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Best Hopsworks Feature Store Alternatives in 2026

Updated

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

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

Hopsworks Feature Store alternatives compared

#AppScoreFree planFromRuns on
1Canal7.1Free planFreeAPI, Linux, Mac, self-hosted
3Amazon SageMaker Autopilot6.9API, Web
4Feast6.9Free planFreeAPI, Linux, self-hosted, Web
5OpenMLDB6.9Free planFreeAPI, Linux, Mac, self-hosted
6Chronon6.8Free planFreeAPI, self-hosted
7Metarank6.6API, Linux, Mac, self-hosted, Windows
8Feathr6.5API, Linux, self-hosted, Web
9Chalk6.3API, self-hosted, Web
10JFrog ML Feature Store6.3API, Linux, self-hosted, Web
11Snowflake Feature Store6.3API, Web
12Databricks Feature Store6.2API, Web
13ENFINT MLOps Platform6.2self-hosted, Web
14Red Hat OpenShift AI Feature Store6.2self-hosted, Web
15Vertex AI Vector Search6.1API, Web
16Agent Platform Feature Store6.0API, Web
17CARA ML Feature Store6.0
18Azure Machine Learning5.6Web
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Questions about Hopsworks Feature Store alternatives

What is the best alternative to Hopsworks Feature Store?

Canal, number 1 in feature store software with a score of 7.1 out of 10. The others here: Amazon SageMaker Autopilot, Feast, OpenMLDB and 13 more.

What is the best free alternative to Hopsworks Feature Store?

Canal is the best-ranked alternative with a free plan. 4 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.