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

IT AI Recommendation 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://it-ai-index.com/security/grc-platforms/enterprise/

**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

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | ServiceNow Integrated Risk Management | 36% | 25% | 56 |
| 2 | MetricStream | 21% | 24% | 51 |
| 3 | Drata | 9% | 33% | 30 |
| 4 | Vanta | 9% | 34% | 29 |
| 5 | AuditBoard | 4% | 10% | 29 |
| 6 | OneTrust | 4% | 19% | 32 |
| 7 | Optro | 4% | 0% | 11 |
| 8 | Hyperproof | 2% | 0% | 10 |
| 9 | Sprinto | 2% | 25% | 12 |
| 10 | LogicGate | 0% | 12% | 17 |
| 11 | Riskonnect | 0% | 0% | 13 |
| 12 | Diligent One | 0% | 12% | 17 |

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: MetricStream; alternatives LogicGate, OneTrust, Riskonnect
- GPT-5.4 mini: ServiceNow Integrated Risk Management; alternatives Archer, AuditBoard, OneTrust
- Gemini 3.5 Flash: Optro; alternatives Drata, MetricStream, OneTrust, ServiceNow Integrated Risk Management
- Perplexity Sonar: ServiceNow Integrated Risk Management; alternatives AuditBoard, IBM OpenPages, MetricStream, Riskonnect
- Grok 4.1 Fast: 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
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Drata, Vanta; alternatives AuditBoard, OneTrust, ServiceNow Integrated Risk Management
- Kimi K2: ServiceNow Integrated Risk Management; alternatives AuditBoard, Diligent One, IBM OpenPages, MetricStream
- GLM 4.7 FlashX: OneTrust; alternatives AuditBoard, Drata, MetricStream, ServiceNow Integrated Risk Management
- MiniMax M2.5: AuditBoard; alternatives LogicGate Risk Cloud, OneTrust, 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
- vanta.com: 25 answers, 30 citations
- metricstream.com: 25 answers, 26 citations
- orbiqhq.com: 24 answers, 25 citations
- riskonnect.com: 23 answers, 23 citations
- apono.io: 22 answers, 22 citations
- enzuzo.com: 21 answers, 21 citations
- gartner.com: 20 answers, 32 citations

Pages named in the most answers:

- https://expertinsights.com/compliance/the-top-governance-risk-compliance-grc-platforms (31 answers)
- https://orbiqhq.com/compliance-automation/best-grc-software (24 answers)
- https://apono.io/blog/top-10-governance-risk-and-compliance-grc-software-solutions (22 answers)
- https://riskonnect.com/best-grc-software-platforms-2026 (22 answers)
- https://vanta.com/resources/best-grc-software-solutions-for-enterprises (22 answers)
- https://enzuzo.com/blog/best-grc-software (21 answers)
- https://metricstream.com/blog/top-governance-risk-compliance-grc-tools.html (20 answers)
- https://selecthrtech.com/best-grc-2026 (17 answers)
- https://bdemerson.com/article/the-best-grc-software-a-practical-evaluation (13 answers)
- https://learn.g2.com/best-grc-software (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://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.