Identity verification for small business buyers
Asked as “identity verification service”, and as “KYC document and selfie verification tool”, on behalf of a small B2B company. 60 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
23%
Contested · iDenfy 18%
23Veriff18iDenfy12Didit47others
23% 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 a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
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% negative40%
Key
01Veriff23%
Veriff23%02iDenfy18%
iDenfy18%03Persona12%
Persona12%04Didit12%
Didit12%05Sumsub7%
Sumsub7%06Stripe Identity7%
Stripe Identity7%07Middesk5%
Middesk5%08Trulioo3%
Trulioo3%09Onfido3%
Onfido3%10Ondato0%
Ondato0%11Jumio0%
Jumio0%What they warned about
Two of fourteen models held their first choice under the paraphrase. 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, 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.
Jumio61%
14 of 23 labels negative · 8 of 14 models · 6 hard negative
“Large legacy compliance engines (like Jumio or Socure) are built for enterprise-scale banks... Why to avoid: These platforms typically require expensive setup costs” Gemini 3.5 Flash, negative prompt
Onfido46%
11 of 24 labels negative · 8 of 14 models · 5 hard negative
“What to Avoid - **Onfido/Entrust IDV**: ... likely too expensive for small B2B” Kimi K2, direct prompt
Persona21%
8 of 38 labels negative · 7 of 14 models · 4 hard negative
“Be cautious of IDV tools that over-collect data or perform opaque surveillance... leading to Discord abruptly ending its partnership with Persona” Gemini 3.5 Flash, negative prompt
Sumsub16%
6 of 38 labels negative · 6 of 14 models · 1 hard negative
“The specific names to be most cautious about are **Sumsub** (support/rejection issues)” DeepSeek V4 Flash, 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. 1126 links across 254 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 · Veriff35 answers · 51 citations · 14 models
vendor site · Signzy31 answers · 37 citations · 10 models
vendor site · iDenfy27 answers · 33 citations · 10 models
vendor site · Didit25 answers · 48 citations · 11 models
vendor site · Middesk25 answers · 37 citations · 12 models
vendor site · Checkr25 answers · 25 citations · 10 models
vendor site · Ondato24 answers · 24 citations · 12 models
vendor site · G223 answers · 38 citations · 11 models
vendor site · Bureau22 answers · 27 citations · 8 models
vendor site · GBG19 answers · 23 citations · 8 models
vendor site · Trustpair18 answers · 19 citations · 10 models
vendor site · G218 answers · 18 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.
25 answers · 10 models
19 answers · 12 models
18 answers · 8 models
18 answers · 10 models
17 answers · 8 models
17 answers · 9 models
17 answers · 11 models
16 answers · 10 models
15 answers · 10 models
14 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 |
|---|---|---|---|---|---|---|---|---|
| Veriff veriff.com | 23% | 125 | 4,400 | 156 | 13,927 | $171 | 18 | |
| iDenfy idenfy.com | 18% | 75 | 110,000 | 18 | 6,549 | 3 | 1 | |
| Didit didit.me Didit 12%, Didit.me 2% | 13% | 26 | 6,600 | 26 | 3,711 | 15 | ||
| Persona withpersona.com | 12% | 114 | 135,000 | 226,215 | 113,387 | 43 | ||
| Sumsub sumsub.com | 7% | 113 | 5,400 | 195 | 29,613 | 23 | ||
| Stripe Identity stripe.com | 7% | 35 | 720 | 25 | 3,226,782 | $3,621 | 102 | |
| Middesk middesk.com | 5% | 21 | 3,600 | 65 | 132,526 | 13 | ||
| Trulioo trulioo.com | 3% | 81 | 1,600 | 38 | 7,163 | 6 | ||
| Onfido onfido.com | 3% | 65 | 2,400 | 130 | 263 | |||
| Bureau bureau.id | 2% | 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 a small B2B company?”Paraphrase“Which KYC document and selfie verification tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top identity verification services for a small team and how do they differ?”Budget-constrained“What is the best identity verification service for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating an identity verification service. What should we look at?”Negative“Which identity verification services should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceno first choiceHeldiDenfyDidit, iDenfyno first choicenothing named
Three alternatives
KYCAID, Udentify, VeriffTwo alternatives
Veriff, deepidvGPT-5.4 miniSumsubTrulioo KYC DocumentsChangedPersonaagainst: Jumio, TruliooVeriffno first choicenothing named
Six alternatives
Didit, Entrust, Onfido, Persona, Shufti Pro, iDenfyOne alternative
JumioTwo alternatives
Onfido, Stripe IdentityOne alternative
SumsubGemini 3.5 FlashPersonaSumsubChangedPersonaDiditagainst: Jumio, Onfido, SumsubPersonaagainst: AU10TIX, IDScan.net, Jumio, Persona, Socure
Three alternatives
Middesk, Sumsub, iDenfyThree alternatives
Didit, Persona, VeriffFour alternatives
Stripe Identity, Sumsub, Vouched, iDenfyThree alternatives
Persona, Stripe Identity, iDenfyThree alternatives
