Three of fourteen models named Veriff first on the direct prompt; zero named iDenfy. Veriff was named by thirteen of the fourteen models and iDenfy by thirteen and Veriff carries 44 labels and iDenfy 26, so the shares are not directly comparable.
Named in one category 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 October 2026 Edition, Veriff and iDenfy were named in the same answer fifty-four times, of the 133 answers naming Veriff and the 75 naming iDenfy. In those answers iDenfy took the first choice nine times and Veriff twelve.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 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 | ||||||
| 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 eight in this category shown.
“Veriff and Persona – due to consistently poor user ratings, frequent verification failures, and unhelpful support.” GLM 4.7 FlashX · negative prompt · hard negative
“Late 2025 breach leaked plaintext government IDs, DOBs, and addresses. Faces class-action lawsuits” Grok 4.1 Fast · negative prompt · hard negative
“Exposed data for thousands of customers” MiniMax M2.5 · negative prompt · hard negative
“I would particularly highlight Veriff or Jumio as top recommendations due to their balanced approach to security, user experience, and compliance.” MiniMax M2.5 · paraphrase prompt · first choice
“the best identity verification service for a company with a strictly limited budget is typically Veriff” Qwen 3.7 Flash · budget prompt · first choice
“Veriff Essential is the cheapest credible option at $1.44 per user including sanctions screening” Muse Glimmer 30B · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“I'd recommend iDenfy or Sumsub as top KYC document and selfie verification tools, with iDenfy edging out for its budget-friendly pricing” Grok 4.1 Fast · paraphrase prompt · first choice
“the best practical choice is usually iDenfy because it is specifically described as well-suited for small businesses” Perplexity Sonar · budget prompt · first choice
“For the tightest budget, I'd recommend starting with iDenfy or Veriff Essential” MiniMax M2.5 · budget 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.