Google Cloud → AWS and Azure
AWS and Azure equivalents of Agent Platform Model Registry
The closest AWS equivalent of Google Cloud Agent Platform Model Registry is SageMaker Model Registry; on Azure, Azure ML model registry & registries.
About Agent Platform Model Registry
| Provider | Google Cloud |
|---|---|
| Status | Generally available |
| What it is | Central registry of model versions, aliases, and evaluations, with deployment to endpoints. |
| Documentation | docs.cloud.google.com |
| Pricing | Official pricing page |
Mappings (1)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| Model registry | SageMaker Model Registry | Direct match | Azure ML model registry & registries |
Model registry Direct match
SageMaker Model Registry maps to Agent Platform Model Registry, which versions models, assigns aliases, and deploys to endpoints.
- BigQuery ML models can be registered in the same registry.