1 category · RankedPrevalent
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Third-party risk management | Security operations | 2% | 8 of 72 | 26% | 23 | criticized challenger |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 3 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 0 | 2 | 2 | 5 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Look for a cloud-native, modern SaaS platform designed for agility (e.g., Prevalent, OneTrust...” Qwen 3.7 Flash · TPRM · scale prompt · first choice
“Prevalent is often recommended for mid-market organizations that need a complete third-party risk workflow” Mistral Small · TPRM · direct prompt · alternative
“If you need more hands-on support or are in financial services, consider Prevalent or Venminder.” Kimi K2 · TPRM · direct prompt · alternative
“The strongest TPRM platforms for 2026 are Mitratech Prevalent, UpGuard, and SecurityScorecard” Claude Haiku 4.5 · TPRM · comparative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Caution level: Medium-High — for teams expecting an easy out-of-the-box setup.” DeepSeek V4 Flash · TPRM · negative prompt · hard negative
“entry-level costs ranging from $10,000 to $20,000+ per year, making them inaccessible for early-stage companies” Qwen 3.7 Flash · TPRM · budget prompt · soft negative
“(overkill for most mid-size) → OneTrust, BitSight, Prevalent” DeepSeek V4 Flash · TPRM · paraphrase prompt · soft negative
“Prevalent (Note: Can be enterprise-heavy/costly)” Qwen 3.7 Flash · TPRM · paraphrase prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 66 of the 70 answers that named Prevalent and are not a share of its labels.
Domains cited
287 of the 287 domain citations in answers naming Prevalent came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Names read as Prevalent
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