Certificate lifecycle management for enterprise buyers
Asked as “certificate lifecycle management platform”, and as “SSL/TLS certificate management tool”, on behalf of an enterprise B2B company. 54 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
28%
Contested · Sectigo Certificate Manager 15%
28Keyfactor Command15Sectigo Certificate Manager15Venafi43others
28% 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.
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Sectigo Certificate Manager vs DigiCert CertCentralSectigo Certificate Manager vs DigiCert Trust Lifecycle ManagerSectigo Certificate Manager vs cert-managerSectigo Certificate Manager vs KeyfactorKeyfactor Command vs AppViewX CERT+Keyfactor Command vs AWS Certificate ManagerKeyfactor Command vs DigiCert CertCentralKeyfactor Command vs DigiCert Trust Lifecycle ManagerKeyfactor Command vs cert-managerKeyfactor Command vs KeyfactorAppViewX CERT+ vs AWS Certificate ManagerAppViewX CERT+ vs DigiCert CertCentralAppViewX CERT+ vs DigiCert Trust Lifecycle ManagerAppViewX CERT+ vs cert-managerAppViewX CERT+ vs KeyfactorAWS Certificate Manager vs DigiCert CertCentralAWS Certificate Manager vs DigiCert Trust Lifecycle ManagerAWS Certificate Manager vs cert-managerAWS Certificate Manager vs KeyfactorDigiCert CertCentral vs DigiCert Trust Lifecycle ManagerDigiCert CertCentral vs cert-managerDigiCert CertCentral vs KeyfactorDigiCert Trust Lifecycle Manager vs cert-managerDigiCert Trust Lifecycle Manager vs Keyfactorcert-manager vs Keyfactor
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
06
07
08
09A10
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Keyfactor Command28%
Keyfactor Command28%02Sectigo Certificate Manager15%
Sectigo Certificate Manager15%03Venafi15%
Venafi15%04CyberArk Certificate Manager7%
CyberArk Certificate Manager7%05Keyfactor7%
Keyfactor7%06DigiCert Trust Lifecycle Manager6%
DigiCert Trust Lifecycle Manager6%07DigiCert ONE2%
DigiCert ONE2%08AppViewX CERT+0%
AppViewX CERT+0%09Entrust Certificate Manager0%
Entrust Certificate Manager0%10AWS Certificate Manager0%
What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 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.
Venafi37%
15 of 41 labels negative · 10 of 14 models · 1 hard negative
“**Avoid Venafi/CyberArk** unless you have >500K certificates and a dedicated PKI team” DeepSeek V4 Flash, budget prompt
Sectigo Certificate Manager15%
8 of 53 labels negative · 7 of 14 models
“Caution level: High for large enterprises ... Who should avoid: Large enterprises with complex, multi-CA, multi-cloud environments” DeepSeek V4 Flash, negative prompt
AppViewX CERT+16%
6 of 38 labels negative · 5 of 14 models
“AppViewX has historically required heavy professional services/consulting fees just for initial setup” Gemini 3.5 Flash, negative prompt
DigiCert Trust Lifecycle Manager21%
7 of 34 labels negative · 5 of 14 models
“great, modern platforms if you intend to buy the vast majority of your certificates from a single CA... verify how "open" their agnostic capabilities actually are” Gemini 3.5 Flash, scale 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
77 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. 1200 links across 190 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.
vendor site · Keyfactor38 answers · 58 citations · 12 models
vendor site · Sectigo37 answers · 66 citations · 13 models
34 answers · 59 citations · 11 models
vendor site · CyberPress31 answers · 35 citations · 12 models
vendor site · QCecuring31 answers · 34 citations · 12 models
29 answers · 38 citations · 11 models
vendor site · Guideflow28 answers · 29 citations · 12 models
vendor site · Infisical27 answers · 28 citations · 10 models
vendor site · Gitnux26 answers · 30 citations · 10 models
vendor site · G225 answers · 46 citations · 10 models
25 answers · 25 citations · 11 models
vendor site · Akeyless24 answers · 24 citations · 11 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.
