# The Ray Framework: 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/the-ray-framework

## 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% | 191 | 100% | 1 |

## And against it

- "it has been the target of massive exploitation campaigns... ensure you have strict firewall rules" (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 | 0 | 0 | 1 | 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 The Ray Framework, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- ai.gov.uk: 1
- arunbaby.com: 1
- aurascape.ai: 1
- checkpoint.com: 1
- cloudflare.com: 1
- darkreading.com: 1
- dl.acm.org: 1
- docs.cloud.google.com: 1
- forrester.com: 1
- genai.owasp.org: 1

### Pages cited

- https://ai.gov.uk/knowledge-hub/how-to/security: 1
- https://arunbaby.com/ai-security/0007-ai-security-incidents-2024-2025-field-report: 1
- https://aurascape.ai/ai-security-platform-faq: 1
- https://checkpoint.com/cyber-hub/tools-vendors/best-ai-security-companies-in-2026: 1
- https://cloudflare.com/solutions/ai-security: 1
- https://darkreading.com/vulnerabilities-threats/ai-ending-era-hidden-vulnerabilities-are-vendors-ready: 1
- https://dl.acm.org/doi/10.1145/3744916.3787796: 1
- https://docs.cloud.google.com/docs/security/vuln-management-ai: 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.