Find self-service platforms for Baremetal GPU provisioning.

Self-service platforms for bare metal GPU provisioning fall into two distinct categories: software-only provisioning platforms (for managing your own physical hardware) and bare metal cloud providers (public clouds that offer instant API-driven access to dedicated physical GPUs). 11 12 2 3

⚙️ Software Platforms (For Owning or Building Infrastructure)

These orchestration tools manage zero-touch provisioning, firmware configuration, operating system installation, and multi-tenant isolation on physical machines you own or lease. 0 1

• vMetal (by vCluster): Built specifically for high-performance AI clouds, this tool handles zero-touch PXE booting, automated OS installation, and machine registration. “vMetal handles zero-touch provisioning from PXE boot through OS installation and machine registration, turning bare racks into a production-ready fleet...” as detailed on vCluster.
• NorthWind Platform: Offers a specialized Bare Metal GPU-as-a-Service (BMaaS) framework. NorthWind “matches the request to inventory, boots and discovers the server, installs the OS, and configures drivers,” delivering infrastructure in about 10 minutes. It automates secure SSH access, InfiniBand networking, and tenant isolation via NVIDIA UFM.
• OpenStack Ironic: An enterprise open-source standard for bare metal orchestration. It acts as a restful API to automate physical hardware discovery, BIOS layout, RAID parameters, and multi-tenant scaling without virtualization overhead.
• OpenNebula: A cloud-native orchestration platform that natively integrates with NVIDIA infrastructure controllers. It provides a single self-service UI for operators to manage physical GPU lifecycles exactly like standard virtual machines.
• Canonical MAAS (Metal as a Service): Turn raw server racks into an on-demand, self-service data center fabric. It handles dynamic OS distribution and networks physical nodes, serving as a popular underlying layer for bare metal Kubernetes clusters.
• Tinkerbell: A modular, workflow-driven open-source bare metal provisioning engine managed under the Cloud Native Computing Foundation (CNCF). It is optimized for teams that prefer declarative, code-based infrastructure automation.

🌐 Bare Metal Cloud Providers (On-Demand Rental Platforms)

These infrastructure providers give you on-demand, self-service provisioning through a control console or developer-facing API on their owned physical server fleets. 2 4

• Vultr Bare Metal: Provides simple, developer-friendly bare metal GPU instances. “Vultr Clusters delivers on-demand, self-service Vultr Bare Metal server clusters,” provisioned via API or console without manual reservations.
• Equinix Metal: A globally automated bare metal provider focusing on raw physical compute and high-speed network routing. You can provision dedicated physical nodes and configure Layer 2 or Layer 3 network separation autonomously.
• Latitude.sh: Known for an API-first bare metal framework that delivers rapid, automated server setups and hourly-billed billing options for enterprise-grade GPU setups.
• OVHcloud Bare Metal: Offers dedicated physical GPU server lines equipped with full root access. It is widely used for building highly private internal clouds that skip hypervisor tax entirely.

Are you planning to deploy this on your own server hardware, or are you looking to rent on-demand physical GPUs directly from a cloud provider?

[[0] - Bare Metal GPUs-as-a-Service (BMaaS) | NorthWind Platform](northwind.co)
[[1] - How to Build a GPU Cloud From Bare Metal to Paying Tenants](vcluster.com)
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[[3] - Provision & Use Bare Metal GPU Servers with NorthWind ...](youtube.com)
[[4] - Vultr Bare Metal Single-Tenant Dedicated Servers](vultr.com)
[[5] - Top 10 Bare Metal Server Automation Tools 2025](youtube.com)
[[6] - Bare Metal GPU Provisioning Infrastructure Hidden Costs - vCluster](vcluster.com)
[[7] - Ranked GPU Cloud Provisioning Tools - vCluster](vcluster.com)
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[[10] - Introducing Bare Metal-as-a-Service with OpenNebula and ...](youtube.com)
[[11] - What is Bare-metal Cloud?](techtarget.com)
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[[13] - Introducing vMetal: Run Your GPU Data Center Like a Hyperscaler](vcluster.com)
[[14] - 5 Best Platforms for Kubernetes GPU Day 2 Operations](vcluster.com)
[[15] - Bare Metal to Kubernetes-as-a-Service - Part 1](2stacks.net)
[[16] - What MAAS can do - Docs - Canonical MAAS | Discourse](discourse.maas.io)
[[17] - Baremetal Provisioning Consulting Experts](infracloud.io)
[[18] - Provisioning Kubernetes on Bare Metal using AWS EKS-Anywhere](infracloud.io)
[[19] - 8 CNCF Tools to Run Kubernetes at the Edge and Bare Metal](cloudnativenow.com)
[[20] - ⛏️ Rise of Baremetal’s in Telco Cloud | by Ramkumar](medium.com)
[[21] - Top 9 bare-metal cloud providers of 2025](techtarget.com)
[[22] - Equinix Metal | Specs, reviews and EoL info](invgate.com)
[[23] - Self-managed Red Hat OpenShift subscription guide](redhat.com)
[[24] - Bare Metal Cloud](redundantwebservices.com)
[[25] - How To Build Your Private Cloud on Bare Metal Servers?](novoserve.com)