Best Hopsworks AI Lakehouse Alternatives in 2026
Updated
20 apps from ML experiment tracking software ranked against Hopsworks AI Lakehouse on the same published basis.
- 1Hopsworks AI Lakehouse vs Comet
- 2Hopsworks AI Lakehouse vs Weights & Biases
- 3Hopsworks AI Lakehouse vs ClearML
- 4Hopsworks AI Lakehouse vs MLRun
- 5Hopsworks AI Lakehouse vs TensorBoard
- 6Hopsworks AI Lakehouse vs Trackio
- 7Hopsworks AI Lakehouse vs ZenML
- 8Hopsworks AI Lakehouse vs GitLab Package Registry
- 10Hopsworks AI Lakehouse vs Metaflow
- 11Hopsworks AI Lakehouse vs Rubicon-ML
- 12Hopsworks AI Lakehouse vs Amazon SageMaker Autopilot
- 13Hopsworks AI Lakehouse vs DagsHub
- 14Hopsworks AI Lakehouse vs Databricks Notebooks
- 15Hopsworks AI Lakehouse vs InstantML
- 16Hopsworks AI Lakehouse vs Lamin
- 17Hopsworks AI Lakehouse vs mlop
- 18Hopsworks AI Lakehouse vs DVCLive
- 19Hopsworks AI Lakehouse vs MLflow GenAI Evaluation
- 20Hopsworks AI Lakehouse vs ModelDB
- 21Hopsworks AI Lakehouse vs OpenML
Hopsworks AI Lakehouse alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Comet | 6.7 | Free plan | $19/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Weights & Biases | 6.7 | Free plan | $60/mo | API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 3 | ClearML | 6.6 | Free plan | $15/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | MLRun | 6.6 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 5 | TensorBoard | 6.6 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 6 | Trackio | 6.6 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 7 | ZenML | 6.6 | Free plan | $999/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | GitLab Package Registry | 6.5 | Free plan | $2.42/mo | API, Linux, self-hosted, Web |
| 10 | Metaflow | 6.5 | Free plan | Free | API, Linux, Mac, self-hosted, Web |
| 11 | Rubicon-ML | 6.5 | Free plan | Free | API, Linux, self-hosted, Web |
| 12 | Amazon SageMaker Autopilot | 6.4 | API, Web | ||
| 13 | DagsHub | 6.4 | Free plan | $99/mo | API, self-hosted, Web |
| 14 | Databricks Notebooks | 6.4 | Free plan | Android, API, Linux, Mac, Web, Windows | |
| 15 | InstantML | 6.4 | Free plan | $199/mo | API, Web |
| 16 | Lamin | 6.4 | Free plan | $20/mo | API, self-hosted, Web |
| 17 | mlop | 6.4 | Free plan | Free | self-hosted, Web |
| 18 | DVCLive | 6.3 | Free plan | Free | API |
| 19 | MLflow GenAI Evaluation | 6.3 | Free plan | Free | API, self-hosted, Web |
| 20 | ModelDB | 6.3 | Free plan | Free | API, self-hosted, Web |
| 21 | OpenML | 6.3 | Free plan | Free | API, Web |
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Questions about Hopsworks AI Lakehouse alternatives
What is the best alternative to Hopsworks AI Lakehouse?
Comet, number 1 in ML experiment tracking software with a score of 6.7 out of 10. The others here: Weights & Biases, ClearML, MLRun and 16 more.
What is the best free alternative to Hopsworks AI Lakehouse?
Comet is the best-ranked alternative with a free plan. 19 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.