Best OpenML Alternatives in 2026
Updated
20 apps from ML experiment tracking software ranked against OpenML on the same published basis.
- 1OpenML vs Weights & Biases
- 2OpenML vs ClearML
- 3OpenML vs Comet
- 4OpenML vs Trackio
- 5OpenML vs DagsHub
- 6OpenML vs TensorBoard
- 8OpenML vs LUML Flow
- 9OpenML vs DVCLive
- 10OpenML vs InstantML
- 11OpenML vs Guild AI
- 12OpenML vs MLRun
- 13OpenML vs mlop
- 14OpenML vs Rubicon-ML
- 15OpenML vs Polyaxon
- 16OpenML vs ZenML
- 17OpenML vs Hopsworks AI Lakehouse
- 18OpenML vs LabML
- 19OpenML vs MLtraq
- 20OpenML vs MLXP
- 21OpenML vs MLflow GenAI Evaluation
OpenML alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Weights & Biases | 9.5 | Free plan | $60/mo | API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 2 | ClearML | 8.2 | Free plan | $15/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 3 | Comet | 8.2 | Free plan | $19/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Trackio | 7.9 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 5 | DagsHub | 7.9 | Free plan | $99/mo | API, self-hosted, Web |
| 6 | TensorBoard | 7.4 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | LUML Flow | 7.1 | No | — | — |
| 9 | DVCLive | 6.8 | No | — | — |
| 10 | InstantML | 6.7 | No | — | Web |
| 11 | Guild AI | 6.7 | No | — | Linux, Mac, Web, Windows |
| 12 | MLRun | 6.6 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 13 | mlop | 6.5 | No | — | Web |
| 14 | Rubicon-ML | 6.5 | No | — | Web |
| 15 | Polyaxon | 6.5 | Free plan | Free | API, self-hosted, Web |
| 16 | ZenML | 6.5 | Free plan | $999/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 17 | Hopsworks AI Lakehouse | 6.5 | Free plan | Free | API, Linux, self-hosted, Web |
| 18 | LabML | 6.1 | No | — | Web |
| 19 | MLtraq | 6.1 | No | — | — |
| 20 | MLXP | 6.0 | No | — | — |
| 21 | MLflow GenAI Evaluation | 6.0 | Free plan | Free | API, self-hosted, Web |
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Questions about OpenML alternatives
What is the best alternative to OpenML?
Weights & Biases, number 1 in ML experiment tracking software with a score of 9.5 out of 10. The others here: ClearML, Comet, Trackio and 16 more.
What is the best free alternative to OpenML?
Weights & Biases is the best-ranked alternative with a free plan. 11 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked mobile-first: a phone app alongside the web or desktop product, a free tier and the depth of its documentation.