Amazon SageMaker Autopilot vs Ray Train
Amazon SageMaker Autopilot
7.3 #2 in ML Experiment Tracking Software
About Amazon SageMaker Autopilot| Amazon SageMaker Autopilot | Ray Train | |
|---|---|---|
| Free plan | No | Yes |
| Free trial | Yes | No |
| Paid from | — | Free |
| Open source | No | No |
| Platforms | api, Web | Linux, macOS, self-hosted, Windows |
| Free plan | No | Yes |
| Training mode | — | both |
| Deployment targets | — | multiple |
| GPU acceleration | — | Yes |
| Distributed training | — | Yes |
| Supported languages | — | Python |
Both are listed in Best Deep Learning Software. On Inferse, Amazon SageMaker Autopilot scores higher on our published basis.