Best H2O.ai Alternatives in 2026
Updated
20 platforms from data science platforms ranked against H2O.ai on the same published basis.
- 1H2O.ai vs Paperspace Gradient
- 2H2O.ai vs Datalore
- 3H2O.ai vs Google Colab
- 4H2O.ai vs Hex
- 5H2O.ai vs Amazon SageMaker Autopilot
- 6H2O.ai vs Deepnote
- 7H2O.ai vs Cloudera Data Lake Service
- 9H2O.ai vs C3 AI Demand Planning
- 10H2O.ai vs DataRobot
- 11H2O.ai vs Snowflake CoCo
- 12H2O.ai vs Siemens Building X
- 13H2O.ai vs Anaconda Notebooks
- 14H2O.ai vs KNIME Analytics Platform
- 15H2O.ai vs ML Workspace
- 16H2O.ai vs MLJAR Studio
- 17H2O.ai vs NVIDIA ShadowPlay
- 18H2O.ai vs JupyterLab
- 19H2O.ai vs KEEL
- 20H2O.ai vs NETVIBES
- 21H2O.ai vs Glycerine Workbench
H2O.ai alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Paperspace Gradient | 7.4 | Free plan | $8/mo | API, Linux, Mac, Web, Windows |
| 2 | Datalore | 7.3 | Free plan | — | API, Linux, self-hosted, Web |
| 3 | Google Colab | 7.3 | Free plan | — | API, Browser, Web |
| 4 | Hex | 7.3 | Free plan | $36/mo | API, Web |
| 5 | Amazon SageMaker Autopilot | 7.2 | No | — | API, Web |
| 6 | Deepnote | 7.2 | Free plan | $3,920/mo | API, Browser, Linux, Mac, self-hosted, Web, Windows |
| 7 | Cloudera Data Lake Service | 6.9 | No | — | API, Web |
| 9 | C3 AI Demand Planning | 6.8 | No | — | API, self-hosted, Web |
| 10 | DataRobot | 6.7 | No | — | API, Linux, self-hosted, Web |
| 11 | Snowflake CoCo | 6.7 | No | — | API, Linux, Mac, Web, Windows |
| 12 | Siemens Building X | 6.6 | No | — | Android, API, iOS, Linux, Mac, Web, Windows |
| 13 | Anaconda Notebooks | 5.9 | Free plan | $15/mo | Web |
| 14 | KNIME Analytics Platform | 5.9 | Free plan | — | Linux, Mac, Windows |
| 15 | ML Workspace | 5.9 | Free plan | Free | Linux, Mac, self-hosted, Web, Windows |
| 16 | MLJAR Studio | 5.9 | Free plan | $20/mo | Linux, Mac, self-hosted, Windows |
| 17 | NVIDIA ShadowPlay | 5.9 | Free plan | Free | Windows |
| 18 | JupyterLab | 5.8 | Free plan | Free | Linux, Mac, self-hosted, Web |
| 19 | KEEL | 5.8 | Free plan | Free | Linux, Mac, Windows |
| 20 | NETVIBES | 5.6 | No | — | Android, iOS, self-hosted, Web |
| 21 | Glycerine Workbench | 5.4 | No | A$15/mo | Web |
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Questions about H2O.ai alternatives
What is the best alternative to H2O.ai?
Paperspace Gradient, number 1 in data science platforms with a score of 7.4 out of 10. The others here: Datalore, Google Colab, Hex and 16 more.
What is the best free alternative to H2O.ai?
Paperspace Gradient is the best-ranked alternative with a free plan. 12 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.