Drata vs Vanta
Nine of fourteen models named Drata first on the direct prompt; seven named Vanta. Both were named by all fourteen models and Drata carries 63 labels and Vanta 67, so the shares are not directly comparable.
Named in seven categories this edition.
Named in nine categories 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 compliance automation page.
By framing
DrataFirst choices, of fourteen modelsVanta
Across every category in the October 2026 Edition, Drata and Vanta were named in the same answer 376 times, of the 413 answers naming Drata and the 526 naming Vanta. In those answers Vanta took the first choice seventy-three times and Drata twenty-three.
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 | | | | | |
Drata Vanta first choice named as an alternative argued againstblank: not namedEach cell is one answer, Drata on the left and Vanta on the right.The direct prompt
Both were the first choice
3 of 14 modelsThe answer named them together, and the judge labeled each a first choice.Drata first, Vanta an alternative
6 of 14 modelsVanta was named in the answer but not as the choice, or not at all.Vanta first, Drata an alternative
4 of 14 modelsDrata was named in the answer but not as the choice, or not at all.Neither was named
1 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
Drata34%#1 of 9Vanta29%#2 of 9Vanta37%#1 of 10Drata26%#2 of 10What the models said about Drata
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“What to Avoid If Budget Is Tight ... Drata (~$7.5K–$15K+/yr)” Kimi K2 · budget prompt · hard negative
“Drata is the strongest all-around recommendation for mid-market scale, cross-framework automation, and proven audit workflow experience.” DeepSeek V4 Flash · direct prompt · first choice
“Go with Drata if you have a strong engineering team; go with Vanta if you have a standard SaaS-heavy stack and want speed.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Consider vendors like Vanta, Drata, Secureframe, or similar platforms that specialize in mid-market compliance automation” GLM 4.7 FlashX · scale prompt · first choice
What the models said about Vanta
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“What to Avoid If Budget Is Tight ... Vanta (~$10K–$35K+/yr)” Kimi K2 · budget prompt · hard negative
“Widely recognized for its comprehensive features and strong automation capabilities, making it a top choice for mid-market B2B companies.” Mistral Small · direct 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.