Compliance automation · September 2026 Edition
Drata vs Vanta
Nine of twelve models named Drata first on the direct prompt; seven named Vanta. Both were named by all twelve models and both carry 59 labels, so the shares below are directly comparable.
Named in five categories this edition.
Named in four categories this edition.
First-choice share37%23%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate25%25%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 9; printed, not drawn.
Labels5959Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, Drata reading right to left. Rank and label count are printed, not drawn.Secureframe was named alongside these two in eleven of the twelve direct answers. Drata vs Sprinto · Vanta vs Sprinto
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
DrataFirst choices, of twelve modelsVanta
Direct97
Paraphrase82
Comparative37
Budget-constrained118 against Drata · 8 against Vanta
Scale-constrained12
Negative007 against Drata · 7 against Vanta
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where Drata and Vanta stood in it.
Both were the first choice
4 of 12 modelsThe answer named them together, and the judge labeled each a first choice.Claude Haiku 4.5Drata, Vanta alternatives: Hyperproof, Secureframe, Sprinto, Thoropass
Grok 4.1 FastDrata, Vanta alternatives: Scrut Automation, Secureframe, Sprinto
Qwen 3.7 FlashDrata, Vanta alternatives: LogicGate, Orbiq, Secureframe, SureCloud
GLM 4.7 FlashXDrata, Vanta alternatives: Hyperproof, Orbiq, Secureframe
Drata first, Vanta an alternative
5 of 12 modelsVanta was named in the answer but not as the choice, or not at all.Gemini 3.5 FlashDrata alternatives: Hyperproof, Secureframe, Vanta
Mistral SmallDrata alternatives: Secureframe, Vanta
DeepSeek V4 FlashDrata alternatives: Secureframe, Vanta
Kimi K2Drata alternatives: Secureframe, Sprinto, Vanta
MiniMax M2.5Drata alternatives: Orbiq, Vanta
Vanta first, Drata an alternative
3 of 12 modelsDrata was named in the answer but not as the choice, or not at all.GPT-5.4 miniVanta alternatives: Drata, Secureframe
Perplexity SonarVanta alternatives: Drata, Hyperproof, Secureframe, SureCloud
Llama 4 MaverickVanta alternatives: Drata, Secureframe
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
Mid-marketThe figures above
The order flips: Drata leads at mid-market.
Drata37%#1 of 9Vanta23%#2 of 9Enterprise
The order flips: Vanta leads at enterprise.
Vanta48%#1 of 12Drata18%#2 of 12What the models said about Drata
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid: Enterprise tools like Vanta/Drata (higher cost, sales-led pricing).” Grok 4.1 Fast · budget prompt · hard negative
“Avoid Vanta or Drata if budget is the main constraint” Perplexity Sonar · budget prompt · hard negative
“Well-known giants in the space (like Vanta and Drata) are incredibly popular, but they frequently draw complaints from users regarding pricing structures and framework scaling.” Gemini 3.5 Flash · negative prompt · soft negative
“Drata is Vanta’s closest competitor and has grown rapidly by prioritizing deep, granular control, customizability, and automated testing.” Gemini 3.5 Flash · comparative prompt · first choice
“*Yes:* Drata is the top choice. Your technical team will love the customization, API access, and control ownership features.” Gemini 3.5 Flash · direct prompt · first choice
“For mid-sized companies specifically, Drata appears to offer the best balance of automation, ease of use, and scalability” Claude Haiku 4.5 · paraphrase 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. Five of five in this category shown.
“Avoid: Enterprise tools like Vanta/Drata (higher cost, sales-led pricing).” Grok 4.1 Fast · budget prompt · hard negative
“Avoid Vanta or Drata if budget is the main constraint” Perplexity Sonar · budget prompt · hard negative
“For most mid-sized B2B companies today, Vanta is the default recommendation for getting a SOC 2 Type 1 report completed as fast as possible” Qwen 3.7 Flash · paraphrase prompt · first choice
“Vanta wins on breadth (widest integrations + auditor network, hourly monitoring) → best default for a fast first audit” DeepSeek V4 Flash · comparative prompt · first choice
“Vanta is the most recognized brand in the category... Choose Vanta if your primary goal is to satisfy enterprise prospects” Gemini 3.5 Flash · comparative prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.