Local AI Advisor

What hardware can run Qwen3 30B-A3B Instruct 2507?

MoE · 3.3B active31B parameters256K contextOpen sourceApache-2.0

97 of 128 machines in our catalog run it acceptably or better for chat. At Q4_K_M, the weights alone take 18.56 GB to download; context and your other apps need room on top.

Cheapest comfortable for chat

Mac mini M4 24 GB

About $999 · 24 GB unified · 35–45 tok/s

Cheapest comfortable for agentic coding

Mac Studio M1 Max 64 GB

About $2,399 · 64 GB unified · 30–40 tok/s

Download and run it

Verified Hugging Face builds. Pick the machine below for commands sized to its memory and context.

ollama run hf.co/unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF:Q4_K_M

Downloads 18.56 GB (Q4_K_M). Ollama's default context is small: set OLLAMA_CONTEXT_LENGTH=16384 before `ollama serve` for long prompts.

Every machine we rate

Chat uses Open WebUI with short prompts; agentic coding uses OpenCode on a medium repository, which sends large prompts on every step.

MacBook Air

MachineChatAgentic codingChat speedPrice
MacBook Air M1 8 GB8 GB unifiedDoes Not FitDoes Not Fit—$999
MacBook Air M1 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$1,399
MacBook Air M2 8 GB8 GB unifiedDoes Not FitDoes Not Fit—$1,199
MacBook Air M2 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$1,599
MacBook Air M2 24 GB24 GB unifiedComfortableDoes Not Fit30–40 tok/s$1,999
MacBook Air M3 8 GB8 GB unifiedDoes Not FitDoes Not Fit—$1,099
MacBook Air M3 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$1,499
MacBook Air M3 24 GB24 GB unifiedComfortableDoes Not Fit30–40 tok/s$1,899
MacBook Air M4 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$999
MacBook Air M4 24 GB24 GB unifiedComfortableDoes Not Fit35–45 tok/s$1,399
MacBook Air M4 32 GB32 GB unifiedExcellentBorderline25–35 tok/s$1,799
MacBook Air M5 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$1,099
MacBook Air M5 24 GB24 GB unifiedComfortableDoes Not Fit35–55 tok/s$1,499
MacBook Air M5 32 GB32 GB unifiedExcellentBorderline25–45 tok/s$1,899

MacBook Pro

MachineChatAgentic codingChat speedPrice
MacBook Pro M1 Pro 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$1,999
MacBook Pro M1 Pro 32 GB32 GB unifiedExcellentBorderline45–60 tok/s$2,399
MacBook Pro M1 Max 32 GB32 GB unifiedExcellentBorderline85–110 tok/s$3,299
MacBook Pro M1 Max 64 GB64 GB unifiedExcellentComfortable60–80 tok/s$3,699
MacBook Pro M2 Pro 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$2,499
MacBook Pro M2 Pro 32 GB32 GB unifiedExcellentBorderline45–60 tok/s$2,899
MacBook Pro M2 Max 32 GB32 GB unifiedExcellentBorderline85–120 tok/s$3,499
MacBook Pro M2 Max 64 GB64 GB unifiedExcellentComfortable60–85 tok/s$3,899
MacBook Pro M2 Max 96 GB96 GB unifiedExcellentComfortable60–85 tok/s$5,099
MacBook Pro M3 Pro 18 GB18 GB unifiedDoes Not FitDoes Not Fit—$1,999
MacBook Pro M3 Pro 36 GB36 GB unifiedExcellentAcceptable35–45 tok/s$2,399
MacBook Pro M3 Max 36 GB36 GB unifiedExcellentAcceptable65–90 tok/s$3,199
MacBook Pro M3 Max 96 GB96 GB unifiedExcellentAcceptable50–65 tok/s$3,999
MacBook Pro M3 Max 48 GB48 GB unifiedExcellentAcceptable60–85 tok/s$3,699
MacBook Pro M3 Max 64 GB64 GB unifiedExcellentComfortable60–85 tok/s$4,099
MacBook Pro M3 Max 128 GB128 GB unifiedExcellentComfortable60–85 tok/s$5,299
MacBook Pro M4 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$1,599
MacBook Pro M4 24 GB24 GB unifiedComfortableDoes Not Fit35–45 tok/s$1,999
MacBook Pro M4 32 GB32 GB unifiedExcellentBorderline25–35 tok/s$2,399
MacBook Pro M4 Pro 24 GB24 GB unifiedComfortableDoes Not Fit75–100 tok/s$2,399
MacBook Pro M4 Pro 48 GB48 GB unifiedExcellentAcceptable45–60 tok/s$2,799
MacBook Pro M4 Max 36 GB36 GB unifiedExcellentAcceptable80–110 tok/s$3,199
MacBook Pro M4 Max 48 GB48 GB unifiedExcellentAcceptable80–110 tok/s$3,699
MacBook Pro M4 Max 64 GB64 GB unifiedExcellentComfortable80–110 tok/s$4,099
MacBook Pro M4 Max 128 GB128 GB unifiedExcellentComfortable80–110 tok/s$5,299
MacBook Pro M5 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$1,699
MacBook Pro M5 24 GB24 GB unifiedComfortableDoes Not Fit35–55 tok/s$2,099
MacBook Pro M5 32 GB32 GB unifiedExcellentBorderline25–45 tok/s$2,499
MacBook Pro M5 Pro 24 GB24 GB unifiedComfortableDoes Not Fit65–110 tok/s$2,199
MacBook Pro M5 Pro 48 GB48 GB unifiedExcellentAcceptable40–65 tok/s$2,599
MacBook Pro M5 Pro 64 GB64 GB unifiedExcellentAcceptable40–65 tok/s$2,999
MacBook Pro M5 Max 36 GB36 GB unifiedExcellentAcceptable80–130 tok/s$3,599
MacBook Pro M5 Max 48 GB48 GB unifiedExcellentAcceptable75–130 tok/s$3,999
MacBook Pro M5 Max 64 GB64 GB unifiedExcellentComfortable75–130 tok/s$4,399
MacBook Pro M5 Max 128 GB128 GB unifiedExcellentComfortable75–130 tok/s$5,599

