Persona vs Jumio
Seven of fourteen models named Persona first on the direct prompt; zero named Jumio. Both were named by all fourteen models and Persona carries 41 labels and Jumio 36, 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
PersonaFirst choices, of fourteen modelsJumio
Across every category in the October 2026 Edition, Persona and Jumio were named in the same answer sixty-six times, of the 121 answers naming Persona and the 103 naming Jumio. In those answers Jumio took the first choice six times and Persona eleven.
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 | |
Persona Jumio first choice named as an alternative argued againstblank: not namedEach cell is one answer, Persona on the left and Jumio on the right.The direct prompt
Persona first, Jumio an alternative
7 of 14 modelsJumio was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
Jumio15%#2 of 11Persona13%#3 of 11What the models said about Persona
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“third-party B2B identity verifiers like Persona Identities or Confirm ID ... faced class-action lawsuits under BIPA” Gemini 3.5 Flash · negative prompt · hard negative
“Veriff and Persona – due to consistently poor user ratings, frequent verification failures, and unhelpful support.” GLM 4.7 FlashX · negative prompt · hard negative
“Data Pass-Through: Research found that identity checks can pass personal data through up to 17 different companies” MiniMax M2.5 · negative prompt · hard negative
“Best overall for regulated onboarding: Persona, for configurable identity flows and fraud orchestration across the full lifecycle.” Muse Glimmer 30B · comparative prompt · first choice
“Persona — Best Overall for Customization & Unified Flows ... widely considered the gold standard for mid-market companies” Gemini 3.5 Flash · direct prompt · first choice
“If you want zero upfront costs and the easiest developer integration, go with Persona (Starter Plan).” Gemini 3.5 Flash · budget prompt · first choice
What the models said about Jumio
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid for mid-sized: Onfido/Jumio (enterprise pricing, custom quotes often $1–2+/check with high mins)” Grok 4.1 Fast · paraphrase prompt · hard negative
“Jumio's median annual spend of around $55,000 is among the highest in the market, which is prohibitive for mid-market organizations” Claude Haiku 4.5 · direct prompt · soft negative
“Excellent quality (5,000+ document types) but enterprise-focused with quote-only pricing and heavy minimums” Kimi K2 · paraphrase prompt · soft negative
“One of the pioneers in the space, Jumio offers a "Digital Trust Suite." They have the broadest support for countries and currencies globally.” Qwen 3.7 Flash · comparative prompt · first choice
“Jumio and Socure lead for regulated financial services... Jumio is the safest choice for global scale.” Claude Haiku 4.5 · comparative prompt · first choice
“One of the longest-established players, known for AI-driven, end-to-end identity verification.” MiniMax M2.5 · comparative 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.