# Microsoft Copilot-related agents: 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/microsoft-copilot-related-agents

## 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% | 97 | 100% | 1 |

## And against it

- "Specific flaws like EchoLeak demonstrate how these can be exploited for prompt injection or data exfiltration. Use with extra scrutiny" (Grok 4.20, 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 | 1 | 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Microsoft Copilot-related agents, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- acalvio.com: 1
- arxiv.org: 1
- bankinfosecurity.com: 1
- brandefense.io: 1
- swimlane.com: 1

### Pages cited

- https://acalvio.com/agentic-ai-security/ai-agents-in-security-operations-force-multiplier-or-new-attack-surface: 1
- https://arxiv.org/html/2609.06250v1: 1
- https://bankinfosecurity.com/soc-agents-new-ai-gamble-a-29395: 1
- https://brandefense.io/knowledge-hub/agentic-security/agentic-soc-and-threat-intelligence-safely: 1
- https://swimlane.com/blog/ai-soc-agents-claims: 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.