Prevalent vs Venminder
One of fourteen models named Prevalent first on the direct prompt; one named Venminder. Prevalent was named by twelve of the fourteen models and Venminder by eleven and Prevalent carries 33 labels and Venminder 19, 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 third-party risk management page.
By framing
PrevalentFirst choices, of fourteen modelsVenminder
Across every category in the November 2026 Edition, Prevalent and Venminder were named in the same answer twenty-eight times, of the 105 answers naming Prevalent and the 40 naming Venminder. In those answers Venminder took the first choice one time and Prevalent one.
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 4.20 | | | ||||
| 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 | |
Prevalent Venminder first choice named as an alternative argued againstblank: not namedEach cell is one answer, Prevalent on the left and Venminder on the right.The direct prompt
Prevalent first, Venminder not the choice
1 of 14 modelsVenminder was named in the answer but not as the choice, or not at all.Venminder first, Prevalent an alternative
1 of 14 modelsPrevalent 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
9 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
Venminder2%#8 of 14Prevalent0%#11 of 14Prevalent4%#2 of 15Venminder4%#3 of 15Prevalent12%#3 of 15Venminder0%#13 of 15What the models said about Prevalent
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“heavily reliant on questionnaires, such as OneTrust, Prevalent, ProcessUnity, Venminder, and Archer” Llama 4 Maverick · negative prompt · hard negative
“Avoid overkill enterprise platforms like OneTrust or Prevalent unless you grow.” Grok 4.20 · budget prompt · hard negative
“Questionnaire-focused platforms (like OneTrust, Archer, Prevalent, ProcessUnity, Venminder) are useful for assessments but may not offer continuous monitoring” Mistral Small · negative prompt · soft negative
“If you're starting from scratch and want the best balance of functionality and ease of adoption, I'd lean Prevalent.” GPT-5.4 mini · paraphrase prompt · first choice
“Prevalent / Mitratech is the most cited pure-play.” Muse Glimmer 30B · direct prompt · first choice
“For a more robust solution, consider platforms that combine questionnaire workflows with continuous monitoring... such as Mitratech Prevalent” Mistral Small · negative prompt · alternative
What the models said about Venminder
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“heavily reliant on questionnaires, such as OneTrust, Prevalent, ProcessUnity, Venminder, and Archer” Llama 4 Maverick · negative prompt · hard negative
“may not offer continuous monitoring or deep risk analysis” Mistral Small · negative prompt · soft negative
“I'd recommend starting with Venminder or ProcessUnity if budget allows” MiniMax M2.5 · paraphrase prompt · first choice
“Venminder — Best Overall for Mid-Market” DeepSeek V4 Flash · direct prompt · first choice
“If you are heavily regulated (Banking, Healthcare, Credit Unions): Choose Venminder or Prevalent” Gemini 3.5 Flash · comparative 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.