# Compliance automation: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "compliance automation platform" and as "SOC 2 and ISO 27001 automation tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/it/security/compliance-automation/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/security/compliance-automation/index.md

**Standing:** Drata leads with 34% of first choices; verdict contested. 59 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) | 34% | 16% | 63 |
| 2 | [Vanta](https://www.gane.ai/index/it/vendors/vanta/index.md) | 29% | 22% | 67 |
| 3 | [Sprinto](https://www.gane.ai/index/it/vendors/sprinto/index.md) | 15% | 7% | 44 |
| 4 | [Secureframe](https://www.gane.ai/index/it/vendors/secureframe/index.md) | 7% | 8% | 53 |
| 7 | [Scrut Automation](https://www.gane.ai/index/it/vendors/scrut-automation/index.md) | 2% | 9% | 11 |
| 8 | [Scytale](https://www.gane.ai/index/it/vendors/scytale/index.md) | 2% | 18% | 11 |
| 12 | [Hyperproof](https://www.gane.ai/index/it/vendors/hyperproof/index.md) | 0% | 11% | 28 |
| 13 | [Thoropass](https://www.gane.ai/index/it/vendors/thoropass/index.md) | 0% | 9% | 11 |
| 58 | [OneTrust Tech Risk & Compliance](https://www.gane.ai/index/it/vendors/onetrust-tech-risk-compliance/index.md) | 0% | 40% | 15 |

Rank is by share of first choices among all 66 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; alternatives Hyperproof, Secureframe, Thoropass
- GPT-5.4 mini: Vanta; alternatives AuditBoard, Drata, Secureframe
- Gemini 3.5 Flash: Drata, Vanta; alternatives Secureframe, Sprinto, Thoropass
- Perplexity Sonar: Drata, Vanta; alternatives Hyperproof, LogicGate Risk Cloud
- Grok 4.20: Drata; alternatives Secureframe, Vanta
- Mistral Small: Vanta; alternatives Drata, LogicGate Risk Cloud, Secureframe, Sprinto
- DeepSeek V4 Flash: Drata; alternatives HiComply, Hyperproof, ISMS.online, Orbiq
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Vanta; alternatives Drata, Secureframe, Sprinto
- Kimi K2: Drata; alternatives Secureframe, Vanta
- GLM 4.7 FlashX: Drata, Secureframe; alternatives Hyperproof, Orbiq, Vanta
- MiniMax M2.5: Drata, Vanta; alternatives Secureframe, Sprinto
- GPT-6 Luna: Drata; alternatives Hyperproof, Vanta
- Muse Glimmer 30B: Vanta; alternatives Drata, Hyperproof, Secureframe, Sprinto

## Sources the answers cite

78 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- vanta.com: 45 answers, 101 citations
- orbiqhq.com: 31 answers, 51 citations
- complyjet.com: 28 answers, 47 citations
- sprinto.com: 25 answers, 35 citations
- optro.ai: 24 answers, 29 citations
- expertinsights.com: 23 answers, 36 citations
- cynomi.com: 20 answers, 22 citations
- netwrix.com: 20 answers, 22 citations

Pages named in the most answers:

- https://orbiqhq.com/compliance-automation/compliance-automation-software (24 answers)
- https://optro.ai/blog/compliance-automation-tools (23 answers)
- https://cynomi.com/learn/compliance-automation-tools (17 answers)
- https://netwrix.com/en/resources/blog/compliance-automation-platforms (16 answers)
- https://expertinsights.com/compliance/the-top-compliance-automation-tools (15 answers)
- https://layer3labs.io/guides/ai-compliance-software (15 answers)
- https://vanta.com/resources/best-compliance-management-software (15 answers)
- https://apptega.com/blog/compliance-automation-software (12 answers)
- https://complyjet.com/blog/best-iso-27001-compliance-software (12 answers)
- https://expertinsights.com/compliance/the-top-compliance-software (12 answers)

## Warned against

- Vanta: 15 of 67 labels negative. "What to Avoid If Budget Is Tight ... Vanta (~$10K–$35K+/yr)" (Kimi K2, budget prompt)
- Drata: 10 of 63 labels negative. "What to Avoid If Budget Is Tight ... Drata (~$7.5K–$15K+/yr)" (Kimi K2, budget prompt)
- OneTrust Tech Risk & Compliance: 6 of 15 labels negative. "Why avoid (unless you are a massive enterprise): Startups and mid-market companies often find these platforms require weeks of manual configuration" (Gemini 3.5 Flash, negative prompt)
- Secureframe: 4 of 53 labels negative. "and Secureframe are powerful but generally priced for venture-backed startups" (Kimi K2, budget prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Drata at 35%.

- Sprinto: 8% to 15%, +7. Inside the floor by 4 points · rank 3 of 64, unchanged.
- Vanta: 23% to 29%, +6. Inside the floor by 5 points · rank 2 of 64, unchanged.
- Secureframe: 4% to 8%, +4. Inside the floor by 7 points · rank 6 → 4 of 64.
- Drata: 37% to 35%, −2. Inside the floor by 9 points · rank 1 of 64, unchanged.
- Scrut Automation: 4% to 2%, −2. Inside the floor by 9 points · rank 7 → 6 of 64.
- Scytale: 0% to 2%, +2. Inside the floor by 9 points · rank 15 → 7 of 64.
- Hyperproof: 0% to 0%, ±0. Inside the floor by 11 points · rank 14 → 11 of 64.
- Thoropass: 0% to 0%, ±0. Inside the floor by 11 points · rank 17 → 12 of 64.
- AuditBoard: 0% to 0%, ±0. Inside the floor by 11 points · rank 18 → 16 of 64.
- OneTrust Tech Risk & Compliance: 0% to 0%, ±0. Inside the floor by 11 points · rank 38 → 62 of 64.

## Record

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