MLflow Model Registry vs Snowflake Feature Store
| MLflow Model Registry | Snowflake Feature Store | |
|---|---|---|
| Free plan | Yes | |
| Paid from | Free | |
| Platforms | api, Linux, self-hosted, Web | api, Web |
| Free plan | Yes | |
| Model versioning | Yes | |
| Approval workflows | Yes | |
| Model lineage | Yes | |
| Deployment tracking | Yes | |
| Model aliases | Yes | |
| Artifact storage | No | |
| Online store | Yes | |
| Offline store | Yes | |
| Point-in-time joins | Yes | |
| Feature monitoring | Yes | |
| Deployment model | cloud | |
| Serving modes | both | |
| Hybrid search | Yes | |
| Metadata filtering | Yes | |
| Deployment regions | multi-region | |
| Maximum dimensions | 1,024 dimensions |
Listed together in Best Model Registry Software