Best LightAutoML Alternatives in 2026
Updated
20 tools from AutoML software ranked against LightAutoML on the same published basis.
- 1LightAutoML vs BigML
- 2LightAutoML vs JADBio
- 3LightAutoML vs Amazon SageMaker Autopilot
- 4LightAutoML vs FEDOT
- 5LightAutoML vs AutoKeras
- 7LightAutoML vs Siemens Building X
- 8LightAutoML vs AutoGluon
- 9LightAutoML vs H2O Driverless AI
- 10LightAutoML vs SAS Visual Statistics
- 11LightAutoML vs Auto-PyTorch
- 12LightAutoML vs EvalML
- 13LightAutoML vs FLAML
- 14LightAutoML vs Lale
- 15LightAutoML vs DataRobot
- 16LightAutoML vs Akkio
- 17LightAutoML vs GAMA
- 18LightAutoML vs Oracle PeopleSoft Campus Solutions Financial Aid
- 19LightAutoML vs dotData Enterprise
- 20LightAutoML vs Obviously AI
- 21LightAutoML vs Pecan AI
LightAutoML alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | BigML | 7.3 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 2 | JADBio | 7.3 | Free plan | $183.25/mo | API, self-hosted, Web |
| 3 | Amazon SageMaker Autopilot | 7.2 | No | — | API, Web |
| 4 | FEDOT | 7.2 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 5 | AutoKeras | 7.1 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 7 | Siemens Building X | 7.0 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 8 | AutoGluon | 6.9 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 9 | H2O Driverless AI | 6.9 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 10 | SAS Visual Statistics | 6.9 | No | — | self-hosted, Web |
| 11 | Auto-PyTorch | 6.8 | Free plan | Free | Linux, self-hosted |
| 12 | EvalML | 6.8 | No | — | API, Linux, Mac, self-hosted, Windows |
| 13 | FLAML | 6.8 | No | — | API, Linux, Mac, self-hosted, Windows |
| 14 | Lale | 6.8 | No | — | API, Linux, Mac, Windows |
| 15 | DataRobot | 6.7 | No | — | API, Linux, self-hosted, Web |
| 16 | Akkio | 6.6 | No | — | API, self-hosted, Web |
| 17 | GAMA | 6.2 | No | — | Linux, Mac, Windows |
| 18 | Oracle PeopleSoft Campus Solutions Financial Aid | 6.2 | No | — | Web, Windows |
| 19 | dotData Enterprise | 5.9 | No | — | Web |
| 20 | Obviously AI | 5.4 | No | — | Web |
| 21 | Pecan AI | 5.4 | No | — | Web |
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Questions about LightAutoML alternatives
What is the best alternative to LightAutoML?
BigML, number 1 in AutoML software with a score of 7.3 out of 10. The others here: JADBio, Amazon SageMaker Autopilot, FEDOT and 16 more.
What is the best free alternative to LightAutoML?
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 on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.