Best GAMA Alternatives in 2026
Updated
20 apps from AutoML software ranked against GAMA on the same published basis.
- 1GAMA vs FEDOT
- 2GAMA vs LightAutoML
- 3GAMA vs AutoGluon
- 4GAMA vs AutoKeras
- 5GAMA vs Amazon SageMaker Autopilot
- 6GAMA vs Auto-PyTorch
- 7GAMA vs BigML
- 8GAMA vs JADBio
- 9GAMA vs Obviously AI
- 10GAMA vs EvalML
- 11GAMA vs FLAML
- 12GAMA vs Lale
- 13GAMA vs DataRobot
- 15GAMA vs Akkio
- 16GAMA vs Siemens Building X
- 17GAMA vs H2O Driverless AI
- 18GAMA vs Pecan AI
- 19GAMA vs SAS Visual Statistics
- 20GAMA vs dotData Enterprise
- 21GAMA vs MLJAR AutoML
GAMA alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | FEDOT | 6.6 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 2 | LightAutoML | 6.6 | Free plan | Free | Linux, Mac, self-hosted, Web, 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 | Obviously AI | 6.3 | Free plan | Free | Web |
| 10 | EvalML | 5.6 | No | — | API, Linux, Mac, self-hosted, Windows |
| 11 | FLAML | 5.5 | No | — | API, Linux, Mac, self-hosted, Windows |
| 12 | Lale | 5.5 | No | — | API, Linux, Mac, Windows |
| 13 | DataRobot | 5.4 | No | — | API, Linux, self-hosted, Web |
| 15 | Akkio | 5.3 | No | — | API, self-hosted, Web |
| 16 | Siemens Building X | 5.3 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 17 | H2O Driverless AI | 5.1 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 18 | Pecan AI | 5.1 | No | — | Web |
| 19 | SAS Visual Statistics | 5.1 | No | — | self-hosted, Web |
| 20 | dotData Enterprise | 5.0 | No | — | API, self-hosted, Web |
| 21 | MLJAR AutoML | 5.0 | No | — | Web |
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Questions about GAMA alternatives
What is the best alternative to GAMA?
FEDOT, number 1 in AutoML software with a score of 6.6 out of 10. The others here: LightAutoML, AutoGluon, AutoKeras and 16 more.
What is the best free alternative to GAMA?
FEDOT is the best-ranked alternative with a free plan. 8 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.