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

**Standing:** ServiceNow Integrated Risk Management leads with 25% 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 | [ServiceNow Integrated Risk Management](https://www.gane.ai/index/it/vendors/servicenow-integrated-risk-management/index.md) | 25% | 28% | 69 |
| 2 | [MetricStream](https://www.gane.ai/index/it/vendors/metricstream/index.md) | 15% | 25% | 67 |
| 3 | [Centraleyes](https://www.gane.ai/index/it/vendors/centraleyes/index.md) | 10% | 0% | 11 |
| 4 | [IBM OpenPages](https://www.gane.ai/index/it/vendors/ibm-openpages/index.md) | 8% | 19% | 31 |
| 5 | [Archer](https://www.gane.ai/index/it/vendors/archer/index.md) | 7% | 39% | 56 |
| 7 | [Vanta](https://www.gane.ai/index/it/vendors/vanta/index.md) | 5% | 33% | 24 |
| 8 | [Drata](https://www.gane.ai/index/it/vendors/drata/index.md) | 5% | 35% | 23 |
| 9 | [LogicGate Risk Cloud](https://www.gane.ai/index/it/vendors/logicgate-risk-cloud/index.md) | 3% | 0% | 15 |
| 10 | [LogicGate](https://www.gane.ai/index/it/vendors/logicgate/index.md) | 3% | 11% | 19 |
| 11 | [Optro](https://www.gane.ai/index/it/vendors/optro/index.md) | 2% | 0% | 25 |
| 12 | [AuditBoard](https://www.gane.ai/index/it/vendors/auditboard/index.md) | 2% | 9% | 23 |
| 13 | [Diligent One](https://www.gane.ai/index/it/vendors/diligent-one/index.md) | 2% | 0% | 14 |

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: MetricStream; alternatives AuditBoard, Centraleyes, LogicGate, Vanta
- GPT-5.4 mini: ServiceNow Integrated Risk Management; alternatives Diligent One, IBM OpenPages, MetricStream
- Gemini 3.5 Flash: Drata, Vanta; alternatives Hyperproof, OneTrust GRC, Optro, ServiceNow Integrated Risk Management
- Perplexity Sonar: ServiceNow Integrated Risk Management; alternatives AuditBoard, Drata, Hyperproof, LogicGate Risk Cloud
- Grok 4.20: Archer, ServiceNow Integrated Risk Management; alternatives MetricStream, OneTrust GRC
- Mistral Small: IBM OpenPages, MetricStream, ServiceNow Integrated Risk Management; alternatives Centraleyes, OneTrust GRC, Optro
- DeepSeek V4 Flash: MetricStream; alternatives Archer, Diligent One, Optro, ServiceNow Integrated Risk Management
- Llama 4 Maverick: Centraleyes, MetricStream; alternatives ServiceNow Integrated Risk Management
- Qwen 3.7 Flash: Drata, Vanta; alternatives Archer, AuditBoard, MetricStream, OneTrust GRC
- Kimi K2: LogicGate Risk Cloud; alternatives Archer, MetricStream, OneTrust GRC, Optro
- GLM 4.7 FlashX: IBM OpenPages; alternatives LogicGate, MetricStream, Optro, ServiceNow Integrated Risk Management
- MiniMax M2.5: Diligent One, IBM OpenPages with watsonx.governance; alternatives Archer, AuditBoard, ServiceNow Integrated Risk Management, Vanta
- GPT-6 Luna: Optro; alternatives Drata, ServiceNow Integrated Risk Management, Vanta
- Muse Glimmer 30B: ServiceNow Integrated Risk Management; alternatives Archer, Archer Evolv, LogicGate Risk Cloud, OneTrust GRC

## Sources the answers cite

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

- riskwatch.com: 26 answers, 29 citations
- softwareadvice.com: 25 answers, 26 citations
- metricstream.com: 22 answers, 30 citations
- surecloud.com: 21 answers, 30 citations
- process.st: 17 answers, 18 citations
- vanta.com: 16 answers, 18 citations
- g2.com: 15 answers, 22 citations
- selecthub.com: 15 answers, 19 citations

Pages named in the most answers:

- https://softwareadvice.com/risk-management/grc-comparison (24 answers)
- https://riskwatch.com/grc-software (20 answers)
- https://process.st/enterprise-grc-platforms (16 answers)
- https://securitycomplianceguide.com/blog/grc-software-guide (15 answers)
- https://metricstream.com/blog/top-governance-risk-compliance-grc-tools.html (14 answers)
- https://ciopages.com/buyer-guides/grc-platform (11 answers)
- https://underdefense.com/blog/grc-platform-pricing (11 answers)
- https://oneleet.com/blog/best-grc-software (10 answers)
- https://orbiqhq.com/compliance-automation/grc-software-buyers-guide (10 answers)
- https://selecthub.com/c/grc-software-tools (10 answers)

## Warned against

- Archer: 22 of 56 labels negative. "Long, complex, costly implementations with configuration changes often requiring technical support and restricted data sharing and reporting" (Claude Haiku 4.5, negative prompt)
- MetricStream: 17 of 67 labels negative. "MetricStream — Can exceed $750K–$1M+ annually for large enterprises; opaque pricing." (DeepSeek V4 Flash, budget prompt)
- ServiceNow Integrated Risk Management: 19 of 69 labels negative. "Organizations report turning off ServiceNow for GRC entirely and returning to manual processes while seeking alternatives." (MiniMax M2.5, negative prompt)
- Drata: 8 of 23 labels negative. ""Compliance Automation" Tools (e.g., Vanta, Drata, Scytale) ... large enterprises often find them insufficient as a primary governance solution" (Qwen 3.7 Flash, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
New leader: MetricStream (24%) to ServiceNow Integrated Risk Management (25%). Margin 10 points, within noise.

- ServiceNow Integrated Risk Management: 12% to 25%, +13. Cleared the floor by 2 points · rank 2 → 1 of 66.
- Centraleyes: 0% to 10%, +10. Inside the floor by 1 point · rank 30 → 3 of 66.
- MetricStream: 24% to 15%, −9. Inside the floor by 2 points · rank 1 → 2 of 66.
- IBM OpenPages: 2% to 8%, +6. Inside the floor by 5 points · rank 9 → 4 of 66.
- OneTrust GRC: 6% to 0%, −6. Inside the floor by 5 points · rank 4 → 18 of 66.
- Archer: 2% to 7%, +5. Inside the floor by 6 points · rank 14 → 5 of 66.
- Riskonnect: 4% to 0%, −4. Inside the floor by 7 points · rank 7 → 19 of 66.
- Vanta: 8% to 5%, −3. Inside the floor by 8 points · rank 3 → 7 of 66.
- LogicGate Risk Cloud: 0% to 3%, +3. Inside the floor by 8 points · rank 26 → 9 of 66.
- Diligent One: 0% to 2%, +2. Inside the floor by 9 points · rank 25 → 13 of 66.
- Drata: 6% to 5%, −1. Inside the floor by 10 points · rank 5 → 8 of 66.
- LogicGate: 2% to 3%, +1. Inside the floor by 10 points · rank 11 → 10 of 66.

## 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.