Microsoft Azure → Amazon Web Services
AWS equivalent of Azure ML model registry & registries
The closest AWS equivalent of Azure ML model registry & registries is SageMaker Model Registry.
About Azure ML model registry & registries
| Provider | Microsoft Azure |
|---|---|
| Status | Generally available |
| What it is | Workspace model registry plus cross-workspace registries for sharing models, components, and environments (dev to test to prod MLOps). |
| Documentation | learn.microsoft.com |
| Pricing | Official pricing page |
AWS mappings (1)
| Capability | AWS equivalent | Match |
|---|---|---|
| Model registry | SageMaker Model Registry | Direct match |
MLOps & responsible AI(1)
Model registry Direct match
SageMaker Model Registry maps to the Azure Machine Learning model registry and cross-workspace registries.
- SageMaker Model Registry uses model package groups, approval status, staging constructs, and integrated Model Cards.
- Azure ML registries share models, components, and environments across workspaces and regions for dev → test → prod MLOps, keeping lineage back to the training job.