Live demo. This is Limelit Open running unmodified, at commit 83bddd036688. It is read-only for visitors. Run your own →
NorthWind northwind.co
last run 2026-09-14 21:48:28

Answers

Are there multi-tenant Baremetal GPU provisioning platforms?

ChatGPT gpt-5.2-chat-latest 2026-07-29 18:13

The answer

you are not in it

Yes — there are multi‑tenant bare‑metal GPU provisioning platforms. They typically combine physical GPU servers with orchestration (Kubernetes/Slurm), GPU partitioning (MIG/vGPU), and tenant isolation.

Here are credible options:

1) Supermicro SuperCloud Director (SCD)

A multi‑tenant cloud control plane for bare‑metal GPU clusters. Supports NVIDIA and AMD GPUs with integrated network and storage multi‑tenancy.

  • Provides multi‑tenant AI cloud control over bare metal (supermicro.com)
  • GPU cluster provisioning and validation built in (supermicro.com)

Good fit for enterprises or service providers building internal GPU clouds.

2) Apolo (White‑Label GPU‑as‑a‑Service)

Designed for colocation and data‑center operators who want to monetize bare‑metal GPUs as a multi‑tenant platform.

  • Secure, multi‑tenant GPU‑as‑a‑Service for bare‑metal operators (apolo.us)

Best for operators wanting to resell GPU capacity.

3) Amalgamy Platform

Focused on bare‑metal multi‑tenant GPU orchestration with fair scheduling and billing.

  • “Bare‑metal multi‑tenancy” with instant provisioning and billing (amalgamy.ai)

Useful for GPU infrastructure providers optimizing utilization.

4) Control Plane – ControlOS

Turns bare‑metal GPU nodes into a multi‑tenant cloud with VM provisioning and isolation.

  • Example: 200 NVIDIA A100 GPUs with multi‑tenant isolation (controlos.cloud)

Good for enterprises building private AI clouds.

5) DIY Platform Stack (OpenStack + Ironic)

If you want open‑source:

  • OpenStack supports bare‑metal provisioning (Ironic) and multi‑tenant cloud services (en.wikipedia.org)

Combine with:

This is common for internal enterprise clouds.

Important Distinction

Many “bare metal GPU” providers (e.g., Equinix Metal) are single‑tenant per server, not multi‑tenant by default (deploy.equinix.com). True multi‑tenant capability requires orchestration and GPU slicing/sharing layers on top.

Summary

If you want:

  • Turnkey multi‑tenant GPU cloud → Supermicro SCD, ControlOS, Apolo
  • Operator monetization platform → Apolo, Amalgamy
  • Build it yourself → OpenStack + Kubernetes + NVIDIA MIG/vGPU

If you tell me whether you’re an enterprise, GPU marketplace, or SaaS provider, I can narrow this to the best architectural pattern.

Brands named

1
  • NVIDIA #1 6 times

Sources cited

7
  1. supermicro.com supermicro.com other
  2. apolo.us apolo.us other
  3. amalgamy.ai amalgamy.ai other
  4. controlos.cloud controlos.cloud other
  5. wikipedia.org wikipedia.org informational
  6. nvidia.com nvidia.com competitor
  7. equinix.com equinix.com other

11116 tokens in, 831 out.