ClearML

$15/user/month + usage costs

• overage$0.1($0.10/GB artifact storage)
• overage$0.01($0.01/MB metric events)
• overage$1($1/100K API calls)
• overage$0.04($0.04/hour per application)

• Team size(Up to 10 users)
• Artifact storage(120 GB)
• Metric events(1.2 GB)
• API calls(1.2M/month)
• Cloud auto-scaling
• Hyperparameter optimization
• Pipeline triggers
• Dashboards
• Unlimited pay-as-you-go usage
• Dataset versioning
• Model training
• Experiment management
• Model repository
• Artifacts
• Pipelines
• Agent orchestration
• CI/CD automation
• Reports

• GPU range(8–48 GPUs)
• Deployment(VPC only)
• Support(Private Slack channel + SLA)
• Hyper-datasets
• Fine-tuning
• IDE launcher
• Vector database integration
• Kubernetes integration
• Task scheduling
• Alerts
• SSO

• Deployment(VPC or on-premise clusters)
• Support(White-glove + custom SLA + professional services)
• Custom apps
• Configuration vault
• Slurm/PBS integration
• LDAP integration
• Role-based access control
• Advanced scheduling