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Opik vs Ragas

Opik: Open source platform for tracing and evaluating AI agents Ragas: Open source framework for testing LLM and RAG applications

Comparison of Opik, Ragas
Opik
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Ragas
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CategoryLLM OpsLLM Ops
PricingOpen sourceFree tier and enterprise planOpen source
Platforms
  • Web
  • API
–
Best for
  • ML engineers
  • Agent developers
  • QA teams
  • ML engineers
  • Developers
  • Research teams
Highlights
  • Trace each step an agent takes, from retrieval to tool calls
  • LLM-as-a-judge evaluations on traces
  • Expert annotation of traces
  • Score RAG pipelines with built-in metrics
  • Generate synthetic test data for evaluations
  • Run evaluation workflows during development
GitHub stars23.2k16.3k
Last update2 days ago8 months ago

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