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Galileo vs MLflow

Galileo: Platform for evaluating and monitoring generative AI apps MLflow: Open source platform for tracking and evaluating AI models

Comparison of Galileo, MLflow
Galileo
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MLflow
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CategoryLLM OpsMLOps
Pricing–Open source
Platforms
  • Web
  • API
Best for
  • Enterprise AI teams
  • ML engineers
  • Compliance teams
  • ML engineers
  • Data scientists
  • AI developers
Highlights
  • Build evaluation datasets from synthetic and live data
  • Built-in evals for RAG, agents and safety
  • Turn evals into guardrails for live traffic
  • 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 stars–28.7k
Last update–2 days ago

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