28 answers · 12 models
28 answers · 12 models
27 answers · 10 models
26 answers · 11 models
25 answers · 10 models
25 answers · 11 models
23 answers · 9 models
22 answers · 10 models
20 answers · 11 models
20 answers · 11 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 certificate lifecycle management platform”, “certificate lifecycle management platform”, “certificate lifecycle management 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 |
|---|---|---|---|---|---|---|---|---|
| Keyfactor keyfactor.com Keyfactor Command 28%, Keyfactor 7%, Keyfactor EJBCA / Keyfactor Command 2% | 37% | 95 | 2,400 | 85 | 36,295 | 36 | 5 | |
| Sectigo SCM Pro sectigo.com Sectigo Certificate Manager 15%, Sectigo SCM Pro 2% | 17% | 131 | 880 | 2 | 64,855 | $809 | 34 | 3 |
| Venafi venafi.com | 15% | 129 | 3,600 | 91 | 7,407 | |||
| DigiCert digicert.com DigiCert Trust Lifecycle Manager 6%, DigiCert ONE 2%, DigiCert 2%, DigiCert CertCentral 2% | 11% | 72 | 12,100 | 635 | 510,419 | 5 | 4 | |
| CyberArk cyberark.com CyberArk Certificate Manager 7% | 7% | 38 | 22,200 | 1,253 | 147,793 company | $62 | 0 | |
| Garantir garantir.io Garantir 2%, Garantir GaraTrust 2% | 4% | 2 | ||||||
| HashiCorp Vault hashicorp.com | 2% | 357 | 5,400 | 317 | 173,934 | $26 | 29 | |
| Venafi TLS Protect | 2% | |||||||
| Keytos EZCA keytos.io | 2% | 2 | ||||||
| Venafi Trust Protection Platform | 2% |
Google's top ten for the three searches hold 21 sites; 5 of them are among the sites the models cited here (g2.com, gartner.com, keyfactor.com, qcecuring.com, sectigo.com). The first result for “best certificate lifecycle management platform” is reddit.com.
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 certificate lifecycle management platform for an enterprise B2B company?”Paraphrase“Which SSL/TLS certificate management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade certificate lifecycle management platforms and how do they differ?”Budget-constrained“What is the best certificate lifecycle management 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 certificate lifecycle management platform. What should we look at?”Negative“Which certificate lifecycle management platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5VenafiVenafi TLS ProtectChangedVenafiKeyfactor Commandagainst: Venafino first choiceagainst: CyberArk Certificate Manager, Keyfactor, Sectigo Certificate Manager
Four alternatives
AppViewX CERT+, Keyfactor Command, QCecuring, Sectigo Certificate ManagerTwo alternatives
DigiCert CertCentral, Keyfactor CommandThree alternatives
DigiCert, Keyfactor, Sectigo Certificate ManagerOne alternative
Sectigo Certificate ManagerGPT-5.4 miniKeyfactor, VenafiSectigo Certificate ManagerChangedAppViewX CERT+, CyberArk Certificate Manager, Keyfactor, VenafiKeyfactor EJBCA / Keyfactor Commandno first choicenothing named
Three alternatives
AppViewX CERT+, DigiCert, Sectigo Certificate ManagerTwo alternatives
DigiCert Enterprise PKI Manager, VenafiOne alternative
Sectigo Certificate ManagerGemini 3.5 FlashKeyfactor CommandKeyfactor CommandHeldCyberArk Certificate Manager, Keyfactor CommandKeytos EZCAagainst: CyberArk Certificate ManagerKeyfactor Commandagainst: DigiCert Trust Lifecycle Manager, Sectigo SCM Proagainst: AppViewX CERT+, DigiCert CertCentral, Entrust Certificate Manager, Keyfactor, Sectigo Portal, Venafi
Four alternatives
AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Sectigo Certificate ManagerThree alternatives
AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle ManagerThree alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Sectigo Certificate ManagerThree alternatives
AppViewX CERT+, Garantir, Microsoft Intune Cloud PKITwo alternatives
AppViewX CERT+, CyberArk Certificate ManagerPerplexity SonarSectigo Certificate ManagerSectigo Certificate ManagerHeldagainst: AWS Certificate ManagerDigiCert ONE, DigiCert Trust Lifecycle ManagerSectigo Certificate Managerno first choiceagainst: Akeyless, CertKit, cert-manager
Three alternatives
DigiCert ONE / CertCentral, Keyfactor, VenafiTwo alternatives
DigiCert ONE, Keyfactor CommandFour alternatives
AppViewX CERT+, GlobalSign, Keyfactor, Sectigo Certificate ManagerTwo alternatives
