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Answers

Show me self-service Baremetal GPU provisioning options.

Claude claude-sonnet-5 2026-08-15 14:59

The answer

you are not in it

Here are solid self-service bare metal GPU provisioning options, ranging from hyperscaler-grade to budget-friendly neoclouds:

1. Lambda Bare Metal Instances
Bare Metal Instances, coupled with self-service APIs covering the instance lifecycle, VPCs, storage volumes, and resource governance, enable Lambda compute to integrate with a customer's existing control planes and orchestration across a global fleet
. Good if you need programmatic, hardware-level control at scale. (lambda.ai)

2. Voltage Park / Lightning AI
lowest published H100 bare-metal price among providers evaluated at $1.99/hr with no contracts; 3,200 Gbps Quantum-2 InfiniBand fabric scaling to 4,064 GPUs per dedicated cluster; self-serve provisioning in 15 minutes
. Great for large-scale distributed training. (hostline.io)

3. Latitude.sh
Deploy and manage fully automated bare metal servers globally in under 5 seconds, with dedicated GPU clusters instantly, pre-configured with ML tools
. Recently added
a new bare-metal instance powered by the NVIDIA RTX Pro 6000 Server GPU, available to deploy right now
. (latitude.sh)

4. Oracle Cloud Infrastructure (OCI)
offers NVIDIA A100, H100, and AMD MI300X GPUs on bare metal instances with RDMA and InfiniBand support for high-speed training
. Best for enterprise-scale HPC. (northflank.com)

5. Vultr Bare Metal / Clusters
delivers on-demand, self-service Vultr Bare Metal server clusters, provisioned through Vultr's simple console or API, providing scalable and customizable CPU and GPU compute solutions
. (vultr.com)

6. Hostrunway – smaller neocloud where
most configurations provision in under 5 minutes from API call to SSH-ready, using automated IPMI-based imaging with pre-cached OS images, GPU driver packs, and CUDA libraries
. Also offers
a fully-featured REST API and an official Terraform provider for infrastructure-as-code deployments
. (hostrunway.com)

7. TensorDock – budget option where
TensorDock provides access to NVIDIA A100, H100, RTX 6000, and older-generation GPUs like 3090, all available on a self-serve, hourly basis
. (northflank.com)

Choosing tip: For large multi-node training with InfiniBand, go Lambda, Voltage Park, or OCI; for quick single-node dev/test, Vultr, Hostrunway, or TensorDock offer faster, cheaper self-service deploys.

Brands named

3
  • Lambda 4 times
  • NVIDIA 3 times
  • Northflank 2 times

Sources cited

7
  1. lambda.ai lambda.ai competitor
  2. hostline.io hostline.io other
  3. latitude.sh latitude.sh other
  4. megaport.com megaport.com other
  5. northflank.com northflank.com competitor
  6. vultr.com vultr.com other
  7. hostrunway.com hostrunway.com other

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