# Google Security Operations 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/google-security-operations-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% | 96 | 100% | 1 |

## And against it

- "describes the newer hunting and detection-engineering agents as preview, so check availability" (GPT-6 Luna, 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 | 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 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Google Security Operations agents, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- dropzone.ai: 3
- learn.microsoft.com: 3
- cloud.google.com: 2
- crowdstrike.com: 2
- prophetsecurity.ai: 2
- sentinelone.com: 2
- 7ai.com: 1
- docs-cortex.paloaltonetworks.com: 1
- github.com: 1
- help.splunk.com: 1

### Pages cited

- https://cloud.google.com/solutions/security/agentic-soc: 2
- https://crowdstrike.com/en-us/platform/charlotte-ai/agentic-soar: 2
- https://dropzone.ai/product/ai-soc-analyst: 2
- https://prophetsecurity.ai/: 2
- https://7ai.com/: 1
- https://docs-cortex.paloaltonetworks.com/r/Cortex-AgentiX/Comparison-between-Cortex-AgentiX-and-Cortex-XSOAR/New-capabilities-in-Cortex-AgentiX: 1
- https://dropzone.ai/resource-guide/ai-soc-analysts-the-complete-guide-to-alert-management: 1
- https://github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendors/best-ai-soc-enterprise.md: 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.