Best GAMA Alternatives in 2026
Updated
20 apps from AutoML software ranked against GAMA on the same published basis.
- 1GAMA vs Siemens Building X
- 2GAMA vs FEDOT
- 3GAMA vs Amazon SageMaker Autopilot
- 4GAMA vs Auto-PyTorch
- 5GAMA vs BigML
- 6GAMA vs JADBio
- 7GAMA vs AutoGluon
- 8GAMA vs AutoKeras
- 9GAMA vs LightAutoML
- 10GAMA vs EvalML
- 11GAMA vs FLAML
- 12GAMA vs Lale
- 13GAMA vs Akkio
- 14GAMA vs DataRobot
- 15GAMA vs SAS Visual Statistics
- 16GAMA vs dotData Enterprise
- 18GAMA vs H2O Driverless AI
- 19GAMA vs Oracle PeopleSoft Campus Solutions Financial Aid
- 20GAMA vs SAS Advanced Analytics
- 21GAMA vs Obviously AI
GAMA alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Siemens Building X | 6.9 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 2 | FEDOT | 6.4 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 3 | Amazon SageMaker Autopilot | 6.3 | No | — | API, Web |
| 4 | Auto-PyTorch | 6.3 | Free plan | Free | Linux, self-hosted |
| 5 | BigML | 6.3 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 6 | JADBio | 6.3 | Free plan | $183.25/mo | API, self-hosted, Web |
| 7 | AutoGluon | 6.2 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 8 | AutoKeras | 6.2 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 9 | LightAutoML | 6.2 | Free plan | Free | Linux, Mac, self-hosted, Web, Windows |
| 10 | EvalML | 5.8 | No | — | API, Linux, Mac, self-hosted, Windows |
| 11 | FLAML | 5.7 | No | — | API, Linux, Mac, self-hosted, Windows |
| 12 | Lale | 5.7 | No | — | API, Linux, Mac, Windows |
| 13 | Akkio | 5.6 | No | — | API, self-hosted, Web |
| 14 | DataRobot | 5.6 | No | — | API, Linux, self-hosted, Web |
| 15 | SAS Visual Statistics | 5.6 | No | — | self-hosted, Web |
| 16 | dotData Enterprise | 5.4 | No | — | API, self-hosted, Web |
| 18 | H2O Driverless AI | 5.3 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 19 | Oracle PeopleSoft Campus Solutions Financial Aid | 5.3 | No | — | Web, Windows |
| 20 | SAS Advanced Analytics | 5.1 | No | — | — |
| 21 | Obviously AI | 5.0 | Free plan | Free | Web |
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Questions about GAMA alternatives
What is the best alternative to GAMA?
Siemens Building X, number 1 in AutoML software with a score of 6.9 out of 10. The others here: FEDOT, Amazon SageMaker Autopilot, Auto-PyTorch 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 mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation.