# FOSSA: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 18 judge labels across 1 categories by 10 of 12 models. Page: https://it-ai-index.com/vendors/fossa/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Software composition analysis | 0% | 14 | 0% | 18 |

## What the models said for it

- "If strict license compliance for distributed software is critical, specialists like FOSSA or Black Duck make more sense" (Claude Haiku 4.5, SCA)
- "Alternatives Often Praised: Socket (malicious pkgs), Endor Labs (noise reduction), FOSSA (licenses)." (Grok 4.1 Fast, SCA)
- "Strong for license and legal exposure, but may not be as strong in vulnerability prioritization." (Mistral Small, SCA)
- "If your company"s primary concern is legal and license compliance ... FOSSA is the best option." (Gemini 3.5 Flash, SCA)

## 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, September 2026 Edition, it-ai-index.com.
