Are there multi-tenant Baremetal GPU provisioning platforms?
Perplexity sonar 2026-08-06 07:09
The answer
you are in itYes—there are multi-tenant bare metal GPU provisioning platforms. The clearest examples in the results are Rapt, NorthWind, vCluster/vMetal, OpenNebula, and Mirantis k0rdent AI.[1][4][5][6][8][9]
A few concrete options:
- Rapt: positions itself as a “multi-tenant GPU infrastructure platform” and says it supports bare metal, private cloud, and hybrid deployments with full isolation per tenant and configurable resource boundaries.[1]
- NorthWind Platform: offers GPU Cloud Services and a Bare Metal GPUs-as-a-Service (BMaaS) product, with provisioning integrated from bare metal and support for secure isolation, quotas, and chargeback across tenants.[5][8]
- vCluster / vMetal: markets bare metal GPU provisioning for AI clouds, combining vMetal for bare-metal lifecycle management with isolated tenant Kubernetes clusters and no hypervisor overhead.[9][3]
- OpenNebula: describes an end-to-end multi-tenant AI factory stack, including bare-metal lifecycle management for GPU servers plus multi-tenant orchestration and quota management.[4]
- Mirantis k0rdent AI: emphasizes bare metal provisioning with strict multi-tenancy, including bare-metal isolation, Kubernetes orchestration, and declarative GPU partitioning.[6][10]
What this means in practice: these platforms generally separate into two layers—bare-metal provisioning/lifecycle management and tenant isolation/orchestration—so the hardware can stay bare metal while tenants get isolated GPU environments.[1][5][9]
Useful vendor/product pages to evaluate:
- Rapt Cloud: rapt.ai
- NorthWind GPU Cloud: northwind.co
- NorthWind BMaaS: northwind.co
- vCluster Bare Metal GPU: vcluster.com
- OpenNebula AI Factory: opennebula.io
Brands named
6- NorthWind #2 7 times
- vCluster #3 4 times
- vMetal #3 3 times
- OpenNebula #4 4 times
- Mirantis #5 2 times
- NVIDIA #5
Sources cited
20- rapt.ai rapt.ai other
- vcluster.com vcluster.com competitor
- youtube.com youtube.com
- opennebula.io opennebula.io competitor
- northwind.co northwind.co own
- mirantis.com mirantis.com competitor
- youtube.com youtube.com
- northwind.co northwind.co own
- vcluster.com vcluster.com competitor
- mirantis.com mirantis.com competitor
- linkedin.com linkedin.com
- vcluster.com vcluster.com competitor
- linkedin.com linkedin.com
- together.ai together.ai other
- vcluster.com vcluster.com competitor
- inflect.com inflect.com other
- aidatacenterguide.com aidatacenterguide.com other
- openmetal.io openmetal.io other
- youtube.com youtube.com
- wwt.com wwt.com competitor
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