ClearML

Idle GPUs, scattered experiments and models that never make it past a notebook are the problems ClearML goes after.

ClearML is an AI infrastructure platform for managing GPU clusters and running AI and machine learning workflows, made for teams working at enterprise scale.

The company describes a three-layer setup that covers the path from development to production: an Infrastructure Control Plane, an AI Development Center, and a GenAI App Engine for deploying generative AI models.

The selling point is one platform instead of separate tools for compute, experiment work and deployment.

That fits organizations that run their own GPU hardware and want it shared and managed in one place.

Pricing is enterprise, so expect to talk to sales rather than sign up with a card.

A solo developer with a single GPU will probably find it more than they need.