Comfortable fine-tuning 13B-class models and mid-size CV training.
| Pick | Band | |
|---|---|---|
| GPU | 24GB VRAM class (RTX 4090 / used 3090) | ~$1,000–1,600 |
| CPU | 12-16 core (Ryzen 9 7900X / 7950X) | ~$400–550 |
| RAM | 128GB DDR5 ECC-agnostic | ~$350–450 |
| Storage | 4TB NVMe scratch + 2TB boot | ~$350 |
| Cooling | 360mm AIO + case airflow for 450W GPU | ~$150 |
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