Data security posture management for enterprise buyers
Asked as “DSPM platform”, and as “sensitive data discovery and protection tool”, on behalf of an enterprise B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
22%
Contested · Varonis Data Security Platform 22%
22BigID22Varonis Data Security Platform18Cyera38others
22% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the three products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
For buyers
All twenty-eight head-to-head pages: the top eight products, each against each
Microsoft Purview vs Varonis Data Security PlatformMicrosoft Purview vs IBM GuardiumMicrosoft Purview vs BigIDMicrosoft Purview vs SecuritiSentra vs WizSentra vs CyeraSentra vs Varonis Data Security PlatformSentra vs IBM GuardiumSentra vs BigIDSentra vs SecuritiWiz vs CyeraWiz vs Varonis Data Security PlatformWiz vs IBM GuardiumWiz vs BigIDWiz vs SecuritiCyera vs Varonis Data Security PlatformCyera vs IBM GuardiumCyera vs BigIDCyera vs SecuritiVaronis Data Security Platform vs IBM GuardiumVaronis Data Security Platform vs BigIDVaronis Data Security Platform vs SecuritiIBM Guardium vs BigIDIBM Guardium vs SecuritiBigID vs Securiti
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06I07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Varonis Data Security Platform22%
Varonis Data Security Platform22%02BigID22%
BigID22%03Cyera18%
Cyera18%04Microsoft Purview14%
Microsoft Purview14%05Securiti2%
Securiti2%06Sentra2%
Sentra2%07IBM Guardium2%
08Wiz2%
Wiz2%09Prisma Cloud0%
Prisma Cloud0%10Rubrik0%
Rubrik0%11Concentric AI0%
Concentric AI0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, 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 and Muse Glimmer 30B changed. 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.
BigID9%
4 of 45 labels negative · 4 of 14 models · 2 hard negative
“**BigID** | 100% custom ... No published pricing; prone to scope creep” Kimi K2, budget prompt
Cyera11%
4 of 37 labels negative · 4 of 14 models · 2 hard negative
“Platforms to Avoid for "Predictable TCO" ... **Cyera** | Per TB / volume tiers | Costs scale unpredictably” Kimi K2, budget prompt
Wiz26%
5 of 19 labels negative · 4 of 14 models · 2 hard negative
“avoid purely per-GB pricing (like AWS Macie or older versions of Wiz/CrowdStrike)” Qwen 3.7 Flash, budget prompt
Sentra15%
3 of 20 labels negative · 3 of 14 models · 1 hard negative
“**Avoid for predictable TCO:** - **Cyera, BigID, Sentra**” DeepSeek V4 Flash, budget prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
81 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1110 links across 202 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
45 answers · 48 citations · 13 models
vendor site · Forcepoint43 answers · 125 citations · 12 models
33 answers · 49 citations · 13 models
vendor site · Varonis29 answers · 33 citations · 12 models
vendor site · Strac28 answers · 33 citations · 11 models
28 answers · 28 citations · 9 models
vendor site · Cyberhaven26 answers · 31 citations · 11 models
vendor site · Orca23 answers · 28 citations · 10 models
vendor site · Proofpoint22 answers · 25 citations · 9 models
vendor site · BigID21 answers · 26 citations · 9 models
vendor site · G220 answers · 27 citations · 11 models
vendor site · Netwrix19 answers · 23 citations · 10 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
37 answers · 13 models
33 answers · 12 models
28 answers · 9 models
24 answers · 12 models
23 answers · 10 models
21 answers · 10 models
18 answers · 10 models
17 answers · 12 models
16 answers · 9 models
16 answers · 8 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best dspm platform”, “dspm platform”, “dspm platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Varonis Data Security Platform varonis.com | 22% | 195 | 210 | 2 | 136,629 | 12 | 7 | |
| BigID bigid.com | 22% | 127 | 2,400 | 104 | 13,995 | 50 | 6 | |
| Cyera cyera.com | 18% | 145 | 12,100 | 325 | 12,612 | 49 | 1 | |
| Microsoft parent site Microsoft Purview 14%, Microsoft Purview DSPM 0% | 14% | 438 | 2,240,000 | 403,136 | ||||
| Securiti securiti.ai Securiti.ai 4%, Securiti 2% | 6% | 60 | 8,100 | 905,063 | 79,233 | 6 | ||
| Forcepoint forcepoint.com Forcepoint DSPM 4%, Forcepoint DLP 0%, Forcepoint 0% | 4% | 160 | 4,400 | 244 | 25,465 company | 52 | ||
| Sentra sentra.io | 2% | 68 | 14,800 | 40,086 | 7,605 | 0 | 8 | |
| IBM parent site IBM Guardium 2% | 2% | 26 | 201,000 | 34,098 | ||||
| Wiz wiz.io | 2% | 688 | 40,500 | 16,751 | 102,573 | $6,856 | 120 | |
