# Security Copilot: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 2 categories by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/security-copilot

## 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% | 92 | 33% | 3 |
| [AI security platforms](https://www.gane.ai/index/it/security/ai-security-platforms/index.md) | 0% | 64 | 0% | 2 |

## What the models said for it

- "if you're already heavily invested in Microsoft 365, Microsoft Defender XDR leverages your existing spend and is the strongest overall value pick" (DeepSeek V4 Flash, AI security)
- "Best Value (If Already on Microsoft 365)" (Kimi K2, AI security)

## And against it

- "Pay-as-you-go cloud SIEM with integrated AI, but costs can grow with log volume." (DeepSeek V4 Flash, AI SOC agents)

## 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 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Security Copilot, from 12 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 8
- underdefense.com: 8
- g2.com: 6
- github.com: 5
- softwareadvice.com: 4
- capterra.com: 3
- conifers.ai: 3
- paloaltonetworks.com: 3
- sourceforge.net: 3
- stellarcyber.ai: 3

### Pages cited

- https://underdefense.com/blog/most-affordable-ai-soc-platforms: 6
- https://g2.com/categories/ai-soc-agents/small-business: 5
- https://github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendors/best-agentic-soc-platforms.md: 4
- https://softwareadvice.com/category/5538-ai-soc-agents: 4
- https://capterra.com/ai-soc-agents-software/s/small-businesses: 3
- https://conifers.ai/blog/top-ai-soc-agents: 3
- https://www.gane.ai/index/it/security/ai-soc-agents/smb: 3
- https://underdefense.com/blog/ai-soc-for-smb: 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.