# Azure SQL DDM: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 2 of 14 models. Page: https://it-ai-index.com/vendors/azure-sql-ddm/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data masking and test data management | 0% | 113 | 33% | 3 |

## And against it

- "Great if locked-in, but can't handle hybrid/multi-cloud without extras." (Grok 4.1 Fast, Data masking)

## 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.