Amazon Web Services → Microsoft Azure
Azure equivalent of SageMaker Model Registry
SageMaker Model Registry maps to the Azure Machine Learning model registry and cross-workspace registries.
About SageMaker Model Registry
| Provider | Amazon Web Services |
|---|---|
| Status | Generally available |
| What it is | Catalog of model versions with metadata, approval status, lineage, and Model Cards. |
| Documentation | docs.aws.amazon.com |
| Pricing | Official pricing page |
Azure mappings (1)
| Capability | Azure equivalent | Match |
|---|---|---|
| Model registry | Azure ML model registry & registries | 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.