# Azure Data Factory (ADF) Mapping Data Flows: 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/azure-data-factory-adf-mapping-data-flows/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| ETL and ELT | 0% | 53 | 100% | 1 |

## And against it

- "using their visual drag-and-drop editors to perform heavy, complex data transformations (the "T" in ETL) is a common trap" (Gemini 3.5 Flash, ETL)

## 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.