Side by side
AutoGluon vs PyCaret
Both stand on predictive analytics software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
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 AutoGluon Free plan Open source APILinuxMac+3
PyCaret brings several machine-learning workflows into a low-code Python tool, with pipelines and optional serving components. Existing code using the 3.x module-level functional API may need to stay on 3.x; the FAQ recommends 4.0 for new work.
Visit PyCaretThe facts
| AutoGluon | PyCaret | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Yes |
| Runs on | Linux, Mac, Self-hosted, Windows | API, Linux, Mac, Self-hosted, Web, Windows |
| Lowest paid plan | Free or on request | Free or on request |
| Plans published | 1 | 2 |
| Maker | Not published | Not published |
| Website | auto.gluon.ai | pycaret.org |
| On predictive analytics software | #3 of 37 | #1 of 37 |
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
PyCaret: what it does well
- Covers classification, regression, clustering, and more.
- Supports model comparison, tuning, and prediction.
- Fitted outputs can be portable pipelines.
- Free and MIT-licensed.
What to know first
- GPU estimators require relevant libraries.
- Dashboard and other dependencies are optional extras.
- The 4.0 release removes the 3.x module-level functional API.
Alternatives to AutoGluon Alternatives to PyCaret The whole list