# Azure Data Factory alternatives: what AI models name instead, November 2026

Gane Index, November 2026 Edition. 228 of the 252 answers in the 1 category where Azure Data Factory holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/it/vendors/azure-data-factory/alternatives

## Named instead, most often (every category and segment added)

- Fivetran: 55
- Airbyte: 53
- Hevo Data: 25
- Integrate.io: 17
- Skyvia: 7
- dbt: 6

## ETL and ELT

**Small business**: 83 of 84 answers did not name Azure Data Factory.

- Airbyte: first choice in 29 of those 83
- Hevo Data: first choice in 23 of those 83
- Fivetran: first choice in 16 of those 83
- Skyvia: first choice in 7 of those 83
- Stitch: first choice in 3 of those 83
- Talend: first choice in 2 of those 83
- Matillion: first choice in 1 of those 83
- Zapier/Make: first choice in 1 of those 83

**Mid-market**: 75 of 84 answers did not name Azure Data Factory (Azure Data Factory is #10 of 19 at 0%).

- Airbyte: first choice in 23 of those 75
- Fivetran: first choice in 21 of those 75
- Integrate.io: first choice in 7 of those 75
- Kleene.ai: first choice in 3 of those 75
- dbt: first choice in 3 of those 75
- Apache Airflow: first choice in 2 of those 75
- Hevo Data: first choice in 2 of those 75
- Pentaho Data Integration: first choice in 1 of those 75

**Enterprise**: 70 of 84 answers did not name Azure Data Factory (Azure Data Factory is #10 of 14 at 0%).

- Fivetran: first choice in 18 of those 70
- Integrate.io: first choice in 10 of those 70
- Informatica Intelligent Data Management Cloud: first choice in 4 of those 70
- dbt: first choice in 3 of those 70
- Etlworks: first choice in 2 of those 70
- Informatica PowerCenter: first choice in 2 of those 70
- Matillion: first choice in 2 of those 70
- Airbyte: first choice in 1 of those 70

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.