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Best Red Hat OpenShift AI Feature Store Alternatives in 2026

Updated

17 platforms from feature store software ranked against Red Hat OpenShift AI Feature Store on the same published basis.

  1. 1
    Canal Free plan apiLinuxMacself-hosted Free7.4
    Red Hat OpenShift AI Feature Store vs Canal
  2. 2
    Chronon Free plan apiself-hosted Free7.4
    Red Hat OpenShift AI Feature Store vs Chronon
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 7.3
    Red Hat OpenShift AI Feature Store vs Amazon SageMaker Autopilot
  4. 4
    Feast Free plan apiLinuxself-hostedWeb Free7.3
    Red Hat OpenShift AI Feature Store vs Feast
  5. 5
    Hopsworks Feature Store Free plan apiLinuxself-hostedWeb Free7.3
    Red Hat OpenShift AI Feature Store vs Hopsworks Feature Store
  6. 6
    OpenMLDB Free plan apiLinuxMacself-hosted Free7.3
    Red Hat OpenShift AI Feature Store vs OpenMLDB
  7. 7
    Feathr apiLinuxself-hostedWeb 7.0
    Red Hat OpenShift AI Feature Store vs Feathr
  8. 8
    Metarank apiLinuxMacself-hostedWin 7.0
    Red Hat OpenShift AI Feature Store vs Metarank
  9. 9
    Snowflake Feature Store apiWeb 7.0
    Red Hat OpenShift AI Feature Store vs Snowflake Feature Store
  10. 10
    Chalk apiself-hostedWeb 6.9
    Red Hat OpenShift AI Feature Store vs Chalk
  11. 11
    Databricks Feature Store Free trial apiWeb 6.9
    Red Hat OpenShift AI Feature Store vs Databricks Feature Store
  12. 12
    JFrog ML Feature Store Free trial apiLinuxself-hostedWeb 6.9
    Red Hat OpenShift AI Feature Store vs JFrog ML Feature Store
  13. 13
    Agent Platform Feature Store apiWeb 6.7
    Red Hat OpenShift AI Feature Store vs Agent Platform Feature Store
  14. 15
    CARA ML Feature Store 5.3
    Red Hat OpenShift AI Feature Store vs CARA ML Feature Store
  15. 16
    Azure Machine Learning Web 5.1
    Red Hat OpenShift AI Feature Store vs Azure Machine Learning
  16. 17
    ENFINT MLOps Platform Web 5.0
    Red Hat OpenShift AI Feature Store vs ENFINT MLOps Platform
  17. 18
    Vertex AI Vector Search Web 4.6
    Red Hat OpenShift AI Feature Store vs Vertex AI Vector Search

Red Hat OpenShift AI 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
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
13Agent Platform Feature Store6.7No—API, Web
15CARA ML Feature Store5.3No——
16Azure Machine Learning5.1No—Web
17ENFINT MLOps Platform5.0No—Web
18Vertex AI Vector Search4.6No—Web
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Questions about Red Hat OpenShift AI Feature Store alternatives

What is the best alternative to Red Hat OpenShift AI 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 Red Hat OpenShift AI 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, 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.