiceNow (with Now Assist) in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow AI Agents in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow AI agents in ai-it-support-agents read as ServiceNow Now Assist (1), ServiceNow IT Service Management in incident-management-and-on-call read as ServiceNow ITSM (1), ServiceNow SecOps in soar-platforms read as ServiceNow Security Operations (1), Slack in video-conferencing read as Slack Huddles (1), Smallstep (Smallstep Certificate Manager) in certificate-lifecycle-management read as Smallstep Certificate Manager (1), Smallstep (step-ca) in certificate-lifecycle-management read as Smallstep Certificate Manager (1), Smallstep Certificate Manager — Team Plan in certificate-lifecycle-management read as Smallstep Certificate Manager (1), Smallstep Cloud in certificate-lifecycle-management read as Smallstep Certificate Manager (1), Smarsh Professional in communications-archiving-and-compliance read as Smarsh Enterprise Archive (1), Snowflake Horizon Catalog in data-catalogs-and-governance read as Snowflake Horizon (1), Snowflake ML in ml-platforms read as Snowflake Cortex AI (1), Snyk (Container Security) in container-and-kubernetes-security read as Snyk Container (1), Snyk (Free Tier) in container-and-kubernetes-security read as Snyk Container (1), Snyk (Free Tier) in software-composition-analysis read as Snyk Open Source (1), Snyk Team in container-and-kubernetes-security read as Snyk Container (1), Snyk Team in software-composition-analysis read as Snyk Open Source (1), SolarWinds DDI in ddi-and-ipam read as SolarWinds IP Address Manager (1), SolarWinds DDI (IP Address Manager) in ddi-and-ipam read as SolarWinds IP Address Manager (1), SolarWinds IPAM (DDI Module) in ddi-and-ipam read as SolarWinds IP Address Manager (1), Solarwinds IPAM in ddi-and-ipam read as SolarWinds IP Address Manager (1), SonicWall TZ (e.g., TZ280/TZ370) in next-generation-firewalls read as SonicWall TZ Series (1), Sophos (XGS Series) in next-generation-firewalls read as Sophos Firewall (1), Sophos Endpoint in endpoint-detection-and-response read as Sophos Intercept X (1), Sophos Endpoint (Intercept X) in endpoint-detection-and-response read as Sophos Intercept X (1), Sophos Endpoint (formerly Intercept X) in endpoint-protection read as Sophos Intercept X (1), Sophos Endpoint / Intercept X in endpoint-protection read as Sophos Intercept X (1), Sophos Firewall XGS in next-generation-firewalls read as Sophos Firewall (1), Sophos Intercept X Advanced in endpoint-detection-and-response read as Sophos Intercept X (1), Sophos XGS Series (XGS 107 or 116) in next-generation-firewalls read as Sophos Firewall (1), Spiceworks (Cloud Help Desk) in it-service-management read as Spiceworks Cloud Help Desk (1), Spiceworks Cloud in it-service-management read as Spiceworks Cloud Help Desk (1), Splashtop (Business Access / SOS) in remote-support-and-remote-access read as Splashtop Remote Support (1), Splashtop (SOS or Business Access) in remote-support-and-remote-access read as Splashtop Remote Support (1), Splashtop (Specifically Splashtop SOS) in remote-support-and-remote-access read as Splashtop Remote Support (1), Splashtop Enterprise in remote-support-and-remote-access read as Splashtop Remote Support (1), Splunk in soar-platforms read as Splunk SOAR (1), Splunk (Enterprise Security) in siem-platforms read as Splunk Enterprise Security (1), Splunk Cloud in siem-platforms read as Splunk Enterprise Security (1), Spot in cloud-cost-management read as Spot by NetApp (1), Stibo Systems MDM in master-data-management read as Stibo Systems STEP (1), Stonebranch in workflow-orchestration read as Stonebranch Universal Automation Center (1), Sucuri (Basic/Pro) in web-application-firewalls read as Sucuri WAF (1), Sucuri (Pro or Business plan) in web-application-firewalls read as Sucuri WAF (1), Symantec Endpoint Protection in endpoint-detection-and-response read as Symantec Endpoint Security (1), Sysdig in cloud-security-posture-management read as Sysdig Secure (1), TERAMIND in data-loss-prevention read as Teramind DLP (1), Tenable in cloud-native-application-protection read as Tenable Cloud Security (1), Tenable (Nessus Pro) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Nessus/VM) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable (Tenable One / Security Center) in vulnerability-management-platforms read as Tenable Vulnerability Management (1), Tenable OT in ot-and-iot-security read as Tenable OT Security (1), Tenable.ot in ot-and-iot-security read as Tenable OT Security (1), Teradata in data-warehouses read as Teradata Vantage (1), The ELK Stack in log-management read as Elastic Stack (1), ThreatDown (Malwarebytes) in endpoint-detection-and-response read as ThreatDown EDR (1), ThreatDown (by Malwarebytes) in endpoint-detection-and-response read as ThreatDown EDR (1), ThreatDown (formerly Malwarebytes) in endpoint-detection-and-response read as ThreatDown EDR (1), Thycotic (Delinea) in privileged-access-management read as Delinea Secret Server (1), Thycotic (now part of Delinea) in privileged-access-management read as Delinea Secret Server (1), TitanHQ in email-security read as SpamTitan (1), TitanHQ's WebTitan in dns-filtering read as TitanHQ WebTitan (1), Trellix in endpoint-detection-and-response read as Trellix EDR (1), Trellix (formerly McAfee Enterprise & FireEye) in endpoint-protection read as Trellix Endpoint Security Suite (1), Trellix (formerly McAfee) in endpoint-detection-and-response read as Trellix EDR (1), Trend Micro in container-and-kubernetes-security read as Trend Micro (Trend) Container Security (1), Trend Micro in email-security read as Trend Micro Email Security (1), Ubiquiti in next-generation-firewalls read as Ubiquiti UniFi (1), UiPath IXP in intelligent-document-processing read as UiPath Document Understanding (1), UiPath Process Intelligence in process-mining read as UiPath Process Mining (1), UpCloud in managed-kubernetes-platforms read as UpCloud Managed Kubernetes (1), UpGuard (Breach Risk) in digital-risk-protection read as UpGuard BreachSight (1), UpGuard (BreachSight) in attack-surface-management read as UpGuard BreachSight (1), UpGuard (BreachSight) in digital-risk-protection read as UpGuard BreachSight (1), UpGuard (Compounding Intelligence) in digital-risk-protection read as UpGuard BreachSight (1), UpGuard Breach Risk in attack-surface-management read as UpGuard BreachSight (1), VMware in sase-platforms read as VMware SASE (1), VMware in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (Aria Velocloud) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (ESXi/vSphere) in server-virtualization-platforms read as VMware vSphere (1), VMware (VeloCloud) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware (vSphere) in server-virtualization-platforms read as VMware vSphere (1), VMware ESXi (Free or Essentials Kit) in server-virtualization-platforms read as VMware vSphere (1), VMware ESXi (vSphere) in server-virtualization-platforms read as VMware vSphere (1), VMware Horizon / Omnissa Horizon in virtual-desktops read as VMware Horizon (1), VMware Horizon/Omnissa in virtual-desktops read as VMware Horizon (1), VMware Omnissa Horizon in virtual-desktops read as VMware Horizon (1), VMware Omnissa Horizon (formerly Horizon) in virtual-desktops read as VMware Horizon (1), VMware VeloCloud (now Broadcom) in sd-wan read as VMware VeloCloud SD-WAN (1), VMware Velocloud in sd-wan read as VMware VeloCloud SD-WAN (1), VMware vSphere (ESXi) – Free Edition in server-virtualization-platforms read as VMware vSphere (1), Veracode (SCA) in software-composition-analysis read as Veracode SCA (1), Veracode (enterprise plans) in static-application-security-testing read as Veracode Static Analysis (1), Veracode Dynamic Analysis in dynamic-application-security-testing read as Veracode DAST (1), Veracode Secure Code Training in secure-code-training read as Veracode Security Labs (1), Veritas in backup-and-disaster-recovery read as Veritas Alta Data Protection (1), Verizon SD-WAN in sd-wan read as Verizon (1), Versa in sase-platforms read as Versa SASE (1), Vicarius (TOPIA) in vulnerability-management-platforms read as Vicarius vRx (1), Vicarius (vRx / Vulcan) in vulnerability-management-platforms read as Vicarius vRx (1), Vimeo Live in streaming-platforms read as Vimeo Livestream (1), Vonage (Communications APIs) in communications-apis read as Vonage Communications APIs (1), Vonage (Nexmo) in communications-apis read as Vonage Communications APIs (1), WatchGuard (Firebox) in next-generation-firewalls read as WatchGuard Firebox (1), Windows Defender (built-in) in client-side-protection read as Microsoft Defender for Endpoint (1), WorkOS in feature-flags read as WorkOS Feature Flags (1), Zendesk (with Zendesk AI) in ai-it-support-agents read as Zendesk AI Agents (1), Zendesk Enterprise in ai-it-support-agents read as Zendesk AI Agents (1), Zero Networks (Zero Networks Segment) in microsegmentation read as Zero Networks Segment (1), Zoom Pro in video-conferencing read as Zoom Workplace (1), Zscaler (Private Access) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (ZIA) in sase-platforms read as Zscaler Zero Trust Exchange (1), Zscaler (Zero Trust Exchange / ZPA) in sase-platforms read as Zscaler Zero Trust Exchange (1), Zscaler (Zero Trust Exchange) in sase-platforms read as Zscaler Zero Trust Exchange (1), Zscaler (Zscaler Private Access) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler (especially Zscaler Private Access - ZPA) in zero-trust-network-access read as Zscaler Private Access (1), Zscaler DLP in data-loss-prevention read as Zscaler Internet Access (1), Zyte (formerly Scrapy) in proxy-networks read as Zyte API (1), open-appsec / CloudGuard in web-application-firewalls read as open-appsec (1), open-appsec / CloudGuard WAF in web-application-firewalls read as open-appsec (1), smallstep in certificate-lifecycle-management read as Smallstep Certificate Manager (1) Combined answers split into one label per product: 1Password Business / 1Password Secrets Automation, 1Password Secrets Automation / 1Password Developer, ABBYY/Hypatos, AWS API Gateway + AWS WAF, AWS Budgets + Cost Explorer, AWS Budgets/Cost Explorer, AWS CDK/CloudFormation, AWS CodeArtifact/ECR, AWS CodeBuild/CodePipeline, AWS Cost Explorer & AWS Budgets, AWS Cost Explorer / AWS Budgets, AWS Cost Explorer / Azure Cost Management / Google Cloud Cost Management, AWS Cost Explorer and AWS Budgets, AWS Cost Management / Cost Explorer, AWS Kinesis + S3, AWS Kinesis/MSK, AWS MSK / Kinesis, AWS RDS / Google Cloud SQL, AWS S3 / Google Cloud / Azure, AWS Secrets Manager / Azure Key Vault / GCP Secret Manager, AWS Security Groups + AWS Network Firewall, AWS Security Groups / Azure NSGs, AWS WAF / Cloudflare API Shield, AWS/Azure/GCP Secret Manager, AWS/GKE/AKS, Acunetix / Invicti, AirWatch/Workspace ONE, Airflow / Astronomer, Akamai / F5, Akamai API Security / Noname Security, Akamai/Linode Object Storage, Akamai/Noname, Amass/Subfinder, Amazon CloudFront / AWS CloudFront, Amazon CodeWhisperer / Amazon Q Developer, Amazon RDS / Amazon Aurora, Amazon RDS / Aurora, Anchore / Grype / Syft, Apache Kafka / Confluent Cloud, Apache Kafka/Confluent, Apigee / Google Cloud Apigee, AppOptics / SolarWinds, AppTego/DexProtector, Archer / Archer IRM, Arize AI / Arize Phoenix, Aruba (Silver Peak) / HPE, Aruba/Nimble, Atera / Robin by Atera, Atera / SysAid, Atlassian Opsgenie / Jira Service Management, Attivo Networks ThreatDefend / Attivo Networks, AuditBoard / Optro, Auth0 / Okta, Auth0 / Okta Customer Identity, Axio / Axio360, Azure AD B2C / Entra External ID, Azure API Management / Microsoft Azure API Management, Azure Database for PostgreSQL / MySQL, Azure DevOps / AWS CodeCommit, Azure Front Door + Application Gateway, Azure ML + MLflow, Azure Purview/Unity Catalog, Azure SQL / Azure Database, Azure Synapse Analytics / Microsoft Fabric, Azure Synapse Analytics / Microsoft Fabric Warehouse, Azure Virtual Desktop (AVD) + Nerdio, BMC Remedy / BMC Helix ITSM, Better Stack / Papertrail, Better Stack/UptimeRobot, Bizzdesign Enterprise Studio / Bizzdesign, Broadcom / Symantec Endpoint Security, CData Virtuality / CData Connect Cloud, CISA AIS + abuse.ch (URLhaus/ThreatFox/MalwareBazaar), Carbonite/OpenText, Cassandra/ScyllaDB (configured as TSDB), Cato Networks / Cato SASE Cloud, Celigo Integrator.io / Celigo, ChatGPT / ChatGPT Enterprise, ChatGPT Business + Codex, ChatGPT/ChatGPT Enterprise, Checkmarx One / Checkmarx ASPM, Chrome / Google Password Manager, Cisco Catalyst SD-WAN / Viptela, Cisco Meraki / Cisco Catalyst SD-WAN, Cisco Meraki / Cisco DNA Center, Cisco Nexus Hyperfabric / Nexus 9000, Cisco SD-WAN / Viptela, Cisco Secure Firewall / Cisco Meraki MX, Cisco Secure SASE / Meraki, Cisco Secure Workload / Cisco ISE, Cisco Umbrella + Cisco SD-WAN, Cisco Umbrella / Cisco Secure Access, Cisco Umbrella / OpenDNS, CloudHealth / VMware CloudHealth, Cloudflare Bot Management / Super Bot Fight Mode, Cloudflare Gateway / Cloudflare Zero Trust, Cloudflare One / Cloudflare Zero Trust, Cloudflare Pro / Cloudflare Application Security, Cloudflare Zero Trust / Cloudflare One, Compyl / OneTrust (Tugboat), ConnectWise / LogMeIn Resolve, ConnectWise ScreenConnect / ConnectWise Automate, CoreSite/Flexential, Coro/Metomic, Cortex/OpsLevel, Couchbase Capella / Couchbase Server, CrowdStrike Falcon / Falcon Cloud Security, CrowdStrike Falcon / Falcon Insight XDR, CrowdStrike Falcon Intelligence / Falcon Pro, CrowdStrike Falcon Shield / Adaptive Shield, CrowdStrike Falcon Surface / Falcon Exposure Management, CyberArk/Venafi, Cynet / Rapid7 (InsightVM/XDR), Cynet/Smokescreen, Databricks / Unity Catalog, Datto SIRIS / Datto BCDR, Dell Unity XT / PowerStore, Demisto/Cortex XSOAR, Digital Shadows/SearchLight, Draw.io / Lucidchart, DuckDB / MotherDuck, DuckDB/MotherDuck, ECR/GCR/ACR, ELK/Kibana, ESET PROTECT / ESET Endpoint Security, Elastic (ELK Stack) / OpenSearch, Elastic Observability / Elastic Cloud, Elastic Security / Wazuh, Elastic Stack / ELK, Elastic/ELK, Elasticsearch/Logstash/Kibana, Endpoint Protector / Kaspersky, Excel/Google Sheets, FAIR-U / Open FAIR, FOSSA/Sonatype, Firebase / Firestore, Firebase / Google Cloud Firestore, Firebase Auth / Google Identity Platform, Fluentd/Fluent Bit, ForgeRock/Ping, Fortinet / FortiGate, Fortinet FortiSASE / FortiClient, Fortinet FortiSD-WAN / FortiGate SD-WAN, Fortinet FortiSIEM/FortiNDR, Freshdesk / Freddy AI, Freshdesk/Freshservice, Freshservice / Freddy AI, Freshservice / Freshworks, Fusion Framework / Fusion Enterprise Resilience Platform, Fusion