Veriff vs Stripe Identity
Three of fourteen models named Veriff first on the direct prompt; zero named Stripe Identity. Veriff was named by thirteen of the fourteen models and Stripe Identity by nine and Veriff carries 44 labels and Stripe Identity 12, 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.
By framing
VeriffFirst choices, of fourteen modelsStripe Identity
Across every category in the October 2026 Edition, Veriff and Stripe Identity were named in the same answer twenty-eight times, of the 133 answers naming Veriff and the 38 naming Stripe Identity. In those answers Stripe Identity took the first choice six times and Veriff four.
Every model, every framing
| 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 | | | |
Veriff Stripe Identity first choice named as an alternative argued againstblank: not namedEach cell is one answer, Veriff on the left and Stripe Identity on the right.The direct prompt
Veriff first, Stripe Identity not the choice
3 of 14 modelsStripe Identity was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
8 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Veriff23%#1 of 11Stripe Identity7%#6 of 11Veriff17%#2 of 10Stripe Identity2%#7 of 10Veriff7%#6 of 11Stripe Identity0%#– of 11What the models said about Veriff
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
What the models said about Stripe Identity
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“it's not a complete KYB or compliance program by itself” GPT-6 Luna · direct prompt · soft negative
“For a small company with low or unpredictable volume, I'd start with Stripe Identity” GPT-6 Luna · budget prompt · first choice
“start with Stripe Identity if you already use Stripe and need basic checks” GPT-6 Luna · comparative prompt · first choice
“Choose Stripe Identity if you're already a Stripe customer and want simplicity” GLM 4.7 FlashX · budget prompt · alternative
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.