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Best Hopsworks Feature Store Alternatives in 2026

Updated

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

  1. 1
    Amazon SageMaker Autopilot Free trial apiWeb 7.3
    Hopsworks Feature Store vs Amazon SageMaker Autopilot
  2. 2
    Canal Free plan apiLinuxMacself-hosted Free7.3
    Hopsworks Feature Store vs Canal
  3. 4
    Feast Free plan apiLinuxself-hostedWeb Free7.0
    Hopsworks Feature Store vs Feast
  4. 5
    JFrog ML Feature Store Free trial apiLinuxself-hostedWeb 7.0
    Hopsworks Feature Store vs JFrog ML Feature Store
  5. 6
    Metarank apiLinuxMacself-hostedWin 7.0
    Hopsworks Feature Store vs Metarank
  6. 7
    OpenMLDB Free plan apiLinuxMacself-hosted Free7.0
    Hopsworks Feature Store vs OpenMLDB
  7. 8
    Feathr apiLinuxself-hostedWeb 6.9
    Hopsworks Feature Store vs Feathr
  8. 9
    Chronon Free plan apiself-hosted Free6.8
    Hopsworks Feature Store vs Chronon
  9. 10
    Databricks Feature Store Free trial apiWeb 6.8
    Hopsworks Feature Store vs Databricks Feature Store
  10. 11
    Red Hat OpenShift AI Feature Store Free trial self-hostedWeb 6.8
    Hopsworks Feature Store vs Red Hat OpenShift AI Feature Store
  11. 12
    Chalk apiself-hostedWeb 6.6
    Hopsworks Feature Store vs Chalk
  12. 13
    Snowflake Feature Store apiWeb 6.6
    Hopsworks Feature Store vs Snowflake Feature Store
  13. 14
    Vertex AI Vector Search Free trial apiWeb 6.6
    Hopsworks Feature Store vs Vertex AI Vector Search
  14. 15
    ENFINT MLOps Platform self-hostedWeb 6.5
    Hopsworks Feature Store vs ENFINT MLOps Platform
  15. 16
    Agent Platform Feature Store apiWeb 6.3
    Hopsworks Feature Store vs Agent Platform Feature Store
  16. 17
    CARA ML Feature Store 6.2
    Hopsworks Feature Store vs CARA ML Feature Store
  17. 18
    Azure Machine Learning Web 5.9
    Hopsworks Feature Store vs Azure Machine Learning

Hopsworks Feature Store alternatives compared

#ToolScoreFree planFromRuns on
1Amazon SageMaker Autopilot7.3API, Web
2Canal7.3Free planFreeAPI, Linux, Mac, self-hosted
4Feast7.0Free planFreeAPI, Linux, self-hosted, Web
5JFrog ML Feature Store7.0API, Linux, self-hosted, Web
6Metarank7.0API, Linux, Mac, self-hosted, Windows
7OpenMLDB7.0Free planFreeAPI, Linux, Mac, self-hosted
8Feathr6.9API, Linux, self-hosted, Web
9Chronon6.8Free planFreeAPI, self-hosted
10Databricks Feature Store6.8API, Web
11Red Hat OpenShift AI Feature Store6.8self-hosted, Web
12Chalk6.6API, self-hosted, Web
13Snowflake Feature Store6.6API, Web
14Vertex AI Vector Search6.6API, Web
15ENFINT MLOps Platform6.5self-hosted, Web
16Agent Platform Feature Store6.3API, Web
17CARA ML Feature Store6.2
18Azure Machine Learning5.9Web
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Questions about Hopsworks Feature Store alternatives

What is the best alternative to Hopsworks Feature Store?

Amazon SageMaker Autopilot, number 1 in feature store software with a score of 7.3 out of 10. The others here: Canal, Feast, JFrog ML Feature Store 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, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.