Mac mini

MachineChatAgentic codingChat speedPrice
Mac mini M2 8 GB8 GB unifiedDoes Not FitDoes Not Fit—$599
Mac mini M2 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$999
Mac mini M2 24 GB24 GB unifiedComfortableDoes Not Fit30–40 tok/s$1,399
Mac mini M2 Pro 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$1,299
Mac mini M2 Pro 32 GB32 GB unifiedExcellentBorderline45–60 tok/s$1,699
Mac mini M4 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$599
Mac mini M4 24 GB24 GB unifiedComfortableDoes Not Fit35–45 tok/s$999
Mac mini M4 32 GB32 GB unifiedExcellentBorderline25–35 tok/s$1,399
Mac mini M4 Pro 24 GB24 GB unifiedComfortableDoes Not Fit75–100 tok/s$1,399
Mac mini M4 Pro 48 GB48 GB unifiedExcellentAcceptable45–60 tok/s$1,799
Mac mini M4 Pro 64 GB64 GB unifiedExcellentAcceptable45–60 tok/s$2,199
Mac mini M6 16 GB16 GB unifiedDoes Not FitDoes Not Fit—$899
Mac mini M6 24 GB24 GB unifiedComfortableDoes Not Fit35–60 tok/s$1,299
Mac mini M6 32 GB32 GB unifiedExcellentBorderline30–50 tok/s$1,699
Mac mini M5 Pro 24 GB24 GB unifiedComfortableDoes Not Fit65–110 tok/s$1,699
Mac mini M5 Pro 48 GB48 GB unifiedExcellentAcceptable40–65 tok/s$2,099
Mac mini M5 Pro 64 GB64 GB unifiedExcellentAcceptable40–65 tok/s$2,499

