# Compliance automation: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "compliance automation platform" and as "SOC 2 and ISO 27001 automation tool", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/it/security/compliance-automation/2026-09

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/security/compliance-automation/index.md

**Standing:** Drata leads with 37% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Drata](https://www.gane.ai/index/it/vendors/drata/index.md) | 37% | 25% | 59 |
| 2 | [Vanta](https://www.gane.ai/index/it/vendors/vanta/index.md) | 23% | 25% | 59 |
| 3 | [Sprinto](https://www.gane.ai/index/it/vendors/sprinto/index.md) | 8% | 11% | 38 |
| 6 | [Secureframe](https://www.gane.ai/index/it/vendors/secureframe/index.md) | 4% | 17% | 53 |
| 7 | [Scrut Automation](https://www.gane.ai/index/it/vendors/scrut-automation/index.md) | 4% | 13% | 15 |
| 14 | [Hyperproof](https://www.gane.ai/index/it/vendors/hyperproof/index.md) | 0% | 14% | 22 |
| 15 | [Scytale](https://www.gane.ai/index/it/vendors/scytale/index.md) | 0% | 8% | 13 |
| 17 | [Thoropass](https://www.gane.ai/index/it/vendors/thoropass/index.md) | 0% | 8% | 13 |
| 18 | [AuditBoard](https://www.gane.ai/index/it/vendors/auditboard/index.md) | 0% | 18% | 11 |
| 38 | [OneTrust Tech Risk & Compliance](https://www.gane.ai/index/it/vendors/onetrust-tech-risk-compliance/index.md) | 0% | 40% | 10 |

Rank is by share of first choices among all 53 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Drata, Vanta; alternatives Hyperproof, Secureframe, Sprinto, Thoropass
- GPT-5.4 mini: Vanta; alternatives Drata, Secureframe
- Gemini 3.5 Flash: Drata; alternatives Hyperproof, Secureframe, Vanta
- Perplexity Sonar: Vanta; alternatives Drata, Hyperproof, Secureframe, SureCloud
- Grok 4.20: Drata, Vanta; alternatives Scrut Automation, Secureframe, Sprinto
- Mistral Small: Drata; alternatives Secureframe, Vanta
- DeepSeek V4 Flash: Drata; alternatives Secureframe, Vanta
- Llama 4 Maverick: Vanta; alternatives Drata, Secureframe
- Qwen 3.7 Flash: Drata, Vanta; alternatives LogicGate, Orbiq, Secureframe, SureCloud
- Kimi K2: Drata; alternatives Secureframe, Sprinto, Vanta
- GLM 4.7 FlashX: Drata, Vanta; alternatives Hyperproof, Orbiq, Secureframe
- MiniMax M2.5: Drata; alternatives Orbiq, Vanta

## Sources the answers cite

66 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- vanta.com: 32 answers, 46 citations
- orbiqhq.com: 32 answers, 41 citations
- optro.ai: 27 answers, 27 citations
- netwrix.com: 25 answers, 26 citations
- expertinsights.com: 23 answers, 30 citations
- sprinto.com: 21 answers, 33 citations
- complyjet.com: 19 answers, 31 citations
- auditxyz.com: 18 answers, 24 citations

Pages named in the most answers:

- https://optro.ai/blog/compliance-automation-tools (26 answers)
- https://orbiqhq.com/compliance-automation/compliance-automation-software (25 answers)
- https://expertinsights.com/compliance/the-top-compliance-automation-tools (22 answers)
- https://netwrix.com/en/resources/blog/compliance-automation-platforms (22 answers)
- https://auditxyz.com/compare/best-compliance-automation-platforms (18 answers)
- https://consilien.com/news/best-compliance-automation-platforms-2026 (18 answers)
- https://cynomi.com/learn/compliance-automation-tools (17 answers)
- https://ciphrix.com/blog/compliance-software/affordable-compliance-automation-tools (10 answers)
- https://sprinto.com/blog/secureframe-vs-vanta-vs-drata (10 answers)
- https://iotbusinessnews.com/2024/05/14/65046-8-best-automated-compliance-platforms (9 answers)

## Warned against

- Drata: 15 of 59 labels negative. "Avoid: Enterprise tools like Vanta/Drata (higher cost, sales-led pricing)." (Grok 4.20, budget prompt)
- Vanta: 15 of 59 labels negative. "Avoid: Enterprise tools like Vanta/Drata (higher cost, sales-led pricing)." (Grok 4.20, budget prompt)
- Secureframe: 9 of 53 labels negative. "frequently cited as platforms to be cautious about rather than outright avoid, specifically regarding long-term cost and vendor lock-in" (Qwen 3.7 Flash, negative prompt)
- OneTrust Tech Risk & Compliance: 4 of 10 labels negative. "Verdict: Avoid unless you truly have thousands of employees and a dedicated GRC team." (DeepSeek V4 Flash, negative prompt)

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, September 2026 Edition, www.gane.ai/index/it.