
ClearML
7.4#1 in gpu cluster management softwareFrom $15 a monthFree planWebAPILinuxmacOS
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| Fact | ClearML | Kubeflow Notebooks |
|---|---|---|
| Support | Scale includes private Slack channel support and an SLA, while Enterprise includes white-glove support with a custom SLA and professional services. | The project’s troubleshooting guide recommends checking Notebook and Pod events, Pod YAML, and Pod logs when a notebook does not start. |
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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.
Kubeflow Notebooks suits AI, ML, and data teams working in Kubernetes who need configurable notebook environments and optional GPU requests.