# Guardrails AI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/guardrails-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 74 | 0% | 2 |
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 96 | 0% | 1 |

## What the models said for it

- "Wrap your LLM API calls with NVIDIA NeMo Guardrails or Guardrails AI to block jailbreak attempts" (Gemini 3.5 Flash, AI security)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Guardrails AI, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- strac.io: 5
- respan.ai: 4
- github.com: 3
- infomineo.com: 3
- superblocks.com: 3
- toolradar.com: 3
- zapier.com: 3
- aicompliancevendors.com: 2
- aimultiple.com: 2
- apono.io: 2

### Pages cited

- https://strac.io/blog/best-ai-governance-tools-and-software: 5
- https://respan.ai/articles/ai-governance-tools: 4
- https://infomineo.com/artificial-intelligence/best-ai-governance-tools-in-2026-top-platforms-compared: 3
- https://toolradar.com/guides/best-ai-governance-tools: 3
- https://zapier.com/blog/ai-governance-tools: 3
- https://aicompliancevendors.com/guides/ai-governance-tools-for-startups: 2
- https://aimultiple.com/ai-governance-tools: 2
- https://apono.io/blog/top-ai-governance-tools-by-category: 2

## 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.