# Google Cloud Dataflow alternatives: what AI models name instead, October 2026

IT AI Recommendation Index, October 2026 Edition. 246 of the 252 answers in the 1 category where Google Cloud Dataflow holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://it-ai-index.com/vendors/google-cloud-dataflow/alternatives/

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

- Fivetran: 64
- Airbyte: 47
- Hevo Data: 24
- Integrate.io: 14
- Skyvia: 10
- Stitch: 8

## ETL and ELT

**Small business**: 84 of 84 answers did not name Google Cloud Dataflow.

- Airbyte: first choice in 30 of those 84
- Fivetran: first choice in 18 of those 84
- Hevo Data: first choice in 16 of those 84
- Skyvia: first choice in 10 of those 84
- Stitch: first choice in 6 of those 84
- Coupler.io: first choice in 1 of those 84
- Estuary Flow: first choice in 1 of those 84
- Integrate.io: first choice in 1 of those 84

**Mid-market**: 81 of 84 answers did not name Google Cloud Dataflow (Google Cloud Dataflow is #13 of 18 at 0%).

- Fivetran: first choice in 24 of those 81
- Airbyte: first choice in 17 of those 81
- Hevo Data: first choice in 8 of those 81
- Stitch: first choice in 2 of those 81
- dbt: first choice in 2 of those 81
- Informatica PowerCenter: first choice in 1 of those 81
- Integrate.io: first choice in 1 of those 81
- Meltano: first choice in 1 of those 81

**Enterprise**: 81 of 84 answers did not name Google Cloud Dataflow.

- Fivetran: first choice in 22 of those 81
- Integrate.io: first choice in 12 of those 81
- Informatica Intelligent Data Management Cloud: first choice in 4 of those 81
- Informatica PowerCenter: first choice in 4 of those 81
- Matillion: first choice in 3 of those 81
- Talend: first choice in 2 of those 81
- Cleo Integration Cloud: first choice in 1 of those 81
- Coalesce: first choice in 1 of those 81

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