Interactive Tool
VRAM Calculator
Pick the model you want to run locally. We'll show which mini PCs have enough unified memory to load it — ranked fastest first.
A 70B model at 4-bit (Q4) needs about
~42 GB
of GPU-allocatable memory (weights + ~20% for context/KV-cache)
10 boxes can run it — fastest first
NVIDIA DGX Spark (GB10 Grace Blackwell)
120GB allocatable · 273 GB/s · fits, 78GB to spare
$4,699+
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ASUS Ascent GX10 (GB10 Grace Blackwell)
120GB allocatable · 273 GB/s · fits, 78GB to spare
$2,999 – $4,100
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Beelink GTR9 Pro (Ryzen AI Max+ 395, 128GB)
96GB allocatable · 256 GB/s · fits, 54GB to spare
$1,899 – $1,999
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HP Z2 Mini G1a (Ryzen AI Max+ PRO 395, 128GB)
96GB allocatable · 256 GB/s · fits, 54GB to spare
$3,300 – $3,734
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GMKtec EVO-X2 (Ryzen AI Max+ 395, 128GB)
96GB allocatable · 215 GB/s · fits, 54GB to spare
$3,399 – $3,499
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Minisforum MS-S1 Max (Ryzen AI Max+ 395, 128GB)
96GB allocatable · 215 GB/s · fits, 54GB to spare
$2,879 – $3,039
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Framework Desktop (Ryzen AI Max+ 395, 128GB)
96GB allocatable · 215 GB/s · fits, 54GB to spare
$1,999
Check Price5 boxes that won't fit this model
GMKtec M6 Ultra Mini PC (Ryzen 7 7640HS, 32GB)
24GB allocatable · lower bandwidth (DDR)* · 18GB short
$429 – $549
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GMKtec M8 Mini PC (Ryzen 5 PRO 6650H)
12GB allocatable · lower bandwidth (DDR)* · 30GB short
$389 – $459
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MAGICNUC AS1 Mini PC (Ryzen 5 3550H)
12GB allocatable · lower bandwidth (DDR)* · 30GB short
$229 – $299
Check Price
* Allocatable memory is an estimate — Apple defaults to ~75% of unified RAM for the GPU (raisable), and budget iGPU boxes depend on BIOS settings. Bandwidth shown only where the manufacturer states it.
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