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Best Hopsworks Feature Store Alternatives in 2026

Updated

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

  1. 1
    Canal Free plan apiLinuxMacself-hosted Free6.4
    Hopsworks Feature Store vs Canal
  2. 2
    Chronon Free plan apiself-hosted Free6.4
    Hopsworks Feature Store vs Chronon
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 6.3
    Hopsworks Feature Store vs Amazon SageMaker Autopilot
  4. 4
    Feast Free plan apiLinuxself-hostedWeb Free6.3
    Hopsworks Feature Store vs Feast
  5. 6
    OpenMLDB Free plan apiLinuxMacself-hosted Free6.3
    Hopsworks Feature Store vs OpenMLDB
  6. 7
    Feathr apiLinuxself-hostedWeb 5.9
    Hopsworks Feature Store vs Feathr
  7. 8
    Chalk apiself-hostedWeb 5.8
    Hopsworks Feature Store vs Chalk
  8. 9
    Metarank apiLinuxMacself-hostedWin 5.8
    Hopsworks Feature Store vs Metarank
  9. 10
    Snowflake Feature Store apiWeb 5.8
    Hopsworks Feature Store vs Snowflake Feature Store
  10. 11
    Databricks Feature Store Free trial apiWeb 5.7
    Hopsworks Feature Store vs Databricks Feature Store
  11. 12
    JFrog ML Feature Store Free trial apiLinuxself-hostedWeb 5.7
    Hopsworks Feature Store vs JFrog ML Feature Store
  12. 13
    Red Hat OpenShift AI Feature Store Free trial self-hostedWeb 5.7
    Hopsworks Feature Store vs Red Hat OpenShift AI Feature Store
  13. 14
    CARA ML Feature Store 5.5
    Hopsworks Feature Store vs CARA ML Feature Store
  14. 15
    Agent Platform Feature Store apiWeb 5.4
    Hopsworks Feature Store vs Agent Platform Feature Store
  15. 16
    Azure Machine Learning Web 5.2
    Hopsworks Feature Store vs Azure Machine Learning
  16. 17
    ENFINT MLOps Platform self-hostedWeb 5.2
    Hopsworks Feature Store vs ENFINT MLOps Platform
  17. 18
    Vertex AI Vector Search Web 4.7
    Hopsworks Feature Store vs Vertex AI Vector Search

Hopsworks Feature Store alternatives compared

#AppScoreFree planFromRuns on
1Canal6.4Free planFreeAPI, Linux, Mac, self-hosted
2Chronon6.4Free planFreeAPI, self-hosted
3Amazon SageMaker Autopilot6.3No—API, Web
4Feast6.3Free planFreeAPI, Linux, self-hosted, Web
6OpenMLDB6.3Free planFreeAPI, Linux, Mac, self-hosted
7Feathr5.9No—API, Linux, self-hosted, Web
8Chalk5.8No—API, self-hosted, Web
9Metarank5.8No—API, Linux, Mac, self-hosted, Windows
10Snowflake Feature Store5.8No—API, Web
11Databricks Feature Store5.7No—API, Web
12JFrog ML Feature Store5.7No—API, Linux, self-hosted, Web
13Red Hat OpenShift AI Feature Store5.7No—self-hosted, Web
14CARA ML Feature Store5.5No——
15Agent Platform Feature Store5.4No—API, Web
16Azure Machine Learning5.2No—Web
17ENFINT MLOps Platform5.2No—self-hosted, Web
18Vertex AI Vector Search4.7No—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 6.4 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 mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation.