Inside The Machine
AMD graphics card · previous_gen · data 2026-10-15

Radeon RX 7900 XTX for local AI.

With 24 GB it runs Qwen3.8 27B (needs 22.7 GB). 56 models fit.

Memory24 GB

vram

Bandwidth960 GB/s

Higher means faster answers.

PriceFrom about $950

As of 2026-10-02. 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
24 GB23 GB56Qwen3.8 27B (22.7 GB), Qwen3.5 27B (21.5 GB), Qwen3.6 27B (21.5 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 Radeon RX 7900 XTX?
With 24 GB, Qwen3.8 27B (needs 22.7 GB, AA 33.7). 56 of 124 models fit.
How much does the Radeon RX 7900 XTX cost?
From about $950 (as of 2026-10-02). 2026 prices are inflated by the memory-chip shortage; check before buying.

Specs from Wikipedia – List of AMD GPUs (spec tables) (2026-10-15). Prices are approximate and dated; 2026 prices are inflated by the memory-chip shortage.

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# Radeon RX 7900 XTX for local AI

URL: https://insidethemachine.ai/machines/radeon-rx-7900-xtx
Type: AMD graphics card. Chip: Navi 31. Memory: vram, options 24 GB. Bandwidth: 960 GB/s. Spec source: https://en.wikipedia.org/wiki/List_of_AMD_graphics_processing_units (2026-10-15).
Price: from about $950 (2026-10-02, approximate). Status: previous_gen.

## Which models fit

| memory GB | usable GB | models that fit | best 3 |
|---|---|---|---|
| 24 | 23 | 56 | Qwen3.8 27B (22.7 GB), Qwen3.5 27B (21.5 GB), Qwen3.6 27B (21.5 GB) |

## Published speeds

None found yet.

Notes: ROCm + Vulkan in llama.cpp. 24GB at ~$950 used.

## Questions

**What is the best local LLM for the Radeon RX 7900 XTX?**
With 24 GB, Qwen3.8 27B (needs 22.7 GB, AA 33.7). 56 of 124 models fit.

**How much does the Radeon RX 7900 XTX cost?**
From about $950 (as of 2026-10-02). 2026 prices are inflated by the memory-chip shortage; check before buying.