Open Source Alternatives to Comet

A machine learning operations platform that offers experiment tracking, dataset management, model versioning, and production monitoring for teams building and training models.

Whether you want to cut software costs or escape vendor lock-in, these open source alternatives to Comet give you an option you fully own. You can self-host them, so your data stays on infrastructure you control. This page lists 1 open source alternative to Comet. The most popular is mlop. It uses the Apache-2.0 license and ships an official Docker image.