Evidently AI

Open-source ML monitoring for production model health

Data & AnalyticsFreemium

Evidently AI is an open-source tool for monitoring machine learning models and data pipelines in production. It automatically generates visual reports on data drift, model performance degradation, and data quality issues — giving ML engineers early warning before model failures impact business outcomes. Evidently integrates with MLflow, Airflow, and CI/CD pipelines to run checks as part of automated workflows. The open-source library handles tabular data, NLP models, and LLM applications.

Key Features

• ✓Data drift detection
• ✓Model performance monitoring
• ✓Data quality reports
• ✓LLM evaluation
• ✓MLflow and Airflow integration
• ✓Open-source library