Best LightAutoML Alternatives in 2026
Updated
20 platforms from AutoML software ranked against LightAutoML on the same published basis.
- 1LightAutoML vs BigML
- 2LightAutoML vs JADBio
- 3LightAutoML vs Amazon SageMaker Autopilot
- 4LightAutoML vs AutoKeras
- 5LightAutoML vs FEDOT
- 7LightAutoML vs Auto-PyTorch
- 8LightAutoML vs AutoGluon
- 9LightAutoML vs DataRobot
- 10LightAutoML vs SAS Visual Statistics
- 11LightAutoML vs Akkio
- 12LightAutoML vs H2O Driverless AI
- 13LightAutoML vs FLAML
- 14LightAutoML vs Lale
- 15LightAutoML vs EvalML
- 16LightAutoML vs Siemens Building X
- 17LightAutoML vs GAMA
- 18LightAutoML vs Oracle PeopleSoft Campus Solutions Financial Aid
- 19LightAutoML vs dotData Enterprise
- 20LightAutoML vs SAS Advanced Analytics
- 21LightAutoML vs Obviously AI
LightAutoML alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | BigML | 7.6 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 2 | JADBio | 7.6 | Free plan | $183.25/mo | API, self-hosted, Web |
| 3 | Amazon SageMaker Autopilot | 7.5 | No | — | API, Web |
| 4 | AutoKeras | 7.0 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 5 | FEDOT | 7.0 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 7 | Auto-PyTorch | 6.8 | Free plan | Free | Linux, self-hosted |
| 8 | AutoGluon | 6.8 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 9 | DataRobot | 6.8 | No | — | API, Linux, self-hosted, Web |
| 10 | SAS Visual Statistics | 6.8 | No | — | self-hosted, Web |
| 11 | Akkio | 6.7 | No | — | API, self-hosted, Web |
| 12 | H2O Driverless AI | 6.7 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 13 | FLAML | 6.5 | No | — | API, Linux, Mac, self-hosted, Windows |
| 14 | Lale | 6.5 | No | — | API, Linux, Mac, Windows |
| 15 | EvalML | 6.4 | No | — | API, Linux, Mac, self-hosted, Windows |
| 16 | Siemens Building X | 6.4 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 17 | GAMA | 6.0 | No | — | Linux, Mac, Windows |
| 18 | Oracle PeopleSoft Campus Solutions Financial Aid | 6.0 | No | — | Web, Windows |
| 19 | dotData Enterprise | 5.9 | No | — | Web |
| 20 | SAS Advanced Analytics | 5.5 | No | — | — |
| 21 | Obviously AI | 5.4 | Free plan | Free | Web |
Make your platform 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?
BigML, number 1 in AutoML software with a score of 7.6 out of 10. The others here: JADBio, Amazon SageMaker Autopilot, AutoKeras and 16 more.
What is the best free alternative to LightAutoML?
BigML is the best-ranked alternative with a free plan. 7 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.