# FAIR-U: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 3 of 14 models. Page: https://it-ai-index.com/vendors/fair-u/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cyber risk quantification | 4% | 8 | 0% | 3 |

## What the models said for it

- "the best cyber risk quantification tool is FAIR-U (FAIR Institute open-source), which is free" (Mistral Small, Cyber risk quant)
- "the best starting point is usually FAIR-U or a spreadsheet-based FAIR approach" (GPT-5.4 mini, Cyber risk quant)
- "Best Free Interactive Web Tool: FAIR-U (by the FAIR Institute)" (Gemini 3.5 Flash, 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.