AI governance platforms · November 2026 Edition
Microsoft Purview vs Vanta
One of fourteen models named Microsoft Purview first on the direct prompt; one named Vanta. Microsoft Purview was named by twelve of the fourteen models and Vanta by six and Microsoft Purview carries 24 labels and Vanta 10, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in seven categories this edition.
First-choice share5%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate12%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#5A position in a field of 10; printed, not drawn.
Labels2410A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Microsoft Purview reading right to left. Rank and label count are printed, not drawn.Credo AI was named alongside these two in ten of the fourteen direct answers. Credo AI vs Microsoft Purview · Credo AI vs Vanta · dope.security vs Microsoft Purview
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 AI governance platforms page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Microsoft PurviewFirst choices, of fourteen modelsVanta
Direct11
Paraphrase111 against Microsoft Purview · 1 against Vanta
Comparative00
Budget-constrained10
Scale-constrained00
Negative002 against Microsoft Purview
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Microsoft Purview and Vanta stood in it.
| 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 | |
Microsoft Purview Vanta first choice named as an alternative argued againstblank: not namedEach cell is one answer, Microsoft Purview on the left and Vanta on the right.The direct prompt
The plain question, one answer per model, grouped by where Microsoft Purview and Vanta stood in it.
Microsoft Purview first, Vanta an alternative
1 of 14 modelsVanta was named in the answer but not as the choice, or not at all.Grok 4.20Microsoft Purview alternatives: Credo AI, Drata, Holistic AI, Vanta, dope.security
Vanta first, Microsoft Purview not the choice
1 of 14 modelsMicrosoft Purview was named in the answer but not as the choice, or not at all.DeepSeek V4 FlashVanta alternatives: Credo AI, Govarna, Holistic AI
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.Gemini 3.5 FlashCredo AI alternatives: Fiddler AI, ModelOp Center, Trustible, Vanta
Perplexity SonarCredo AI alternatives: AWS SageMaker AI Governance, Govarna, Microsoft Purview, OneTrust AI Governance, Speakeasy
Kimi K2Govarna alternatives: Vanta
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Credo AI alternatives: Govern365, Holistic AI, Walled AI
GPT-5.4 miniCredo AI alternatives: IBM watsonx.governance, OneTrust AI Governance
Mistral SmallGovarna alternatives: Govern365, dope.security
Llama 4 Maverickdope.security alternatives: Cakewalk, Govern365, Pillar Security
Qwen 3.7 FlashGovarna alternatives: Credo AI, Govern365, dope.security
GLM 4.7 FlashXGovern365 alternatives: IBM watsonx.governance, dope.security
MiniMax M2.5Credo AI alternatives: Drata, Govarna, IBM watsonx.governance
GPT-6 LunaTrustible alternatives: Credo AI, OneTrust AI Governance
Muse Glimmer 30BStrac, dope.security alternatives: Credo AI, Govarna, IBM watsonx.governance, OneTrust AI Governance
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Vanta leads by two points.
Vanta4%#4 of 12Microsoft Purview2%#5 of 12Mid-marketThe figures above
The order flips: Microsoft Purview leads at mid-market.
Microsoft Purview5%#4 of 10Vanta4%#5 of 10Enterprise
Microsoft Purview leads by seven points.
Microsoft Purview7%#4 of 11Vanta0%#– of 11What the models said about Microsoft Purview
No label in this category carried a quote.
What the models said about Vanta
No label in this category carried a quote.
Also compared
Credo AI vs Microsoft PurviewCredo AI vs Vantadope.security vs Microsoft Purviewdope.security vs VantaStrac vs Microsoft PurviewStrac vs VantaMicrosoft Purview vs Holistic AIMicrosoft Purview vs Fiddler AIMicrosoft Purview vs IBM watsonx.governanceVanta vs Holistic AIVanta vs Fiddler AIVanta vs IBM watsonx.governanceAll twenty-eight head-to-head pages and the full AI governance standing
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.