33 devices · 9 brands

AI stations and mini-PCs

Whole machines built around one large pool of memory. Capacity decides which models load at all; bandwidth decides whether they are usable.

Specs verified 2026-10-07 · Prices verified 2026-09-29

Devices339 brands
Most usable memory384 GBMac Studio (M5 Ultra, 512 GB)
Lowest $ per GB (16 GB+)$26.84Beelink SER9 (Ryzen AI 9, 32 GB)

At a glance

AI stationMac Studio (M5 Ultra, 512 GB)384 GB usable · 1,229 GB/s · 169 models fitAI stationMac Studio (M5 Ultra, 256 GB)192 GB usable · 1,229 GB/s · 159 models fitAI stationMac Studio (M3 Ultra, 256 GB)192 GB usable · 819 GB/s · 159 models fitAI stationMac Studio (M2 Ultra, 192 GB)144 GB usable · 800 GB/s · 156 models fit
DeviceUsable memoryBandwidth8B at Q4FitLargest model at Q4Price
Mac Studio (M3 Ultra, 256 GB)AI station · ARM, 3nm TSMC · 2025192 GB unified819 GB/s43–90 tok/s159MiMo-V2.6-Flash · 188.4 GB—
Mac Studio (M5 Ultra, 256 GB)AI station · ARM, 3nm TSMC · 2026192 GB unified1,229 GB/s59–123 tok/s159MiMo-V2.6-Flash · 188.4 GB—
Mac Studio (M2 Ultra, 192 GB)AI station · ARM, 5nm TSMC · 2023144 GB unified800 GB/s43–89 tok/s156Qwen 3 235B-A22B (MoE) · 142.7 GB—
AMD Ryzen AI Max+ 395SoC / APU · Zen 5 + RDNA 3.5 "Strix Halo" · 2025128 GB unified256 GB/s18–38 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
ASUS Ascent GX10 (GB10, 128 GB)Mini PC · GB10 Grace Blackwell Superchip · 2025128 GB unified273 GB/s26–53 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
Beelink GTR9 Pro (Ryzen AI Max+ 395, 128 GB)Mini PC · Zen 5 + RDNA 3.5 "Strix Halo" · 2025128 GB unified256 GB/s18–38 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
Framework Desktop (Ryzen AI Max+ 395, 128 GB)Mini PC · Zen 5 + RDNA 3.5 "Strix Halo" · 2025128 GB unified256 GB/s18–38 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
GMKtec EVO-X2 (Ryzen AI Max+ 395, 128 GB)Mini PC · Zen 5 + RDNA 3.5 "Strix Halo" · 2025128 GB unified256 GB/s18–38 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
HP Z2 Mini G1a (Ryzen AI Max+ PRO 395, 128 GB)Mini PC · Zen 5 + RDNA 3.5 "Strix Halo" · 2025128 GB unified256 GB/s18–38 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
HP ZGX Nano G1n AI Station (GB10, 128 GB)Mini PC · GB10 Grace Blackwell Superchip · 2025128 GB unified273 GB/s26–53 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
NVIDIA DGX SparkAI station · GB10 Grace Blackwell Superchip · 2025128 GB unified273 GB/s26–53 tok/s153Qwen3.8-Flash-Next · 109.5 GB$4,699
NVIDIA DGX Spark (128 GB)Mini PC · GB10 Grace Blackwell Superchip · 2025128 GB unified273 GB/s26–53 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
NVIDIA GB10 Grace BlackwellSoC / APU · GB10 Grace Blackwell Superchip · 2025128 GB unified273 GB/s26–53 tok/s153Qwen3.8-Flash-Next · 109.5 GB—
Mac Studio (M5 Max 40-core GPU, 128 GB)AI station · ARM, 3nm TSMC · 202696 GB unified614 GB/s34–71 tok/s152Mistral Medium 3.5 128B · 77.9 GB—
