Best H2O Driverless AI Alternatives in 2026
Updated
20 apps from predictive analytics software ranked against H2O Driverless AI on the same published basis.
- 1H2O Driverless AI vs ZebraDesigner
- 2H2O Driverless AI vs AutoGluon
- 3H2O Driverless AI vs KNIME Analytics Platform
- 4H2O Driverless AI vs Orange Data Mining
- 5H2O Driverless AI vs Weka
- 6H2O Driverless AI vs Aible
- 7H2O Driverless AI vs Amazon SageMaker Autopilot
- 8H2O Driverless AI vs BigML
- 9H2O Driverless AI vs Obviously AI
- 10H2O Driverless AI vs PyCaret
- 11H2O Driverless AI vs FLAML
- 12H2O Driverless AI vs Neural Designer
- 13H2O Driverless AI vs DataRobot
- 14H2O Driverless AI vs RELEX Demand Planning
- 15H2O Driverless AI vs Siemens Building X
- 16H2O Driverless AI vs ToolsGroup Demand Planning
- 17H2O Driverless AI vs Zebra Workcloud Forecasting & Analysis
- 18H2O Driverless AI vs auto-sklearn
- 20H2O Driverless AI vs MLJAR AutoML
- 21H2O Driverless AI vs Oracle WebCenter Content
H2O Driverless AI 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 | Aible | 6.4 | Free plan | $83.33/mo | self-hosted, Web |
| 7 | Amazon SageMaker Autopilot | 6.4 | No | — | API, Web |
| 8 | BigML | 6.4 | Free plan | $833.33/mo | API, Mac, self-hosted, Web |
| 9 | Obviously AI | 6.3 | Free plan | Free | Web |
| 10 | PyCaret | 6.3 | Free plan | Free | API, self-hosted, Web |
| 11 | FLAML | 5.6 | No | — | API, Linux, Mac, self-hosted, Windows |
| 12 | Neural Designer | 5.6 | No | $207.92/mo | Linux, Mac, Windows |
| 13 | DataRobot | 5.4 | No | — | API, Linux, self-hosted, Web |
| 14 | RELEX Demand Planning | 5.4 | No | — | Web |
| 15 | Siemens Building X | 5.3 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 16 | ToolsGroup Demand Planning | 5.3 | No | — | Web |
| 17 | Zebra Workcloud Forecasting & Analysis | 5.3 | No | — | Web |
| 18 | auto-sklearn | 5.2 | No | — | Linux |
| 20 | MLJAR AutoML | 5.2 | No | — | Web |
| 21 | Oracle WebCenter Content | 5.2 | No | — | Android, API, iOS, Linux, self-hosted, Web |
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Questions about H2O Driverless AI alternatives
What is the best alternative to H2O Driverless AI?
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 H2O Driverless AI?
ZebraDesigner is the best-ranked alternative with a free plan. 9 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.