
DeepEval
8.3#1 in llm evaluation toolsFrom $200 a monthFree planWebAPILinuxmacOS
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| Fact | DeepEval | HoneyHive |
|---|---|---|
| Headquarters | San Francisco, California, United States | Brooklyn, New York, United States |
| Integrations | Listed 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-hosting | Confident 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 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.
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.