Best Sacred Alternatives in 2026

20 apps from ML experiment tracking software ranked against Sacred on the same published basis.

  1. 1Sacred vs Comet
  2. 2Sacred vs Weights & Biases
  3. 3Sacred vs ClearML
  4. 4Sacred vs MLRun
  5. 5Sacred vs TensorBoard
  6. 6Sacred vs Trackio
  7. 7Sacred vs ZenML
  8. 8Sacred vs GitLab Package Registry
  9. 9Sacred vs Hopsworks AI Lakehouse
  10. 10Sacred vs Metaflow
  11. 11Sacred vs Amazon SageMaker Autopilot
  12. 12Sacred vs DagsHub
  13. 13Sacred vs Databricks Notebooks
  14. 14Sacred vs MLflow GenAI Evaluation
  15. 15Sacred vs OpenML
  16. 16Sacred vs Polyaxon
  17. 17Sacred vs Guild AI
  18. 18Sacred vs FastTrackML
  19. 19Sacred vs Oríon
  20. 20Sacred vs LUML Flow

Sacred alternatives compared

#AppScoreFree planFromRuns on
1Comet6.7Free plan$19/moAPI, Linux, Mac, self-hosted, Web, Windows
2Weights & Biases6.7Free plan$60/moAPI, iOS, Linux, Mac, self-hosted, Web, Windows
3ClearML6.6Free plan$15/moAPI, Linux, Mac, self-hosted, Web, Windows
4MLRun6.6Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
5TensorBoard6.6Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
6Trackio6.6Free planFreeAPI, Linux, Mac, self-hosted, Web, Windows
7ZenML6.6Free plan$999/moAPI, Linux, Mac, self-hosted, Web, Windows
8GitLab Package Registry6.5Free plan$2.42/moAPI, Linux, self-hosted, Web
9Hopsworks AI Lakehouse6.5Free planFreeAPI, Linux, self-hosted, Web
10Metaflow6.5Free planFreeAPI, Linux, Mac, self-hosted, Web
11Amazon SageMaker Autopilot6.4No—API, Web
12DagsHub6.4Free plan$99/moAPI, self-hosted, Web
13Databricks Notebooks6.4Free planFreeWeb
14MLflow GenAI Evaluation6.3Free planFreeAPI, self-hosted, Web
15OpenML6.3Free planFreeAPI, Web
16Polyaxon6.3Free planFreeAPI, self-hosted, Web
17Guild AI5.7No—Linux, Mac, Web, Windows
18FastTrackML5.5No—API, Linux, Mac, self-hosted, Web, Windows
19Oríon5.5No—Linux, Mac, Windows
20LUML Flow5.4No——
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Questions about Sacred alternatives

What is the best alternative to Sacred?

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 Sacred?

Comet is the best-ranked alternative with a free plan. 15 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.