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Best CARA ML Feature Store Alternatives in 2026

Updated

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

  1. 1
    Canal Free plan apiLinuxMacself-hosted Free7.1
    CARA ML Feature Store vs Canal
  2. 2
    Hopsworks Feature Store Free plan apiLinuxself-hostedWeb Free7.0
    CARA ML Feature Store vs Hopsworks Feature Store
  3. 3
    Amazon SageMaker Autopilot Free trial apiWeb 6.9
    CARA ML Feature Store vs Amazon SageMaker Autopilot
  4. 4
    Feast Free plan apiLinuxself-hostedWeb Free6.9
    CARA ML Feature Store vs Feast
  5. 5
    OpenMLDB Free plan apiLinuxMacself-hosted Free6.9
    CARA ML Feature Store vs OpenMLDB
  6. 6
    Chronon Free plan apiself-hosted Free6.8
    CARA ML Feature Store vs Chronon
  7. 7
    Metarank apiLinuxMacself-hostedWin 6.6
    CARA ML Feature Store vs Metarank
  8. 8
    Feathr apiLinuxself-hostedWeb 6.5
    CARA ML Feature Store vs Feathr
  9. 9
    Chalk apiself-hostedWeb 6.3
    CARA ML Feature Store vs Chalk
  10. 10
    JFrog ML Feature Store Free trial apiLinuxself-hostedWeb 6.3
    CARA ML Feature Store vs JFrog ML Feature Store
  11. 11
    Snowflake Feature Store apiWeb 6.3
    CARA ML Feature Store vs Snowflake Feature Store
  12. 12
    Databricks Feature Store Free trial apiWeb 6.2
    CARA ML Feature Store vs Databricks Feature Store
  13. 13
    ENFINT MLOps Platform self-hostedWeb 6.2
    CARA ML Feature Store vs ENFINT MLOps Platform
  14. 14
    Red Hat OpenShift AI Feature Store Free trial self-hostedWeb 6.2
    CARA ML Feature Store vs Red Hat OpenShift AI Feature Store
  15. 15
    Vertex AI Vector Search Free trial apiWeb 6.1
    CARA ML Feature Store vs Vertex AI Vector Search
  16. 16
    Agent Platform Feature Store apiWeb 6.0
    CARA ML Feature Store vs Agent Platform Feature Store
  17. 18
    Azure Machine Learning Web 5.6
    CARA ML Feature Store vs Azure Machine Learning

CARA ML 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
13ENFINT MLOps Platform6.2No—self-hosted, Web
14Red Hat OpenShift AI Feature Store6.2No—self-hosted, Web
15Vertex AI Vector Search6.1No—API, Web
16Agent Platform Feature Store6.0No—API, Web
18Azure Machine Learning5.6No—Web
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Questions about CARA ML Feature Store alternatives

What is the best alternative to CARA ML 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 CARA ML 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.