AI/ML Observability Platform
9.3k 2026-04-13
Arize-ai/phoenix
An open-source platform for comprehensive AI/ML model observability, evaluation, and debugging.
Core Features
Comprehensive AI/ML Model Observability
Interactive Model Evaluation & Debugging
Performance Monitoring & Drift Detection
Data Quality & Integrity Checks
Quick Start
docker run -p 6006:6006 arizephoenix/phoenixDetailed Introduction
Arize Phoenix is an open-source platform dedicated to enhancing the reliability and performance of AI/ML models. It provides a robust suite of tools for comprehensive observability, enabling data scientists and ML engineers to effectively evaluate, debug, and monitor their models across the entire lifecycle. By offering deep insights into model behavior, data quality, and potential performance degradation, Phoenix empowers users to proactively identify issues, understand root causes, and ensure their AI systems operate optimally in production environments.