Databricks Feature Store vs Feast

Databricks Feature Store plans

• Pay as you goPriced on request

Feast plans

• FeastFree

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 Feast if…

Feast is designed for data scientists, MLOps engineers, data engineers, and AI engineers managing features for AI or machine-learning applications. It suits teams that need batch and real-time serving or point-in-time-correct training data.