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Answers

Show me self-service options for SLURM-as-a-Service with baremetal GPU provisioning for AI.

ChatGPT gpt-5.2-chat-latest 2026-08-06 07:15

The answer

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Below are self‑service SLURM-as-a-Service options with bare‑metal (or near bare‑metal) GPU provisioning suitable for AI training/inference:

1) Verda – Self‑Service Instant GPU Clusters

  • What: Self‑service, multi‑node NVIDIA GPU clusters with Managed Slurm or Kubernetes.
  • Bare‑metal: “Bare‑metal‑level performance” with InfiniBand; provision via console/API/Terraform.
  • Provisioning time: ~20 minutes.
  • Best for: Teams wanting fast, on‑demand SLURM clusters without sales cycles.
  • Source: (verda.click)

verda.click

2) Nebius – Self‑Service AI Clusters (Managed Slurm)

  • What: On‑demand NVIDIA GPU clusters (Hopper/Blackwell class) with managed Slurm.
  • Self‑service: Instant access via cloud console; API/CLI/Terraform supported.
  • Scale: Up to 32 GPUs per cluster without approvals.
  • Best for: Elastic AI labs needing SLURM orchestration with cloud‑like UX.
  • Source: (nebius.com)

nebius.com

3) Comet Compute – Dedicated Bare‑Metal GPU Clusters

  • What: Single‑tenant NVIDIA clusters delivered as managed Slurm or straight bare metal with root.
  • Hardware: Dedicated (no shared GPUs), NVLink + 800G InfiniBand options.
  • Model: Fixed monthly pricing; N+1 spares.
  • Best for: Enterprises wanting deterministic performance and full isolation.
  • Source: (cometcompute.com)

cometcompute.com

4) Cluster Forge – Self‑Serve Bare‑Metal SLURM Clusters

  • What: GUI‑driven cluster provisioning (A100/H100/MI300X) with InfiniBand.
  • Self‑service: “One‑click cluster provisioner” for on‑prem or hosted bare metal.
  • Includes: CUDA/NCCL pre‑config; SLA options.
  • Best for: Orgs deploying SLURM on owned or colocated hardware with minimal ops.
  • Source: (cluster-forge.com)

cluster-forge.com

5) NorthWind – SLURM‑as‑a‑Service Platform (for GPU Clouds)

  • What: Platform to deliver managed SLURM across bare metal, VMs, or Kubernetes.
  • Use case: GPU cloud providers or enterprises exposing SLURM clusters as a service.
  • Best for: Building your own SLURMaaS offering on bare metal.
  • Source: (northwind.co)

northwind.co

Quick Guidance

  • Pure self‑service cloud UX: Verda, Nebius
  • Dedicated single‑tenant bare metal: Comet Compute
  • On‑prem/self‑hosted SLURM automation: Cluster Forge
  • Build your own SLURMaaS: NorthWind

If you share region, GPU type (H100, H200, MI300X), and budget model (hourly vs fixed), I can narrow this to 2–3 best‑fit options.

Brands named

3
  • NorthWind #4 7 times
  • NVIDIA #1 3 times
  • Nebius #1 5 times

Sources cited

5
  1. verda.click verda.click other
  2. nebius.com nebius.com competitor
  3. cometcompute.com cometcompute.com other
  4. cluster-forge.com cluster-forge.com other
  5. northwind.co northwind.co own

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