Serious training: multi-GPU rigs with ECC and workstation-class everything.
| Pick | Band | |
|---|---|---|
| GPU | Dual 48GB workstation cards (RTX 6000 Ada class) | ~$10,000+ |
| CPU | Threadripper PRO / EPYC 32-64 core | ~$1,500–4,000 |
| RAM | 256-512GB ECC RDIMM | ~$900–2,500 |
| Storage | 8TB+ U.2/U.3 NVMe array | ~$1,200+ |
| Platform | EATX workstation board + 1600W Titanium PSU | ~$800+ |
Prices are indicative bands as of Oct 2026 — confirm current prices when buying.
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Last reviewed 2026-10-02 · NinjaOps SEO grid · DevOps blog