Side by side
Amazon SageMaker Autopilot vs AutoGluon
Both stand on automl software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan APIWeb
Visit Amazon SageMaker Autopilot 
Free plan LinuxMacSelf-hosted+1
AutoGluon covers several machine-learning workflows in one open-source library, with automation for tabular modeling and forecasting. Check its Python requirements, macOS GPU limitation and cloud charges before choosing a deployment route.
Visit AutoGluonThe facts
| Amazon SageMaker Autopilot | AutoGluon | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | API, Web | Linux, Mac, Self-hosted, Windows |
| Lowest paid plan | Free or on request | Free or on request |
| Plans published | 5 | 1 |
| Maker | Not published | Not published |
| Website | aws.amazon.com | auto.gluon.ai |
| On automl software | #7 of 30 | #3 of 30 |
Amazon SageMaker Autopilot: what it does well
AutoGluon: what it does well
- Automates data cleaning and model selection
- Supports probabilistic time-series forecasts
- Documentation covers image, text and document tasks
- Apache 2.0 licensed and open source
What to know first
- GPU use is not supported on macOS
- Requires Python 3.10 through 3.13
- SageMaker compute and S3 storage are billed separately
Alternatives to Amazon SageMaker Autopilot Alternatives to AutoGluon The whole list