| Mac Studio (M3 Ultra, 256 GB)AI 工作站 · ARM, 3nm TSMC · 2025 | 192 GB 统一内存 | 819 GB/s | 43–90 tok/s | 191 | MiMo-V2.6-Flash · 188.4 GB | — |
| Mac Studio (M5 Ultra, 256 GB)AI 工作站 · ARM, 3nm TSMC · 2026 | 192 GB 统一内存 | 1,229 GB/s | 59–123 tok/s | 191 | MiMo-V2.6-Flash · 188.4 GB | — |
| AMD Ryzen AI Max+ PRO 495SoC / APU · Zen 5 + RDNA 3.5 "Gorgon Halo" · 2026-09 | 160 GB 统一内存 | 273 GB/s | 19–40 tok/s | 186 | Solar Open 2 250B-A15B · 151.9 GB | — |
| Framework Desktop (Ryzen AI Max+ PRO 495, 192 GB)迷你主机 · Zen 5 + RDNA 3.5 "Gorgon Halo" · 2026 | 160 GB 统一内存 | 273 GB/s | 19–40 tok/s | 186 | Solar Open 2 250B-A15B · 151.9 GB | $6,799 |
| GMKtec EVO-X5 Pro (Ryzen AI Max+ PRO 495, 192 GB)迷你主机 · Zen 5 + RDNA 3.5 "Gorgon Halo" · 2026 | 160 GB 统一内存 | 273 GB/s | 19–40 tok/s | 186 | Solar Open 2 250B-A15B · 151.9 GB | — |
| Minisforum MS-S1 MAX-P495 (Ryzen AI Max+ PRO 495, 192 GB)迷你主机 · Zen 5 + RDNA 3.5 "Gorgon Halo" · 2026 | 160 GB 统一内存 | 273 GB/s | 19–40 tok/s | 186 | Solar Open 2 250B-A15B · 151.9 GB | — |
| Mac Studio (M2 Ultra, 192 GB)AI 工作站 · ARM, 5nm TSMC · 2023 | 144 GB 统一内存 | 800 GB/s | 43–89 tok/s | 185 | Qwen 3 235B-A22B (MoE) · 142.7 GB | — |
| AMD Ryzen AI Max+ 395SoC / APU · Zen 5 + RDNA 3.5 "Strix Halo" · 2025 | 128 GB 统一内存 | 256 GB/s | 18–38 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| ASUS Ascent GX10 (GB10, 128 GB)迷你主机 · GB10 Grace Blackwell Superchip · 2025 | 128 GB 统一内存 | 273 GB/s | 26–53 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| Beelink GTR9 Pro (Ryzen AI Max+ 395, 128 GB)迷你主机 · Zen 5 + RDNA 3.5 "Strix Halo" · 2025 | 128 GB 统一内存 | 256 GB/s | 18–38 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| Framework Desktop (Ryzen AI Max+ 395, 128 GB)迷你主机 · Zen 5 + RDNA 3.5 "Strix Halo" · 2025 | 128 GB 统一内存 | 256 GB/s | 18–38 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| GMKtec EVO-X2 (Ryzen AI Max+ 395, 128 GB)迷你主机 · Zen 5 + RDNA 3.5 "Strix Halo" · 2025 | 128 GB 统一内存 | 256 GB/s | 18–38 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| HP Z2 Mini G1a (Ryzen AI Max+ PRO 395, 128 GB)迷你主机 · Zen 5 + RDNA 3.5 "Strix Halo" · 2025 | 128 GB 统一内存 | 256 GB/s | 18–38 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| HP ZGX Nano G1n AI Station (GB10, 128 GB)迷你主机 · GB10 Grace Blackwell Superchip · 2025 | 128 GB 统一内存 | 273 GB/s | 26–53 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| NVIDIA DGX SparkAI 工作站 · GB10 Grace Blackwell Superchip · 2025 | 128 GB 统一内存 | 273 GB/s | 26–53 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | $4,699 |
| NVIDIA DGX Spark (128 GB)迷你主机 · GB10 Grace Blackwell Superchip · 2025 | 128 GB 统一内存 | 273 GB/s | 26–53 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| NVIDIA GB10 Grace BlackwellSoC / APU · GB10 Grace Blackwell Superchip · 2025 | 128 GB 统一内存 | 273 GB/s | 26–53 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| NVIDIA Jetson AGX Thor Developer Kit (128 GB)迷你主机 · Blackwell Jetson Thor T5000 · 2025 | 128 GB 统一内存 | 273 GB/s | 26–53 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | $5,499 |
