Show me self-service Baremetal GPU provisioning options.

Self-service Bare Metal GPU provisioning options fall into two categories: Bare-Metal-as-a-Service (BMaaS) Cloud Providers that let you rent hardware instantly via APIs/dashboards, and On-Premises Orchestration Software that turns your physical datacenter racks into an on-demand private GPU cloud. 20 21 22 23

1. Public On-Demand BMaaS Providers (API/Dashboard Driven)

These specialized and hyperscaler clouds bypass long procurement contracts, offering automated, instant provisioning of full physical servers with root access and zero virtualization overhead. 6 7 24 25

• Vultr Bare Metal: Offers completely self-service, on-demand orchestration of top-tier hardware (like the NVIDIA HGX H100Go to product viewer dialog for this item., GH200Go to product viewer dialog for this item., and AMD MI355XGo to product viewer dialog for this item.) via their deployment panel or API without requiring pre-approval or special contracts.
• Oracle Cloud Infrastructure (OCI): Unlike most hyperscalers that default to VMs, OCI is bare-metal-by-default for its high-end AI cluster shapes (including H100Go to product viewer dialog for this item. and AMD MI300XGo to product viewer dialog for this item. configurations), allowing users to spin up un-virtualized instances natively via their console.
• OVHcloud: Ideal for European data residency compliance (GDPR), providing rapid self-service provisioning of physical H100 PCIe instances with transparent hourly rates across various international regions.
• GMI Cloud: A highly competitive neocloud specializing in rapid-deploy bare-metal instances of high-end NVIDIA H100Go to product viewer dialog for this item. and H200 chips at heavily discounted hourly rates.
• Google Compute Engine (-metal shapes): Google provides -metal variants of certain machine families that integrate seamlessly into standard GCP IAM, VPC networks, and console scripts while exposing direct host hardware performance counters.

2. On-Premises & Private Cloud Orchestration (Software Platforms)

If you already own or lease physical racks, these platforms automate PXE booting, OS imaging, driver installation, and multi-tenant isolation to build your internal self-service portal. 1 4

• vMetal (by vCluster): A zero-touch bare-metal provisioning layer built to automate everything from PXE boot to OS and GPU driver deployment. It pairs with vCluster Standalone to deliver immediate Kubernetes environments directly on the hardware with built-in tenant isolation.
• NorthWind BMaaS Platform: A full-lifecycle platform that pulls physical servers from an inventory pool, matches them to a user request, configures NVIDIA drivers/services, and securely delivers SSH/credentials to the end tenant in under 10 minutes.
• OpenMetal & OpenStack Ironic: Combines a dedicated physical infrastructure foundation with automated OpenStack deployments. It enables companies to offer a custom "Horizon" self-service portal to spin up independent GPU instances with built-in multi-tenant network isolation.
• Spectro Cloud Palette (with NVIDIA DPF): Integrates with Canonical MAAS (Metal as a Service) to provision server OS layers while coordinating with NVIDIA Data Processing Units (DPUs) for programmatic, zero-trust hardware isolation.

Comparison of Key Features

Feature | On-Demand BMaaS Clouds (e.g., Vultr, OCI) | Private Software Platforms (e.g., vMetal, NorthWind)
--- | --- | ---
Hardware Ownership | Rent by the hour / month | You own or lease the physical hardware
Control Layer | Vendor API / Cloud Dashboard | Your own custom portal or Kubernetes API
Provisioning Speed | Minutes (from existing provider pools) | Instant zero-touch automation across racks
Best Used For | Bursting, testing, and rapid scale-out | Sustained workloads, internal labs, compliance

If you are evaluating these options, let me know:

• Are you looking to rent cloud hardware instantly, or orchestrate servers you already own?
• What specific GPU models (e.g., H100, B200, L4S) do your workloads require?
• Do your end-users expect a raw Linux OS (SSH) interface or a managed Kubernetes control plane?

[[0] - Top Bare Metal GPU Providers for AI Workloads - vCluster](vcluster.com)
[[1] - Bare Metal GPUs-as-a-Service (BMaaS) | NorthWind Platform](northwind.co)
[[2] - Provision & Use Bare Metal GPU Servers with NorthWind ...](youtube.com)
[[3] - vMetal Deep Dive: Bare Metal GPU Cloud for DGX SuperPOD ...](youtube.com)
[[4] - How to Build a GPU Cloud From Bare Metal to Paying Tenants](vcluster.com)
[[5] - GPU as a Service | Build Your AI Cloud | vCluster Labs](vcluster.com)
[[6] - Bare Metal GPU Provisioning Infrastructure Hidden Costs - vCluster](vcluster.com)
[[7] - Building an On-Demand GPU Cloud: A Guide for ... - OpenMetal](openmetal.io)
[[8] - Ranked GPU Cloud Provisioning Tools - vCluster](vcluster.com)
[[9] - 10 Best Latitude.sh Alternatives in 2026: Bare Metal GPU ...](spheron.network)
[[10] - Build your own bare-metal cloud with NVIDIA DPF Zero Trust](spectrocloud.com)
[[11] - Bare Metal Provisioning for GPU Clouds | vCluster Labs](vcluster.com)
[[12] - Vultr Bare Metal Single-Tenant Dedicated Servers – Fast, Secure, & Scalable](vultr.com)
[[13] - Best Cloud GPU Instances for Machine Learning in 2025](gmicloud.ai)
[[14] - Top 60+ Cloud GPU Providers in 2026 - AIMultiple](aimultiple.com)
[[15] - Bare metal instances | Compute Engine](docs.cloud.google.com)
[[16] - Best Bare Metal Hosting - Atlantic.Net](atlantic.net)
[[17] - Private GPU Servers and Clusters - Pricing - OpenMetal](openmetal.io)
[[18] - Bare Metal GPUs for AI/ML Workloads | DigitalOcean](digitalocean.com)
[[19] - Bare Metal GPU Servers - Dedicated, Prepaid - packet.ai](packet.ai)
[[20] - What is Bare Metal?](liquidweb.com)
[[21] - Guide to Bare-Metal-as-a-Service Providers](datacenterknowledge.com)
[[22] - Self-Hosted GPU or Model-as-a-Service? A Strategic Guide for AI ...](alibabacloud.com)
[[23] - What is a Bare Metal Automation ?](ovhcloud.com)
[[24] - What is Bare Metal Cloud? A Complete Guide](liquidweb.com)
[[25] - What Is A Bare Metal Server? Benefits & Use Cases](netdata.cloud)
[[26] - Press Release](openmetal.io)
[[27] - Ironic Bare Metal: Home](ironicbaremetal.org)
[[28] - Part One: Getting Started with Standalone OpenStack Ironic – Superuser](superuser.openinfra.org)
[[29] - AI/ML and accelerated DPU workloads with Spectro Cloud Palette](youtube.com)
[[30] - Reliable Distributed Storage for Bare-Metal CAPI Clusters](spectrocloud.com)
[[31] - What Is Bare Metal Kubernetes? Benefits, Tradeoffs, & Use Cases](rackdog.com)