Best auto-sklearn Alternatives in 2026
Updated
20 apps from predictive analytics software ranked against auto-sklearn on the same published basis.
- 1auto-sklearn vs ZebraDesigner
- 2auto-sklearn vs AutoGluon
- 3auto-sklearn vs KNIME Analytics Platform
- 4auto-sklearn vs Orange Data Mining
- 5auto-sklearn vs Weka
- 6auto-sklearn vs Amazon SageMaker Autopilot
- 7auto-sklearn vs BigML
- 8auto-sklearn vs FLAML
- 9auto-sklearn vs Neural Designer
- 10auto-sklearn vs DataRobot
- 11auto-sklearn vs RELEX Demand Planning
- 12auto-sklearn vs Siemens Building X
- 13auto-sklearn vs ToolsGroup Demand Planning
- 14auto-sklearn vs Zebra Workcloud Forecasting & Analysis
- 15auto-sklearn vs Aible
- 17auto-sklearn vs H2O Driverless AI
- 18auto-sklearn vs MLJAR AutoML
- 19auto-sklearn vs Peak
- 20auto-sklearn vs Pecan AI
- 21auto-sklearn vs PyCaret
auto-sklearn alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | ZebraDesigner | 6.6 | Free plan | Free | Android, iOS, Web, Windows |
| 2 | AutoGluon | 6.5 | Free plan | Free | Linux, Mac, self-hosted, Windows |
| 3 | KNIME Analytics Platform | 6.5 | Free plan | — | Linux, Mac, Windows |
| 4 | Orange Data Mining | 6.5 | Free plan | Free | Linux, Mac, Windows |
| 5 | Weka | 6.5 | Free plan | Free | API, Linux, Mac, Windows |
| 6 | Amazon SageMaker Autopilot | 6.4 | No | — | API, Web |
| 7 | BigML | 6.4 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 8 | FLAML | 5.6 | No | — | API, Linux, Mac, self-hosted, Windows |
| 9 | Neural Designer | 5.6 | No | $207.92/mo | Linux, Mac, Windows |
| 10 | DataRobot | 5.4 | No | — | API, Linux, self-hosted, Web |
| 11 | RELEX Demand Planning | 5.4 | No | — | Web |
| 12 | Siemens Building X | 5.3 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 13 | ToolsGroup Demand Planning | 5.3 | No | — | Web |
| 14 | Zebra Workcloud Forecasting & Analysis | 5.3 | No | — | Web |
| 15 | Aible | 5.2 | No | — | Web |
| 17 | H2O Driverless AI | 5.2 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 18 | MLJAR AutoML | 5.2 | No | — | Web |
| 19 | Peak | 5.2 | No | — | Web |
| 20 | Pecan AI | 5.2 | No | — | Web |
| 21 | PyCaret | 5.2 | Free plan | Free | API, self-hosted, Web |
Make your app an alternative to auto-sklearn
See the priceThe sponsored alternative slot on this page is labelled Sponsored.
Questions about auto-sklearn alternatives
What is the best alternative to auto-sklearn?
ZebraDesigner, number 1 in predictive analytics software with a score of 6.6 out of 10. The others here: AutoGluon, KNIME Analytics Platform, Orange Data Mining and 16 more.
What is the best free alternative to auto-sklearn?
ZebraDesigner 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 free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation.