Amazon SageMaker Autopilot vs AutoGluon
Amazon SageMaker Autopilot
6.7 #14 in ML Experiment Tracking Software
About Amazon SageMaker Autopilot| Amazon SageMaker Autopilot | AutoGluon | |
|---|---|---|
| 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 | — |
| Forecasting workflows | Yes | Yes |
| Model evaluation | Yes | Yes |
| Automated machine learning | Yes | Yes |
| Deployment mode | batch_and_real-time | batch |
| Time-series modeling | Yes | Yes |
| Data connectors | 50 | — |
| API access | Yes | Yes |
Both are listed in Best Predictive Analytics Software, Best AutoML Software. On Specifiction, AutoGluon scores higher on our published basis.