GalileovsHumanloop
Real-time LLM evaluation with sub-200ms guardrail models versus Prompt management, A/B testing, and evals for production LLM apps
Compare interactively in Explore →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 Humanloop when…
- •managing prompts as production artifacts with version control
- •running A/B tests across different models and prompt variants
- •need human labeling and automated evals in one platform
Side-by-side comparison
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).
Humanloop
Humanloop is a platform for managing prompts, running experiments, and evaluating LLM outputs in production. It provides a prompt editor, version history, A/B testing across models, and human plus automated eval workflows — keeping your prompts in sync with your code.
Only Galileo (5)
Only Humanloop (3)
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