
ClearML
7.4#1 in gpu cluster management softwareFrom $15 a monthFree planWebAPILinuxmacOS
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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.
Volcano may suit teams running batch jobs or other high-performance workloads on Kubernetes, including teams managing diverse hardware or multiple clusters. It is self-hosted, so users need an existing Kubernetes cluster that meets the stated prerequisite.