Best Valohai Alternatives in 2026
Updated
20 apps from ML experiment tracking software ranked against Valohai on the same published basis.
- 1Valohai vs Comet
- 2Valohai vs Weights & Biases
- 3Valohai vs ClearML
- 4Valohai vs TensorBoard
- 5Valohai vs ZenML
- 6Valohai vs MLRun
- 7Valohai vs Trackio
- 8Valohai vs GitLab Package Registry
- 9Valohai vs Hopsworks AI Lakehouse
- 10Valohai vs Amazon SageMaker Autopilot
- 11Valohai vs DagsHub
- 12Valohai vs Databricks Notebooks
- 13Valohai vs Metaflow
- 14Valohai vs InstantML
- 15Valohai vs Guild AI
- 16Valohai vs OpenML
- 17Valohai vs DVCLive
- 18Valohai vs MLflow GenAI Evaluation
- 19Valohai vs Polyaxon
- 20Valohai vs Snowflake CoCo
Valohai alternatives compared
| # | App | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Comet | 7.4 | Free plan | $19/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Weights & Biases | 7.4 | Free plan | $60/mo | API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 3 | ClearML | 7.2 | Free plan | $15/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | TensorBoard | 7.2 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 5 | ZenML | 7.2 | Free plan | $999/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 6 | MLRun | 7.1 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 7 | Trackio | 7.1 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | GitLab Package Registry | 7.0 | Free plan | $2.42/mo | API, Linux, self-hosted, Web |
| 9 | Hopsworks AI Lakehouse | 7.0 | Free plan | Free | API, Linux, self-hosted, Web |
| 10 | Amazon SageMaker Autopilot | 6.9 | No | — | API, Web |
| 11 | DagsHub | 6.9 | Free plan | $99/mo | API, self-hosted, Web |
| 12 | Databricks Notebooks | 6.9 | Free plan | Free | Web |
| 13 | Metaflow | 6.9 | Free plan | Free | API, Linux, Mac, self-hosted, Web |
| 14 | InstantML | 6.8 | Free plan | $199/mo | API, Web |
| 15 | Guild AI | 6.7 | No | — | Linux, Mac, Web, Windows |
| 16 | OpenML | 6.7 | Free plan | Free | API, Web |
| 17 | DVCLive | 6.6 | Free plan | Free | API |
| 18 | MLflow GenAI Evaluation | 6.6 | Free plan | Free | API, self-hosted, Web |
| 19 | Polyaxon | 6.6 | Free plan | Free | API, self-hosted, Web |
| 20 | Snowflake CoCo | 6.5 | No | — | API, Linux, Mac, Web, Windows |
Make your app an alternative to Valohai
See the priceThe sponsored alternative slot on this page is labelled Sponsored.
Questions about Valohai alternatives
What is the best alternative to Valohai?
Comet, number 1 in ML experiment tracking software with a score of 7.4 out of 10. The others here: Weights & Biases, ClearML, TensorBoard and 16 more.
What is the best free alternative to Valohai?
Comet is the best-ranked alternative with a free plan. 17 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: documentation depth, a free tier and the platforms it runs on.