| Wiz DSPM | 2% | 170 | 1 |
Google's top ten for the three searches hold 23 sites; 7 of them are among the sites the models cited here (bigid.com, cyberhaven.com, g2.com, gartner.com, orca.security, proofpoint.com, varonis.com). The first result for “best dspm platform” is mend.io.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best DSPM platform for an enterprise B2B company?”Paraphrase“Which sensitive data discovery and protection tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade DSPM platforms and how do they differ?”Budget-constrained“What is the best DSPM platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a DSPM platform. What should we look at?”Negative“Which DSPM platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5SentraBigID, Varonis Data Security PlatformChangedBigIDDataStealthno first choiceagainst: Palo Alto Networks Cortex Cloud, Securiti, Sentra, Varonis Data Security Platform
Six alternatives
BigID, Cyera, Microsoft Purview, Thales DSPM, Varonis Data Security Platform, WizTwo alternatives
IBM Guardium, Microsoft PurviewThree alternatives
IBM, OpenText, ThalesTwo alternatives
Cyera, Varonis Data Security PlatformGPT-5.4 miniVaronis Data Security PlatformBigID, Microsoft PurviewChangedMicrosoft Purview DSPMBigID, CrowdStrike's Falcon Cloud Securityno first choiceagainst: Zscaler DSPM
Four alternatives
Cyera, Rubrik, Securiti, SentraOne alternative
Varonis Data Security PlatformSix alternatives
BigID, Cyera, Rubrik, Securiti, Varonis Data Security Platform, WizOne alternative
SentraGemini 3.5 FlashCyeraCyeraHeldCyeraVaronis Data Security Platformagainst: Amazon Macie, BigID, CyeraCyeraagainst: Wiz
Four alternatives
BigID, Prisma Cloud, Varonis Data Security Platform, WizThree alternatives
BigID, Microsoft Purview, Varonis Data Security PlatformFour alternatives
BigID, Sentra, Varonis Data Security Platform, Zscaler DSPMThree alternatives
Palo Alto Networks Cortex Cloud, Proofpoint DSPM, Symmetry SystemsThree alternatives
Palo Alto Networks Cortex Cloud, Sentra, Varonis Data Security PlatformPerplexity SonarCyera, SecuritiIBM GuardiumChangedno first choiceMicrosoft Purviewno first choiceagainst: AWS, Azure, Google Cloud
Three alternatives
Forcepoint DSPM, IBM Guardium, WizTwo alternatives
BigID, Microsoft PurviewOne alternative
Forcepoint DSPMGrok 4.1 FastCyeraVaronis Data Security PlatformChangedSecuritiagainst: SymantecVaronis Data Security Platformagainst: BigID, Cyera, Securiti, Wizno first choiceagainst: Wiz, Zscaler DSPM
Four alternatives
BigID, Microsoft Purview, Varonis Data Security Platform, WizFour alternatives
Forcepoint DLP, IBM Guardium, Microsoft Purview, Symantec Data Loss PreventionEight alternatives
Cyera, Forcepoint DSPM, Microsoft Purview, Netskope, Orca Security, Prisma Cloud, Varonis Data Security Platform, WizOne alternative
Microsoft PurviewMistral SmallSecuriti.ai, Varonis Data Security PlatformMicrosoft PurviewChangedCyeraCyerano first choicenothing named
Two alternatives
Netskope, TeleskopeThree alternatives
Fortra, Proofpoint Data Loss Prevention, Safetica Data Discovery and ClassificationSix alternatives
Microsoft Purview, Netskope, Securiti, Varonis Data Security Platform, Wiz DSPM, Zscaler DSPMOne alternative
Varonis Data Security PlatformDeepSeek V4 FlashCyeraBigIDChangedCyeraVaronis Data Security Platformagainst: BigID, Cyera, Prisma Cloud, Sentrano first choiceagainst: Arexdata, Forcepoint, Microsoft Purview, Zscaler DSPM
Four alternatives
BigID, Forcepoint DSPM, IBM Guardium, ThalesFour alternatives
Cyera, IBM Guardium, Microsoft Purview, Varonis Data Security PlatformSeven alternatives
BigID, Microsoft Purview DSPM, Prisma Cloud, Securiti.ai, Sentra, Varonis Data Security Platform, Wiz DSPMOne alternative
Microsoft PurviewLlama 4 MaverickForcepoint DSPMno first choiceChangedno first choiceno first choiceno first choicenothing named
Qwen 3.7 FlashBigIDBigID, Varonis Data Security PlatformChangedno first choiceBigID, Cyeraagainst: Amazon Macie, CrowdStrike, Wizno first choicenothing named
Seven alternatives
Concentric AI, Microsoft Purview, OneTrust, Sentra, Thales, Vanta, Varonis Data Security PlatformOne alternative
Microsoft PurviewSix alternatives
BigID, Cyera, Microsoft Purview, Palo Alto Networks Cortex Cloud, Securiti, Varonis Data Security PlatformTwo alternatives
Microsoft Purview, Varonis Data Security PlatformKimi K2Wiz DSPMBigID, Microsoft PurviewChangedWiz DSPMMicrosoft Purviewagainst: BigID, Cyera, Sentra, Wizno first choiceagainst: Varonis Data Security Platform
