Identity verification for enterprise buyers
Asked as “identity verification service”, and as “KYC document and selfie verification 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
17%
Contested · Jumio 15%
17Sumsub15Jumio13Persona56others
17% 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 one product 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-one head-to-head pages: the top seven products, each against each
Persona vs TruliooPersona vs JumioPersona vs Stripe IdentityVeriff vs SumsubVeriff vs iDenfyVeriff vs TruliooVeriff vs JumioVeriff vs Stripe IdentitySumsub vs iDenfySumsub vs TruliooSumsub vs JumioSumsub vs Stripe IdentityiDenfy vs TruliooiDenfy vs JumioiDenfy vs Stripe IdentityTrulioo vs JumioTrulioo vs Stripe IdentityJumio vs Stripe Identity
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
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Sumsub17%
Sumsub17%02Jumio15%
Jumio15%03Persona13%
Persona13%04Trulioo11%
Trulioo11%05iDenfy9%
iDenfy9%06Veriff7%
Veriff7%07Onfido7%
Onfido7%08Socure2%
Socure2%09Entrust2%
Entrust2%101Kosmos2%
1Kosmos2%11AU10TIX0%
AU10TIX0%What they warned about
Zero of fourteen models held their first choice under the paraphrase. 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 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.
Sumsub22%
9 of 41 labels negative · 9 of 14 models · 7 hard negative
“The Sumsub breach went undetected for eighteen months, from July 2024 to January 2026, exposing a fundamental failure in the monitoring and incident response” Muse Glimmer 30B, negative prompt
Persona22%
9 of 41 labels negative · 8 of 14 models · 4 hard negative
“Persona had roughly 2,500 files of its government dashboard code exposed on a public FedRAMP Google Cloud server” Claude Haiku 4.5, negative prompt
IDMerit100%
7 of 7 labels negative · 7 of 14 models · 7 hard negative
“an unprotected MongoDB database linked to IDMerit ... exposed approximately one billion personally identifiable records across 26 countries” Muse Glimmer 30B, negative prompt
IDScan.net100%
6 of 6 labels negative · 6 of 14 models · 6 hard negative
“IDScan.net (2026)**: Experienced a massive breach affecting approximately 153 million U.S. and Canadian driver's licenses.” MiniMax M2.5, negative 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
74 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 281 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.
31 answers · 32 citations · 12 models
vendor site · 1Kosmos28 answers · 31 citations · 11 models
26 answers · 40 citations · 9 models
vendor site · iDenfy24 answers · 30 citations · 13 models
vendor site · Signzy24 answers · 27 citations · 11 models
21 answers · 26 citations · 10 models
vendor site · Ondato21 answers · 21 citations · 12 models
18 answers · 23 citations · 9 models
vendor site · Bureau18 answers · 19 citations · 9 models
vendor site · Checkr18 answers · 18 citations · 11 models
vendor site · GBG17 answers · 25 citations · 10 models
17 answers · 18 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.
26 answers · 11 models
26 answers · 12 models
20 answers · 10 models
20 answers · 12 models
18 answers · 11 models
16 answers · 9 models
16 answers · 9 models
14 answers · 7 models
13 answers · 8 models
12 answers · 7 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 identity verification service”, “identity verification service”, “identity verification services”. 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 |
|---|---|---|---|---|---|---|---|---|
| Sumsub sumsub.com | 17% | 113 | 5,400 | 195 | 29,613 | 23 | ||
| Jumio jumio.com | 15% | 91 | 2,900 | 118 | 4,032 | 30 | ||
| Persona withpersona.com | 13% | 114 | 135,000 | 226,215 | 113,387 | 43 | ||
| Trulioo trulioo.com | 11% | 81 | 1,600 | 38 | 7,163 | 6 | ||
| iDenfy idenfy.com | 9% | 75 | 110,000 | 18 | 6,549 | 3 | 1 | |
| Veriff veriff.com | 7% | 125 | 4,400 | 156 | 13,927 | $171 | 18 | |
| Onfido onfido.com | 7% | 65 | 2,400 | 130 | 263 | |||
| Entrust entrust.com Entrust 2%, Entrust Identity Verification 2%, Entrust Onfido 2% | 6% | 24 | 14,800 | 1,297 | 139,697 | $7,971 | 120 | |
| Socure socure.com | 2% | 30 | 8,100 | 316 | 27,206 | 17 | ||
| 1Kosmos 1kosmos.com | 2% | 14 | 1,000 | 50 | 38,562 | 2 |
Google's top ten for the three searches hold 24 sites; 1 of them are among the sites the models cited here (idenfy.com). The first result for “best identity verification service” 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 identity verification service for an enterprise B2B company?”Paraphrase“Which KYC document and selfie verification tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade identity verification services and how do they differ?”Budget-constrained“What is the best identity verification service 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 an identity verification service. What should we look at?”Negative“Which identity verification services should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5no first choiceOnfidoChangedno first choiceiDenfyno first choiceagainst: IDMerit, Persona, Sumsub
Three alternatives
AU10TIX, IDology, JumioThree alternatives
