# CyberQRM: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 5 judge labels across 1 categories by 5 of 14 models. Page: https://it-ai-index.com/vendors/cyberqrm/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cyber risk quantification | 4% | 6 | 0% | 5 |

## What the models said for it

- "I'd recommend starting with FairCRQ (free) or CyberQRM (open-source)" (DeepSeek V4 Flash, Cyber risk quant)
- "Top Recommendation: CyberQRM (FREE & Open Source)" (Kimi K2, Cyber risk quant)
- "consider CyberQRM, a free, self-hosted FAIR-based project... it's a small, relatively new project, so pilot it" (GPT-6 Luna, Cyber risk quant)
- "A local, MIT-licensed tool for FAIR-compliant modeling... Perfect for practitioners avoiding enterprise costs" (Grok 4.1 Fast, Cyber risk quant)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.