Four alternatives
BigID, Cyera DSPM, Securiti, Varonis Data Security PlatformFive alternatives
Concentric AI, Forcepoint DLP, Securiti, Symantec Data Loss Prevention, Varonis Data Security PlatformSeven alternatives
BigID, Cyera, Microsoft Purview, Palo Alto Prisma Cloud DSPM, Securiti, Sentra, Varonis Data Security PlatformOne alternative
Varonis Data Security PlatformGLM 4.7 FlashXno first choiceBigIDChangedOrca Security, WizMicrosoft Purview, Wizno first choicenothing named
Three alternatives
Forcepoint DLP, Microsoft Purview, Varonis Data Security PlatformFive alternatives
BigID, Cyera, Microsoft Purview, Palo Alto Networks – Dig Security, Varonis Data Security PlatformTwo alternatives
Prisma Cloud, Varonis Data Security PlatformMiniMax M2.5no first choiceVaronis Data Security PlatformChangedno first choiceagainst: SecuritiVaronis Data Security Platformagainst: Forcepoint Data Visibilityno first choicenothing named
Two alternatives
IBM Guardium, Microsoft PurviewOne alternative
Microsoft PurviewGPT-6 LunaCyeraBigIDChangedCyera, SentraMicrosoft Purviewno first choiceagainst: Legacy Palo Alto Prisma Cloud Data Security, Microsoft Purview, Securiti.ai
Two alternatives
BigID, Varonis Data Security PlatformTwo alternatives
Microsoft Purview, Varonis Data Security PlatformEight alternatives
BigID, Microsoft Purview DSPM, Prisma Cloud, Securiti.ai, Thales, Varonis Data Security Platform, Veeam, Wiz DSPMOne alternative
Prisma Cloud DSPMMuse Glimmer 30BForcepoint DSPM, Securiti.aiBigIDChangedBigID, Cyera, WizProofpoint DSPM, Varonis Data Security Platformno first choicenothing named
Two alternatives
BigID, Orca SecurityThree alternatives
IBM Guardium, Microsoft Purview, Varonis Data Security PlatformThree alternatives
Microsoft Purview, Orca Security, Varonis Data Security PlatformBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:23 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:31 | yes | 5 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:33 | yes | 19 | 33 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 21:33 | yes | 16 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:18 | yes | 21 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:42 | yes | 14 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:29 | yes | 14 | 25 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:35 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:39 | yes | 11 | 36 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:25 | yes | 8 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:29 | yes | 19 | 39 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:42 | yes | 10 | 24 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:37 | yes | 4 | 16 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:32 | yes | 13 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:22 | yes | 18 | 9 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:17 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:42 | yes | 19 | 28 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 21:19 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:30 | yes | 21 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:21 | yes | 15 | 9 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:29 | yes | 25 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:39 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:31 | yes | 10 | 26 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:31 | yes | 25 | 32 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:40 | yes | 24 | 24 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:36 | yes | 9 | 34 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:39 | yes | 3 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:33 | yes | 15 | 15 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:30 | yes | 9 | 11 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:26 | yes | 5 | 14 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:23 | yes | 21 | 40 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 21:42 | yes | 17 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:34 | yes | 18 | 22 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:34 | yes | 9 | 19 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:23 | yes | 18 | 46 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:30 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:35 | yes | 23 | 46 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:32 | yes | 24 | 42 