DigiCert Trust Lifecycle Manager, KeyfactorGrok 4.1 FastKeyfactor Command, Sectigo Certificate ManagerKeyfactor CommandChangedagainst: VenafiKeyfactor Commandagainst: AWS Certificate Manager, Cloudflare Universal SSLKeyfactor Commandagainst: DigiCert Trust Lifecycle Manager, Venafi, cert-managerDigiCert Trust Lifecycle Manager, Keyfactor Command, Sectigo Certificate Manager, Venafiagainst: AWS Certificate Manager, AppViewX CERT+, Certify The Web, DigiCert Trust Lifecycle Manager, Keyfactor Command, Sectigo Certificate Manager, Venafi, ZeroSSL, cert-manager
Two alternatives
AppViewX CERT+, DigiCert ONE / Trust Lifecycle ManagerTwo alternatives
DigiCert CertCentral / Trust Lifecycle Manager, HashiCorp Vault PKIFour alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Sectigo Certificate Manager, VenafiTwo alternatives
AppViewX CERT+, Sectigo Certificate ManagerMistral SmallDigiCert ONEHashiCorp VaultChangedDigiCert Trust Lifecycle ManagerDigiCert CertCentralagainst: Entrust Certificate Manager, Venafino first choiceagainst: AppViewX CERT+, Entrust Certificate Manager, HashiCorp Vault PKI, Sectigo Certificate Manager
Two alternatives
AgileSec Platform, CyberArk Certificate ManagerThree alternatives
AWS Certificate Manager, DigiCert CertCentral, Entrust Certificate ServicesThree alternatives
CyberArk Certificate Manager, Keyfactor Command, Sectigo Certificate ManagerOne alternative
Keyfactor CommandDeepSeek V4 FlashKeyfactor Command, VenafiCyberArk Certificate ManagerChangedCyberArk Certificate Manageragainst: DigiCert Trust Lifecycle Manager, Sectigo Certificate ManagerSectigo Certificate Manageragainst: Venafino first choiceagainst: CertCloud, CertForge, DigiCert Trust Lifecycle Manager / CertCentral, Keyfactor Command, Sectigo Certificate Manager, Venafi
Three alternatives
AppViewX CERT+, DigiCert ONE, Sectigo Certificate ManagerThree alternatives
DigiCert CertCentral, Keyfactor Command, Sectigo Certificate ManagerTwo alternatives
AppViewX CERT+, Keyfactor CommandTwo alternatives
DigiCert Trust Lifecycle Manager, Keyfactor CommandFive alternatives
AppViewX CERT+, DigiCert, Keyfactor, Sectigo Certificate Manager, VenafiLlama 4 MaverickDigiCert Trust Lifecycle Manager, KeyfactorSectigo Certificate ManagerChangedno first choiceDigiCertno first choiceagainst: Akeyless, CertKit
Three alternatives
DigiCert ONE, Keyfactor Command, Venafi TLS ProtectTwo alternatives
Certify The Web, ZeroSSLQwen 3.7 FlashVenafiVenafiHeldVenafiKeyfactoragainst: Venafino first choiceagainst: Certify The Web, DigiCert Trust Lifecycle Manager, HashiCorp Vault, Keyfactor Command, Let's Encrypt, OpenSSL-based custom scripts, Sectigo Certificate Manager, Venafi, ZeroSSL
Two alternatives
DigiCert ONE, Keyfactor CommandThree alternatives
DigiCert ONE, HashiCorp Vault, Sectigo Certificate ManagerFour alternatives
AWS Certificate Manager, DigiCert Trust Lifecycle Manager, Keyfactor Command, Sectigo Certificate ManagerThree alternatives
DigiCert ONE, Microsoft Intune, Sectigo Certificate ManagerKimi K2CyberArk Certificate Manager, Keyfactor CommandCyberArk Certificate ManagerChangedCyberArk Certificate ManagerGarantir GaraTrustagainst: AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor, Venafino first choiceagainst: Certify The Web, DigiCert Trust Lifecycle Manager, Sectigo Certificate Manager, Venafi, ZeroSSL, basic open-source tools
One alternative
AppViewX CERT+Two alternatives
DigiCert Trust Lifecycle Manager, Keyfactor CommandSix alternatives
AppViewX AVX ONE CLM, DigiCert Trust Lifecycle Manager / CertCentral, Entrust Certificate Manager, GlobalSign, Keyfactor Command, Sectigo Certificate ManagerTwo alternatives
Sectigo Certificate Manager, ZeroSSL Platinum/EnterpriseGLM 4.7 FlashXKeyfactor Command, VenafiDigiCert Trust Lifecycle ManagerChangedagainst: CertbotVenafiSectigo SCM Prono first choiceagainst: Venafiagainst: Entrust Certificate Manager, SecureW2 JoinNow
Three alternatives
AppViewX AVX ONE CLM, Entrust Certificate Lifecycle Management, Sectigo Certificate ManagerThree alternatives
Keyfactor Command, ManageEngine Key Manager Plus, Sectigo Certificate ManagerFour alternatives
AppViewX CERT+, DigiCert ONE, Keyfactor Command, Sectigo Certificate ManagerTwo alternatives
DigiCert Trust Lifecycle Manager, Keyfactor CommandThree alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor CommandMiniMax M2.5CyberArk Certificate Manager, KeyfactorVenafi Trust Protection PlatformChangedno first choiceKeyfactor Commandagainst: AppViewX CERT+, Venafino first choiceagainst: AWS Certificate Manager, AppViewX CERT+, Azure Key Vault, DigiCert ONE, Google Cloud Certificate Authority Service, Keyfactor Command
Two alternatives
DigiCert Certificate Manager, Sectigo Certificate ManagerFour alternatives