Stripe Identity, Sumsub, VeriffPerplexity SonarTruliooiDenfyChangediDenfyiDenfyagainst: Plaidno first choiceagainst: Sumsub, Veriff
Two alternatives
Veriff, iDenfyTwo alternatives
ComplyCube, VeriffFour alternatives
Onfido/Entrust, Shufti Pro, Sumsub, VeriffOne alternative
TruliooGrok 4.1 FastVeriff, iDenfyiDenfyChangedagainst: Onfido, Stripe IdentityVeriff, iDenfyagainst: Jumio, OnfidoDidit.mePersona, Sumsubagainst: Jumio, Ondato, Persona, Veriff
One alternative
MiddeskTwo alternatives
Middesk, PersonaThree alternatives
Ondato, Persona, SumsubFour alternatives
Shufti Pro, Sumsub, Veriff, iDenfyMistral SmallAU10TIX, VeriffBureau, PersonaChangedStripe IdentityVeriff, iDenfyno first choiceagainst: Persona
One alternative
SocureTwo alternatives
Docsumo, KYC HubSix alternatives
Checkr, Jumio, Onfido, Trulioo, Veriff, iDenfyOne alternative
IDMeritDeepSeek V4 FlashMiddeskVeriff, iDenfyChangedagainst: Jumio, Onfido/EntrustiDenfyDiditno first choiceagainst: Onfido, Persona, Sumsub, Trulioo, Yoti
Five alternatives
Ondato, Sumsub, The KYB, Trulioo, iDenfyOne alternative
SumsubSix alternatives
Ondato, Persona, Shufti Pro, Stripe Identity, Sumsub, VeriffTwo alternatives
Stripe Identity, VeriffLlama 4 MaverickiDenfyYotiChangedno first choiceVeriffno first choicenothing named
Three alternatives
Middesk, Ondato, TruliooTwo alternatives
Sumsub, iDenfyQwen 3.7 FlashPersonaagainst: Dun & Bradstreet, LexisNexisStripe Identity, VeriffChangedVeriffagainst: JumioStripe IdentitySumsub, iDenfyagainst: Jumio, Onfidoagainst: Jumio, Sumsub, Veriff
Four alternatives
Onfido, Stripe Identity, Sumsub, VeriffOne alternative
SumsubThree alternatives
Persona, Sumsub, iDenfyTwo alternatives
Veriff, iDenfyTwo alternatives
Persona, VeriffKimi K2Veriffagainst: Entrust IDV, Jumio, OnfidoVeriffHeldVeriffDiditagainst: Jumio, Onfido, TruliooOnfido, Veriffagainst: ID.me
Five alternatives
HyperVerge, Persona, Stripe Identity, Sumsub, iDenfyTwo alternatives
Didit, PersonaFour alternatives
Didit, Persona, Sumsub, iDenfyTwo alternatives
Identomat, VeriffFour alternatives
Jumio, Persona, Stripe Identity, TruliooGLM 4.7 FlashXVeriff, iDenfyagainst: EntrustVeriffChangedStripe Identity, Veriffagainst: Jumio, OnfidoDiditagainst: Persona, Sumsubno first choiceagainst: 5CA, IDMerit, Onfido, Shufti Pro, Veriff
Two alternatives
Persona, SumsubThree alternatives
GBG, Middesk, SumsubFour alternatives
Didit, Persona, Sumsub, iDenfyTwo alternatives
Shufti Pro, VeriffMiniMax M2.5Stripe IdentityOnfido, VeriffChangedStripe Identityagainst: JumioDidit, Veriffno first choiceagainst: 23andMe, IDScan.net, Jumio, Ondato, Onfido, Persona, Veriff
Two alternatives
Middesk, SumsubThree alternatives
Shufti Pro, Trulioo, YotiSix alternatives
Didit, Persona, Sumsub, Trulioo, Veriff, iDenfyThree alternatives
ARGOS Identity, Sumsub, iDenfyGPT-6 LunaMiddeskagainst: PersonaStripe IdentityChangedStripe IdentityPersonano first choiceagainst: AU10TIX, ID.me, IDMerit, Persona
One alternative
Stripe IdentityTwo alternatives
Middesk, PersonaThree alternatives
Persona, Sumsub, VeriffTwo alternatives
Stripe Identity, VeriffMuse Glimmer 30BMiddesk, TruliooPersona, iDenfyChangedDidit, Veriffagainst: Onfido, SumsubDidit, Veriff self-serveno first choiceagainst: IDScan, IDScan.net
Three alternatives
Persona, Sumsub, iDenfyOne alternative
Stripe IdentityOne alternative
PersonaOne alternative
Stripe IdentityBold 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 00:21 | no | 0 | 4 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:17 | yes | 4 | 6 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:58 | yes | 19 | 25 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-05 01:45 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:30 | yes | 24 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:49 | yes | 14 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:43 | yes | 22 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:48 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:48 | no | 0 | 28 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:26 | yes | 18 | 21 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:18 | yes | 15 | 73 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:54 | yes | 19 | 28 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:39 | yes | 3 | 13 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:12 | yes | 14 | 14 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:11 | no | 0 | 3 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:32 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 00:54 | yes | 18 | 22 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-05 00:14 | yes | 20 | 4 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 01:27 | yes | 24 | 10 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:09 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:19 | yes | 24 | 