# QuilrAI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/quilrai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 108 | 0% | 1 |

## What the models said for it

- "Excellent for discovering all AI agents/LLMs across your organization" (GLM 4.7 FlashX, 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| 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 QuilrAI, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aicompliancevendors.com: 1
- akamai.com: 1
- arize.com: 1
- f5.com: 1
- help.zscaler.com: 1
- klu.ai: 1
- langprotect.com: 1
- microsoft.com: 1
- netskope.com: 1
- quilr.ai: 1

### Pages cited

- https://aicompliancevendors.com/guides/ai-guardrails: 1
- https://akamai.com/resources/white-paper/observability: 1
- https://akamai.com/solutions/ai-usage-control: 1
- https://arize.com/blog-course/llm-guardrails-types-of-guards: 1
- https://f5.com/resources/white-papers/f5-workforce-ai-security-for-managing-and-monitoring-ai-use: 1
- https://help.zscaler.com/secure-ai-users/what-ai-guard: 1
- https://klu.ai/glossary/llm-guardrails: 1
- https://langprotect.com/enterprise-ai-governance: 1

## 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.