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Evaluations are a core feature of the Evidently library. It offers both a catalog of 100+ evals and a framework to easily configure yours. Before exploring, make sure know the core workflow: try an example for LLMs or ML.

All Descriptors

Text and LLM evals are here.

All Metrics

All data and ML evals.

All Presets

Pre-built evaluation templates.

LLM judges

How to create a custom LLM judge.

Data Drift

How to customize data drift detection.