Mac mini M4 64GBBudget pick
C12 tok/s decode
~$1,099 MSRP
Can it run?
Tight fit
Using Q4_K_M in Ollama
Fit status
Tight fit
Decode
15.2 tok/s
TTFT
12716 ms
Safe context
17K
Memory
24.5 GB / 25.9 GB
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Agentic Coding | C | Runs with offload | 15.2 tok/s | 18495 ms | 34K |
| Chat | C | Tight fit | 15.2 tok/s | 6936 ms | 8K |
| Coding | C | Tight fit | 15.2 tok/s | 12716 ms | 17K |
| RAG | C | Runs with offload | 15.2 tok/s | 23119 ms | 34K |
| Reasoning | C | Tight fit | 15.2 tok/s | 15027 ms | 17K |
How Qwen3-Coder 30B A3B Instruct (30.5B params) fits at each quantization level on MacBook Pro M3 Pro 36GB (25.9 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 11.9 GB | Low | D39 |
Q3_K_S | 3 | 14.9 GB | Low | C42 |
NVFP4 | 4 |
ollama run qwen-3-coder-30b-a3bhuggingface-cli download qwen-3-coder-30b-a3bUpgrade options
~$1,099 MSRP
~$1,599 MSRP
17.1 GB |
| Medium |
| C44 |
Q4_K_MBest for your GPU | 4 | 18.6 GB | Medium | C45 |
Q5_K_M | 5 | 22.0 GB | High | C45 |
Q6_K | 6 | 25.0 GB | High | C45 |
Q8_0 | 8 | 32.6 GB | Very High | F0 |
F16 | 16 | 62.5 GB | Maximum | F0 |
~$2,499 MSRP