# GRC platforms: 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 a mid-market B2B company. Page: https://it-ai-index.com/security/grc-platforms/

**Standing:** Vanta leads with 14% of first choices; verdict contested. 57 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Vanta | 14% | 16% | 37 |
| 2 | Hyperproof | 12% | 6% | 34 |
| 3 | LogicGate Risk Cloud | 11% | 0% | 16 |
| 4 | LogicGate | 11% | 0% | 15 |
| 5 | ZenGRC | 7% | 7% | 14 |
| 6 | Drata | 5% | 12% | 40 |
| 7 | Sprinto | 5% | 0% | 19 |
| 8 | AuditBoard | 2% | 11% | 19 |
| 9 | Secureframe | 2% | 8% | 12 |
| 10 | OneTrust | 0% | 37% | 27 |
| 11 | Archer | 0% | 54% | 24 |
| 12 | MetricStream | 0% | 57% | 30 |

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

- Claude Haiku 4.5: Vanta; alternatives Drata, LogicGate Risk Cloud, VComply
- GPT-5.4 mini: LogicGate Risk Cloud, Onspring; alternatives Audit Prodigy, AuditBoard, Workiva
- Gemini 3.5 Flash: Hyperproof; alternatives AuditBoard, Drata, LogicGate Risk Cloud, Vanta
- Perplexity Sonar: LogicGate Risk Cloud; alternatives AuditBoard, Compyl, Drata, Hyperproof
- Grok 4.1 Fast: Drata, Vanta; alternatives LogicGate, Secureframe, Sprinto, ZenGRC
- Mistral Small: Hyperproof; alternatives Drata, Korinza, LogicGate Risk Cloud, Sprinto
- DeepSeek V4 Flash: Hyperproof, Vanta; alternatives Drata, LogicGate, Secureframe, ZenGRC
- Llama 4 Maverick: Korinza; alternatives Drata
- Qwen 3.7 Flash: Drata, Vanta; alternatives AuditBoard, Sprinto
- Kimi K2: LogicGate Risk Cloud, ZenGRC; alternatives Hyperproof, LogicManager, Secureframe
- GLM 4.7 FlashX: LogicGate, ZenGRC; alternatives AuditBoard, OneTrust, Riskonnect, ServiceNow Integrated Risk Management
- MiniMax M2.5: LogicGate Risk Cloud, ZenGRC; alternatives AuditBoard, Drata, Hyperproof, OneTrust GRC

## 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:

- saltycloud.com: 26 answers, 26 citations
- expertinsights.com: 23 answers, 23 citations
- riskwatch.com: 20 answers, 21 citations
- initiarisk.com: 19 answers, 19 citations
- reddit.com: 18 answers, 31 citations
- orbiqhq.com: 18 answers, 20 citations
- enzuzo.com: 18 answers, 18 citations
- metricstream.com: 16 answers, 20 citations

Pages named in the most answers:

- https://expertinsights.com/compliance/the-top-governance-risk-compliance-grc-platforms (23 answers)
- https://saltycloud.com/blog/mid-market-grc-tools-and-solutions (23 answers)
- https://enzuzo.com/blog/best-grc-software (17 answers)
- https://initiarisk.com/resources/best-grc-software-for-mid-market-companies-2026 (17 answers)
- https://orbiqhq.com/compliance-automation/best-grc-software (17 answers)
- https://riskwatch.com/grc-software (16 answers)
- https://complyjet.com/blog/best-grc-software (14 answers)
- https://brightdefense.com/resources/grc-tools-for-smbs-and-startups (13 answers)
- https://comchart.com/grc-software-mid-market (13 answers)
- https://apono.io/blog/top-10-governance-risk-and-compliance-grc-software-solutions (12 answers)

## Warned against

- ServiceNow Integrated Risk Management: 21 of 35 labels negative. "enterprise suites like ServiceNow, OneTrust, or MetricStream (which often cost six figures and require months of setup) are out of the question" (Gemini 3.5 Flash, budget prompt)
- MetricStream: 17 of 30 labels negative. "skip full enterprise platforms (ServiceNow GRC, MetricStream, Archer) unless you have a dedicated GRC team" (DeepSeek V4 Flash, direct prompt)
- Archer: 13 of 24 labels negative. "avoid these if you are a mid-market or smaller enterprise." ... "bulky," "clunky," "like using Linux"" (DeepSeek V4 Flash, negative prompt)
- OneTrust: 10 of 27 labels negative. "OneTrust, MetricStream, ServiceNow GRC ($30K–$150K+/year) are enterprise-tier and will far exceed most limited budgets" (DeepSeek V4 Flash, budget 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.