Inside The Machine
NVIDIA AI box · current · data 2026-10-15

Gigabyte W775-V10-L01 (DGX Station GB300) for local AI.

With 252 GB it runs GLM-5.3-Flash (needs 233 GB). 97 models fit.

Memory252 GB

vram

Bandwidth7100 GB/s

Higher means faster answers. 7.1 TB/s is the GPU's HBM3E. The CPU memory runs at up to 396 GB/s.

PriceFrom about $119,000

As of 2026-10-16. Check before buying.

Which models fit

By memory option.

Usable: 75% on Macs and shared-memory PCs, VRAM minus 1 GB on graphics cards (estimates).
MemoryUsableModels that fitBest three
252 GB251 GB97GLM-5.3-Flash (233 GB), Qwen3.8-Flash-Next (125B-A6B) (140 GB), MiMo-V2.6-Flash (216.4 GB)
Speed

Published speeds.

Measured by others, with sources. Not our tests.

No published speed found yet.

Questions

Short answers.

What is the best local LLM for the Gigabyte W775-V10-L01 (DGX Station GB300)?
With 252 GB, GLM-5.3-Flash (needs 233 GB, AA 41.8). 97 of 124 models fit.
How much does the Gigabyte W775-V10-L01 (DGX Station GB300) cost?
From about $119,000 (as of 2026-10-16). 2026 prices are inflated by the memory-chip shortage; check before buying.

Specs from Gigabyte W775-V10-L01 datasheet (last updated 2026-09-18) (2026-10-16). Prices are approximate and dated; 2026 prices are inflated by the memory-chip shortage.

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# Gigabyte W775-V10-L01 (DGX Station GB300) for local AI

URL: https://insidethemachine.ai/machines/gigabyte-w775-v10-l01
Type: NVIDIA AI box. Chip: NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip. Memory: vram, options 252 GB. Bandwidth: 7100 GB/s (7.1 TB/s is the GPU's HBM3E. The CPU memory runs at up to 396 GB/s.). Spec source: https://download.gigabyte.com/FileList/DataSheet/GIGABYTE%20W775-V10-L01_datasheet.pdf (2026-10-16).
Price: from about $119,000 (2026-10-16, approximate). Status: current.

## Which models fit

| memory GB | usable GB | models that fit | best 3 |
|---|---|---|---|
| 252 | 251 | 97 | GLM-5.3-Flash (233 GB), Qwen3.8-Flash-Next (125B-A6B) (140 GB), MiMo-V2.6-Flash (216.4 GB) |

## Published speeds

None found yet.

Notes: Desk-side tower with liquid cooling. GPU memory is 252 GB HBM3E; the 72-core Grace CPU adds 496 GB LPDDR5X at up to 396 GB/s, linked by NVLink-C2C. Fit counts use only the 252 GB GPU memory. Needs its own 20-amp circuit. First hands-on test: ServeTheHome, 2026-10-06 (sponsored; Gigabyte lent the unit). DiscTech listed it as low stock on 2026-10-16.

## Questions

**What is the best local LLM for the Gigabyte W775-V10-L01 (DGX Station GB300)?**
With 252 GB, GLM-5.3-Flash (needs 233 GB, AA 41.8). 97 of 124 models fit.

**How much does the Gigabyte W775-V10-L01 (DGX Station GB300) cost?**
From about $119,000 (as of 2026-10-16). 2026 prices are inflated by the memory-chip shortage; check before buying.