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

Gane Index, November 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/smb

**Standing:** Vanta leads with 30% of first choices; verdict contested. 69 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% | 11% | 62 |
| 2 | [Sprinto](https://www.gane.ai/index/it/vendors/sprinto/index.md) | 13% | 6% | 47 |
| 3 | [Drata](https://www.gane.ai/index/it/vendors/drata/index.md) | 13% | 16% | 57 |
| 4 | [Secureframe](https://www.gane.ai/index/it/vendors/secureframe/index.md) | 7% | 5% | 42 |
| 5 | [SimpleRisk](https://www.gane.ai/index/it/vendors/simplerisk/index.md) | 7% | 7% | 15 |
| 6 | [Scrut Automation](https://www.gane.ai/index/it/vendors/scrut-automation/index.md) | 4% | 0% | 28 |
| 7 | [Onspring](https://www.gane.ai/index/it/vendors/onspring/index.md) | 4% | 12% | 33 |
| 8 | [Ethicontrol](https://www.gane.ai/index/it/vendors/ethicontrol/index.md) | 4% | 0% | 15 |
| 9 | [AdaptiveGRC](https://www.gane.ai/index/it/vendors/adaptivegrc/index.md) | 4% | 0% | 13 |
| 11 | [Hyperproof](https://www.gane.ai/index/it/vendors/hyperproof/index.md) | 1% | 11% | 19 |
| 12 | [Eramba](https://www.gane.ai/index/it/vendors/eramba/index.md) | 1% | 15% | 13 |
| 67 | [LogicGate](https://www.gane.ai/index/it/vendors/logicgate/index.md) | 0% | 50% | 12 |

Rank is by share of first choices among all 80 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, Isora GRC
- GPT-5.4 mini: Vanta; alternatives Drata, Secureframe
- Gemini 3.5 Flash: Vanta; alternatives Drata, Secureframe, Sprinto
- Perplexity Sonar: Vanta; alternatives Drata, Sprinto
- Grok 4.20: Sprinto; alternatives Drata, Scrut Automation, Vanta
- Mistral Small: Drata, Secureframe, Vanta; alternatives Onspring
- DeepSeek V4 Flash: Vanta; alternatives ComplyJet, Drata, Scrut Automation, Sprinto
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Drata, Vanta; alternatives Scrut Automation, Secureframe, Sprinto
- Kimi K2: Scrut Automation, Sprinto; alternatives Drata, Onspring, Vanta
- GLM 4.7 FlashX: AdaptiveGRC, Ethicontrol, Onspring, Secureframe; alternatives Drata, Sprinto, Vanta
- MiniMax M2.5: Onspring, Scrut Automation; alternatives AdaptiveGRC, Ethicontrol
- GPT-6 Luna: Vanta; alternatives Drata, Secureframe
- Muse Glimmer 30B: Vanta; alternatives AdaptiveGRC, Drata, Eramba, Ethicontrol

## Sources the answers cite

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

- capterra.com: 44 answers, 78 citations
- softwareadvice.com: 35 answers, 44 citations
- spotsaas.com: 31 answers, 31 citations
- techvendorindex.com: 28 answers, 28 citations
- vanta.com: 27 answers, 34 citations
- oneleet.com: 24 answers, 24 citations
- sourceforge.net: 21 answers, 22 citations
- g2.com: 20 answers, 30 citations

Pages named in the most answers:

- https://capterra.com/grc-software/s/small-businesses (41 answers)
- https://spotsaas.com/list/grc-platforms/for-small-business (31 answers)
- https://techvendorindex.com/compare/best-grc-for-small-business (27 answers)
- https://oneleet.com/blog/best-grc-software (24 answers)
- https://softwareadvice.com/risk-management/grc-comparison/small-business (24 answers)
- https://sourceforge.net/software/grc/for-small-business (19 answers)
- https://sentrient.com.au/blog/best-grc-systems (16 answers)
- https://capterra.com/grc-software (14 answers)
- https://softwareadvice.com/risk-management/grc-comparison (13 answers)
- https://complyjet.com/blog/best-grc-software (11 answers)

## Warned against

- ServiceNow Integrated Risk Management: 32 of 35 labels negative. "The clearest example is ServiceNow Governance, Risk, and Compliance (GRC): recent user reviews repeatedly mention high implementation cost, a steep learning curve, and expensive licensing" (GPT-5.4 mini, negative prompt)
- MetricStream: 27 of 29 labels negative. "MetricStream is 91% negative in the SMB label set: "are out of the question—they are overly complex and can easily cost tens of thousands of dollars annually"" (Muse Glimmer 30B, negative prompt)
- Archer: 28 of 30 labels negative. "Why cautious/avoid: Often described as a "Cadillac" tool—powerful for customization but requires significant build-out, technical expertise, and maintenance." (Grok 4.20, negative prompt)
- OneTrust GRC: 16 of 19 labels negative. "Skip: ServiceNow GRC, MetricStream, Archer, OneTrust (enterprise/quote-only, far beyond your needs)" (DeepSeek V4 Flash, scale prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Vanta at 30%.

- Sprinto: 18% to 13%, −5. Inside the floor by 6 points · rank 2 of 80, unchanged.
- Onspring: 0% to 4%, +4. Inside the floor by 7 points · rank 36 → 7 of 80.
- Ethicontrol: 0% to 4%, +4. Inside the floor by 7 points · rank 33 → 8 of 80.
- AdaptiveGRC: 0% to 4%, +4. New · not ranked in October 2026 · rank 9 of 80.
- Drata: 16% to 13%, −3. Inside the floor by 8 points · rank 3 of 80, unchanged.
- SimpleRisk: 8% to 7%, −1. Inside the floor by 10 points · rank 4 → 5 of 80.
- Scrut Automation: 3% to 4%, +1. Inside the floor by 10 points · rank 6 of 80, unchanged.
- Hyperproof: 0% to 1%, +1. Inside the floor by 10 points · rank 16 → 11 of 80.
- Eramba: 2% to 1%, −1. Inside the floor by 10 points · rank 12 of 80, unchanged.
- Vanta: 30% to 30%, ±0. Inside the floor by 11 points · rank 1 of 80, unchanged.
- Secureframe: 7% to 7%, ±0. Inside the floor by 11 points · rank 5 → 4 of 80.
- LogicGate: 0% to 0%, ±0. Inside the floor by 11 points · rank 19 → 67 of 80.

## Record

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