October 20, 2026: Online Feature Store (General availability)¶

Online Feature Store is now generally available and is no longer in Preview.

The Online Feature Store serves the latest feature values with low-latency online retrieval for real-time ML applications such as fraud detection, recommendations, and personalization. Use batch, stream, and real-time feature views, ingest events through REST APIs, and integrate with real-time model inference.

With general availability, you can choose a size for the Feature Store online service to match your workload, and resize it later as your traffic changes. Online service usage is billed through the Feature Store online service compute, autoscale compute, and storage components. For details, see Cost and billing considerations.

Feature Store monitoring in Snowsight is also generally available. Use it to track offline refresh status, online serving latency and errors, and stream ingest health. For details, see Monitoring and Observability.

The Online Feature Store is available in AWS and Azure commercial regions. It isn’t available on Google Cloud.

For more information, see Serving online features.