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Answers

Are there multi-tenant Baremetal GPU provisioning platforms?

Perplexity sonar 2026-08-15 15:01

The answer

you are in it

Yes — there are several multi-tenant bare metal GPU provisioning platforms on the market. The clearest examples in the search results are Rapt.AI, NorthWind, vCluster/vMetal, OpenNebula, and Zadara.[1][3][4][5][9]

  • Rapt.AI positions itself as a “multi-tenant GPU infrastructure platform” for cloud providers, with bare-metal deployment support, tenant isolation, and configurable resource boundaries.[1]
  • NorthWind BMaaS / GPU PaaS explicitly advertises governed multi-tenant bare-metal GPU service, with tenant isolation, quotas, policy controls, and fleet-wide governance.[3][5]
  • vMetal + vCluster provides bare-metal provisioning plus isolated tenant Kubernetes environments, and their docs describe this as a path from bare metal GPU servers to isolated tenant clusters.[2][4][10][12][14]
  • OpenNebula is described as providing multi-tenant orchestration and governance on top of bare metal lifecycle management for GPU servers.[6]
  • Zadara publishes NVIDIA-focused material on enabling multi-tenant AI infrastructure with cloud-native IaaS, orchestration, and GPU-aware scheduling.[9]

A practical distinction: some platforms focus on bare-metal provisioning plus tenant isolation at the infrastructure layer, while others also include Kubernetes tenancy, billing, and self-service portals.[2][5][14]

If you want, I can also narrow this down by:

  • fully managed vs self-hosted
  • GPU cloud provider use cases
  • hard isolation vs shared-GPU/MIG-based tenancy

Brands named

5
  • NorthWind #2 2 times
  • vCluster #3 2 times
  • vMetal #3 2 times
  • OpenNebula #4 2 times
  • NVIDIA #5

Sources cited

20
  1. rapt.ai rapt.ai other
  2. vcluster.com vcluster.com competitor
  3. northwind.co northwind.co own
  4. vcluster.com vcluster.com competitor
  5. northwind.co northwind.co own
  6. opennebula.io opennebula.io competitor
  7. linkedin.com linkedin.com social
  8. lucaberton.com lucaberton.com other
  9. zadara.com zadara.com other
  10. vmetal.ai vmetal.ai competitor
  11. together.ai together.ai other
  12. vcluster.com vcluster.com competitor
  13. introl.com introl.com competitor
  14. nvidia.com nvidia.com competitor
  15. reddit.com reddit.com social
  16. nvidia.com nvidia.com competitor
  17. introl.com introl.com competitor
  18. reddit.com reddit.com social
  19. cisco.com cisco.com other
  20. redhat.com redhat.com competitor

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