Framework System / Fusion Enterprise Resilience Platform, FusionAuth / Keycloak, GCP Recommender / Azure Advisor, GitHub Advanced Security / Dependabot, GitHub Code Scanning / GitHub Advanced Security, GitLab SAST / GitLab Advanced SAST, GitLab Ultimate / GitLab Pro, Gitea / Gogs, GoTo Connect/Dialpad, Google Apigee / Apigee X, Google Authenticator & Microsoft Authenticator, Google Authenticator / Authy, Google Authenticator / Google Workspace MFA, Google Cloud Endpoints / Apigee, Google Docs / Microsoft Word, Google Gemini Enterprise / Gemini for Workspace, Google Meet / Google Workspace, Google Threat Intelligence / VirusTotal, Google Workspace / Cloud Identity, Google Workspace 2-Step Verification & Google Authenticator, Google Workspace/Microsoft 365, Gorelo/ITarian, Grafana + OpenTelemetry, Grafana + SigNoz, Grafana Cloud / Prometheus, Grafana Loki + Fluentd, Grafana Stack / Grafana Cloud, Grafana Tempo + Alloy + Grafana, Great Expectations / GX Core, Greenbone / OpenVAS, Greenbone Community Edition / OpenVAS, GrowthBook/PostHog, GuardSquare / GuardRails, Guardicore/Akamai, Guardicore/Akamai Guardicore, HPE GreenLake / Nimble, HUMAN Security/PerimeterX, HashiCorp Boundary / Vault, HashiCorp Vault / HCP Vault Secrets, Hugging Face Inference Endpoints + Hugging Face Hub, IBM / IBM InfoSphere, IBM / ServiceNow, IBM Security QRadar / IBM Resilient, IBM Watson Knowledge Catalog / IBM Cloud Pak for Data, IDScan.net / IDScan, Informatica Data Masking / Informatica Persistent Data Masking, Ivanti Endpoint Manager / Ivanti Neurons, Ivanti Neurons for UEM / Ivanti UEM, Jaeger + OpenTelemetry, Jaeger / Zipkin, Jira Service Management / Opsgenie, JumpCloud Protect / JumpCloud MFA, Kandji/Jamf, Kaseya VSA / Datto RMM, Keyfactor Command / CyberArk Certificate Manager, Kissflow/n8n, Klippa/Doxis, KnowBe4 / Bright Defense, Kong Enterprise/Kong Konnect, Kong Gateway OSS / Kong Konnect, Kong Gateway/Kong Konnect, LeanIX / SAP LeanIX, Linode/Linode Kubernetes Engine (LKE), Loggly / Sumo Logic, Loki/Tempo, MEGA HOPEX/Mega International, Malwarebytes Endpoint Protection / ThreatDown, Malwarebytes for Teams / ThreatDown (EDR), ManageEngine Patch Manager Plus / Endpoint Central, ManageEngine Patch Manager Plus / Endpoint Central (Enterprise Versions), McAfee Enterprise / Trellix, MeshAgent / MeshCentral, Micro Focus/OpenText Fortify (formerly HP Fortify), Microsoft 365 Admin Center & Microsoft Entra ID, Microsoft 365 Business Premium / Intune, Microsoft 365 Defender / Purview, Microsoft Authenticator / Google Authenticator, Microsoft Azure Backup + Azure Site Recovery, Microsoft Copilot / Microsoft 365 Copilot, Microsoft Defender + Security Copilot, Microsoft Defender XDR / Microsoft Threat Intelligence, Microsoft Defender for Business / Microsoft Defender XDR, Microsoft Defender for Business / Microsoft Defender for Endpoint, Microsoft Defender for Endpoint / Defender for Business, Microsoft Defender for Endpoint / Defender for Cloud Apps, Microsoft Defender for Identity and Entra ID Protection, Microsoft Defender for Office 365 / Defender for Endpoint (E5 Bundle), Microsoft Edge for Business + Defender for Cloud Apps, Microsoft Entra ID + Entra ID Governance, Microsoft Entra ID / Microsoft Authenticator, Microsoft Entra ID Free + Microsoft Authenticator, Microsoft Entra ID P1 / Entra Private Access, Microsoft Entra ID/Intune, Microsoft Intune + Defender, Microsoft OneDrive/SharePoint, Microsoft Power BI + Azure Data Factory, Microsoft Purview / Microsoft 365 Compliance Center, Microsoft Purview/Defender, Microsoft Remote Desktop/Azure Virtual Desktop, Microsoft Remote Desktop/Windows 365, Microsoft SQL Server & Azure SQL DDM, Microsoft SQL Server / Azure SQL DDM, Microsoft SQL Server and Azure SQL DDM, Microsoft Secure Score & Defender for Office 365, Microsoft Sentinel + Azure Logic Apps, Microsoft Sentinel + Copilot, Microsoft Sentinel + Power Automate, Microsoft Sentinel + Security Copilot, Microsoft Sentinel / Azure Logic Apps, Microsoft System Center Configuration Manager / SCCM, MikroTik/Ubiquiti, Miro/LucidChart, ModSecurity + Fail2Ban, ModSecurity + OWASP Core Rule Set, MongoDB / MongoDB Atlas, MotherDuck / DuckDB, MotherDuck/DuckDB, N-able N-central / N-able RMM, NGINX / NGINX Open Source, NGINX/Envoy, NGINX/HAProxy (open-source), NS1 / IBM NS1, Nagios / Nagios Core, Ncontracts / Quantivate BCM, NetBox / phpIPAM, Netlify/Vercel, Netsparker / NetSPI, NextDNS/Quad9 (Free Tier), Nginx + ModSecurity v2, Nginx/HAProxy, Nicus / MagicOrange, NinjaOne / NinjaRMM, Northflank/Portainer/Qovery, Notion AI / Notion Enterprise, Notion/Airtable, ONES Wiki / ONES.com, ONES.com / ONES Project, OWASP ZAP / ZAP by Checkmarx, Okta + JumpCloud, Okta Adaptive MFA / Okta Verify, Okta Workforce Identity / Okta, Omnissa Workspace ONE / VMware Workspace ONE, Omnissa/VMware Horizon, OneLogin/ForgeRock, OneTrust / Tugboat