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Best Hopsworks Feature Store Alternatives in 2026

Updated

17 platforms from feature store software ranked against Hopsworks Feature Store on the same published basis.

  1. 1
    Canal Free plan apiLinuxMacself-hosted Free7.4
    Hopsworks Feature Store vs Canal
  2. 2
    Chronon Free plan apiself-hosted Free7.4
    Hopsworks Feature Store vs Chronon
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 7.3
    Hopsworks Feature Store vs Amazon SageMaker Autopilot
  4. 4
    Feast Free plan apiLinuxself-hostedWeb Free7.3
    Hopsworks Feature Store vs Feast
  5. 6
    OpenMLDB Free plan apiLinuxMacself-hosted Free7.3
    Hopsworks Feature Store vs OpenMLDB
  6. 7
    Feathr apiLinuxself-hostedWeb 7.0
    Hopsworks Feature Store vs Feathr
  7. 8
    Metarank apiLinuxMacself-hostedWin 7.0
    Hopsworks Feature Store vs Metarank
  8. 9
    Snowflake Feature Store apiWeb 7.0
    Hopsworks Feature Store vs Snowflake Feature Store
  9. 10
    Chalk apiself-hostedWeb 6.9
    Hopsworks Feature Store vs Chalk
  10. 11
    Databricks Feature Store Free trial apiWeb 6.9
    Hopsworks Feature Store vs Databricks Feature Store
  11. 12
    JFrog ML Feature Store Free trial apiLinuxself-hostedWeb 6.9
    Hopsworks Feature Store vs JFrog ML Feature Store
  12. 13
    Vertex AI Vector Search Free trial apiWeb 6.8
    Hopsworks Feature Store vs Vertex AI Vector Search
  13. 14
    Agent Platform Feature Store apiWeb 6.7
    Hopsworks Feature Store vs Agent Platform Feature Store
  14. 15
    ENFINT MLOps Platform self-hostedWeb 5.5
    Hopsworks Feature Store vs ENFINT MLOps Platform
  15. 16
    Red Hat OpenShift AI Feature Store Free trial self-hostedWeb 5.5
    Hopsworks Feature Store vs Red Hat OpenShift AI Feature Store
  16. 17
    CARA ML Feature Store 5.4
    Hopsworks Feature Store vs CARA ML Feature Store
  17. 18
    Azure Machine Learning Web 5.1
    Hopsworks Feature Store vs Azure Machine Learning

Hopsworks Feature Store alternatives compared

#PlatformScoreFree planFromRuns on
1Canal7.4Free planFreeAPI, Linux, Mac, self-hosted
2Chronon7.4Free planFreeAPI, self-hosted
3Amazon SageMaker Autopilot7.3No—API, Web
4Feast7.3Free planFreeAPI, Linux, self-hosted, Web
6OpenMLDB7.3Free planFreeAPI, Linux, Mac, self-hosted
7Feathr7.0No—API, Linux, self-hosted, Web
8Metarank7.0No—API, Linux, Mac, self-hosted, Windows
9Snowflake Feature Store7.0No—API, Web
10Chalk6.9No—API, self-hosted, Web
11Databricks Feature Store6.9No—API, Web
12JFrog ML Feature Store6.9No—API, Linux, self-hosted, Web
13Vertex AI Vector Search6.8No—API, Web
14Agent Platform Feature Store6.7No—API, Web
15ENFINT MLOps Platform5.5No—self-hosted, Web
16Red Hat OpenShift AI Feature Store5.5No—self-hosted, Web
17CARA ML Feature Store5.4No——
18Azure Machine Learning5.1No—Web
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Questions about Hopsworks Feature Store alternatives

What is the best alternative to Hopsworks Feature Store?

Canal, number 1 in feature store software with a score of 7.4 out of 10. The others here: Chronon, Amazon SageMaker Autopilot, Feast and 13 more.

What is the best free alternative to Hopsworks Feature Store?

Canal is the best-ranked alternative with a free plan. 4 of the 17 alternatives here publish a free plan on their own pricing pages.

How are these alternatives ranked?

Ranked on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it.