About Evidently AI
Evidently AI is an open-source library and platform for evaluating, testing, and monitoring machine learning and LLM systems. It offers 100+ built-in metrics, drift detection, interactive reports and a platform for no-code/CI-driven evaluations and production monitoring.
Key Features
- Open-source evaluation library — 100+ built-in metrics for data, model and LLM evaluation
- Drift detection & monitoring — feature, target and prediction drift checks with visual reports
- Interactive reports & dashboards — Jupyter/HTML/Streamlit reports and platform UI
- Platform features — dataset management, tracing, synthetic data, and CI/continuous tests
Use Cases & Best For
Data scientists and ML engineers who want an open-source evaluation library and visual reports
Teams integrating evaluation and drift checks into CI/CD or production monitoring workflows
About Model Evaluation
Test and evaluate AI models