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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 Free6.5
    Red Hat OpenShift AI Feature Store vs Canal
  2. 2
    Hopsworks Feature Store Free plan apiLinuxself-hostedWeb Free6.5
    Red Hat OpenShift AI Feature Store vs Hopsworks Feature Store
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 6.4
    Red Hat OpenShift AI Feature Store vs Amazon SageMaker Autopilot
  4. 4
    Chronon Free plan apiself-hosted Free6.4
    Red Hat OpenShift AI Feature Store vs Chronon
  5. 5
    Feast Free plan apiLinuxself-hostedWeb Free6.4
    Red Hat OpenShift AI Feature Store vs Feast
  6. 6
    OpenMLDB Free plan apiLinuxMacself-hosted Free6.4
    Red Hat OpenShift AI Feature Store vs OpenMLDB
  7. 7
    Metarank apiLinuxMacself-hostedWin 5.6
    Red Hat OpenShift AI Feature Store vs Metarank
  8. 8
    Feathr apiLinuxself-hostedWeb 5.5
    Red Hat OpenShift AI Feature Store vs Feathr
  9. 9
    JFrog ML Feature Store Free trial apiLinuxself-hostedWeb 5.5
    Red Hat OpenShift AI Feature Store vs JFrog ML Feature Store
  10. 10
    Chalk apiself-hostedWeb 5.4
    Red Hat OpenShift AI Feature Store vs Chalk
  11. 11
    Databricks Feature Store Free trial apiWeb 5.4
    Red Hat OpenShift AI Feature Store vs Databricks Feature Store
  12. 12
    ENFINT MLOps Platform self-hostedWeb 5.4
    Red Hat OpenShift AI Feature Store vs ENFINT MLOps Platform
  13. 14
    Snowflake Feature Store apiWeb 5.4
    Red Hat OpenShift AI Feature Store vs Snowflake Feature Store
  14. 15
    CARA ML Feature Store 5.3
    Red Hat OpenShift AI Feature Store vs CARA ML Feature Store
  15. 16
    Vertex AI Vector Search Free trial apiWeb 5.3
    Red Hat OpenShift AI Feature Store vs Vertex AI Vector Search
  16. 17
    Agent Platform Feature Store apiWeb 5.0
    Red Hat OpenShift AI Feature Store vs Agent Platform Feature Store
  17. 18
    Azure Machine Learning Web 4.8
    Red Hat OpenShift AI Feature Store vs Azure Machine Learning

Red Hat OpenShift AI 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
7Metarank5.6No—API, Linux, Mac, self-hosted, Windows
8Feathr5.5No—API, Linux, self-hosted, Web
9JFrog ML Feature Store5.5No—API, Linux, self-hosted, Web
10Chalk5.4No—API, self-hosted, Web
11Databricks Feature Store5.4No—API, Web
12ENFINT MLOps Platform5.4No—self-hosted, Web
14Snowflake Feature Store5.4No—API, Web
15CARA ML Feature Store5.3No——
16Vertex AI Vector Search5.3No—API, Web
17Agent Platform Feature Store5.0No—API, Web
18Azure Machine Learning4.8No—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 6.5 out of 10. The others here: Hopsworks Feature Store, Amazon SageMaker Autopilot, Chronon 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 free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.