Mac Studio (M5 Ultra, 96 GB)AI station · ARM, 3nm TSMC · 202672 GB unified1,229 GB/s59–123 tok/s147GPT-OSS 120B · 71.3 GB—
Mac mini (M4 Pro, 64 GB)Mini PC · ARM, 3nm TSMC · 202448 GB unified273 GB/s17–35 tok/s139Qwen 2.5 VL 72B Instruct · 45.1 GB—
Mac mini (M5 Pro, 64 GB)Mini PC · ARM, 3nm TSMC · 202648 GB unified307 GB/s19–39 tok/s139Qwen 2.5 VL 72B Instruct · 45.1 GB—
Mac Studio (M4 Max, 64 GB)AI station · ARM, 3nm TSMC · 202548 GB unified546 GB/s31–64 tok/s139Qwen 2.5 VL 72B Instruct · 45.1 GB—
Mac mini (M5 Pro, 48 GB)Mini PC · ARM, 3nm TSMC · 202636 GB unified307 GB/s19–39 tok/s132K2 Horizon MoVA 36B-A4B · 23.4 GB—
AMD Ryzen AI 9 HX 370SoC / APU · Zen 5 + RDNA 3.5 "Strix Point" · 202432 GB unified120 GB/s9.0–19 tok/s132K2 Horizon MoVA 36B-A4B · 23.4 GB—
Beelink SER9 (Ryzen AI 9, 32 GB)Mini PC · Zen 5 + RDNA 3.5 "Strix Point" · 202532 GB unified120 GB/s9.0–19 tok/s132K2 Horizon MoVA 36B-A4B · 23.4 GB$859
RTX 5090 Desktop (32 GB VRAM, 64 GB RAM)AI station · Blackwell GB202 · 202532 GB1,792 GB/s113–234 tok/s132K2 Horizon MoVA 36B-A4B · 23.4 GB—
Mac Studio (M5 Max 32-core GPU, 36 GB)AI station · ARM, 3nm TSMC · 202627 GB unified460 GB/s27–56 tok/s132K2 Horizon MoVA 36B-A4B · 23.4 GB$2,499
Mac mini (M6, 32 GB)Mini PC · ARM, 2nm TSMC · 202624 GB unified170 GB/s11–22 tok/s132K2 Horizon MoVA 36B-A4B · 23.4 GB—
RTX 3090 Desktop (24 GB VRAM, 64 GB RAM)AI station · Ampere GA102 · 202024 GB936 GB/s60–115 tok/s132K2 Horizon MoVA 36B-A4B · 23.4 GB—
RTX 4090 Desktop (24 GB VRAM, 64 GB RAM)AI station · Ada Lovelace AD102 · 202224 GB1,008 GB/s86–165 tok/s132K2 Horizon MoVA 36B-A4B · 23.4 GB—
Mac mini (M5 Pro, 24 GB)Mini PC · ARM, 3nm TSMC · 202618 GB unified307 GB/s19–39 tok/s102Qwen 3.6 27B · 17.6 GB$1,699
Mac mini (M6, 24 GB)Mini PC · ARM, 2nm TSMC · 202618 GB unified170 GB/s11–22 tok/s102Qwen 3.6 27B · 17.6 GB—
RTX 5060 Ti 16 GB Desktop (16 GB VRAM, 32 GB RAM)AI station · Blackwell GB206 · 202516 GB448 GB/s40–83 tok/s96LFM2.5-24B-A2B · 15.3 GB—
RTX 5080 Desktop (16 GB VRAM, 32 GB RAM)AI station · Blackwell GB203 · 202516 GB960 GB/s74–153 tok/s96LFM2.5-24B-A2B · 15.3 GB—
Mac mini (M4, 16 GB)Mini PC · ARM, 3nm TSMC · 202412 GB unified120 GB/s7.7–16 tok/s85Cosmos 3 Nano · 10.5 GB$599
Mac mini (M6, 16 GB)Mini PC · ARM, 2nm TSMC · 202612 GB unified170 GB/s11–22 tok/s85Cosmos 3 Nano · 10.5 GB$899
RTX 3060 12 GB Desktop (12 GB VRAM, 32 GB RAM)AI station · Ampere GA106 · 202112 GB360 GB/s26–50 tok/s85Cosmos 3 Nano · 10.5 GB—

Speed is Llama 3.1 8B at Q4_K_M: a bandwidth-roofline estimate shown as a range unless the device page marks it measured. Mac memory is the full unified pool; about 75% of it is usable by a model. Fit counts catalogued model variants whose Q4_K_M weights plus runtime overhead fit the usable memory, before any context is added. Methodology

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