Best OpenML Alternatives in 2026
Updated
20 apps from ML experiment tracking software ranked against OpenML on the same published basis.
- 1OpenML vs Comet
- 2OpenML vs Weights & Biases
- 3OpenML vs ClearML
- 4OpenML vs MLRun
- 5OpenML vs TensorBoard
- 6OpenML vs Trackio
- 7OpenML vs ZenML
- 8OpenML vs GitLab Package Registry
- 9OpenML vs Hopsworks AI Lakehouse
- 10OpenML vs Metaflow
- 11OpenML vs Amazon SageMaker Autopilot
- 12OpenML vs DagsHub
- 13OpenML vs Databricks Notebooks
- 14OpenML vs MLflow GenAI Evaluation
- 16OpenML vs Polyaxon
- 17OpenML vs Guild AI
- 18OpenML vs FastTrackML
- 19OpenML vs Oríon
- 20OpenML vs LUML Flow
- 21OpenML vs Sacred
OpenML 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 |
| 9 | Hopsworks AI Lakehouse | 6.5 | Free plan | Free | API, Linux, self-hosted, Web |
| 10 | Metaflow | 6.5 | Free plan | Free | API, Linux, Mac, self-hosted, Web |
| 11 | Amazon SageMaker Autopilot | 6.4 | No | — | API, Web |
| 12 | DagsHub | 6.4 | Free plan | $99/mo | API, self-hosted, Web |
| 13 | Databricks Notebooks | 6.4 | Free plan | Free | Web |
| 14 | MLflow GenAI Evaluation | 6.3 | Free plan | Free | API, self-hosted, Web |
| 16 | Polyaxon | 6.3 | Free plan | Free | API, self-hosted, Web |
| 17 | Guild AI | 5.7 | No | — | Linux, Mac, Web, Windows |
| 18 | FastTrackML | 5.5 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 19 | Oríon | 5.5 | No | — | Linux, Mac, Windows |
| 20 | LUML Flow | 5.4 | No | — | — |
| 21 | Sacred | 5.3 | No | — | Linux, self-hosted |
Make your app an alternative to OpenML
See the priceThe sponsored alternative slot on this page is labelled Sponsored.
Questions about OpenML alternatives
What is the best alternative to OpenML?
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 OpenML?
Comet is the best-ranked alternative with a free plan. 14 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.