# GRC platforms: 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 mid-market B2B company. Page: https://www.gane.ai/index/it/security/grc-platforms/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This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/grc-platforms/index.md

**Standing:** Hyperproof leads with 19% 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 | [Hyperproof](https://www.gane.ai/index/it/vendors/hyperproof/index.md) | 19% | 3% | 30 |
| 2 | [Vanta](https://www.gane.ai/index/it/vendors/vanta/index.md) | 15% | 20% | 51 |
| 3 | [ZenGRC](https://www.gane.ai/index/it/vendors/zengrc/index.md) | 14% | 10% | 29 |
| 4 | [Drata](https://www.gane.ai/index/it/vendors/drata/index.md) | 12% | 14% | 50 |
| 6 | [Secureframe](https://www.gane.ai/index/it/vendors/secureframe/index.md) | 5% | 18% | 17 |
| 8 | [LogicGate](https://www.gane.ai/index/it/vendors/logicgate/index.md) | 3% | 5% | 22 |
| 9 | [LogicGate Risk Cloud](https://www.gane.ai/index/it/vendors/logicgate-risk-cloud/index.md) | 3% | 6% | 16 |
| 10 | [Sprinto](https://www.gane.ai/index/it/vendors/sprinto/index.md) | 3% | 8% | 12 |
| 11 | [AuditBoard](https://www.gane.ai/index/it/vendors/auditboard/index.md) | 2% | 14% | 28 |
| 51 | [IBM OpenPages](https://www.gane.ai/index/it/vendors/ibm-openpages/index.md) | 0% | 40% | 10 |
| 72 | [OneTrust GRC](https://www.gane.ai/index/it/vendors/onetrust-grc/index.md) | 0% | 50% | 18 |
| 73 | [MetricStream](https://www.gane.ai/index/it/vendors/metricstream/index.md) | 0% | 52% | 31 |

Rank is by share of first choices among all 75 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, VComply, Vanta
- GPT-5.4 mini: LogicGate; alternatives AuditBoard, Hyperproof, Optro
- Gemini 3.5 Flash: Drata, Vanta; alternatives AuditBoard, Compyl, Hyperproof, LogicGate
- Perplexity Sonar: Hyperproof; alternatives LogicGate, ZenGRC
- Grok 4.20: LogicGate, ZenGRC; alternatives AuditBoard, Drata, Hyperproof
- Mistral Small: AuditBoard, ZenGRC; alternatives RiskWatch, StandardFusion, Vanta
- DeepSeek V4 Flash: Hyperproof; alternatives Drata, LogicGate Risk Cloud, Vanta, ZenGRC
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: ZenGRC; alternatives AuditBoard, Centraleyes, Drata, Vanta
- Kimi K2: Hyperproof, ZenGRC; alternatives Drata, Onspring, Vanta
- GLM 4.7 FlashX: Vanta, ZenGRC; alternatives Drata, Hyperproof, LogicGate Risk Cloud
- MiniMax M2.5: Hyperproof; alternatives AuditBoard, LogicGate Risk Cloud
- GPT-6 Luna: Hyperproof; alternatives Drata, Vanta
- Muse Glimmer 30B: LogicGate Risk Cloud; alternatives Hyperproof, Vanta, ZenGRC

## Sources the answers cite

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

- riskwatch.com: 37 answers, 44 citations
- zengrc.com: 32 answers, 53 citations
- vanta.com: 31 answers, 44 citations
- orbiqhq.com: 28 answers, 36 citations
- metricstream.com: 28 answers, 31 citations
- complyjet.com: 27 answers, 27 citations
- surecloud.com: 24 answers, 31 citations
- expertinsights.com: 24 answers, 25 citations

Pages named in the most answers:

- https://riskwatch.com/grc-software (33 answers)
- https://zengrc.com/compare/best-grc-software (26 answers)
- https://complyjet.com/blog/best-grc-software (25 answers)
- https://expertinsights.com/compliance/the-top-governance-risk-compliance-grc-platforms (24 answers)
- https://metricstream.com/blog/top-governance-risk-compliance-grc-tools.html (22 answers)
- https://orbiqhq.com/compliance-automation/best-grc-software (22 answers)
- https://thedigitalprojectmanager.com/tools/grc-tools (20 answers)
- https://enzuzo.com/blog/best-grc-software (16 answers)
- https://apono.io/blog/top-10-governance-risk-and-compliance-grc-software-solutions (16 answers)
- https://vanta.com/resources/best-grc-software (15 answers)

## Warned against

- ServiceNow Integrated Risk Management: 24 of 42 labels negative. "Group B: Traditional/Enterprise GRC (Avoid for now) *Examples:* ServiceNow, OneTrust, RSA Archer." (Qwen 3.7 Flash, scale prompt)
- Archer: 21 of 27 labels negative. "The platforms to be *most* cautious about are Archer and MetricStream (heavy, expensive, legacy UX)" (DeepSeek V4 Flash, negative prompt)
- MetricStream: 16 of 31 labels negative. "Verdict: Best avoided unless you're a massive enterprise with a dedicated GRC operations team" (DeepSeek V4 Flash, negative prompt)
- OneTrust GRC: 9 of 18 labels negative. "Reddit practitioners frequently say *"100% do not recommend"*" (DeepSeek V4 Flash, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Vanta at 17%.

- LogicGate Risk Cloud: 11% to 2%, −9. Inside the floor by 2 points · rank 3 → 11 of 68.
- ZenGRC: 7% to 15%, +8. Inside the floor by 3 points · rank 6 → 3 of 68.
- Drata: 5% to 13%, +8. Inside the floor by 3 points · rank 8 → 4 of 68.
- LogicGate: 11% to 4%, −7. Inside the floor by 4 points · rank 4 → 7 of 68.
- Vanta: 14% to 17%, +3. Inside the floor by 8 points · rank 1 of 68, unchanged.
- Hyperproof: 12% to 15%, +3. Inside the floor by 8 points · rank 2 of 68, unchanged.
- Secureframe: 2% to 4%, +2. Inside the floor by 9 points · rank 12 → 9 of 68.
- Sprinto: 5% to 4%, −1. Inside the floor by 10 points · rank 9 → 8 of 68.
- AuditBoard: 2% to 2%, ±0. Inside the floor by 11 points · rank 11 → 10 of 68.
- OneTrust GRC: 0% to 0%, ±0. Inside the floor by 11 points · rank 28 → 65 of 68.
- MetricStream: 0% to 0%, ±0. Inside the floor by 11 points · rank 72 → 66 of 68.
- ServiceNow Integrated Risk Management: 0% to 0%, ±0. Inside the floor by 11 points · rank 73 → 67 of 68.

## 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.