Best LightAutoML Alternatives in 2026
Updated
20 apps from AutoML software ranked against LightAutoML on the same published basis.
- 1LightAutoML vs FEDOT
- 3LightAutoML vs AutoGluon
- 4LightAutoML vs AutoKeras
- 5LightAutoML vs Amazon SageMaker Autopilot
- 6LightAutoML vs Auto-PyTorch
- 7LightAutoML vs BigML
- 8LightAutoML vs JADBio
- 9LightAutoML vs EvalML
- 10LightAutoML vs FLAML
- 11LightAutoML vs Lale
- 12LightAutoML vs GAMA
- 13LightAutoML vs Akkio
- 14LightAutoML vs Siemens Building X
- 15LightAutoML vs dotData Enterprise
- 16LightAutoML vs DataRobot
- 17LightAutoML vs Obviously AI
- 18LightAutoML vs Pecan AI
- 19LightAutoML vs SAS Visual Statistics
- 20LightAutoML vs MLJAR AutoML
- 21LightAutoML vs Oracle PeopleSoft Campus Solutions Financial Aid
LightAutoML alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | FEDOT | 6.6 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 3 | AutoGluon | 6.5 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 4 | AutoKeras | 6.5 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 5 | Amazon SageMaker Autopilot | 6.4 | No | — | API, Web |
| 6 | Auto-PyTorch | 6.4 | Free plan | Free | Linux, self-hosted |
| 7 | BigML | 6.4 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 8 | JADBio | 6.4 | Free plan | $183.25/mo | API, self-hosted, Web |
| 9 | EvalML | 5.6 | No | — | API, Linux, Mac, self-hosted, Windows |
| 10 | FLAML | 5.5 | No | — | API, Linux, Mac, self-hosted, Windows |
| 11 | Lale | 5.5 | No | — | API, Linux, Mac, Windows |
| 12 | GAMA | 5.4 | No | — | Linux, Mac, Windows |
| 13 | Akkio | 5.3 | No | — | API, self-hosted, Web |
| 14 | Siemens Building X | 5.3 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 15 | dotData Enterprise | 5.2 | No | — | Web |
| 16 | DataRobot | 5.1 | No | — | API, Linux, self-hosted, Web |
| 17 | Obviously AI | 5.1 | No | — | Web |
| 18 | Pecan AI | 5.1 | No | — | Web |
| 19 | SAS Visual Statistics | 5.1 | No | — | self-hosted, Web |
| 20 | MLJAR AutoML | 5.0 | No | — | Web |
| 21 | Oracle PeopleSoft Campus Solutions Financial Aid | 5.0 | No | — | Web, Windows |
Make your app an alternative to LightAutoML
See the priceThe sponsored alternative slot on this page is labelled Sponsored.
Questions about LightAutoML alternatives
What is the best alternative to LightAutoML?
FEDOT, number 1 in AutoML software with a score of 6.6 out of 10. The others here: AutoGluon, AutoKeras, Amazon SageMaker Autopilot and 16 more.
What is the best free alternative to LightAutoML?
FEDOT 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 free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.