Evidently AI

Evidently AI is an open-source library for evaluating, testing, and monitoring both traditional ML models and LLM applications, generating visual reports on data drift, model performance, and output quality. It supports both one-off batch testing and ongoing production monitoring, covering the 'does this model still work' check teams tend to run both before and after deployment.