HumanloopvsGalileo
Prompt management, A/B testing, and evals for production LLM apps versus Real-time LLM evaluation with sub-200ms guardrail models
Compare interactively in Explore →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
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
Side-by-side comparison
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.
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).
Only Humanloop (3)
Only Galileo (5)
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