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DVC vs Aim: catalog facts
DVCAim
Free

Free and open source.

Free

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

Windows, macOS, Linux, Command line Self-hosted, Command line
  • Git-like workflow for versioning data and models
  • Tracks machine learning experiments
  • Self-hosted, so experiment data stays with you
  • Handles tens of thousands of runs
  • Designed for smaller projects; large-scale data needs a different tool
  • Command-line focused, which requires familiarity with Git
  • You run and maintain it yourself
  • Focused on tracking, not full MLOps
Downloadable app Downloadable app, Self-hosted
Open source Open source
License not stated License: Apache-2.0
No account needed No account needed
Not stated if it works offline Works offline

Checked October 1, 2026

Checked October 2, 2026

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