# OneTrust AI Governance vs Holistic AI: which do AI models recommend for AI governance, October 2026

IT AI Recommendation Index, October 2026 Edition, AI governance platforms. Two of fourteen models named OneTrust AI Governance first on the direct prompt; zero named Holistic AI. Page: https://it-ai-index.com/it-data/ai-governance-platforms/onetrust-ai-governance-vs-holistic-ai/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| OneTrust AI Governance | 4% | #3 of 7 | 33% | 39 | 14 of 14 |
| Holistic AI | 2% | #4 of 7 | 23% | 22 | 11 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: onetrust ai governance first (first choices: Credo AI, OneTrust AI Governance) (alternatives: IBM watsonx.governance, ModelOp Center, SAP, ServiceNow AI Control Tower)
- DeepSeek V4 Flash: onetrust ai governance first (first choices: IBM watsonx.governance, OneTrust AI Governance) (alternatives: Arthur, Drata, Fiddler AI, Vanta)
- Claude Haiku 4.5: neither first, one named (first choices: Credo AI) (alternatives: Govern365, IBM watsonx.governance, Lumenova AI, OneTrust AI Governance)
- Gemini 3.5 Flash: neither first, one named (first choices: Galileo, Trustible) (alternatives: Arthur, Credo AI, Fiddler AI, Holistic AI, Nightfall, ShadowLock, Strac)
- Perplexity Sonar: neither first, one named (first choices: Govarna) (alternatives: Arthur, IBM watsonx.governance, OneTrust AI Governance)
- GLM 4.7 FlashX: neither first, one named (first choices: ModelOp Center) (alternatives: Arthur AI, Credo AI, Fiddler AI, Guardrails AI, OneTrust AI Governance, Protect AI, ServiceNow AI Control Tower)
- GPT-6 Luna: neither first, one named (first choices: Trustible) (alternatives: Credo AI, Microsoft Purview, OneTrust AI Governance)
- Grok 4.1 Fast: neither named (first choices: Govarna) (alternatives: Aporia, Arthur AI, Credo AI)
- Mistral Small: neither named (first choices: Govarna) (alternatives: Credo AI, Speakeasy)
- Llama 4 Maverick: neither named (first choices: Govarna)
- Qwen 3.7 Flash: neither named (first choices: Govarna) (alternatives: Credo AI)
- Kimi K2: neither named (first choices: Montro) (alternatives: FairNow, ModelOp Center)
- MiniMax M2.5: neither named (first choices: Govarna) (alternatives: ModelOp Center, Montro)
- Muse Glimmer 30B: neither named (first choices: Credo AI) (alternatives: Dataiku, Fiddler AI)

## What the models said about OneTrust AI Governance

- "avoid legacy giants like IBM (watsonx.governance), ServiceNow, or OneTrust" (Gemini 3.5 Flash, direct prompt, hard negative)
- "What to avoid ... OneTrust AI Governance – typically $50K–$200K+/year" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Enterprise tools like OneTrust/IBM start at $3K+/month, so avoid them." (Grok 4.1 Fast, budget prompt, hard negative)
- "Choose OneTrust if you need a broad compliance dashboard for legal and risk teams." (Qwen 3.7 Flash, comparative prompt, first choice)
- "the best choice is IBM watsonx.governance or OneTrust AI Governance" (DeepSeek V4 Flash, direct prompt, first choice)
- "Best overall for mid-market B2B: Credo AI or OneTrust AI Governance" (GPT-5.4 mini, direct prompt, first choice)

## What the models said about Holistic AI

- "What to avoid ... Holistic AI – starts around $40K/year for SMBs" (DeepSeek V4 Flash, budget prompt, hard negative)
- "Holistic AI | Custom quotes | No self-serve pricing" (Kimi K2, budget prompt, hard negative)
- "typically custom / enterprise pricing, often $25K-$250K+/year, and "pricing structure is less accessible for small teams"" (Muse Glimmer 30B, budget prompt, soft negative)
- "Start with a trial of Credo AI or Holistic AI if your priority is commercial compliance and customer trust." (Qwen 3.7 Flash, paraphrase prompt, first choice)
- "Pairs technical risk libraries with regulator-aligned assessment workflows; good for enterprise risk quantification" (Kimi K2, comparative prompt, alternative)
- "Best For: Organizations focused on detailed model risk management and independent auditing." (Qwen 3.7 Flash, comparative prompt, alternative)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.