# GRC platforms for enterprise buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "GRC platform" and as "governance, risk and compliance tool", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/it/security/grc-platforms/2026-09/enterprise

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/security/grc-platforms/enterprise/index.md

**Standing:** ServiceNow Integrated Risk Management leads with 36% of first choices; verdict contested. 47 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) | 36% | 25% | 56 |
| 2 | [MetricStream](https://www.gane.ai/index/it/vendors/metricstream/index.md) | 21% | 24% | 51 |
| 3 | [Drata](https://www.gane.ai/index/it/vendors/drata/index.md) | 9% | 33% | 30 |
| 4 | [Vanta](https://www.gane.ai/index/it/vendors/vanta/index.md) | 9% | 34% | 29 |
| 5 | [OneTrust GRC](https://www.gane.ai/index/it/vendors/onetrust-grc/index.md) | 4% | 17% | 35 |
| 6 | [AuditBoard](https://www.gane.ai/index/it/vendors/auditboard/index.md) | 4% | 10% | 29 |
| 7 | [Optro](https://www.gane.ai/index/it/vendors/optro/index.md) | 4% | 0% | 11 |
| 9 | [Hyperproof](https://www.gane.ai/index/it/vendors/hyperproof/index.md) | 2% | 0% | 10 |
| 11 | [Sprinto](https://www.gane.ai/index/it/vendors/sprinto/index.md) | 2% | 25% | 12 |
| 13 | [LogicGate](https://www.gane.ai/index/it/vendors/logicgate/index.md) | 0% | 12% | 17 |
| 14 | [Riskonnect](https://www.gane.ai/index/it/vendors/riskonnect/index.md) | 0% | 0% | 13 |
| 15 | [Diligent One](https://www.gane.ai/index/it/vendors/diligent-one/index.md) | 0% | 12% | 17 |

Rank is by share of first choices among all 45 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 LogicGate, OneTrust GRC, Riskonnect
- GPT-5.4 mini: ServiceNow Integrated Risk Management; alternatives Archer, AuditBoard, OneTrust GRC
- Gemini 3.5 Flash: Optro; alternatives Drata, MetricStream, OneTrust GRC, ServiceNow Integrated Risk Management
- Perplexity Sonar: ServiceNow Integrated Risk Management; alternatives AuditBoard, IBM OpenPages, MetricStream, Riskonnect
- Grok 4.20: MetricStream, ServiceNow Integrated Risk Management; alternatives Diligent One, IBM OpenPages, LogicGate
- Mistral Small: Drata, Sprinto, Vanta; alternatives MetricStream, ServiceNow Integrated Risk Management
- DeepSeek V4 Flash: Drata, MetricStream, ServiceNow Integrated Risk Management, Vanta; alternatives Archer, Hyperproof, LogicGate Risk Cloud, OneTrust GRC
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Drata, Vanta; alternatives AuditBoard, OneTrust GRC, ServiceNow Integrated Risk Management
- Kimi K2: ServiceNow Integrated Risk Management; alternatives AuditBoard, Diligent One, IBM OpenPages, MetricStream
- GLM 4.7 FlashX: OneTrust GRC; alternatives AuditBoard, Drata, MetricStream, ServiceNow Integrated Risk Management
- MiniMax M2.5: AuditBoard; alternatives LogicGate Risk Cloud, OneTrust GRC, ServiceNow Integrated Risk Management, Workiva

## Sources the answers cite

65 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- expertinsights.com: 31 answers, 32 citations
- metricstream.com: 29 answers, 30 citations
- vanta.com: 28 answers, 33 citations
- enzuzo.com: 25 answers, 25 citations
- orbiqhq.com: 24 answers, 25 citations
- apono.io: 24 answers, 24 citations
- riskonnect.com: 23 answers, 23 citations
- gartner.com: 22 answers, 36 citations

Pages named in the most answers:

- https://expertinsights.com/compliance/the-top-governance-risk-compliance-grc-platforms (31 answers)
- https://enzuzo.com/blog/best-grc-software (25 answers)
- https://apono.io/blog/top-10-governance-risk-and-compliance-grc-software-solutions (24 answers)
- https://metricstream.com/blog/top-governance-risk-compliance-grc-tools.html (24 answers)
- https://orbiqhq.com/compliance-automation/best-grc-software (24 answers)
- https://vanta.com/resources/best-grc-software-solutions-for-enterprises (24 answers)
- https://riskonnect.com/best-grc-software-platforms-2026 (22 answers)
- https://selecthrtech.com/best-grc-2026 (17 answers)
- https://realciso.io/best-enterprise-grc-platforms (14 answers)
- https://bdemerson.com/article/the-best-grc-software-a-practical-evaluation (13 answers)

## Warned against

- Archer: 16 of 37 labels negative. "the platforms to be most cautious about are the heavyweight legacy suites (RSA Archer and MetricStream especially)" (DeepSeek V4 Flash, negative prompt)
- ServiceNow Integrated Risk Management: 14 of 56 labels negative. "Platforms like ServiceNow IRM or Archer may negotiate flexible user pricing, but their implementation consultancies can easily cost $200,000 to $500,000+" (Gemini 3.5 Flash, budget prompt)
- MetricStream: 12 of 51 labels negative. "heavyweight legacy suites (RSA Archer and MetricStream especially) — ... high TCO, long implementations, dated UX" (DeepSeek V4 Flash, negative prompt)
- Drata: 10 of 30 labels negative. "Solutions like Vanta or Drata ... are sometimes pushed into enterprise GRC RFPs. They typically lack the workflow depth" (Kimi K2, negative prompt)

## Record

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