# CyberRisk Canvas: 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/cyberrisk-canvas

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cyber risk quantification](https://www.gane.ai/index/it/security/cyber-risk-quantification/index.md) | 0% | 52 | 0% | 1 |

## What the models said for it

- "Open-source tools like CyberRisk Canvas offer budget-constrained SMEs a self-hosted, customizable alternative" (Claude Haiku 4.5, Cyber risk quant)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 CyberRisk Canvas, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- blacksmithinfosec.com: 1
- cisa.gov: 1
- complyjet.com: 1
- dataendure.com: 1
- en.wikipedia.org: 1
- github.com: 1
- gitnux.org: 1
- helpnetsecurity.com: 1
- kovrr.com: 1
- nisura.eu: 1

### Pages cited

- https://blacksmithinfosec.com/free-open-source-risk-assessment-tool-for-msps-and-vcisos: 1
- https://cisa.gov/resources-tools/services/cyber-security-evaluation-tool-csetr: 1
- https://complyjet.com/blog/best-risk-assessment-tools: 1
- https://dataendure.com/blog/the-best-cyber-security-risk-assessment-tool-101: 1
- https://en.wikipedia.org/wiki/Cyber_risk_quantification: 1
- https://github.com/davidski/evaluator: 1
- https://github.com/topics/crq: 1
- https://github.com/veeral-patel/awesome-risk-quantification: 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.