# Azure Data Factory: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 17 judge labels across 2 categories by 11 of 12 models. Page: https://it-ai-index.com/vendors/azure-data-factory/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| ETL and ELT | 0% | 13 | 0% | 15 |
| Workflow orchestration | 0% | 30 | 0% | 2 |

## What the models said for it

- "If your entire tech stack is Microsoft-based (M365, Azure SQL): Platform: Azure Data Factory (ADF)" (Qwen 3.7 Flash, ETL)
- "Pay-as-you-go, serverless, no hardware to manage; free tier enough for pilot workloads." (MiniMax M2.5, ETL)
- "Azure Data Factory/AWS Glue if you're already committed to that cloud provider" (Claude Haiku 4.5, ETL)
- "Best for Azure and hybrid Microsoft environments with low-code data flows." (Perplexity Sonar, 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.