# Google Security Operations SOAR: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 1 category by 12 of 14 models. Page: https://www.gane.ai/index/it/vendors/google-security-operations-soar

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SOAR platforms](https://www.gane.ai/index/it/security/soar-platforms/index.md) | 0% | 17 | 18% | 17 |

## What the models said for it

- "utilizing their native platforms (Cortex XSIAM/XSOAR or Google SecOps) provides deep, out-of-the-box integration" (Gemini 3.5 Flash, SOAR)
- "You're adopting Google SecOps and want detection, investigation, and response workflows in that environment." (GPT-6 Luna, SOAR)
- "mentioned as options that provide a good balance of cost and functionality for small to mid-sized businesses" (MiniMax M2.5, SOAR)
- "Siemplify, Rapid7 InsightConnect, or Swimlane may be a good balance of cost and functionality." (Muse Glimmer 30B, SOAR)

## And against it

- "Avoid for Mid-Sized B2B: ... Siemplify (now part of Google SecOps) – Good product, but transitioned to Google's enterprise-facing SecOps suite" (DeepSeek V4 Flash, SOAR)
- "Avoid purchasing old, unintegrated, or legacy versions of standalone platforms." (Gemini 3.5 Flash, SOAR)
- "Don't buy these as standalone products anymore." (DeepSeek V4 Flash, SOAR)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 2 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Google Security Operations SOAR, from 38 of the 42 answers that named it (only the models that return a source list).

### Domains cited

- csoonline.com: 19
- aimultiple.com: 16
- comparitech.com: 13
- g2.com: 13
- expertinsights.com: 12
- paloaltonetworks.com: 12
- intezer.com: 11
- theaiops.com: 11
- cloudsek.com: 10
- strike48.com: 10

### Pages cited

- https://csoonline.com/article/3622920/soar-buyers-guide-11-security-orchestration-automation-and-response-products-and-how-to-choose.html: 19
- https://aimultiple.com/top-soar-platforms: 16
- https://comparitech.com/net-admin/best-soar-software: 13
- https://expertinsights.com/network-security/the-top-soar-solutions: 11
- https://theaiops.com/top-10-security-orchestration-automation-response-soar-tools-features-pros-cons-comparison: 11
- https://cloudsek.com/knowledge-base/best-soar-platforms: 10
- https://intezer.com/guides/soar-security/soar-platform-guide: 10
- https://softwareadvice.com/soar: 9

## 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.