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MLflow vs Traceloop

MLflow: Open source platform for tracking and evaluating AI models Traceloop: Monitoring and evals for LLM apps, built on OpenTelemetry

Comparison of MLflow, Traceloop
MLflow
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Traceloop
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CategoryMLOpsLLM Ops
PricingOpen source–
Platforms
  • API
  • Web
Best for
  • ML engineers
  • Data scientists
  • AI developers
  • Engineering teams
  • Platform teams
  • Enterprise teams
Highlights
  • 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
  • Add tracing to an LLM app with a few lines of code
  • Built-in checks for faithfulness and relevance
  • Custom evaluators trained on annotated examples
GitHub stars28.7k7.5k
Last update2 days ago3 days ago

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