# Privacera: how AI models rank it, October 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data masking and test data management | 0% | 43 | 0% | 2 |
| Data security posture management | 0% | 98 | 100% | 1 |

## What the models said for it

- "For heterogeneous cloud warehouses, Immuta, Privacera, or K2View scale well." (GLM 4.7 FlashX, Data masking)

## And against it

- "frequently noted by users as having a complex setup and requiring significant configuration effort to tune properly" (Qwen 3.7 Flash, DSPM)

## 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.