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Metaflow vs Weights & Biases

Metaflow: Open source Python framework for real-life ML projects Weights & Biases: Platform for tracking machine learning runs and AI app traces

Comparison of Metaflow, Weights & Biases
Metaflow
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Weights & Biases
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CategoryMLOpsML Platforms
PricingOpen sourceFreemium
Platforms–
  • Web
  • iOS
Best for
  • Data scientists
  • ML engineers
  • Data teams
  • ML engineers
  • AI teams
  • Enterprises
Highlights
  • Write workflows in plain Python
  • Run steps locally, then scale to the cloud
  • Track and version data between steps automatically
  • Track training runs and metrics
  • Compare experiments side by side
  • Trace LLM calls and agent steps with Weave
GitHub stars10.3k–
Last update2 days ago–

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