# Qevlar: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/qevlar

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI SOC agents](https://www.gane.ai/index/it/security/ai-soc-agents/index.md) | 0% | 58 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| 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 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Qevlar, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- github.com: 6
- securityboulevard.com: 6
- intezer.com: 5
- reliaquest.com: 5
- stellarcyber.ai: 5
- underdefense.com: 5
- microsoft.com: 4
- swimlane.com: 4
- capterra.co.uk: 3
- g2.com: 3

### Pages cited

- https://github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendors/best-ai-soc-enterprise.md: 4
- https://reliaquest.com/cyber-knowledge/ai-soc-tools: 4
- https://capterra.co.uk/directory/34928/ai-soc-agents/software: 3
- https://www.gane.ai/index/it/security/ai-soc-agents/enterprise: 3
- https://intezer.com/guides/ai-soc/how-to-compare-agentic-soc-platforms: 3
- https://reliaquest.com/cyber-knowledge/ai-soc-agents-ai-agents-in-security-operations: 3
- https://securityboulevard.com/2026/07/the-12-best-agentic-soc-platforms-in-2026-architectures-autonomy-levels-and-a-full-comparison: 3
- https://swimlane.com/blog/best-ai-soc-platforms: 3

## 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.