Shypd.aiThe largest open index of AI toolsMLflow is an open-source AI platform for managing the full lifecycle of AI agents, LLMs, and machine learning models. It offers robust experiment tracking, model evaluation, and deployment capabilities.
About
MLflow is a leading open-source AI engineering platform designed to streamline the development, deployment, and management of AI agents, large language models (LLMs), and traditional machine learning models. It provides comprehensive features for debugging, evaluating, monitoring, and optimizing AI applications, helping teams iterate faster and deliver high-quality AI. Key functionalities include production-grade observability with OpenTelemetry integration, systematic evaluation with over 50 built-in metrics and LLM judges, prompt management, and an AI Gateway for unified API access, cost control, and rate limiting. MLflow also supports model training, experiment tracking, hyperparameter tuning, and a model registry for managing the full machine learning lifecycle. It is framework-agnostic, integrating with over 100 tools and supporting multiple programming languages.
Capabilities
Pricing & Plans
Open Source · Free
Not publicly disclosed. Check mlflow.org for current pricing.