These tools competes with

GalileovsPromptFoo

Real-time LLM evaluation with sub-200ms guardrail models versus CLI/library for prompt testing and red-teaming

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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

Choose PromptFoo when…

•You want CLI-first, config-driven LLM evals
•Running eval suites in CI/CD pipelines is a goal
•You need red-teaming and safety testing built in

Field

Galileo

PromptFoo

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).

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