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Best Hopsworks Feature Store Alternatives in 2026

Updated

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

  1. 1
    Amazon SageMaker Autopilot Free trial apiWeb 7.6
    Hopsworks Feature Store vs Amazon SageMaker Autopilot
  2. 2
    Canal Free plan apiLinuxMacself-hosted Free7.3
    Hopsworks Feature Store vs Canal
  3. 3
    Feast Free plan apiLinuxself-hostedWeb Free7.1
    Hopsworks Feature Store vs Feast
  4. 5
    OpenMLDB Free plan apiLinuxMacself-hosted Free7.1
    Hopsworks Feature Store vs OpenMLDB
  5. 6
    JFrog ML Feature Store Free trial apiLinuxself-hostedWeb 7.0
    Hopsworks Feature Store vs JFrog ML Feature Store
  6. 7
    Databricks Feature Store Free trial apiWeb 6.9
    Hopsworks Feature Store vs Databricks Feature Store
  7. 8
    Red Hat OpenShift AI Feature Store Free trial self-hostedWeb 6.9
    Hopsworks Feature Store vs Red Hat OpenShift AI Feature Store
  8. 9
    Chronon Free plan apiself-hosted Free6.8
    Hopsworks Feature Store vs Chronon
  9. 10
    Metarank apiLinuxMacself-hostedWin 6.7
    Hopsworks Feature Store vs Metarank
  10. 11
    Vertex AI Vector Search Free trial apiWeb 6.7
    Hopsworks Feature Store vs Vertex AI Vector Search
  11. 12
    Feathr apiLinuxself-hostedWeb 6.6
    Hopsworks Feature Store vs Feathr
  12. 13
    Chalk apiself-hostedWeb 6.4
    Hopsworks Feature Store vs Chalk
  13. 14
    Snowflake Feature Store apiWeb 6.4
    Hopsworks Feature Store vs Snowflake Feature Store
  14. 15
    ENFINT MLOps Platform self-hostedWeb 6.3
    Hopsworks Feature Store vs ENFINT MLOps Platform
  15. 16
    CARA ML Feature Store 6.2
    Hopsworks Feature Store vs CARA ML Feature Store
  16. 17
    Agent Platform Feature Store apiWeb 6.0
    Hopsworks Feature Store vs Agent Platform Feature Store
  17. 18
    Azure Machine Learning Web 5.7
    Hopsworks Feature Store vs Azure Machine Learning

Hopsworks Feature Store alternatives compared

#PlatformScoreFree planFromRuns on
1Amazon SageMaker Autopilot7.6API, Web
2Canal7.3Free planFreeAPI, Linux, Mac, self-hosted
3Feast7.1Free planFreeAPI, Linux, self-hosted, Web
5OpenMLDB7.1Free planFreeAPI, Linux, Mac, self-hosted
6JFrog ML Feature Store7.0API, Linux, self-hosted, Web
7Databricks Feature Store6.9API, Web
8Red Hat OpenShift AI Feature Store6.9self-hosted, Web
9Chronon6.8Free planFreeAPI, self-hosted
10Metarank6.7API, Linux, Mac, self-hosted, Windows
11Vertex AI Vector Search6.7API, Web
12Feathr6.6API, Linux, self-hosted, Web
13Chalk6.4API, self-hosted, Web
14Snowflake Feature Store6.4API, Web
15ENFINT MLOps Platform6.3self-hosted, Web
16CARA ML Feature Store6.2
17Agent Platform Feature Store6.0API, Web
18Azure Machine Learning5.7Web
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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 7.6 out of 10. The others here: Canal, 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 how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.