Logic, Onfido/Trulioo, OpenBao/SOPS, OpenDCIM / Opendcim, OpenPhone/Quo, OpenTelemetry (OTel) + Grafana Stack (LGTM), OpenTelemetry + Jaeger/Zipkin, OpenText / Webroot Business Endpoint Protection, OpenTofu / Terraform, OpenVAS/Greenbone Community Edition, Oracle AI / SAP AI, Oracle Data Masking and Subsetting / Oracle Data Safe, Oracle ExaData / Autonomous Database, Palo Alto Cortex XDR/XSIAM, Palo Alto Cortex XSOAR/XSIAM, Palo Alto Cortex Xpanse / Mandiant ASM, Palo Alto Cortex Xpanse / Prisma Cloud, Palo Alto Networks Prisma Access Browser / Talon, Palo Alto Networks Prisma SASE / Prisma Access, Palo Alto Networks/Talon, Palo Alto Prisma/Talon, Pentaho/Kettle, Porkbun/Namecheap, Preset / Apache Superset, Prisma Cloud / Cortex Cloud, Prisma SD-WAN / Palo Alto, Project Shield by Jigsaw/Google, Prometheus + Grafana + Loki + Jaeger, Prometheus + Jaeger, Prometheus + Loki + Jaeger, Prometheus and Grafana, Prometheus/Loki/Tempo, Prometheus/OpenTelemetry, Proofpoint / PhishLabs, Proofpoint Email Protection / Proofpoint Essentials, Proofpoint ITM/ObserveIT, Proofpoint ZenGuide / Proofpoint Security Awareness Training, Proxmox + Apache Guacamole, Pynt/Beagle Security, Qrvey/Draxlr, RSA Archer / Archer IRM, Rackspace Spot / Platform9, Railway/Northflank, Rancher + K3s, Rapid7 InsightVM/Nexpose, Raygun / SolarWinds AppOptics, ReliaQuest / Digital Shadows, Riverbed/Aternity, Rubrik/Dig Security, SAFE Security / SAFE One, SecureSlate / Sovereign Observer, Self-Hosted Milvus / Zilliz Cloud, Self-Hosted Prometheus/Grafana, Self-hosted Prometheus + Grafana, Semarchy xDM / PiLog, Semgrep + DefectDojo (open source), SentinelOne/Singularity, ServiceNow Integrated Risk Management / ServiceNow GRC, Shodan/Censys, SigNoz / OpenObserve, Slack/Teams, Snyk / Snyk Code, Snyk Open Source / Snyk Team, SolarWinds/N-able, SonarCloud / SonarQube, SonarQube / SonarQube Cloud, Sonatype Nexus Lifecycle / Sonatype Lifecycle, Sonatype/Snyk, Sophos Endpoint + Sophos MDR, Sophos Intercept X / Sophos Endpoint, Sophos Intercept X with XDR / Sophos MDR, Sophos MDR / Sophos XDR, SpinSPM / SpinOne, Splunk APM / AppDynamics, Splunk Enterprise / Splunk ES, Splunk IT Service Intelligence / Splunk AIOps, Splunk IT Service Intelligence / Splunk Observability Cloud, Starburst Galaxy / Trino, Stytch/Descope, Subfinder & OWASP Amass, Synology/QNAP, Talon/Prisma, Tempo/Jaeger, Tenable Nessus / Tenable VM, Tenable Vulnerability Management / Tenable.io, Tenable/Nessus, Terraform Enterprise / Terraform Cloud, Terraform and HCP Terraform, Terranova/CanIPhish, Thanos/Cortex, ThreatDown / Malwarebytes EDR, Thycotic/Delinea, Tiger Data / Tiger Cloud, TitanHQ/WebTitan, Tonic.ai / Tonic Structural, Traceable / Harness, TrapX Security / TrapX DeceptionGrid, Trivy / OWASP Dependency-Check, Tufin/Bishop Fox, Twilio / Twilio SendGrid, Twilio/Authy, Ubiquiti/mikroTik, UptimeRobot/Pingdom, Upwind / Sweet Security, UrbaHive/myCarto, VMware Aria Cost / CloudHealth, VMware SD-WAN (VeloCloud) / Broadcom, VMware Workspace ONE UEM / Omnissa Workspace ONE UEM, VMware/Omnissa, VMware/Omnissa Horizon, VMware/Omnissa Workspace ONE, VMware/VeloCloud, VNC / UltraVNC, Varonis/Semperis, Vector/Fluent Bit, Vonage / Vonage API, Vonage/Ooma, WSUS/SCCM, Windows Defender / Microsoft Defender, Workspace ONE / Omnissa, XCP-ng / Xen, Zapier / Make, Zeguro / Cowbell Cyber, Zscaler / Zscaler Private Access (ZPA), Zscaler Zero Trust Exchange / Zscaler, Zscaler/Palo Alto, oVirt / Red Hat Virtualization, pgvector/Postgres, seedata.io/CyberTrap ## Appendix: loose paraphrase stability - Claude Haiku 4.5: a direct first choice kept as first choice or alternative in 50 of 129 categories (39%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-shielding, artifact-and-container-registries, attack-surface-management, bot-management, breach-and-attack-simulation, business-continuity-management, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, identity-governance, identity-threat-detection-and-response, infrastructure-as-code, infrastructure-monitoring, insider-risk-management, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, log-management, managed-file-transfer, managed-kubernetes-platforms, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, object-storage, observability-platforms, ot-and-iot-security, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, virtual-desktops, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - GPT-5.4 mini: a direct first choice kept as first choice or alternative in 74 of 136 categories (54%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, api-management, api-security-platforms, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-archiving-and-compliance, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-verification, infrastructure-as-code, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, log-management, managed-detection-and-response, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, object-storage, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secure-code-training, security-awareness-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, vector-databases, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration - Gemini 3.5 Flash: a direct first choice kept as first choice or alternative in 97 of 136 categories (71%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-security-platforms, aiops-platforms, api-gateways, api-security-platforms, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, breach-and-attack-simulation, business-continuity-management, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-hosting, cloud-security-posture-management, colocation-providers, communications-archiving-and-compliance, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, digital-employee-experience, dynamic-application-security-testing, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, extended-detection-and-response, feature-flags, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-as-code, intelligent-document-processing, internal-developer-portals, it-asset-management, it-service-management, llm-gateways-and-observability, load-balancers, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, nosql-databases, object-storage, observability-platforms, ot-and-iot-security, process-mining, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, sd-wan, secure-code-training, server-virtualization-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, unified-endpoint-management, video-conferencing, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration - Perplexity Sonar: a direct first choice kept as first choice or alternative in 63 of 136 categories (46%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-hosting, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-verification, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, load-balancers, log-management, managed-dns, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, remote-monitoring-and-management, saas-management-platforms, sase-platforms, sd-wan, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, vector-databases, video-conferencing, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - Grok 4.1 Fast: a direct first choice kept as first choice or alternative in 92 of 136 categories (68%); differing under the strict rule: ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, breach-and-attack-simulation, certificate-lifecycle-management, client-side-protection, cloud-native-application-protection, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, email-security, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, etl-and-elt, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-file-transfer, master-data-management, microsegmentation, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, next-generation-firewalls, observability-platforms, patch-management, penetration-testing-as-a-service, process-mining, proxy-networks, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, secrets-management, secure-code-training, security-awareness-training, software-composition-analysis, static-application-security-testing, streaming-platforms, threat-intelligence-platforms, unified-endpoint-management, vector-databases, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - Mistral Small: a direct first choice kept as first choice or alternative in 47 of 136 categories (35%); differing under the strict rule: ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, log-management, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, nosql-databases, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, sd-wan, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, unified-endpoint-management, vector-databases, virtual-desktops, vulnerability-management-platforms, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - DeepSeek V4 Flash: a direct first choice kept as first choice or alternative in 81 of 136 categories (60%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-shielding, artifact-and-container-registries, attack-surface-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-as-code, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-documentation, it-financial-management, it-service-management, load-balancers, managed-file-transfer, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, source-control-hosting, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration - Llama 4 Maverick: a direct first choice kept as first choice or alternative in 23 of 101 categories (23%); differing under the strict rule: