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Best JFrog ML Feature Store Alternatives in 2026

Updated

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

  1. 1
    Canal Free plan apiLinuxMacself-hosted Free7.4
    JFrog ML Feature Store vs Canal
  2. 2
    Chronon Free plan apiself-hosted Free7.4
    JFrog ML Feature Store vs Chronon
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 7.3
    JFrog ML Feature Store vs Amazon SageMaker Autopilot
  4. 4
    Feast Free plan apiLinuxself-hostedWeb Free7.3
    JFrog ML Feature Store vs Feast
  5. 5
    Hopsworks Feature Store Free plan apiLinuxself-hostedWeb Free7.3
    JFrog ML Feature Store vs Hopsworks Feature Store
  6. 6
    OpenMLDB Free plan apiLinuxMacself-hosted Free7.3
    JFrog ML Feature Store vs OpenMLDB
  7. 7
    Feathr apiLinuxself-hostedWeb 7.0
    JFrog ML Feature Store vs Feathr
  8. 8
    Snowflake Feature Store apiWeb 7.0
    JFrog ML Feature Store vs Snowflake Feature Store
  9. 9
    Chalk apiself-hostedWeb 6.9
    JFrog ML Feature Store vs Chalk
  10. 10
    Databricks Feature Store Free trial apiWeb 6.9
    JFrog ML Feature Store vs Databricks Feature Store
  11. 11
    Agent Platform Feature Store apiWeb 6.7
    JFrog ML Feature Store vs Agent Platform Feature Store
  12. 12
    CARA ML Feature Store 5.3
    JFrog ML Feature Store vs CARA ML Feature Store
  13. 14
    Red Hat OpenShift AI Feature Store Web 5.2
    JFrog ML Feature Store vs Red Hat OpenShift AI Feature Store
  14. 15
    Metarank WinMacLinux 5.1
    JFrog ML Feature Store vs Metarank
  15. 16
    ENFINT MLOps Platform Web 5.0
    JFrog ML Feature Store vs ENFINT MLOps Platform
  16. 17
    Vertex AI Vector Search Web 4.6
    JFrog ML Feature Store vs Vertex AI Vector Search

JFrog ML 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
5Hopsworks Feature Store7.3Free planFreeAPI, Linux, self-hosted, Web
6OpenMLDB7.3Free planFreeAPI, Linux, Mac, self-hosted
7Feathr7.0No—API, Linux, self-hosted, Web
8Snowflake Feature Store7.0No—API, Web
9Chalk6.9No—API, self-hosted, Web
10Databricks Feature Store6.9No—API, Web
11Agent Platform Feature Store6.7No—API, Web
12CARA ML Feature Store5.3No——
14Red Hat OpenShift AI Feature Store5.2No—Web
15Metarank5.1No—Windows, Mac, Linux
16ENFINT MLOps Platform5.0No—Web
17Vertex AI Vector Search4.6No—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 7.4 out of 10. The others here: Chronon, Amazon SageMaker Autopilot, Feast and 12 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 16 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.