Alibaba Qwen · 80B total / 3B active · MoE
Qwen3-Next 80B-A3B needs about 52 GB at Q4_K_M. 11 of the 17 priced rigs we track can hold it. Here's the cheapest, the best value and the fastest. Prices & stock checked 2026-10-23. Prices change daily and some retailers block our checker, so always confirm on the store page.
Ryzen AI Max+ 395, 128GB
Cheapest that fits. Lowest price we've seen on any tracked rig that holds Qwen3-Next 80B-A3B at 4-bit (52 of 96 GB usable).
30-core CPU / 64-core GPU, 96GB
Best value. Lowest price per token/sec among complete systems where it fits comfortably: about $46 per tok/s at 4-bit.
96GB card
Fastest. Most memory bandwidth of the rigs that fit it (1,792 GB/s), so the quickest decode: ~269 tok/s at 4-bit.
GPU price is card only: you still need a host PC.
Check priceUse Q4_K_M on most rigs: it needs ~52 GB. Q8_0 (~91 GB) is a bit more accurate and fits comfortably on 5 of these rigs, e.g. the Lenovo ThinkStation PGX.
| Machine | Price | 4-bit fit & speed | Suggested quant | $ per tok/s |
|---|---|---|---|---|
| Framework Desktop DIYStrix Halo | $3,449 | Fits~72 tok/s | Q4_K_M | $48 |
| GMKtec EVO-X2Strix Halo | $3,500 | Fits~72 tok/s | Q4_K_M | $49 |
| Minisforum MS-S1 MaxStrix Halo | $3,919 | Fits~72 tok/s | Q4_K_M | $55 |
| Beelink GTR9 ProStrix Halo | $4,349 | Fits~72 tok/s | Q4_K_M | $61 |
| Mac Studio M5 UltraMac Studio | $5,499 | Fits~120 tok/s | Q4_K_M | $46 |
| Lenovo ThinkStation PGXDGX Spark / GB10 | $5,859 | Fits~83 tok/s | Q8_0 | $71 |
| ASUS Ascent GX10DGX Spark / GB10 | $5,999 | Fits~83 tok/s | Q8_0 | $72 |
| NVIDIA DGX SparkDGX Spark / GB10 | $6,950 | Fits~83 tok/s | Q8_0 | $84 |
| HP ZGX Nano G1nDGX Spark / GB10 | $7,699 | Fits~83 tok/s | Q8_0 | $93 |
| Gigabyte AI TOP ATOMDGX Spark / GB10 | $8,499 | Fits~83 tok/s | Q8_0 | $102 |
| PNY NVIDIA RTX PRO 6000 BlackwellRTX PRO 6000 (card only, needs a host PC) | $17,899 | Fits~269 tok/s | Q4_K_M | $67 |
Sorted by lowest price. Speeds are estimated single-user decode at ~8K context. Full fit table, including rigs that don't fit: Qwen3-Next 80B-A3B memory requirements. How we estimate
About 52 GB at Q4_K_M and 91 GB at Q8_0, including runtime overhead and ~8K tokens of context for one user. Longer context needs more.
Of the rigs we track, the Framework Desktop DIY at $3,449, estimated ~72 tok/s at 4-bit. Prices checked 2026-10-23.
Q4_K_M is the default: about 52 GB. Q8_0 needs about 91 GB; use it only if you have the room and still get usable speed.
It has 3B active parameters per token, so speed is set by memory bandwidth: from ~72 tok/s on the slowest rig that fits to ~269 tok/s on the PNY NVIDIA RTX PRO 6000 Blackwell. Estimates, not benchmarks.
One short email a week: what got cheaper, what's back in stock, and which new open models your machine can run. Unsubscribe anytime.
