Evidently

Variations

This product is available in the build below. Open it for the operating system, cloud and version detail, or read its deployment guide.

Overview

Evidently is an open source platform for evaluating and monitoring machine learning models and data pipelines. It computes reports and test suites over your datasets to detect data drift, data quality issues and model performance decay, then renders them in an interactive web dashboard organised into projects, so teams can watch production data and model behaviour over time and catch regressions before they reach users.

Common uses

• Data drift and data quality monitoring
• Model performance and ML observability
• LLM and data pipeline evaluation