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Metaflow vs MLflow

Metaflow: Open source Python framework for real-life ML projects MLflow: Open source platform for tracking and evaluating AI models

Comparison of Metaflow, MLflow
Metaflow
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MLflow
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CategoryMLOpsMLOps
PricingOpen sourceOpen source
Platforms–
  • API
Best for
  • Data scientists
  • ML engineers
  • Data teams
  • ML engineers
  • Data scientists
  • AI developers
Highlights
  • Write workflows in plain Python
  • Run steps locally, then scale to the cloud
  • Track and version data between steps automatically
  • Traces of LLM apps and agents built on OpenTelemetry
  • Evaluations with 50+ built-in metrics and LLM judges
  • Prompt versioning and testing with lineage tracking
GitHub stars10.3k28.7k
Last update2 days ago2 days ago

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