Compare software

ClearML vs ZenML: catalog facts
ClearMLZenML
Freemium

The open-source edition is free; the enterprise platform is sold through demos and sales.

Freemium

Open source and free to self-host, with a hosted offering that has a free start.

Web, Self-hosted Self-hosted, Command line
  • Open-source core that can be self-hosted
  • Experiment tracking, orchestration and serving in one platform
  • Pipelines are plain Python
  • Portable across orchestrators and clouds
  • Enterprise features require contacting sales
  • A large platform with a learning curve for small projects
  • Aimed at teams running ML in production, not casual users
  • Needs existing orchestration or cloud infrastructure to get the most from it
Self-hosted, Hosted service Downloadable app, Self-hosted, Hosted service
Open source Open source
License not stated License: Apache-2.0
Not stated if an account is needed Not stated if an account is needed
Not stated if it works offline Not stated if it works offline

Checked October 1, 2026

Checked September 26, 2026

Catalog facts only. Anything “not stated” is unconfirmed. Check full listings for details.