Databricks Feature Store
5.6#11 in feature store softwareWebAPI
VisitDatabricks Feature Store vs Hopsworks Feature Store
Hopsworks Feature Store
6.2#2 in feature store softwareFree planFree planWebAPILinuxSelf-hosted
VisitWhat both publish
| Fact | Databricks Feature Store | Hopsworks Feature Store |
|---|---|---|
| Integrations | Supported third-party online stores include Amazon DynamoDB, Amazon Aurora (MySQL-compatible), and Amazon RDS MySQL, with availability differing by Feature Store mode. | Listed integrations include Airflow, Apache Flink, Databricks, Snowflake, Spark, AWS SageMaker, Vertex AI, and Weights & Biases. |
Databricks Feature Store plans
- Pay as you goPriced on request
Hopsworks Feature Store plans
- FreeFree
- EnterprisePriced on request
- SaaSPriced on request
Pick Databricks Feature Store if…
This service suits teams building and serving AI or ML models that need governed feature discovery, lineage, and point-in-time joins. It requires a Unity Catalog-enabled Databricks workspace.
Pick Hopsworks Feature Store if…
Hopsworks presents the platform for data scientists, data engineers, developers, platform and security engineers, and administrators building production AI systems. It suits teams that need both online and offline feature storage and deployment choices from SaaS to air-gapped environments.