AWS Certificate Manager, DigiCert CertCentral, Microsoft Azure Key Vault, Sectigo Certificate ManagerGPT-6 LunaKeyfactor CommandKeyfactor CommandHeldCyberArk Certificate ManagerKeyfactor Commandagainst: Sectigo Certificate Managerno first choiceagainst: DigiCert CertCentral, DigiCert PKI Platform 8
Three alternatives
AppViewX CLM, CyberArk Certificate Manager, DigiCert Trust Lifecycle ManagerTwo alternatives
CyberArk Certificate Manager, DigiCert Trust Lifecycle ManagerSix alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Entrust Certificate Manager, GlobalSign Atlas, Keyfactor Command, Sectigo Certificate ManagerOne alternative
DigiCert Trust Lifecycle ManagerMuse Glimmer 30BVenafiVenafi, now CyberArk Venafi – TLS Protect / Certificate Security and Lifecycle GovernanceChangedCyberArk Certificate Manager – formerly Venafi Trust Protection PlatformGarantiragainst: Venafino first choiceagainst: AWS Certificate Manager, ZeroSSL
Four alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor, Sectigo Certificate ManagerThree alternatives
AppViewX AVX ONE / CERT+, DigiCert Trust Lifecycle Manager / CertCentral, Keyfactor CommandThree alternatives
AppViewX CERT+, DigiCert ONE, Keyfactor CommandOne alternative
DigiCert Trust Lifecycle ManagerBold 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 | 2026-10-05 00:04 | yes | 16 | 9 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:12 | yes | 6 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:23 | yes | 14 | 26 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:29 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:13 | yes | 24 | 11 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:34 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:39 | yes | 23 | 48 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:43 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:00 | yes | 14 | 28 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:52 | yes | 24 | 35 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:31 | yes | 24 | 181 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:26 | yes | 10 | 24 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:23 | yes | 4 | 21 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:59 | yes | 21 | 26 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:18 | yes | 9 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:31 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:42 | yes | 9 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:40 | yes | 15 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:10 | yes | 24 | 8 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:06 | no | 0 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 23:16 | yes | 22 | 20 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:45 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:29 | no | 0 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:46 | yes | 19 | 22 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:37 | yes | 15 | 42 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:22 | no | 0 | 55 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:46 | yes | 3 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:07 | yes | 15 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:11 | yes | 15 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:46 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:32 | yes | 18 | 32 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 01:17 | yes | 21 | 7 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:54 | yes | 24 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:03 | yes | 22 | 16 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:22 | yes | 23 | 44 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:29 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:56 | yes | 14 | 29 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:03 | yes | 23 | 27 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:29 | yes | 23 | 101 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:37 | yes | 24 | 36 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:42 | yes | 8 | 47 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:55 | yes | 24 | 34 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:53 | yes | 17 | 10 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:35 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:26 | yes | 16 | 36 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 