Best Feature Store Software in 2026
15 feature store software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
15ranked
3free plans on this page
3 Oct 2026last checked
| # | Platform | Score | Why | From | Free plan | Paid from | Online store | |
|---|---|---|---|---|---|---|---|---|
| 1 | Hopsworks Feature Store | 8.9 | RecognisedAPIDocumented | Free | Yes | — | Yes | View |
| 2 | Feast | 8.8 | RecognisedAPIDocumented | Free | — | — | Yes | View |
| 3 | Chalk | 8.3 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 4 | Databricks Feature Store | 8.1 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 5 | Snowflake Feature Store | 8.1 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 6 |  Chronon | 6.1 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 7 |  Feathr | 6.0 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 8 | OpenMLDB | 5.8 | RecognisedAPIDocumented | Free | — | — | Yes | View |
| 9 | Red Hat OpenShift AI Feature Store | 5.8 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 10 | JFrog ML Feature Store | 5.6 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 11 | Agent Platform Feature Store | 5.3 | RecognisedAPIDocumented | — | No | — | Yes | View |
| 12 | CARA ML Feature Store | 5.2 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 13 | Metarank | 5.2 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 14 |  ENFINT MLOps Platform | 4.9 | RecognisedAPIDocumented | — | — | — | Yes | View |
| 15 | Vertex AI Vector Search | 4.3 | RecognisedAPIDocumented | — | — | — | — | View |
Is your platform on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which feature store software is ranked first on Inferse?
Hopsworks Feature Store is ranked #1 of 15 with a score of 8.9. Feast is second and Chalk third.
How many of these have a free plan?
3 of the 15 on this page publish a free plan on their own pricing pages.
How is this list ranked?
Ranked on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it. Paid placements never change a rank.
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