ai-it-support-agents, ai-security-platforms, aiops-platforms, api-gateways, api-security-platforms, application-performance-monitoring, artifact-and-container-registries, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, client-side-protection, cloud-cost-management, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, compliance-automation, container-and-kubernetes-security, content-delivery-networks, customer-identity-and-access-management, cyber-risk-quantification, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-warehouses, ddi-and-ipam, ddos-protection, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, embedded-analytics, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, identity-governance, identity-verification, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, log-management, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, microsegmentation, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, nosql-databases, observability-platforms, ot-and-iot-security, patch-management, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sase-platforms, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, unified-endpoint-management, vector-databases, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, zero-trust-network-access - Qwen 3.7 Flash: a direct first choice kept as first choice or alternative in 55 of 136 categories (40%); differing under the strict rule: ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-threat-detection-and-response, identity-verification, incident-management-and-on-call, infrastructure-as-code, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, managed-detection-and-response, managed-file-transfer, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, nosql-databases, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sd-wan, secure-code-training, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, unified-endpoint-management, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso, zero-trust-network-access - Kimi K2: a direct first choice kept as first choice or alternative in 89 of 136 categories (65%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-security-platforms, application-security-posture-management, artifact-and-container-registries, attack-surface-management, bot-management, breach-and-attack-simulation, business-continuity-management, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, grc-platforms, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, intelligent-document-processing, it-asset-management, it-documentation, it-financial-management, it-service-management, llm-gateways-and-observability, load-balancers, log-management, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-detection-and-response, network-monitoring-and-management, non-human-identity-management, object-storage, observability-platforms, patch-management, penetration-testing-as-a-service, process-mining, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sd-wan, secrets-management, security-awareness-training, siem-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, unified-endpoint-management, video-conferencing, virtual-desktops, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - GLM 4.7 FlashX: a direct first choice kept as first choice or alternative in 75 of 136 categories (55%); differing under the strict rule: ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-security-platforms, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-password-managers, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, colocation-providers, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, embedded-analytics, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-storage-systems, etl-and-elt, feature-flags, grc-platforms, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-financial-management, it-service-management, load-balancers, log-management, managed-file-transfer, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-detection-and-response, object-storage, observability-platforms, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, saas-security-posture-management, sd-wan, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, siem-platforms, software-composition-analysis, source-control-hosting, static-application-security-testing, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, vector-databases, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - MiniMax M2.5: a direct first choice kept as first choice or alternative in 60 of 135 categories (44%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, breach-and-attack-simulation, business-password-managers, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dns-filtering, dynamic-application-security-testing, edi-platforms, email-security, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, insider-risk-management, intelligent-document-processing, internal-developer-portals, it-asset-management, it-documentation, it-service-management, load-balancers, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, multi-factor-authentication, network-access-control, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sd-wan, secrets-management, secure-code-training, security-awareness-training, server-virtualization-platforms, soar-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, unified-endpoint-management, video-conferencing, virtual-desktops, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, zero-trust-network-access - GPT-6 Luna: a direct first choice kept as first choice or alternative in 79 of 136 categories (58%); differing under the strict rule: ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-security-posture-management, application-shielding, artifact-and-container-registries, attack-surface-management, backup-and-disaster-recovery, breach-and-attack-simulation, business-phone-systems, certificate-lifecycle-management, client-side-protection, cloud-cost-management, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, customer-identity-and-access-management, cyber-risk-quantification, data-catalogs-and-governance, data-center-networking, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, ddi-and-ipam, deception-technology, digital-risk-protection, email-security, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, etl-and-elt, feature-flags, grc-platforms, identity-governance, identity-verification, infrastructure-as-code, insider-risk-management, intelligent-document-processing, it-asset-management, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, master-data-management, microsegmentation, multi-factor-authentication, network-detection-and-response, next-generation-firewalls, non-human-identity-management, object-storage, ot-and-iot-security, remote-monitoring-and-management, remote-support-and-remote-access, saas-management-platforms, sd-wan, siem-platforms, software-composition-analysis, streaming-platforms, telemetry-pipelines, third-party-risk-management, threat-intelligence-platforms, time-series-databases, vulnerability-management-platforms, website-and-synthetic-monitoring, workflow-orchestration, workforce-identity-and-sso - Muse Glimmer 30B: a direct first choice kept as first choice or alternative in 84 of 136 categories (62%); differing under the strict rule: ai-coding-assistants, ai-governance-platforms, ai-it-support-agents, ai-security-platforms, ai-soc-agents, aiops-platforms, api-gateways, api-management, api-security-platforms, application-performance-monitoring, application-shielding, artifact-and-container-registries, backup-and-disaster-recovery, bot-management, breach-and-attack-simulation, business-continuity-management, business-phone-systems, certificate-lifecycle-management, ci-cd-platforms, client-side-protection, cloud-hosting, cloud-native-application-protection, cloud-security-posture-management, communications-apis, communications-archiving-and-compliance, compliance-automation, container-and-kubernetes-security, cyber-risk-quantification, data-catalogs-and-governance, data-center-infrastructure-management, data-center-networking, data-loss-prevention, data-masking-and-test-data, data-quality-and-observability, data-security-posture-management, data-virtualization, data-warehouses, ddi-and-ipam, deception-technology, digital-employee-experience, digital-risk-protection, dynamic-application-security-testing, edi-platforms, email-security, endpoint-detection-and-response, endpoint-protection, enterprise-ai-assistants, enterprise-architecture-tools, enterprise-browsers, enterprise-storage-systems, error-and-crash-monitoring, etl-and-elt, extended-detection-and-response, feature-flags, grc-platforms, identity-governance, identity-verification, incident-management-and-on-call, infrastructure-as-code, infrastructure-monitoring, it-asset-management, it-documentation, it-financial-management, llm-gateways-and-observability, load-balancers, log-management, managed-detection-and-response, managed-dns, managed-file-transfer, managed-kubernetes-platforms, managed-relational-databases, master-data-management, microsegmentation, microsoft-365-management, ml-platforms, network-detection-and-response, network-monitoring-and-management, next-generation-firewalls, non-human-identity-management, object-storage, observability-platforms, ot-and-iot-security, patch-management, penetration-testing-as-a-service, privileged-access-management, process-mining, proxy-networks, remote-monitoring-and-management, remote-support-and-remote-access, robotic-process-automation, saas-management-platforms, saas-security-posture-management, sase-platforms, secure-code-training, server-virtualization-platforms, siem-platforms, software-composition-analysis, static-application-security-testing, streaming-platforms, telemetry-pipelines, threat-intelligence-platforms, time-series-databases, unified-endpoint-management, vector-databases, virtual-desktops, web-application-firewalls, website-and-synthetic-monitoring, workflow-orchestration