Amazon SageMaker Autopilot vs EvalML
Amazon SageMaker Autopilot
6.7 #12 in ML Experiment Tracking Software
About Amazon SageMaker Autopilot| Amazon SageMaker Autopilot | EvalML | |
|---|---|---|
| Free plan | No | No |
| Free trial | Yes | No |
| Paid from | — | — |
| Open source | No | No |
| Platforms | api, Web | api, Linux, macOS, self-hosted, Windows |
| Free plan | No | Yes |
| Feature engineering | Yes | Yes |
| Automated model selection | Yes | Yes |
| Model explainability | Yes | Yes |
| Deployment options | real_time | — |
| Workflow interface | both | code |
| Hosting model | vendor_cloud | self_hosted |
Both are listed in Best AutoML Software. On Inferse, EvalML scores higher on our published basis.