Five of fourteen models named Sumsub first on the direct prompt; two named Trulioo. Sumsub was named by fourteen of the fourteen models and Trulioo by thirteen and Sumsub carries 46 labels and Trulioo 27, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the identity verification page.
Across every category in the November 2026 Edition, Sumsub and Trulioo were named in the same answer fifty-nine times, of the 144 answers naming Sumsub and the 83 naming Trulioo. In those answers Trulioo took the first choice six times and Sumsub eleven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“One of the lowest-rated verification platforms - Constant rejection of valid verification documents” DeepSeek V4 Flash · negative prompt · hard negative
“independent testing flagged a fraud trade-off: Sumsub accepted 80% of fake documents in KYC AML Guide testing, the highest rate in the pool” Muse Glimmer 30B · paraphrase prompt · soft negative
“often outperforming pricier options like Jumio, Onfido, or Sumsub in value” Grok 4.20 · budget prompt · soft negative
“Sumsub stands out as a comprehensive solution, offering both robust KYC document verification and advanced selfie verification” Mistral Small · paraphrase prompt · first choice
“Sumsub and ComplyCube are the top choices due to their strong compliance features, scalability, and positive user reviews” Mistral Small · direct prompt · first choice
“I recommend Sumsub as the top choice for a mid-sized B2B company needing robust KYC document and selfie verification.” Grok 4.20 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Higher entry point than pure self-serve tools, but offers deep global reach” Gemini 3.5 Flash · direct prompt · soft negative
“Trulioo is a data-first identity verification platform with particularly strong global coverage for both individuals and businesses” Claude Haiku 4.5 · direct prompt · first choice
“The best KYC document and selfie verification tool for a mid-sized B2B company is Trulioo, Veriff, Identomat, or Yoti.” Llama 4 Maverick · paraphrase prompt · first choice
“Trulioo is the strongest default choice” Perplexity Sonar · direct prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.