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Best JFrog ML Feature Store Alternatives in 2026

Updated

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

  1. 1
    Canal Free plan apiLinuxMacself-hosted Free7.1
    JFrog ML Feature Store vs Canal
  2. 2
    Hopsworks Feature Store Free plan apiLinuxself-hostedWeb Free7.0
    JFrog ML Feature Store vs Hopsworks Feature Store
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 6.9
    JFrog ML Feature Store vs Amazon SageMaker Autopilot
  4. 4
    Feast Free plan apiLinuxself-hostedWeb Free6.9
    JFrog ML Feature Store vs Feast
  5. 5
    OpenMLDB Free plan apiLinuxMacself-hosted Free6.9
    JFrog ML Feature Store vs OpenMLDB
  6. 6
    Chronon Free plan apiself-hosted Free6.8
    JFrog ML Feature Store vs Chronon
  7. 7
    Metarank apiLinuxMacself-hostedWin 6.6
    JFrog ML Feature Store vs Metarank
  8. 8
    Feathr apiLinuxself-hostedWeb 6.5
    JFrog ML Feature Store vs Feathr
  9. 9
    Chalk apiself-hostedWeb 6.3
    JFrog ML Feature Store vs Chalk
  10. 11
    Snowflake Feature Store apiWeb 6.3
    JFrog ML Feature Store vs Snowflake Feature Store
  11. 12
    Databricks Feature Store Free trial apiWeb 6.2
    JFrog ML Feature Store vs Databricks Feature Store
  12. 13
    Red Hat OpenShift AI Feature Store Free trial self-hostedWeb 6.2
    JFrog ML Feature Store vs Red Hat OpenShift AI Feature Store
  13. 14
    Agent Platform Feature Store apiWeb 6.0
    JFrog ML Feature Store vs Agent Platform Feature Store
  14. 15
    CARA ML Feature Store 5.8
    JFrog ML Feature Store vs CARA ML Feature Store
  15. 16
    Azure Machine Learning Web 5.6
    JFrog ML Feature Store vs Azure Machine Learning
  16. 17
    ENFINT MLOps Platform self-hostedWeb 5.6
    JFrog ML Feature Store vs ENFINT MLOps Platform
  17. 18
    Vertex AI Vector Search Web 4.9
    JFrog ML Feature Store vs Vertex AI Vector Search

JFrog ML Feature Store alternatives compared

#AppScoreFree planFromRuns on
1Canal7.1Free planFreeAPI, Linux, Mac, self-hosted
2Hopsworks Feature Store7.0Free planFreeAPI, Linux, self-hosted, Web
3Amazon SageMaker Autopilot6.9No—API, Web
4Feast6.9Free planFreeAPI, Linux, self-hosted, Web
5OpenMLDB6.9Free planFreeAPI, Linux, Mac, self-hosted
6Chronon6.8Free planFreeAPI, self-hosted
7Metarank6.6No—API, Linux, Mac, self-hosted, Windows
8Feathr6.5No—API, Linux, self-hosted, Web
9Chalk6.3No—API, self-hosted, Web
11Snowflake Feature Store6.3No—API, Web
12Databricks Feature Store6.2No—API, Web
13Red Hat OpenShift AI Feature Store6.2No—self-hosted, Web
14Agent Platform Feature Store6.0No—API, Web
15CARA ML Feature Store5.8No——
16Azure Machine Learning5.6No—Web
17ENFINT MLOps Platform5.6No—self-hosted, Web
18Vertex AI Vector Search4.9No—Web
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Questions about JFrog ML Feature Store alternatives

What is the best alternative to JFrog ML Feature Store?

Canal, number 1 in feature store software with a score of 7.1 out of 10. The others here: Hopsworks Feature Store, Amazon SageMaker Autopilot, Feast and 13 more.

What is the best free alternative to JFrog ML Feature Store?

Canal is the best-ranked alternative with a free plan. 5 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: documentation depth, a free tier and the platforms it runs on.