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:24 | yes | 20 | 36 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:39 | yes | 12 | 26 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:22 | yes | 11 | 46 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:38 | yes | 16 | 34 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:35 | yes | 18 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:39 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:21 | yes | 14 | 30 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 21:18 | yes | 15 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:26 | yes | 17 | 8 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:36 | yes | 5 | 4 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:25 | yes | 23 | 20 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:30 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:24 | yes | 7 | 29 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:28 | yes | 19 | 53 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:37 | yes | 18 | 33 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:23 | yes | 16 | 43 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:33 | yes | 3 | 20 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:24 | yes | 15 | 26 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:33 | yes | 18 | 15 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:27 | yes | 2 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:42 | no | 0 | 13 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 21:37 | yes | 16 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:41 | yes | 13 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:19 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:33 | yes | 22 | 42 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:20 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:19 | no | 0 | 24 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:33 | yes | 17 | 67 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:38 | yes | 13 | 49 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:24 | yes | 5 | 18 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:35 | yes | 2 | 24 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:23 | yes | 19 | 29 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 21:18 | yes | 16 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 21:27 | yes | 2 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 21:22 | yes | 22 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 21:17 | yes | 20 | 6 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 21:22 | yes | 18 | 11 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 21:21 | yes | 11 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 21:29 | yes | 22 | 65 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 21:18 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 21:35 | yes | 12 | 39 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 21:32 | yes | 23 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 21:19 | yes | 22 | 42 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 21:23 | yes | 17 | 32 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 21:20 | yes | 5 | 34 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 21:34 | yes | 18 | 39 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
AWS Macie read as Amazon Macie
IBM Guardium DSPM read as IBM Guardium
IBM Guardium Data Protection read as IBM Guardium
IBM Security Guardium read as IBM Guardium
Microsoft Purview Information Protection read as Microsoft Purview
Orca read as Orca Security
Palo Alto Networks read as Palo Alto Networks Cortex Cloud
Palo Alto Networks (Dig Security) read as Palo Alto Networks Cortex Cloud
Palo Alto Networks (Prisma Cloud DSPM / formerly Dig Security) read as Palo Alto Networks Cortex Cloud
Palo Alto Networks (Prisma Cloud and Cortex Cloud) read as Palo Alto Networks Cortex Cloud
Palo Alto Networks (Prisma Cloud) read as Palo Alto Networks Cortex Cloud
Proofpoint read as Proofpoint DSPM
Purview read as Microsoft Purview
Varonis read as Varonis Data Security Platform
Zscaler read as Zscaler DSPM
Unresolved, counted raw
Arexdata
ClearMetal
CrowdStrike's Falcon Cloud Security
Forcepoint Data Visibility
Legacy Palo Alto Prisma Cloud Data Security
Palo Alto Networks – Dig Security
Palo Alto Prisma Cloud DSPM
Proofpoint Data Loss Prevention (DLP)
Safetica Data Discovery and Classification
Skyhigh
Thales DSPM
TrustLogix
Discontinued, still offered
No shut-down product was recommended here.