53 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 01:38 | yes | 7 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:16 | no | 0 | 23 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:37 | yes | 25 | 23 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 00:05 | yes | 22 | 99 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:46 | yes | 13 | 30 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:56 | yes | 3 | 17 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:01 | yes | 23 | 24 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:14 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:13 | yes | 6 | 10 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:25 | yes | 22 | 30 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 22:09 | yes | 18 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:36 | yes | 21 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:43 | yes | 12 | 10 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:23 | yes | 25 | 83 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:15 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:21 | yes | 10 | 23 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 00:03 | yes | 14 | 35 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-05 01:36 | yes | 25 | 45 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 01:21 | yes | 17 | 25 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:09 | yes | 4 | 19 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:11 | yes | 25 | 38 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:31 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:37 | yes | 4 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:34 | yes | 18 | 22 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-05 01:07 | yes | 18 | 2 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:55 | yes | 25 | 9 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:49 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:37 | yes | 23 | 24 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:24 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:02 | yes | 20 | 43 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:59 | yes | 15 | 36 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:47 | yes | 24 | 43 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:56 | yes | 10 | 17 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:51 | yes | 3 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:00 | yes | 15 | 17 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 01:53 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 01:46 | no | 0 | 7 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:34 | yes | 10 | 25 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-05 00:48 | yes | 20 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-05 00:18 | no | 0 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:52 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 00:53 | yes | 20 | 26 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:56 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 01:26 | yes | 18 | 25 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:30 | yes | 9 | 45 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:42 | no | 0 | 71 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-05 00:55 | yes | 5 | 12 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:54 | yes | 2 | 20 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 00:26 | yes | 13 | 21 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-05 00:22 | yes | 18 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-05 00:23 | no | 0 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-05 01:39 | yes | 28 | 25 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 23:57 | yes | 18 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:52 | yes | 24 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-05 01:02 | yes | 14 | 10 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-05 01:19 | yes | 24 | 65 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-05 00:41 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-05 00:36 | yes | 15 | 41 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-05 01:10 | yes | 25 | 22 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:54 | yes | 23 | 122 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:45 | yes | 25 | 38 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:27 | yes | 5 | 59 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-05 01:39 | yes | 25 | 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
23andMe
Adyen
Didit.me
Dow Jones Risk & Compliance
Dun & Bradstreet
FraudFighter™, a UVeritech, Inc. company
Identomat
KYC Hub
KYC-Chain
KYCAID
Microblink
OpenCorporates API
The KYB
Trulioo KYC Documents
Trullion
Udentify
Veriff self-serve
Zyphe
Discontinued, still offered
No shut-down product was recommended here.