# Drata: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 106 judge labels across 5 categories by 12 of 12 models. Page: https://it-ai-index.com/vendors/drata/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Compliance automation | 37% | 1 | 25% | 59 |
| GRC platforms | 5% | 8 | 12% | 40 |
| Third-party risk management | 0% | 24 | 20% | 5 |
| Attack surface management | 0% | 42 | 0% | 1 |
| Cloud security posture management | 0% | 47 | 100% | 1 |

## What the models said for it

- "Drata is Vanta’s closest competitor and has grown rapidly by prioritizing deep, granular control, customizability, and automated testing." (Gemini 3.5 Flash, Compliance automation)
- "*Yes:* Drata is the top choice. Your technical team will love the customization, API access, and control ownership features." (Gemini 3.5 Flash, Compliance automation)
- "For mid-sized companies specifically, Drata appears to offer the best balance of automation, ease of use, and scalability" (Claude Haiku 4.5, Compliance automation)
- "Drata often provides the best balance of automation depth, multi-framework management, and mid-market specialization" (MiniMax M2.5, Compliance automation)

## And against it

- "Avoid: Enterprise tools like Vanta/Drata (higher cost, sales-led pricing)." (Grok 4.1 Fast, Compliance automation)
- "Avoid Vanta or Drata if budget is the main constraint" (Perplexity Sonar, Compliance automation)
- "avoid enterprise tools like Vanta/Drata (often $10k+)" (Grok 4.1 Fast, GRC)
- "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, Compliance automation)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.