Backend.AI
6.3#4 in gpu cluster management softwareFree planFree planWebAPILinuxSelf-hosted
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| Fact | Backend.AI | ClearML |
|---|---|---|
| Headquarters | Seoul, South Korea | Berkeley, California, USA |
| Support | Lablup invites organizations to contact its team for help planning AI clusters and scaling production workloads. | Scale includes private Slack channel support and an SLA, while Enterprise includes white-glove support with a custom SLA and professional services. |
Backend.AI suits teams or institutions running GPU workloads, from single-GPU home use to larger clusters. It also fits organizations seeking on-premises, cloud, hybrid, or air-gapped deployment options.
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.