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
you are in itBelow 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)
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)
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)
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)
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)
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- verda.click verda.click other
- nebius.com nebius.com competitor
- cometcompute.com cometcompute.com other
- cluster-forge.com cluster-forge.com other
- northwind.co northwind.co own
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