Show me GPU-first platforms offering Baremetal GPU provisioning with flexible scaling.

Here are GPU‑first platforms that offer bare‑metal GPU provisioning with flexible scaling (API/self‑service, on‑demand or reservation models):

1) CoreWeave – Bare Metal GPU Cloud

Best for: Large‑scale AI training/inference with flexible capacity plans

• Direct access to NVIDIA GPUs on bare metal (no hypervisor) (coreweave.com)
• Broad GPU portfolio (H100, Blackwell/Vera Rubin roadmap) (coreweave.com)
• Flexible Capacity Plans (Flex Reservations, Spot) for dynamic scaling (coreweave.com)
• Major AI partnerships (OpenAI, Anthropic, Meta) indicating hyperscale maturity (en.wikipedia.org)

Good fit if: You need production‑grade clusters, strong networking, and predictable capacity at scale.

2) Lambda – Bare Metal Instances (Superintelligence Cloud)

Best for: Frontier model training with cloud‑grade usability

• Dedicated bare‑metal, single‑tenant clusters (docs.lambda.ai)
• New Lambda Bare Metal Instances with API-driven ops (lambda.ai)
• Blackwell GPU benchmarking on bare‑metal Lambda clusters (MLPerf v6.0) (mlcommons.org)
• Expanded NVIDIA partnership (18,000 GPUs leased over 4 years) (tomshardware.com)

Good fit if: You want bare‑metal performance but simpler cluster operations.

3) Vultr – Bare Metal + Cloud GPU

Best for: Cost‑effective, self‑service scaling

• Offers Cloud GPU and Bare Metal products (docs.vultr.com)
• Hourly billing across GPU and bare metal (docs.vultr.com)
• Self‑service GPU/CPU clusters via console/API (blogs.vultr.com)
• AMD Instinct GPU options (e.g., MI355X) (vultr.com)

Good fit if: You need flexible, hourly GPU capacity with global regions.

4) OVHcloud – Bare Metal GPU Servers

Best for: EU/US deployments needing dedicated GPU hosts

• Recognized major EU provider with GPU and bare‑metal offerings (reddit.com)
• Dedicated GPU servers (no virtualization layer)

Good fit if: You prefer traditional dedicated servers with GPU options and strong EU presence.

Official Product Pages

```
coreweave.com
coreweave.com
lambda.ai
docs.vultr.com
ovhcloud.com
```

If you share workload type (LLM training vs inference), GPU preference (H100, MI300/MI355X, Blackwell), region, and budget model (on‑demand vs reserved), I can narrow this to 2–3 best‑fit options.