# GRC platforms for small business buyers: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "GRC platform" and as "governance, risk and compliance tool", six framings each, to fourteen models with search on, on behalf of a small B2B company. Page: https://www.gane.ai/index/it/security/grc-platforms/2026-10/smb

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/grc-platforms/smb/index.md

**Standing:** Vanta leads with 30% of first choices; verdict contested. 61 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Vanta](https://www.gane.ai/index/it/vendors/vanta/index.md) | 30% | 18% | 55 |
| 2 | [Sprinto](https://www.gane.ai/index/it/vendors/sprinto/index.md) | 18% | 0% | 44 |
| 3 | [Drata](https://www.gane.ai/index/it/vendors/drata/index.md) | 16% | 7% | 60 |
| 4 | [SimpleRisk](https://www.gane.ai/index/it/vendors/simplerisk/index.md) | 8% | 8% | 13 |
| 5 | [Secureframe](https://www.gane.ai/index/it/vendors/secureframe/index.md) | 7% | 6% | 33 |
| 6 | [Scrut Automation](https://www.gane.ai/index/it/vendors/scrut-automation/index.md) | 3% | 9% | 11 |
| 16 | [Hyperproof](https://www.gane.ai/index/it/vendors/hyperproof/index.md) | 0% | 6% | 17 |
| 19 | [LogicGate](https://www.gane.ai/index/it/vendors/logicgate/index.md) | 0% | 27% | 15 |
| 57 | [OneTrust GRC](https://www.gane.ai/index/it/vendors/onetrust-grc/index.md) | 0% | 69% | 13 |
| 58 | [MetricStream](https://www.gane.ai/index/it/vendors/metricstream/index.md) | 0% | 91% | 23 |
| 59 | [Archer](https://www.gane.ai/index/it/vendors/archer/index.md) | 0% | 91% | 23 |
| 60 | [ServiceNow Integrated Risk Management](https://www.gane.ai/index/it/vendors/servicenow-integrated-risk-management/index.md) | 0% | 89% | 28 |

Rank is by share of first choices among all 60 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 Osano, Sprinto
- GPT-5.4 mini: Vanta; alternatives Drata, Secureframe
- Gemini 3.5 Flash: Vanta; alternatives Drata, Sprinto, Thoropass, TrustCloud
- Perplexity Sonar: Scrut Automation; alternatives Drata, Sprinto
- Grok 4.20: Sprinto; alternatives 6clicks, Drata, Scrut Automation, Vanta
- Mistral Small: Drata, Orbiq; alternatives Sprinto
- DeepSeek V4 Flash: Sprinto; alternatives Drata, Scrut Automation, Secureframe, Vanta
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Drata, Vanta; alternatives Keel, SimpleRisk
- Kimi K2: Vanta; alternatives Drata, Hyperproof, ZenGRC
- GLM 4.7 FlashX: Vanta; alternatives Drata, Ethicontrol, ZenGRC
- MiniMax M2.5: Drata, Vanta; alternatives Orbiq, Sprinto
- GPT-6 Luna: Secureframe; alternatives Drata, Sprinto, Vanta
- Muse Glimmer 30B: Vanta; alternatives 6clicks, Drata, Secureframe, Sprinto

## Sources the answers cite

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

- vanta.com: 40 answers, 62 citations
- orbiqhq.com: 40 answers, 50 citations
- complyjet.com: 35 answers, 37 citations
- riskwatch.com: 29 answers, 32 citations
- zengrc.com: 22 answers, 29 citations
- sprinto.com: 20 answers, 36 citations
- hackernoon.com: 20 answers, 20 citations
- incorp.com: 20 answers, 20 citations

Pages named in the most answers:

- https://orbiqhq.com/compliance-automation/best-grc-software (37 answers)
- https://complyjet.com/blog/best-grc-software (33 answers)
- https://riskwatch.com/grc-software (26 answers)
- https://zengrc.com/compare/best-grc-software (22 answers)
- https://hackernoon.com/12-best-governance-risk-and-compliance-grc-tools-and-software-for-2026-compared (20 answers)
- https://incorp.com/resources/knowledge-base/best-compliance-tools (20 answers)
- https://resolver.com/blog/top-governance-risk-and-compliance-platforms (18 answers)
- https://vanta.com/resources/best-grc-software (14 answers)
- https://vanta.com/resources/best-grc-software-solutions-for-enterprises (14 answers)
- https://springfuse.com/best-grc-software (13 answers)

## Warned against

- ServiceNow Integrated Risk Management: 25 of 28 labels negative. "platforms like ServiceNow, MetricStream, or Archer are out of the question—they are overly complex and easily scale into six-figure annual contracts.”" (Muse Glimmer 30B, negative prompt)
- MetricStream: 21 of 23 labels negative. "are out of the question—they are overly complex and can easily cost tens of thousands of dollars annually" (Gemini 3.5 Flash, budget prompt)
- Archer: 21 of 23 labels negative. "Platforms like RSA Archer and MetricStream are powerful but come with high costs and steep learning curves, making them unsuitable for small teams" (Muse Glimmer 30B, negative prompt)
- OneTrust GRC: 9 of 13 labels negative. "Small businesses should avoid or be cautious about OneTrust GRC, ServiceNow IRM, MetricStream, AuditBoard, and IBM OpenPages due to high costs, complexity" (Mistral Small, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Vanta at 29%.

- Drata: 9% to 19%, +10. Inside the floor by 1 point · rank 4 → 2 of 58.
- Vanta: 22% to 29%, +7. Inside the floor by 4 points · rank 1 of 58, unchanged.
- SimpleRisk: 15% to 8%, −7. Inside the floor by 4 points · rank 3 → 4 of 58.
- RealCISO: 7% to 0%, −7. Inside the floor by 4 points · rank 5 → 24 of 58.
- Sprinto: 22% to 17%, −5. Inside the floor by 6 points · rank 2 → 3 of 58.
- Secureframe: 4% to 6%, +2. Inside the floor by 9 points · rank 6 → 5 of 58.
- Scrut Automation: 2% to 4%, +2. Inside the floor by 9 points · rank 9 → 6 of 58.
- Hyperproof: 0% to 0%, ±0. Inside the floor by 11 points · rank 17 → 16 of 58.
- LogicGate: 0% to 0%, ±0. Inside the floor by 11 points · rank 61 → 21 of 58.
- OneTrust GRC: 0% to 0%, ±0. Inside the floor by 11 points · rank 67 → 55 of 58.
- Archer: 0% to 0%, ±0. Inside the floor by 11 points · rank 68 → 56 of 58.
- MetricStream: 0% to 0%, ±0. Inside the floor by 11 points · rank 69 → 57 of 58.

## 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.