Entrust, Sumsub, TruliooGPT-5.4 miniIncode, PersonaJumioChangedJumio, OnfidoPersonano first choicenothing named
Four alternatives
LexisNexis Risk Solutions, Regula, Socure, VeriffTwo alternatives
Trulioo, VeriffTwo alternatives
Sumsub, TruliooTwo alternatives
Jumio, SumsubGemini 3.5 FlashPersonaCLEAR1, SumsubChangedPersonaiDenfyagainst: Persona, Veriffno first choiceagainst: ID.me, Incode Technologies, Persona
Four alternatives
LexisNexis Risk Solutions, Middesk, Sumsub, TruliooThree alternatives
Jumio, Persona, TruliooSix alternatives
Entrust IDV, Jumio, Socure, Sumsub, Trulioo, VeriffFive alternatives
Cisco Duo, Microsoft Entra Verified ID, Okta Workforce Identity, Regula Forensics, deepidvPerplexity SonarTruliooJumioChangedno first choiceiDenfyno first choiceagainst: Sumsub, Trulioo
Two alternatives
Mitek Systems, SumsubTwo alternatives
Trulioo, VeriffTwo alternatives
Entrust, TruliooGrok 4.1 FastEntrust, PersonaOnfido, SumsubChangedagainst: Veriffno first choiceOnfidoagainst: iDenfyno first choiceagainst: 5CA, AU10TIX, ID.me, IDMerit, IDScan.net, Jumio, Onfido, Persona, Sumsub, Veriff
Three alternatives
Incode Technologies, Jumio, TruliooThree alternatives
AU10TIX, Jumio, TruliooTwo alternatives
Jumio, VeriffMistral SmallPersona, TrustpairJumio, PersonaChangedno first choiceVeriff, iDenfyno first choiceagainst: Jumio, Mitek Systems, Persona, Sumsub, Yoti, iDenfy
Two alternatives
1Kosmos, SignzyTwo alternatives
Onfido, TruliooSeven alternatives
Entrust, IDnow, Jumio, Socure, Sumsub, Trulioo, VeriffOne alternative
OndatoDeepSeek V4 FlashGBG, TruliooSumsubChangedPersonaSocureno first choiceagainst: 5CA, AU10TIX, IDMerit, Onfido, Persona, Sumsub, Trulioo, Veriff
Three alternatives
Middesk, Persona, SumsubThree alternatives
Jumio, Onfido, VeriffSeven alternatives
Entrust, GBG, Incode, Socure, Sumsub, Trulioo, VeriffTwo alternatives
LexisNexis Risk Solutions, PersonaLlama 4 MaverickTruliooYotiChangedno first choiceno first choiceno first choicenothing named
Two alternatives
1Kosmos, RegulaFour alternatives
Jumio, Onfido, Trulioo, VeriffQwen 3.7 FlashTruliooJumioChangedno first choiceVeriffno first choiceagainst: Jumio, Onfidonothing named
Three alternatives
ComplyCube, Fenergo, OnfidoOne alternative
VeriffSix alternatives
Jumio, Onfido, Socure, Sumsub, Trulioo, VeriffThree alternatives
Jumio, Onfido, iDenfyThree alternatives
Sumsub, Trulioo, VeriffKimi K2Jumio, SumsubSumsubChangedJumioSumsub, Veriffagainst: Auth0, Jumio, Onfidono first choiceagainst: Experian, IDMerit, IDScan.net, Jumio, LiveRamp, Persona, Sumsub
Two alternatives
Onfido, PersonaThree alternatives
Jumio, Persona, VeriffSeven alternatives
Entrust, Onfido, Persona, Socure, Sumsub, Trulioo, VeriffTwo alternatives
Okta, PersonaGLM 4.7 FlashXSumsubJumioChangedSumsubSumsubno first choiceagainst: AU10TIX, IDMerit, IDScan.net, Persona, Sumsub
Five alternatives
Entrust, Jumio, Ondato, Trustpair, VeriffThree alternatives
Trulioo, Veriff, YotiFive alternatives
1Kosmos, Entrust, Jumio, Persona, TruliooThree alternatives
HyperVerge, Stripe Identity, VeriffMiniMax M2.5TruliooJumio, TruliooChangedOnfido, SocureJumio, Onfido, Sumsubno first choiceagainst: AU10TIX, IDMerit, IDScan.net, Sumsub
Four alternatives
1Kosmos, IDnow, Trustpair, VeriffTwo alternatives
Persona, VeriffFive alternatives
IDnow, Jumio, Persona, Trulioo, VeriffTwo alternatives
ComplyCube, iDenfyGPT-6 LunaPersonaEntrust Identity VerificationChangedno first choiceiDenfyno first choiceagainst: AU10TIX, ID.me, IDScan.net, Persona
Three alternatives
Alloy, Middesk, TruliooOne alternative
SumsubSeven alternatives
Entrust IDV, Jumio, Persona, Socure, Sumsub, Trulioo, VeriffTwo alternatives
IDWise, Stripe IdentityMuse Glimmer 30B1KosmosEntrust OnfidoChangedno first choiceMojoAuth, Veriffagainst: Diditno first choiceagainst: IDMerit, IDScan.net, Sumsub
Five alternatives
Entrust IDV, formerly Onfido, Jumio, Persona, Sumsub, TruliooThree alternatives
Jumio Netverify / Identity Intelligence, Trulioo, VeriffFour alternatives
Onfido, Persona, ProofOfID, TruliooBold 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 23:07 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:37 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:41 | yes | 13 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:27 | yes | 18 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:46 | yes | 23 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:59 | yes | 18 | 8 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:56 | yes | 23 | 93 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:13 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:39 | yes | 7 | 39 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:33 | yes | 15 | 17 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:57 | yes | 15 | 52 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:59 | yes | 13 | 60 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:43 | yes | 5 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:49 | yes | 15 | 23 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:53 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:43 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:38 | yes | 18 