ClearML

ClearML is an end-to-end AI infrastructure platform for enterprises, IT teams, and ML engineers who need to manage GPU compute and run ML and GenAI workloads from experimentation to production.

Key capabilities include:

• Infrastructure Control Plane for connecting and optimizing GPU clusters across on-prem, cloud, or hybrid environments, with multi-tenancy, role-based access control, quota management, scheduling, and usage-based billing/chargeback.
• AI Development Center for experiment tracking (including a single-line setup), pipelines and orchestration, data and model versioning, dashboards, and CI/CD integration, designed to support full reproducibility by tracking code, data, models, and environments.
• ClearML Agent to automate and scale ML workloads (built-in DevOps for running jobs on available compute).
• GenAI App Engine (including ClearGPT) to deploy and manage LLMs on internal clusters with managed networking, authentication, access control, and monitoring.

Pricing: Freemium; Community (free, open-source self-hosted and up to 3 users on the hosted tier) and Pro Cloud at $15/user/month + usage (with overage fees such as storage).

Notable for combining GPU resource governance and MLOps lifecycle management in one platform, plus an enterprise option for secure GenAI deployment on internal networks, with reported adoption across 1,600+ customers and a partnership offering with Dell AI Factory for GPUaaS/AIaaS use cases.