Mac Studio

MachineChatAgentic codingChat speedPrice
Mac Studio M1 Max 32 GB32 GB unifiedExcellentBorderline85–110 tok/s$1,999
Mac Studio M1 Max 64 GB64 GB unifiedExcellentComfortable60–80 tok/s$2,399
Mac Studio M1 Ultra 64 GB64 GB unifiedExcellentComfortable90–120 tok/s$4,999
Mac Studio M1 Ultra 128 GB128 GB unifiedExcellentComfortable90–120 tok/s$5,799
Mac Studio M2 Max 32 GB32 GB unifiedExcellentBorderline85–120 tok/s$2,199
Mac Studio M2 Max 64 GB64 GB unifiedExcellentComfortable60–85 tok/s$2,599
Mac Studio M2 Max 96 GB96 GB unifiedExcellentComfortable60–85 tok/s$3,799
Mac Studio M2 Ultra 64 GB64 GB unifiedExcellentComfortable85–110 tok/s$4,999
Mac Studio M2 Ultra 128 GB128 GB unifiedExcellentComfortable85–110 tok/s$5,799
Mac Studio M2 Ultra 192 GB192 GB unifiedExcellentComfortable85–110 tok/s$6,599
Mac Studio M4 Max 48 GB48 GB unifiedExcellentAcceptable80–110 tok/s$2,499
Mac Studio M4 Max 64 GB64 GB unifiedExcellentComfortable80–110 tok/s$2,899
Mac Studio M4 Max 128 GB128 GB unifiedExcellentComfortable80–110 tok/s$4,099
Mac Studio M3 Ultra 96 GB96 GB unifiedExcellentComfortable85–110 tok/s$5,499
Mac Studio M3 Ultra 256 GB256 GB unifiedExcellentComfortable85–110 tok/s$6,299
Mac Studio M3 Ultra 512 GB512 GB unifiedExcellentComfortable85–110 tok/s$7,099
Mac Studio M5 Max 48 GB48 GB unifiedExcellentAcceptable75–130 tok/s$2,499
Mac Studio M5 Max 64 GB64 GB unifiedExcellentComfortable75–130 tok/s$2,899
Mac Studio M5 Max 128 GB128 GB unifiedExcellentComfortable75–130 tok/s$4,099
Mac Studio M5 Ultra 128 GB128 GB unifiedExcellentComfortable120–200 tok/s$5,499
Mac Studio M5 Ultra 256 GB256 GB unifiedExcellentComfortable120–200 tok/s$6,299
Mac Studio M5 Ultra 512 GB512 GB unifiedExcellentComfortable120–200 tok/s$7,099

Mac Pro

MachineChatAgentic codingChat speedPrice
Mac Pro M2 Ultra 64 GB64 GB unifiedExcellentComfortable85–110 tok/s$6,999
Mac Pro M2 Ultra 128 GB128 GB unifiedExcellentComfortable85–110 tok/s$7,799
Mac Pro M2 Ultra 192 GB192 GB unifiedExcellentComfortable85–110 tok/s$8,599

NVIDIA desktops

MachineChatAgentic codingChat speedPrice
Desktop PC · GeForce RTX 3060 12GB · 32 GB RAM12 GB VRAM + 32 GB RAMBorderlineBorderline20–35 tok/s$1,200
Desktop PC · GeForce RTX 3090 · 32 GB RAM24 GB VRAM + 32 GB RAMExcellentAcceptable150–200 tok/s$1,700
Desktop PC · GeForce RTX 3090 · 64 GB RAM24 GB VRAM + 64 GB RAMExcellentAcceptable150–200 tok/s$1,828
Desktop PC · GeForce RTX 4060 Ti 16GB · 32 GB RAM16 GB VRAM + 32 GB RAMBorderlineBorderline30–45 tok/s$1,350
Desktop PC · GeForce RTX 4070 Ti SUPER · 32 GB RAM16 GB VRAM + 32 GB RAMBorderlineBorderline40–65 tok/s$1,700
Desktop PC · GeForce RTX 4080 SUPER · 32 GB RAM16 GB VRAM + 32 GB RAMBorderlineBorderline45–65 tok/s$1,900
Desktop PC · GeForce RTX 4090 · 32 GB RAM24 GB VRAM + 32 GB RAMExcellentAcceptable180–240 tok/s$2,700
Desktop PC · GeForce RTX 4090 · 64 GB RAM24 GB VRAM + 64 GB RAMExcellentAcceptable180–240 tok/s$2,828
Desktop PC · GeForce RTX 5060 Ti 16GB · 32 GB RAM16 GB VRAM + 32 GB RAMBorderlineBorderline45–60 tok/s$1,330
Desktop PC · GeForce RTX 5070 · 32 GB RAM12 GB VRAM + 32 GB RAMBorderlineBorderline25–40 tok/s$1,450
Desktop PC · GeForce RTX 5070 Ti · 32 GB RAM16 GB VRAM + 32 GB RAMBorderlineBorderline55–70 tok/s$1,650
Desktop PC · GeForce RTX 5080 · 32 GB RAM16 GB VRAM + 32 GB RAMBorderlineBorderline160–220 tok/s$1,900
Desktop PC · GeForce RTX 5090 · 32 GB RAM32 GB VRAM + 32 GB RAMExcellentAcceptable240–320 tok/s$2,900
Desktop PC · GeForce RTX 5090 · 64 GB RAM32 GB VRAM + 64 GB RAMExcellentAcceptable240–320 tok/s$3,028
Desktop PC · RTX PRO 6000 Blackwell · 128 GB RAM96 GB VRAM + 128 GB RAMExcellentComfortable230–310 tok/s$17,284
Desktop PC · 2× GeForce RTX 3090 (48 GB) · 128 GB RAM48 GB VRAM + 128 GB RAMExcellentComfortable120–190 tok/s$2,884

