These tools competes with

DeepEvalvsGalileo

LLM evaluation framework — 14+ metrics versus Real-time LLM evaluation with sub-200ms guardrail models

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Choose DeepEval when…

•You want a pytest-style framework for LLM testing
•Unit-test-like evals for LLM outputs fit your workflow
•You need RAG-specific metrics like faithfulness and relevancy

Choose Galileo when…

•You need real-time LLM guardrails in your production pipeline
•You want eval models fast enough (<200ms) to run inline with inference
•You need hallucination and RAG quality scoring at production latency

Field

DeepEval

Galileo

DeepEval

Open-source evaluation framework with 14+ metrics including faithfulness, relevancy, and hallucination detection. Integrates with CI/CD.

Website ↗GitHub ↗

Galileo

LLM evaluation platform with evaluation models that run in under 200ms — fast enough to use as production guardrails, not just offline eval. Covers hallucination detection, RAG quality, and safety scoring. Distinct from Galileo AI (the UI design tool).

Website ↗