# Protegrity: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 2 categories by 2 of 14 models. Page: https://it-ai-index.com/vendors/protegrity/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data masking and test data management | 0% | 44 | 0% | 2 |
| Web application firewalls | 0% | 81 | 100% | 1 |

## What the models said for it

- "Alternatives if masking falls short: Tokenization (Protegrity) or data clean rooms." (Grok 4.1 Fast, Data masking)

## And against it

- "Historical reviews note blocking valid traffic with unhelpful logs and poor interfaces—avoid unless updated." (Grok 4.1 Fast, WAF)

## 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.