Google Cloud → AWS and Azure
AWS and Azure equivalents of Agent Platform Feature Store
The closest AWS equivalent of Google Cloud Agent Platform Feature Store is Amazon SageMaker Feature Store; on Azure, Azure ML managed feature store.
About Agent Platform Feature Store
| Provider | Google Cloud |
|---|---|
| Status | Generally available The current Feature Store uses BigQuery as its offline store. Legacy Feature Store and Optimized online serving are deprecated (sunset Feb 17, 2027). |
| What it is | Feature registry over BigQuery tables and views, with online stores for low-latency serving. |
| Documentation | docs.cloud.google.com |
| Pricing | Official pricing page |
Mappings (1)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| Feature store | Amazon SageMaker Feature Store | Direct match | Azure ML managed feature store |
Feature store Direct match
SageMaker Feature Store maps to Agent Platform Feature Store, which uses BigQuery tables and views as the offline store and syncs features to online stores.
- Your BigQuery data is the source of truth; you register feature groups over BigQuery tables instead of ingesting into a separate offline store.
- Legacy Feature Store and Optimized online serving are deprecated, with sunset on Feb 17, 2027. Use Bigtable online serving for new work.