AMD desktops

MachineChatAgentic codingChat speedPrice
Desktop PC · Radeon RX 7900 XT · 32 GB RAM20 GB VRAM + 32 GB RAMExcellentBorderline170–280 tok/s$1,550
Desktop PC · Radeon RX 7900 XTX · 32 GB RAM24 GB VRAM + 32 GB RAMExcellentAcceptable170–230 tok/s$1,800
Desktop PC · Radeon RX 7900 XTX · 64 GB RAM24 GB VRAM + 64 GB RAMExcellentAcceptable170–230 tok/s$1,928
Desktop PC · Radeon RX 9070 XT · 32 GB RAM16 GB VRAM + 32 GB RAMBorderlineBorderline50–70 tok/s$1,500
Desktop PC · Radeon AI PRO R9700 · 32 GB RAM32 GB VRAM + 32 GB RAMExcellentAcceptable120–160 tok/s$2,200
Desktop PC · Radeon AI PRO R9700 · 64 GB RAM32 GB VRAM + 64 GB RAMExcellentAcceptable120–160 tok/s$2,328

Intel desktops

MachineChatAgentic codingChat speedPrice
Desktop PC · Intel Arc B580 · 32 GB RAM12 GB VRAM + 32 GB RAMBorderlineBorderline25–35 tok/s$1,150
Desktop PC · Intel Arc Pro B60 24GB · 32 GB RAM24 GB VRAM + 32 GB RAMExcellentAcceptable60–95 tok/s$1,500
Desktop PC · Intel Arc Pro B60 24GB · 64 GB RAM24 GB VRAM + 64 GB RAMExcellentAcceptable60–95 tok/s$1,628

Laptops

MachineChatAgentic codingChat speedPrice
Laptop · GeForce RTX 4060 Laptop · 32 GB RAM8 GB VRAM + 32 GB RAMBorderlineBorderline11–19 tok/s$1,200
Laptop · GeForce RTX 4090 Laptop · 32 GB RAM16 GB VRAM + 32 GB RAMBorderlineBorderline35–60 tok/s$3,000
Laptop · GeForce RTX 5090 Laptop · 32 GB RAM24 GB VRAM + 32 GB RAMExcellentAcceptable130–210 tok/s$3,800
Surface Laptop Ultra · RTX Spark N1X (18-core) · 24 GB24 GB unifiedBorderlineDoes Not Fit60–100 tok/s$2,600
Surface Laptop Ultra · RTX Spark N1X (20-core) · 128 GB128 GB unifiedExcellentAcceptable35–60 tok/s$5,900
Laptop · Ryzen AI 9 HX 370 (Radeon 890M) · 32 GB32 GB unifiedComfortableBorderline20–35 tok/s$1,300
Laptop · Core Ultra 7 258V (Arc 140V) · 32 GB32 GB unifiedComfortableBorderline17–30 tok/s$1,300

Unified-memory PCs

MachineChatAgentic codingChat speedPrice
Ryzen AI Max+ 395 mini PC / Framework Desktop · 64 GB64 GB unifiedExcellentAcceptable50–65 tok/s$1,600
Ryzen AI Max+ 395 mini PC / Framework Desktop · 128 GB128 GB unifiedExcellentAcceptable50–65 tok/s$2,000
NVIDIA DGX Spark (GB10) · 128 GB128 GB unifiedExcellentAcceptable50–65 tok/s$6,950
NVIDIA DGX Spark (GB10) · 64 GB64 GB unifiedExcellentAcceptable50–65 tok/s$4,999

CPU only

MachineChatAgentic codingChat speedPrice
Desktop PC · Ryzen 9 9950X (no GPU) · 64 GB DDR564 GB RAM, no GPUComfortableBorderline11–18 tok/s$1,400