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Best Red Hat OpenShift AI Feature Store Alternatives in 2026

Updated

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

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

Red Hat OpenShift AI 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
10JFrog ML Feature Store6.3No—API, Linux, self-hosted, Web
11Snowflake Feature Store6.3No—API, Web
12Databricks Feature Store6.2No—API, 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—API, 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 7.1 out of 10. The others here: Hopsworks Feature Store, 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: documentation depth, a free tier and the platforms it runs on.