ClearML

Open-source MLOps platform for experiment tracking, pipelines, and orchestration

Code & DevelopmentFreemium

ClearML is an open-source MLOps platform that provides experiment tracking, dataset management, ML pipeline orchestration, and model serving in a single integrated system. Unlike tools that focus on just one MLOps capability, ClearML covers the full lifecycle from experiment to production, enabling teams to move from research to deployment on the same platform. ClearML Agents can run ML tasks on any compute infrastructure—on-premises, cloud, or Kubernetes—with automatic resource management. The open-source community edition is self-hostable at no cost, while the enterprise edition adds advanced features and managed hosting. ClearML is used by teams who want a complete MLOps stack without vendor lock-in.

Key Features

• ✓Full MLOps lifecycle
• ✓Pipeline orchestration
• ✓Dataset versioning
• ✓Auto-scaling agents
• ✓Self-hostable
• ✓Open source