Best GAMA Alternatives in 2026
Updated
20 platforms from AutoML software ranked against GAMA on the same published basis.
- 1GAMA vs Amazon SageMaker Autopilot
- 2GAMA vs BigML
- 3GAMA vs FEDOT
- 4GAMA vs JADBio
- 5GAMA vs EvalML
- 6GAMA vs Lale
- 7GAMA vs Akkio
- 8GAMA vs FLAML
- 9GAMA vs DataRobot
- 10GAMA vs H2O Driverless AI
- 11GAMA vs Siemens Building X
- 12GAMA vs Auto-PyTorch
- 13GAMA vs AutoGluon
- 14GAMA vs AutoKeras
- 15GAMA vs LightAutoML
- 16GAMA vs SAS Visual Statistics
- 17GAMA vs dotData Enterprise
- 18GAMA vs Oracle PeopleSoft Campus Solutions Financial Aid
- 20GAMA vs Obviously AI
- 21GAMA vs Pecan AI
GAMA alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Amazon SageMaker Autopilot | 7.3 | No | — | API, Web |
| 2 | BigML | 7.3 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 3 | FEDOT | 7.3 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 4 | JADBio | 7.3 | Free plan | $183.25/mo | API, self-hosted, Web |
| 5 | EvalML | 6.9 | No | — | API, Linux, Mac, self-hosted, Windows |
| 6 | Lale | 6.9 | No | — | API, Linux, Mac, Windows |
| 7 | Akkio | 6.8 | No | — | API, self-hosted, Web |
| 8 | FLAML | 6.8 | No | — | API, Linux, Mac, self-hosted, Windows |
| 9 | DataRobot | 6.7 | No | — | API, Linux, self-hosted, Web |
| 10 | H2O Driverless AI | 6.6 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 11 | Siemens Building X | 6.6 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 12 | Auto-PyTorch | 5.9 | Free plan | Free | Linux, self-hosted |
| 13 | AutoGluon | 5.8 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 14 | AutoKeras | 5.8 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 15 | LightAutoML | 5.8 | Free plan | Free | Linux, Mac, self-hosted, Web, Windows |
| 16 | SAS Visual Statistics | 5.4 | No | — | self-hosted, Web |
| 17 | dotData Enterprise | 5.2 | No | — | API, self-hosted, Web |
| 18 | Oracle PeopleSoft Campus Solutions Financial Aid | 5.2 | No | — | Web, Windows |
| 20 | Obviously AI | 4.9 | Free plan | Free | Web |
| 21 | Pecan AI | 4.9 | No | — | Web |
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Questions about GAMA alternatives
What is the best alternative to GAMA?
Amazon SageMaker Autopilot, number 1 in AutoML software with a score of 7.3 out of 10. The others here: BigML, FEDOT, JADBio and 16 more.
What is the best free alternative to GAMA?
BigML 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 on what each maker publishes, open and connectable first: a public API, open-source code, the depth of its documentation and a free tier to try it on. Model lists are sorted by the figure in their title, exactly as each provider publishes it.