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Apache YuniKorn vs ClearML

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ClearML

7.4#1 in gpu cluster management softwareFrom $15 a month
Free planWebAPILinuxmacOS
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What both publish

FactApache YuniKornClearML
IntegrationsYuniKorn exposes scheduling metrics via Prometheus, and the project provides instructions for monitoring with Prometheus and Grafana.The integrations documentation lists PyTorch, TensorFlow, Keras, scikit-learn, XGBoost, LightGBM, Optuna, Hydra, TensorBoard, Matplotlib, and LangChain among supported integrations.
SupportUsers can ask for help in the YuniKorn Slack #yunikorn-user channel or use the user mailing list.Scale includes private Slack channel support and an SLA, while Enterprise includes white-glove support with a custom SLA and professional services.

Apache YuniKorn plans

  • Apache YuniKornFree

ClearML plans

  • CommunityFree
  • Pro$15 a month
  • EnterprisePriced on request
  • ScalePriced on request

Pick Apache YuniKorn if…

YuniKorn suits teams running batch, data, or machine learning workloads on Kubernetes that need queue-based resource controls and scheduling policies. It is also relevant to users and developers interested in using or contributing to the project.

Pick ClearML if…

ClearML suits AI and machine-learning teams that need experiment management and model development tools alongside GPU resource management. Its hosting choices may also suit teams with self-hosted, VPC, on-premises, or hybrid requirements.

Charts they share