# GRC platforms for enterprise 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 an enterprise B2B company. Page: https://www.gane.ai/index/it/security/grc-platforms/2026-10/enterprise

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since.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/enterprise/index.md

**Standing:** MetricStream leads with 24% of first choices; verdict contested. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [MetricStream](https://www.gane.ai/index/it/vendors/metricstream/index.md) | 24% | 27% | 60 |
| 2 | [ServiceNow Integrated Risk Management](https://www.gane.ai/index/it/vendors/servicenow-integrated-risk-management/index.md) | 12% | 28% | 64 |
| 3 | [Vanta](https://www.gane.ai/index/it/vendors/vanta/index.md) | 8% | 23% | 26 |
| 4 | [OneTrust GRC](https://www.gane.ai/index/it/vendors/onetrust-grc/index.md) | 6% | 20% | 35 |
| 5 | [Drata](https://www.gane.ai/index/it/vendors/drata/index.md) | 6% | 22% | 27 |
| 8 | [AuditBoard](https://www.gane.ai/index/it/vendors/auditboard/index.md) | 2% | 4% | 23 |
| 9 | [IBM OpenPages](https://www.gane.ai/index/it/vendors/ibm-openpages/index.md) | 2% | 20% | 30 |
| 10 | [Optro](https://www.gane.ai/index/it/vendors/optro/index.md) | 2% | 0% | 12 |
| 11 | [LogicGate](https://www.gane.ai/index/it/vendors/logicgate/index.md) | 2% | 19% | 16 |
| 12 | [Hyperproof](https://www.gane.ai/index/it/vendors/hyperproof/index.md) | 2% | 10% | 10 |
| 14 | [Archer](https://www.gane.ai/index/it/vendors/archer/index.md) | 2% | 43% | 51 |
| 25 | [Diligent One](https://www.gane.ai/index/it/vendors/diligent-one/index.md) | 0% | 0% | 11 |

Rank is by share of first choices among all 67 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: Riskonnect; alternatives Centraleyes, Drata, IBM OpenPages, MetricStream
- GPT-5.4 mini: MetricStream, ServiceNow Integrated Risk Management; alternatives AuditBoard, LogicGate
- Gemini 3.5 Flash: Optro; alternatives Drata, MetricStream, ServiceNow Integrated Risk Management, Vanta
- Perplexity Sonar: Riskonnect; alternatives Drata, MetricStream, Secureframe, ServiceNow Integrated Risk Management
- Grok 4.20: MetricStream; alternatives Archer, IBM OpenPages, LogicGate Risk Cloud, OneTrust GRC
- Mistral Small: MetricStream Connected GRC, OneTrust GRC; alternatives Drata, ServiceNow Integrated Risk Management
- DeepSeek V4 Flash: AuditBoard, OneTrust GRC; alternatives Diligent One, Drata, IBM OpenPages, MetricStream
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: MetricStream; alternatives Drata, OneTrust GRC, ServiceNow Integrated Risk Management, Vanta
- Kimi K2: IBM OpenPages; alternatives OneTrust GRC, ServiceNow Integrated Risk Management
- GLM 4.7 FlashX: MetricStream, OneTrust GRC; alternatives AuditBoard, Mitratech Alyne, ServiceNow Integrated Risk Management
- MiniMax M2.5: no first choice
- GPT-6 Luna: Vanta; alternatives MetricStream, ServiceNow Integrated Risk Management
- Muse Glimmer 30B: ServiceNow Integrated Risk Management - IRM, formerly ServiceNow GRC; alternatives Archer, Diligent One, IBM OpenPages, LogicGate

## Sources the answers cite

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

- metricstream.com: 44 answers, 49 citations
- vanta.com: 33 answers, 46 citations
- orbiqhq.com: 33 answers, 40 citations
- zengrc.com: 28 answers, 43 citations
- enzuzo.com: 26 answers, 26 citations
- riskwatch.com: 25 answers, 30 citations
- surecloud.com: 22 answers, 34 citations
- cybersierra.co: 19 answers, 32 citations

Pages named in the most answers:

- https://metricstream.com/blog/top-governance-risk-compliance-grc-tools.html (36 answers)
- https://orbiqhq.com/compliance-automation/best-grc-software (27 answers)
- https://enzuzo.com/blog/best-grc-software (26 answers)
- https://vanta.com/resources/best-grc-software-solutions-for-enterprises (26 answers)
- https://riskwatch.com/grc-software (21 answers)
- https://zengrc.com/compare/best-grc-software (20 answers)
- https://expertinsights.com/compliance/the-top-governance-risk-compliance-grc-platforms (19 answers)
- https://cio.economictimes.indiatimes.com/tools/10-best-grc-tools-for-enterprises-in-2026/130485004 (16 answers)
- https://complyjet.com/blog/best-grc-software (16 answers)
- https://apono.io/blog/top-10-governance-risk-and-compliance-grc-software-solutions (15 answers)

## Warned against

- Archer: 22 of 51 labels negative. "Who should avoid: Any enterprise without a dedicated in-house Archer administration team and significant integration budget." (DeepSeek V4 Flash, negative prompt)
- MetricStream: 16 of 60 labels negative. "Platforms to Avoid for Predictable Costs ... MetricStream | Per-user/module pricing | Unpredictable as user count grows" (Kimi K2, budget prompt)
- ServiceNow Integrated Risk Management: 18 of 64 labels negative. "Avoid per-user pricing models (ServiceNow, SAP) when scaling to thousands of users" (Kimi K2, budget prompt)
- Drata: 6 of 27 labels negative. "such as Vanta, Drata, Secureframe, Sprinto, and Thoropass, which are described as better for smaller or mid-market teams" (Perplexity Sonar, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: ServiceNow Integrated Risk Management (36%) to MetricStream (25%). Margin 14 points, beyond the floor.

- ServiceNow Integrated Risk Management: 36% to 11%, −25. Cleared the floor by 14 points · rank 1 → 2 of 65.
- Riskonnect: 0% to 5%, +5. Inside the floor by 6 points · rank 14 → 7 of 65.
- MetricStream: 21% to 25%, +4. Inside the floor by 7 points · rank 2 → 1 of 65.
- OneTrust GRC: 4% to 7%, +3. Inside the floor by 8 points · rank 5 → 3 of 65.
- Drata: 9% to 7%, −2. Inside the floor by 9 points · rank 3 → 4 of 65.
- Vanta: 9% to 7%, −2. Inside the floor by 9 points · rank 4 → 5 of 65.
- AuditBoard: 4% to 2%, −2. Inside the floor by 9 points · rank 6 → 8 of 65.
- IBM OpenPages: 0% to 2%, +2. Inside the floor by 9 points · rank 16 → 9 of 65.
- LogicGate: 0% to 2%, +2. Inside the floor by 9 points · rank 13 → 10 of 65.
- Optro: 4% to 2%, −2. Inside the floor by 9 points · rank 7 → 11 of 65.
- Archer: 0% to 2%, +2. Inside the floor by 9 points · rank 19 → 21 of 65.
- Sprinto: 2% to 0%, −2. Inside the floor by 9 points · rank 11 → 53 of 65.

## 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.