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/phoenix

Detailed 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.

OSS Alternative

Explore the best open source alternatives to commercial software.

© 2026 OSS Alternative. hotgithub.com - All rights reserved.