00:14 | yes | 17 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:55 | yes | 18 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:23 | yes | 23 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:51 | yes | 23 | 35 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:49 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:50 | no | 0 | 30 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:46 | yes | 20 | 26 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:45 | yes | 22 | 16 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:33 | yes | 20 | 70 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:56 | yes | 3 | 22 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:03 | yes | 22 | 32 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:25 | yes | 27 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:53 | yes | 4 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:05 | yes | 8 | 30 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 23:58 | yes | 18 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:45 | yes | 20 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:47 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:51 | yes | 22 | 49 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:40 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:30 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:42 | yes | 15 | 25 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:16 | yes | 23 | 43 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:06 | no | 0 | 15 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:43 | yes | 4 | 28 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:47 | yes | 23 | 24 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:21 | yes | 17 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:14 | yes | 2 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:40 | yes | 21 | 33 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 23:51 | yes | 22 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:46 | yes | 19 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:03 | yes | 5 | 6 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:20 | yes | 23 | 83 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:01 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:59 | yes | 21 | 114 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:49 | yes | 24 | 28 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:18 | yes | 23 | 40 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:59 | yes | 19 | 36 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:05 | yes | 4 | 19 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:31 | yes | 21 | 23 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
AppViewX read as AppViewX CERT+
AppViewX (AVX ONE / CERT+) read as AppViewX CERT+
AppViewX (AVX ONE CLM) read as AppViewX CERT+
AppViewX (AVX ONE) read as AppViewX CERT+
AppViewX AVX ONE read as AppViewX CERT+
AppViewX CERT+/AVX ONE read as AppViewX CERT+
AppViewX Cert+ / AVX ONE read as AppViewX CERT+
Cloudflare read as Cloudflare Universal SSL
CyberArk read as CyberArk Certificate Manager
CyberArk (Venafi) read as CyberArk Certificate Manager
CyberArk Venafi read as CyberArk Certificate Manager
Entrust read as Entrust Certificate Manager
Sectigo read as Sectigo Certificate Manager
Sectigo (Certificate Management) read as Sectigo Certificate Manager
Sectigo (Certificate Manager, aggressive on automation) read as Sectigo Certificate Manager
Sectigo (formerly Comodo) read as Sectigo Certificate Manager
SecureW2 read as SecureW2 JoinNow
Smallstep read as Smallstep Certificate Manager
Smallstep (open‑source) read as Smallstep Certificate Manager
Unresolved, counted raw
AgileSec Platform
AppViewX CLM
AppViewX Certificate Lifecycle Management
Azure Key Vault Certificate Management
Blue Cedar
CertCloud
CertForge
CyberArk Certificate Manager SaaS
CyberArk Certificate Manager – formerly Venafi Trust Protection Platform
DigiCert Certificate Manager
DigiCert Enterprise PKI Manager
Garantir GaraTrust
Keyfactor EJBCA / Keyfactor Command
Keyfactor EJBCA®
Kubernetes cert‑manager
Microsoft Intune Cloud PKI
OpenSSL-based custom scripts
Sectigo CM
Sectigo Portal
TigerTrust
Trust Lifecycle Manager
Userify
Venafi Control Plane (CyberArk)
Venafi, now CyberArk Venafi – TLS Protect / Certificate Security and Lifecycle Governance
ZeroSSL Platinum/Enterprise
basic open-source tools
Discontinued, still offered
No shut-down product was recommended here.