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 01:28 | yes | 19 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:25 | yes | 22 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:14 | yes | 20 | 14 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:52 | yes | 24 | 33 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:19 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:13 | yes | 10 | 54 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:44 | yes | 24 | 30 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:54 | yes | 10 | 29 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:12 | yes | 15 | 38 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:50 | yes | 4 | 20 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:03 | yes | 23 | 33 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:23 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:37 | yes | 5 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:44 | yes | 19 | 32 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-05 00:20 | yes | 19 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:21 | yes | 24 | 10 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:49 | yes | 8 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:39 | yes | 24 | 40 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:33 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:48 | no | 0 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:28 | yes | 20 | 27 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:58 | yes | 24 | 48 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:41 | yes | 10 | 19 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:24 | yes | 7 | 43 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:00 | yes | 25 | 37 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:18 | yes | 19 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:24 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:52 | yes | 14 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:24 | yes | 20 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:28 | yes | 23 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 00:39 | yes | 9 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:25 | yes | 25 | 37 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:43 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:16 | yes | 5 | 35 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:16 | yes | 25 | 22 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:53 | yes | 24 | 29 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:33 | yes | 20 | 53 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 01:45 | yes | 2 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:37 | yes | 15 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:21 | yes | 18 | 15 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:13 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:16 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:53 | yes | 20 | 8 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:38 | no | 0 | 6 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:30 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:34 | yes | 24 | 44 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:54 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:48 | no | 0 | 34 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:26 | yes | 15 | 26 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:39 | yes | 15 | 30 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:34 | no | 0 | 61 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:57 | yes | 5 | 26 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:26 | yes | 15 | 26 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:23 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:15 | yes | 4 | 10 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:28 | yes | 17 | 30 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-05 00:29 | yes | 23 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:23 | yes | 22 | 12 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:53 | yes | 14 | 9 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:14 | yes | 23 | 61 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:36 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:41 | no | 0 | 31 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:55 | yes | 24 | 31 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:27 | yes | 22 | 106 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:45 | yes | 15 | 43 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-05 00:33 | yes | 5 | 31 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:46 | yes | 22 | 33 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
None. Every name in this category resolved on its own.
Unresolved, counted raw
CLEAR1 (by CLEAR)
Daon
Effectiv
Entrust IDV, formerly Onfido
Entrust Identity Verification (formerly Onfido)
Entrust Onfido
Fenergo
GB Group
IDEMIA
IDVerse
IDWise
Jumio Netverify / Identity Intelligence
Lexis Nexis
Microsoft Entra Verified ID
ProofOfID
Prove
Refinitiv (LSEG) / World-Check
Regula Forensics
TransUnion
Discontinued, still offered
No shut-down product was recommended here.