# RoboShadow: how AI models rank it, September 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Vulnerability management platforms | 0% | 74 | 100% | 1 |

## And against it

- "Freemium model with per-account and per-agent pricing may become costly at scale; SOC 2 Type II and CREST certifications are vendor-stated, not widely verified." (Mistral Small, Vuln management)

## 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.