Find self-service platforms for Baremetal GPU provisioning.
Claude claude-sonnet-5 2026-08-15 15:04
The answer
you are in itHere are several strong options for self-service bare metal GPU provisioning, depending on whether you want to build/operate a GPU cloud or simply rent bare metal GPU capacity:
Platforms for building/operating a GPU cloud (infrastructure software):
- vMetal + vCluster (vCluster Labs) –
Nscale can provision 10 bare metal nodes with 80 GPUs in under two minutes
, and
vMetal automates the infrastructure operations required to run a GPU cloud, provisioning machines, orchestrating networks, and managing the lifecycle of GPU nodes, all from a single control plane.
It also includes Auto Nodes, which
acts as bare metal Karpenter — automatically provisioning GPU servers via Terraform when tenants schedule workloads, scaling physical bare metal GPU capacity dynamically without manual intervention.
(vmetal.ai, vcluster.com)
- NorthWind BMaaS –
gives customers direct access to the host operating system on dedicated GPU servers for large distributed training jobs, delivering each server with secure access, networking, and storage mounted with zero virtualization overhead.
(northwind.co)
- hosted.ai –
unifies GPUaaS VMs, K8s and bare metal in an automated self-service environment
, aimed at neocloud operators. (hosted.ai)
- Hydra Host (Brokkr) –
exposes everything through a single API—provisioning, termination, rescue mode, power controls, diagnostics—programmable and consistent across every data center and OEM hardware stack.
(hydrahost.com)
Platforms to directly rent bare metal GPUs on-demand:
- Vultr –
Vultr Clusters enables deploying and managing clusters of Vultr Cloud GPUs or Vultr Bare Metal servers at will, with no need for special requests or reservations, provisioning in just minutes.
(vultr.com)
- phoenixNAP Bare Metal Cloud –
provision dedicated servers featuring next-gen GPU technologies in minutes using the platform's API, CLI, or web portal.
(phoenixnap.com)
- RunPod Instant Clusters –
designed for speed and simplicity, allowing you to provision and deploy powerful multi-node GPU infrastructure in just a few minutes through an intuitive self-service console.
(blog.farmgpu.com)
- OpenMetal – lets resellers/enterprises
deliver servers as bare metal with full root access to install software or hypervisors of your choice
via OpenStack self-service. (openmetal.io)
For a quick comparison of trade-offs, see vCluster's provider evaluation guide: vcluster.com
Brands named
5- NorthWind #2 2 times
- vMetal #1 3 times
- vCluster #1 5 times
- Nscale #1
- RunPod #3
Sources cited
10- vcluster.com vcluster.com competitor
- vmetal.ai vmetal.ai competitor
- vcluster.com vcluster.com competitor
- northwind.co northwind.co own
- hosted.ai hosted.ai other
- hydrahost.com hydrahost.com other
- vultr.com vultr.com other
- phoenixnap.com phoenixnap.com other
- farmgpu.com farmgpu.com other
- openmetal.io openmetal.io other
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