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Best JFrog ML Feature Store Alternatives in 2026

Updated

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

  1. 1
    Canal Free plan apiLinuxMacself-hosted Free6.5
    JFrog ML Feature Store vs Canal
  2. 2
    Hopsworks Feature Store Free plan apiLinuxself-hostedWeb Free6.5
    JFrog ML Feature Store vs Hopsworks Feature Store
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 6.4
    JFrog ML Feature Store vs Amazon SageMaker Autopilot
  4. 4
    Chronon Free plan apiself-hosted Free6.4
    JFrog ML Feature Store vs Chronon
  5. 5
    Feast Free plan apiLinuxself-hostedWeb Free6.4
    JFrog ML Feature Store vs Feast
  6. 6
    OpenMLDB Free plan apiLinuxMacself-hosted Free6.4
    JFrog ML Feature Store vs OpenMLDB
  7. 7
    Feathr apiLinuxself-hostedWeb 5.5
    JFrog ML Feature Store vs Feathr
  8. 8
    Chalk apiself-hostedWeb 5.4
    JFrog ML Feature Store vs Chalk
  9. 9
    Databricks Feature Store Free trial apiWeb 5.4
    JFrog ML Feature Store vs Databricks Feature Store
  10. 10
    Metarank WinMacLinux 5.4
    JFrog ML Feature Store vs Metarank
  11. 11
    Snowflake Feature Store apiWeb 5.4
    JFrog ML Feature Store vs Snowflake Feature Store
  12. 12
    CARA ML Feature Store 5.2
    JFrog ML Feature Store vs CARA ML Feature Store
  13. 14
    Red Hat OpenShift AI Feature Store Free trial self-hostedWeb 5.2
    JFrog ML Feature Store vs Red Hat OpenShift AI Feature Store
  14. 15
    ENFINT MLOps Platform Web 5.1
    JFrog ML Feature Store vs ENFINT MLOps Platform
  15. 16
    Agent Platform Feature Store apiWeb 5.0
    JFrog ML Feature Store vs Agent Platform Feature Store
  16. 17
    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
1Canal6.5Free planFreeAPI, Linux, Mac, self-hosted
2Hopsworks Feature Store6.5Free planFreeAPI, Linux, self-hosted, Web
3Amazon SageMaker Autopilot6.4No—API, Web
4Chronon6.4Free planFreeAPI, self-hosted
5Feast6.4Free planFreeAPI, Linux, self-hosted, Web
6OpenMLDB6.4Free planFreeAPI, Linux, Mac, self-hosted
7Feathr5.5No—API, Linux, self-hosted, Web
8Chalk5.4No—API, self-hosted, Web
9Databricks Feature Store5.4No—API, Web
10Metarank5.4No—Windows, Mac, Linux
11Snowflake Feature Store5.4No—API, Web
12CARA ML Feature Store5.2No——
14Red Hat OpenShift AI Feature Store5.2No—self-hosted, Web
15ENFINT MLOps Platform5.1No—Web
16Agent Platform Feature Store5.0No—API, Web
17Vertex 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 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 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 free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.