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HoneyHive

LLM Ops

Opik

LLM Ops

Popular to compare with HoneyHive

Comparison of HoneyHive, Opik
HoneyHive
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Opik
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CategoryLLM OpsLLM Ops
Pricing–Open sourceFree tier and enterprise plan
Platforms
  • Web
  • Web
  • API
Best for
  • Enterprise teams
  • Agent developers
  • Operations teams
  • ML engineers
  • Agent developers
  • QA teams
Highlights
  • Replay every step of an agent run
  • Trace long-running agents with retries and handoffs
  • Score live traffic and link scores to outcomes
  • Trace each step an agent takes, from retrieval to tool calls
  • LLM-as-a-judge evaluations on traces
  • Expert annotation of traces
GitHub stars–23.2k
Last update–2 days ago

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