| NVIDIA Jetson Thor (T5000)SoC / APU · Blackwell Jetson Thor T5000 · 2025 | 128 GB 统一内存 | 273 GB/s | 26–53 tok/s | 181 | Step 3.7 Flash 198B-A11B · 112.3 GB | — |
| Mac Studio (M5 Max 40-core GPU, 128 GB)AI 工作站 · ARM, 3nm TSMC · 2026 | 96 GB 统一内存 | 614 GB/s | 34–71 tok/s | 179 | Mistral Medium 3.5 128B · 77.9 GB | — |
| Mac Studio (M5 Ultra, 96 GB)AI 工作站 · ARM, 3nm TSMC · 2026 | 72 GB 统一内存 | 1,229 GB/s | 59–123 tok/s | 172 | GPT-OSS 120B · 71.3 GB | — |
| Mac mini (M4 Pro, 64 GB)迷你主机 · ARM, 3nm TSMC · 2024 | 48 GB 统一内存 | 273 GB/s | 17–35 tok/s | 164 | Qwen 2.5 VL 72B Instruct · 45.1 GB | — |
| Mac mini (M5 Pro, 64 GB)迷你主机 · ARM, 3nm TSMC · 2026 | 48 GB 统一内存 | 307 GB/s | 19–39 tok/s | 164 | Qwen 2.5 VL 72B Instruct · 45.1 GB | — |
| Mac Studio (M4 Max, 64 GB)AI 工作站 · ARM, 3nm TSMC · 2025 | 48 GB 统一内存 | 546 GB/s | 31–64 tok/s | 164 | Qwen 2.5 VL 72B Instruct · 45.1 GB | — |
| Mac mini (M5 Pro, 48 GB)迷你主机 · ARM, 3nm TSMC · 2026 | 36 GB 统一内存 | 307 GB/s | 19–39 tok/s | 157 | K2 Horizon MoVA 36B-A4B · 23.4 GB | — |
| AMD Ryzen AI 9 HX 370SoC / APU · Zen 5 + RDNA 3.5 "Strix Point" · 2024 | 32 GB 统一内存 | 120 GB/s | 9.0–19 tok/s | 157 | K2 Horizon MoVA 36B-A4B · 23.4 GB | — |
| Beelink SER9 (Ryzen AI 9, 32 GB)迷你主机 · Zen 5 + RDNA 3.5 "Strix Point" · 2025 | 32 GB 统一内存 | 120 GB/s | 9.0–19 tok/s | 157 | K2 Horizon MoVA 36B-A4B · 23.4 GB | $859 |
| RTX 5090 Desktop (32 GB VRAM, 64 GB RAM)AI 工作站 · Blackwell GB202 · 2025 | 32 GB | 1,792 GB/s | 113–234 tok/s | 157 | K2 Horizon MoVA 36B-A4B · 23.4 GB | — |
| Mac Studio (M5 Max 32-core GPU, 36 GB)AI 工作站 · ARM, 3nm TSMC · 2026 | 27 GB 统一内存 | 460 GB/s | 27–56 tok/s | 157 | K2 Horizon MoVA 36B-A4B · 23.4 GB | $2,499 |
| Mac mini (M6, 32 GB)迷你主机 · ARM, 2nm TSMC · 2026 | 24 GB 统一内存 | 170 GB/s | 11–22 tok/s | 157 | K2 Horizon MoVA 36B-A4B · 23.4 GB | — |
| RTX 3090 Desktop (24 GB VRAM, 64 GB RAM)AI 工作站 · Ampere GA102 · 2020 | 24 GB | 936 GB/s | 60–115 tok/s | 157 | K2 Horizon MoVA 36B-A4B · 23.4 GB | — |
| RTX 4090 Desktop (24 GB VRAM, 64 GB RAM)AI 工作站 · Ada Lovelace AD102 · 2022 | 24 GB | 1,008 GB/s | 86–165 tok/s | 157 | K2 Horizon MoVA 36B-A4B · 23.4 GB | — |
| Mac mini (M5 Pro, 24 GB)迷你主机 · ARM, 3nm TSMC · 2026 | 18 GB 统一内存 | 307 GB/s | 19–39 tok/s | 120 | Qwen 3.6 27B · 17.6 GB | $1,699 |
| Mac mini (M6, 24 GB)迷你主机 · ARM, 2nm TSMC · 2026 | 18 GB 统一内存 | 170 GB/s | 11–22 tok/s | 120 | Qwen 3.6 27B · 17.6 GB | — |
| RTX 5060 Ti 16 GB Desktop (16 GB VRAM, 32 GB RAM)AI 工作站 · Blackwell GB206 · 2025 | 16 GB | 448 GB/s | 40–83 tok/s | 114 | LFM2.5-24B-A2B · 15.3 GB | — |
| RTX 5080 Desktop (16 GB VRAM, 32 GB RAM)AI 工作站 · Blackwell GB203 · 2025 | 16 GB | 960 GB/s | 74–153 tok/s | 114 | LFM2.5-24B-A2B · 15.3 GB | — |
| Mac mini (M4, 16 GB)迷你主机 · ARM, 3nm TSMC · 2024 | 12 GB 统一内存 | 120 GB/s | 7.7–16 tok/s | 103 | Cosmos 3 Nano · 10.5 GB | $599 |
| Mac mini (M6, 16 GB)迷你主机 · ARM, 2nm TSMC · 2026 | 12 GB 统一内存 | 153 GB/s | 9.7–20 tok/s | 103 | Cosmos 3 Nano · 10.5 GB | $899 |
| RTX 3060 12 GB Desktop (12 GB VRAM, 32 GB RAM)AI 工作站 · Ampere GA106 · 2021 | 12 GB | 360 GB/s | 26–50 tok/s | 103 | Cosmos 3 Nano · 10.5 GB | — |