# CISO Assistant: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/ciso-assistant

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [GRC platforms](https://www.gane.ai/index/it/security/grc-platforms/index.md) | 0% | 34 | 0% | 2 |
| [Compliance automation](https://www.gane.ai/index/it/security/compliance-automation/index.md) | 0% | 53 | 0% | 1 |

## What the models said for it

- "Modern UI, intuitive setup, and support for over 30 frameworks out of the box" (Gemini 3.5 Flash, GRC)

## 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| 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 CISO Assistant, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- zengrc.com: 4
- capterra.com: 3
- cyberarrow.io: 2
- eramba.org: 2
- g2.com: 2
- github.com: 2
- medium.com: 2
- openriskregister.org: 2
- realciso.io: 2
- simplerisk.com: 2

### Pages cited

- https://zengrc.com/compare/best-grc-software: 4
- https://cyberarrow.io/blog/best-grc-software-for-startups-and-smbs: 2
- https://eramba.org/: 2
- https://github.com/lowerplane/compliance-toolkit: 2
- https://medium.com/@GorkemCetin/open-source-grc-tools-you-should-be-using-in-2025-eramba-ciso-assistant-verifywise-649364e00206: 2
- https://openriskregister.org/alternatives/open-source-grc-tool: 2
- https://realciso.io/grc-platform/for-small-business: 2
- https://simplerisk.com/deployment/open-source: 2

## 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.