ClearML
by ClearML
Open source end-to-end MLOps platform for experiment tracking, pipelines, dataset versioning, model serving and GPU orchestration.
About
Open source end-to-end MLOps platform for experiment tracking, pipelines, dataset versioning, model serving and GPU orchestration.
ClearML is an end-to-end platform that covers the full AI production lifecycle, from experiment management and dataset versioning to pipelines, model repository, deployment and compute orchestration. Teams log experiments with a few lines of code, version datasets and artifacts, and reproduce any run later from a central workspace.
Beyond tracking, ClearML orchestrates jobs across clouds, Kubernetes, Slurm and on-prem clusters, with hyperparameter optimization, pipeline triggers, fractional GPU support and cloud auto scaling on AWS, GCP and Azure. It is available as open source, as a hosted service, or as a self-managed deployment in a VPC, on-prem or air-gapped environment, with SSO, LDAP and role-based access control for enterprise teams.
Key features
Product details
Vendor
ClearML
Category
MLOps Platforms
Pricing model
freemium
Starting price
Free Community plan; Pro $15/user/month plus usage
Free trial
No
Deployment
Hosted SaaS, self-hosted, VPC, on-premises, air-gapped, hybrid
Company size
Individuals, small teams to large enterprises
Pricing
Pricing model: freemium
Plans
- Community: free for teams up to 3. Pro: $15 per user per month plus usage, for teams up to 10. Scale: custom quote, for 8-48 GPUs. Enterprise: request a quote. Open source edition on GitHub.
Similar software
Amazon SageMaker
by Amazon Web Services
Amazon SageMaker is AWS's unified platform for data, analytics and AI, covering model building, training, deployment and governance.
Anyscale
by Anyscale
Managed Ray platform for scaling AI training, batch processing and model serving with usage-based compute pricing.
Apache Airflow
by Apache Software Foundation
Open-source platform to author, schedule and monitor data and ML workflows as Python code.
Aporia
by Coralogix
AI guardrails and observability for LLM and ML systems. Now part of Coralogix (formerly Aporia).
Azure Machine Learning
by Microsoft
Enterprise Azure service for the end-to-end machine learning lifecycle, from data preparation to managed deployment and MLOps.
BentoML
by BentoML
Inference platform for deploying and scaling any model, with autoscaling, observability and bring-your-own-cloud options.
