A LITTLE CONTEXT GOES A LONG WAY
Better questions. Better evaluations.
Practical guides to choosing tests, understanding scores, and making the next model decision with better evidence.
Guide
What is the difference between an eval and a benchmark?
Learn how evals and benchmarks relate, when to use each, and why their scores answer different questions.
Read the guideGuide
Getting started with All Evals
Choose a benchmark, inspect its scoring rules, and import it into your evaluation platform.
Read the guideGuide
What are AI benchmarks? A practical guide to comparing your own models
Choose public benchmarks for your next model decision, interpret scores correctly, and run comparisons in Langfuse without building each integration.
Read the guideGuide
What are AI evals, and what are they for?
A practical introduction to testing AI systems, comparing changes, and learning from failures.
Read the guideThese original guides include the Langfuse and Braintrust import workflow. For the new endpoint-based evaluation platform, start with the API quickstart. Catalog availability and source rights still apply.