# Vanta vs LogicGate Risk Cloud: which do AI models recommend for GRC, October 2026

IT AI Recommendation Index, October 2026 Edition, GRC platforms. Two of fourteen models named Vanta first on the direct prompt; one named LogicGate Risk Cloud. Page: https://it-ai-index.com/security/grc-platforms/vanta-vs-logicgate-risk-cloud/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Vanta | 15% | #2 of 14 | 20% | 51 | 14 of 14 |
| LogicGate Risk Cloud | 3% | #7 of 14 | 6% | 16 | 10 of 14 |

## The direct prompt, model by model

- Gemini 3.5 Flash: vanta first (first choices: Drata, Vanta) (alternatives: AuditBoard, Compyl, Hyperproof, LogicGate)
- GLM 4.7 FlashX: vanta first (first choices: Vanta, ZenGRC) (alternatives: Drata, Hyperproof, LogicGate Risk Cloud)
- Muse Glimmer 30B: logicgate risk cloud first (first choices: LogicGate Risk Cloud) (alternatives: Hyperproof, Vanta, ZenGRC)
- Claude Haiku 4.5: neither first, one named (first choices: Drata) (alternatives: Hyperproof, VComply, Vanta)
- Mistral Small: neither first, one named (first choices: AuditBoard, ZenGRC) (alternatives: RiskWatch, StandardFusion, Vanta)
- DeepSeek V4 Flash: neither first, one named (first choices: Hyperproof) (alternatives: Drata, LogicGate Risk Cloud, Vanta, ZenGRC)
- Qwen 3.7 Flash: neither first, one named (first choices: ZenGRC) (alternatives: AuditBoard, Centraleyes, Drata, Vanta)
- Kimi K2: neither first, one named (first choices: Hyperproof, ZenGRC) (alternatives: Drata, Onspring, Vanta)
- MiniMax M2.5: neither first, one named (first choices: Hyperproof) (alternatives: AuditBoard, LogicGate Risk Cloud)
- GPT-6 Luna: neither first, one named (first choices: Hyperproof) (alternatives: Drata, Vanta)
- GPT-5.4 mini: neither named (first choices: LogicGate) (alternatives: AuditBoard, Hyperproof, Optro)
- Perplexity Sonar: neither named (first choices: Hyperproof) (alternatives: LogicGate, ZenGRC)
- Grok 4.20: neither named (first choices: LogicGate, ZenGRC) (alternatives: AuditBoard, Drata, Hyperproof)
- Llama 4 Maverick: neither named

## What the models said about Vanta

- "Avoid: Tools like Vanta, Drata, or Secureframe." (GLM 4.7 FlashX, budget prompt, hard negative)

## What the models said about LogicGate Risk Cloud

- "Higher price range ($25K–$150K+/year) ... Better suited for very complex enterprise risk programs" (GLM 4.7 FlashX, paraphrase prompt, soft negative)
- "LogicGate Risk Cloud is frequently cited as an excellent choice for mid-sized companies." (Claude Haiku 4.5, paraphrase prompt, first choice)
- "Frequently positioned as the mid-market / configurable workflow option." (Muse Glimmer 30B, direct prompt, first choice)
- "If you need deeper configurable GRC workflows with governance and risk management, LogicGate or ZenGRC are excellent choices." (DeepSeek V4 Flash, direct prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.