Compare software

AimMLflow
Free

Free and open source under Apache-2.0; enterprise support is available from AimStack.

 Free

Free and open source.

Self-hosted, Command line Web, Self-hosted, Command line
  • Self-hosted, so experiment data stays with you
  • Handles tens of thousands of runs
  • Tracing built on OpenTelemetry, independent of LLM provider
  • 50+ built-in evaluation metrics and LLM judges
  • You run and maintain it yourself
  • Focused on tracking, not full MLOps
  • Broad feature set takes time to learn
  • Running it for a team means hosting and maintaining a server yourself
Downloadable app, Self-hosted Downloadable app, Self-hosted
Open source Open source
License: Apache-2.0 License: Apache-2.0
No account needed No account needed
Works offline Not stated if it works offline

Checked October 2, 2026

Checked September 26, 2026

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