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DeepEval vs HoneyHive

DeepEval logo

DeepEval

8.3#1 in llm evaluation toolsFrom $200 a month
Free planWebAPILinuxmacOS
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HoneyHive logo

HoneyHive

6.4#17 in ai llm evaluation toolsFree plan
Free planWebAPISelf-hosted
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What both publish

FactDeepEvalHoneyHive
HeadquartersSan Francisco, California, United StatesBrooklyn, New York, United States
IntegrationsListed integrations include LangChain, Pydantic AI, OpenAI Agents, LangGraph, AWS AgentCore, Strands, Google ADK, LlamaIndex, and CrewAI.HoneyHive documents integrations for agent frameworks and platforms including LangChain, LangGraph, CrewAI, OpenAI Agents SDK, and Microsoft Copilot Studio.
Self-hostingConfident AI's enterprise service can be deployed on the customer's own infrastructure or used in the vendor cloud.Self-hosted deployments place both the control plane and data plane in the customer's environment and are managed by HoneyHive.

DeepEval plans

  • DeepEvalFree
  • FreeFree
  • Starter$200 a month
  • Team$2,000 a month
  • EnterprisePriced on request

HoneyHive plans

  • DeveloperFree
  • EnterprisePriced on request

Pick DeepEval if…

DeepEval suits developers building repeatable AI evaluations in Python or CI/CD, especially those testing multiple modalities or agent workflows. Its free OS offering is for pre-production testing rather than production evaluation.

Pick HoneyHive if…

HoneyHive is aimed at AI platform teams, AI engineers, domain experts, and risk and governance teams evaluating agents in production. The Developer plan may suit smaller teams that fit its event, user, workspace, and retention limits.

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