Best Feathr Alternatives in 2026
Updated
16 apps from feature store software ranked against Feathr on the same published basis.
- 1Feathr vs Canal
- 2Feathr vs Hopsworks Feature Store
- 3Feathr vs Amazon SageMaker Autopilot
- 4Feathr vs Chronon
- 5Feathr vs Feast
- 6Feathr vs OpenMLDB
- 8Feathr vs Chalk
- 9Feathr vs Databricks Feature Store
- 10Feathr vs Metarank
- 11Feathr vs Snowflake Feature Store
- 12Feathr vs CARA ML Feature Store
- 13Feathr vs JFrog ML Feature Store
- 14Feathr vs Red Hat OpenShift AI Feature Store
- 15Feathr vs ENFINT MLOps Platform
- 16Feathr vs Agent Platform Feature Store
- 17Feathr vs Vertex AI Vector Search
Feathr alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Canal | 6.5 | Free plan | Free | API, Linux, Mac, self-hosted |
| 2 | Hopsworks Feature Store | 6.5 | Free plan | Free | API, Linux, self-hosted, Web |
| 3 | Amazon SageMaker Autopilot | 6.4 | No | — | API, Web |
| 4 | Chronon | 6.4 | Free plan | Free | API, self-hosted |
| 5 | Feast | 6.4 | Free plan | Free | API, Linux, self-hosted, Web |
| 6 | OpenMLDB | 6.4 | Free plan | Free | API, Linux, Mac, self-hosted |
| 8 | Chalk | 5.4 | No | — | API, self-hosted, Web |
| 9 | Databricks Feature Store | 5.4 | No | — | API, Web |
| 10 | Metarank | 5.4 | No | — | Windows, Mac, Linux |
| 11 | Snowflake Feature Store | 5.4 | No | — | API, Web |
| 12 | CARA ML Feature Store | 5.2 | No | — | — |
| 13 | JFrog ML Feature Store | 5.2 | No | — | Web |
| 14 | Red Hat OpenShift AI Feature Store | 5.2 | No | — | Web |
| 15 | ENFINT MLOps Platform | 5.1 | No | — | Web |
| 16 | Agent Platform Feature Store | 5.0 | No | — | API, Web |
| 17 | Vertex AI Vector Search | 4.9 | No | — | Web |
Make your app an alternative to Feathr
See the priceThe sponsored alternative slot on this page is labelled Sponsored.
Questions about Feathr alternatives
What is the best alternative to Feathr?
Canal, number 1 in feature store software with a score of 6.5 out of 10. The others here: Hopsworks Feature Store, Amazon SageMaker Autopilot, Chronon and 12 more.
What is the best free alternative to Feathr?
Canal is the best-ranked alternative with a free plan. 5 of the 16 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.