Best Oríon Alternatives in 2026
Updated
20 platforms from ML experiment tracking software ranked against Oríon on the same published basis.
- 1Oríon vs Comet
- 2Oríon vs Weights & Biases
- 3Oríon vs GitLab Package Registry
- 4Oríon vs MLRun
- 5Oríon vs Amazon SageMaker Autopilot
- 6Oríon vs DagsHub
- 7Oríon vs ClearML
- 8Oríon vs Trackio
- 9Oríon vs Hopsworks AI Lakehouse
- 10Oríon vs Databricks Notebooks
- 11Oríon vs Snowflake CoCo
- 12Oríon vs TensorBoard
- 13Oríon vs ZenML
- 14Oríon vs MLflow GenAI Evaluation
- 15Oríon vs Polyaxon
- 16Oríon vs Guild AI
- 17Oríon vs OpenML
- 18Oríon vs Valohai
- 19Oríon vs FastTrackML
- 20Oríon vs LUML Flow
Oríon alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Comet | 8.0 | Free plan | $19/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Weights & Biases | 8.0 | Free plan | $60/mo | API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 3 | GitLab Package Registry | 7.7 | Free plan | $2.42/mo | API, Linux, self-hosted, Web |
| 4 | MLRun | 7.7 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 5 | Amazon SageMaker Autopilot | 7.6 | No | — | API, Web |
| 6 | DagsHub | 7.6 | Free plan | $99/mo | API, self-hosted, Web |
| 7 | ClearML | 7.3 | Free plan | $15/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | Trackio | 7.2 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 9 | Hopsworks AI Lakehouse | 7.1 | Free plan | Free | API, Linux, self-hosted, Web |
| 10 | Databricks Notebooks | 7.0 | Free plan | Free | Web |
| 11 | Snowflake CoCo | 7.0 | No | — | API, Linux, Mac, Web, Windows |
| 12 | TensorBoard | 7.0 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 13 | ZenML | 7.0 | Free plan | $999/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 14 | MLflow GenAI Evaluation | 6.8 | Free plan | Free | API, self-hosted, Web |
| 15 | Polyaxon | 6.8 | Free plan | Free | API, self-hosted, Web |
| 16 | Guild AI | 6.7 | No | — | Linux, Mac, Web, Windows |
| 17 | OpenML | 6.7 | Free plan | Free | API, Web |
| 18 | Valohai | 6.7 | No | — | API, Linux, self-hosted, Web |
| 19 | FastTrackML | 6.4 | No | — | API, Linux, Mac, self-hosted, Web, Windows |
| 20 | LUML Flow | 6.4 | No | — | — |
Make your platform an alternative to Oríon
See the priceThe sponsored alternative slot on this page is labelled and never changes the order above.
Questions about Oríon alternatives
What is the best alternative to Oríon?
Comet, number 1 in ML experiment tracking software with a score of 8.0 out of 10. The others here: Weights & Biases, GitLab Package Registry, MLRun and 16 more.
What is the best free alternative to Oríon?
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 on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on. Paid placements never change a rank.