Best Apache Beam Alternatives in 2026
Updated
20 platforms from data transformation tools ranked against Apache Beam on the same published basis.
- 1Apache Beam vs KNIME Analytics Platform
- 2Apache Beam vs dbt Semantic Layer
- 3Apache Beam vs Matillion Transform
- 4Apache Beam vs Coalesce Catalog
- 5Apache Beam vs csvkit
- 6Apache Beam vs OpenRefine
- 8Apache Beam vs Bruin for Customer Success
- 9Apache Beam vs Cube
- 10Apache Beam vs jq
- 11Apache Beam vs Prophecy
- 12Apache Beam vs Apache Hop
- 13Apache Beam vs Dataform
- 14Apache Beam vs IRI DarkShield
- 15Apache Beam vs Kedro
- 16Apache Beam vs Centerprise Data Integrator
- 17Apache Beam vs Visitran
- 18Apache Beam vs AWS Glue DataBrew
- 19Apache Beam vs Datameer
- 20Apache Beam vs Tableau
- 21Apache Beam vs Pentaho Data Integration
Apache Beam alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | KNIME Analytics Platform | 7.7 | Free plan | — | Linux, Mac, Windows |
| 2 | dbt Semantic Layer | 7.5 | Free plan | $100/mo | API, Web |
| 3 | Matillion Transform | 7.5 | Free plan | Free | self-hosted, Web |
| 4 | Coalesce Catalog | 7.4 | Free plan | $150/mo | API, Web |
| 5 | csvkit | 7.1 | Free plan | Free | Linux, Mac, Windows |
| 6 | OpenRefine | 7.1 | Free plan | Free | Linux, Mac, self-hosted, Web, Windows |
| 8 | Bruin for Customer Success | 7.0 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 9 | Cube | 7.0 | Free plan | $40/mo | API, Linux, self-hosted, Web |
| 10 | jq | 7.0 | Free plan | Free | Linux, Mac, self-hosted, Web, Windows |
| 11 | Prophecy | 7.0 | Free plan | $150/mo | API, Web |
| 12 | Apache Hop | 6.9 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 13 | Dataform | 6.8 | Free plan | Free | API, Web |
| 14 | IRI DarkShield | 6.8 | No | — | API, Linux, Mac, self-hosted, Windows |
| 15 | Kedro | 6.8 | Free plan | Free | Linux, self-hosted |
| 16 | Centerprise Data Integrator | 6.7 | No | — | API, Mac, self-hosted, Web, Windows |
| 17 | Visitran | 6.6 | Free plan | $29/mo | Web |
| 18 | AWS Glue DataBrew | 6.4 | No | $0.48/mo | API, Web |
| 19 | Datameer | 6.4 | No | — | API, Web |
| 20 | Tableau | 6.4 | No | $15/mo | self-hosted |
| 21 | Pentaho Data Integration | 6.1 | No | — | Linux, Mac, Web, Windows |
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Questions about Apache Beam alternatives
What is the best alternative to Apache Beam?
KNIME Analytics Platform, number 1 in data transformation tools with a score of 7.7 out of 10. The others here: dbt Semantic Layer, Matillion Transform, Coalesce Catalog and 16 more.
What is the best free alternative to Apache Beam?
KNIME Analytics Platform is the best-ranked alternative with a free plan. 14 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.