Best Auto-PyTorch Alternatives in 2026
Updated
20 apps from AutoML software ranked against Auto-PyTorch on the same published basis.
- 1Auto-PyTorch vs BigML
- 2Auto-PyTorch vs AutoGluon
- 3Auto-PyTorch vs JADBio
- 4Auto-PyTorch vs FEDOT
- 5Auto-PyTorch vs FLAML
- 6Auto-PyTorch vs LightAutoML
- 8Auto-PyTorch vs DataRobot
- 9Auto-PyTorch vs H2O Driverless AI
- 10Auto-PyTorch vs Lale
- 11Auto-PyTorch vs Pecan AI
- 12Auto-PyTorch vs Amazon SageMaker Autopilot
- 13Auto-PyTorch vs Akkio
- 14Auto-PyTorch vs EvalML
- 15Auto-PyTorch vs AutoKeras
- 16Auto-PyTorch vs MLJAR AutoML
- 17Auto-PyTorch vs Obviously AI
- 18Auto-PyTorch vs dotData Enterprise
- 19Auto-PyTorch vs auto-sklearn
- 20Auto-PyTorch vs Oracle Machine Learning Notebooks
- 21Auto-PyTorch vs Kubeflow Notebooks
Auto-PyTorch alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | BigML | 8.0 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 2 | AutoGluon | 7.7 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 3 | JADBio | 7.7 | Free plan | $183.25/mo | API, self-hosted, Web |
| 4 | FEDOT | 7.6 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 5 | FLAML | 7.3 | No | — | API, Linux, Mac, self-hosted, Windows |
| 6 | LightAutoML | 7.2 | Free plan | Free | Linux, Mac, self-hosted, Web, Windows |
| 8 | DataRobot | 6.9 | No | — | Web |
| 9 | H2O Driverless AI | 6.7 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 10 | Lale | 6.4 | No | — | API, Linux, Mac, Windows |
| 11 | Pecan AI | 6.3 | No | — | Web |
| 12 | Amazon SageMaker Autopilot | 6.3 | No | — | API, Web |
| 13 | Akkio | 6.2 | No | — | API, self-hosted, Web |
| 14 | EvalML | 6.2 | No | — | API, Linux, Mac, self-hosted, Windows |
| 15 | AutoKeras | 6.1 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 16 | MLJAR AutoML | 6.0 | No | — | Web |
| 17 | Obviously AI | 5.7 | No | — | Web |
| 18 | dotData Enterprise | 5.7 | No | — | Web |
| 19 | auto-sklearn | 5.2 | No | — | Linux |
| 20 | Oracle Machine Learning Notebooks | 4.9 | No | — | Web |
| 21 | Kubeflow Notebooks | 4.8 | No | — | Web |
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Questions about Auto-PyTorch alternatives
What is the best alternative to Auto-PyTorch?
BigML, number 1 in AutoML software with a score of 8.0 out of 10. The others here: AutoGluon, JADBio, FEDOT and 16 more.
What is the best free alternative to Auto-PyTorch?
BigML is the best-ranked alternative with a free plan. 6 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation.