Coding model by Alibaba · 30.53B parameters
Qwen3 Coder 30B A3B Instruct FP8 can run but will be tight at 84% of RAM. Consider a lower quantization or closing other apps.
~78 tok/s
Q4_K_M · 20.2 GB
Alternative: Q3_K_M (17.2 GB, ~94 tok/s)
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 | 34.6 GB | ~43 tok/s | ✗ |
| Q6_K | 26.9 GB | ~56 tok/s | ✗ |
| Q5_K_M | 23.3 GB | ~66 tok/s | ✗ |
| Q4_K_M Recommended | 20.2 GB | ~78 tok/s | ✓ |
| Q3_K_M | 17.2 GB | ~94 tok/s | ✓ |
| Q2_K | 13.8 GB | ~122 tok/s | ✓ |
Minimum Mac
MacBook Pro 14" — M3 Pro 36GB
Q6_K · ~31 tok/s · 75% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Pro 14" · M3 Pro 36GB | Q6_K | ~31 | 75% | |
| MacBook Pro 14" · M5 Max 36GB | Q6_K | ~126 | 75% | |
| MacBook Pro 16" · M3 Pro 36GB | Q6_K | ~31 | 75% | |
| MacBook Pro 16" · M3 Max 36GB | Q6_K | ~82 | 75% | |
| MacBook Pro 16" · M4 Max 36GB | Q6_K | ~112 | 75% | |
| MacBook Pro 16" · M5 Max 36GB | Q6_K | ~126 | 75% | |
| Mac Studio · M4 Max 36GB | Q6_K | ~112 | 75% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~43 | 72% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~48 | 72% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~96 | 72% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~64 | 72% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~144 | 72% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~63 | 72% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~43 | 72% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~86 | 72% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~48 | 72% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~96 | 72% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~64 | 72% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~144 | 72% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~43 | 72% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~64 | 72% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~144 | 72% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~48 | 54% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~96 | 54% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~64 | 54% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~144 | 54% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~63 | 54% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~63 | 54% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~63 | 54% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~86 | 54% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~96 | 54% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~64 | 54% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~144 | 54% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~64 | 54% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~63 | 54% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~125 | 54% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~63 | 54% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~125 | 54% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~86 | 54% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~144 | 54% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~63 | 36% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~63 | 36% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~63 | 36% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~125 | 36% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~125 | 36% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~96 | 27% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~144 | 27% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~63 | 27% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~86 | 27% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~96 | 27% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~144 | 27% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~125 | 27% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~125 | 27% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~86 | 27% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~128 | 27% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~144 | 27% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~125 | 27% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~128 | 27% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~144 | 18% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~144 | 18% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~289 | 18% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~125 | 18% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~128 | 18% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~144 | 18% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~289 | 18% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~125 | 18% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~128 | 18% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~289 | 18% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~289 | 13% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~128 | 13% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~289 | 13% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~128 | 13% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~289 | 13% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~289 | 9% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~289 | 9% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~289 | 9% | |
| MacBook Pro 14" · M3 Pro 18GB | Q2_K | ~67 | 77% | |
| MacBook Pro 16" · M3 Pro 18GB | Q2_K | ~67 | 77% | |
| MacBook Air · M2 24GB | Q4_K_M | ~28 | 84% | |
| MacBook Air · M3 24GB | Q4_K_M | ~28 | 84% | |
| MacBook Air · M4 24GB | Q4_K_M | ~34 | 84% | |
| MacBook Air · M5 24GB | Q4_K_M | ~44 | 84% | |
| MacBook Air · M6 24GB | Q4_K_M | ~58 | 84% | |
| MacBook Pro 14" · M4 Pro 24GB | Q4_K_M | ~78 | 84% | |
| MacBook Pro 14" · M5 24GB | Q4_K_M | ~44 | 84% | |
| MacBook Pro 14" · M5 Pro 24GB | Q4_K_M | ~87 | 84% | |
| MacBook Pro 14" · M6 24GB | Q4_K_M | ~58 | 84% | |
| MacBook Pro 14" · M6 Pro 24GB | Q4_K_M | ~116 | 84% | |
| MacBook Pro 16" · M4 Pro 24GB | Q4_K_M | ~78 | 84% | |
| MacBook Pro 16" · M5 Pro 24GB | Q4_K_M | ~87 | 84% | |
| MacBook Pro 16" · M6 Pro 24GB | Q4_K_M | ~116 | 84% | |
| Mac Mini · M2 24GB | Q4_K_M | ~28 | 84% | |
| Mac Mini · M4 24GB | Q4_K_M | ~34 | 84% | |
| Mac Mini · M4 Pro 24GB | Q4_K_M | ~78 | 84% | |
| Mac Mini · M6 24GB | Q4_K_M | ~58 | 84% | |
| Mac Mini · M6 Pro 24GB | Q4_K_M | ~116 | 84% | |
| iMac · M3 24GB | Q4_K_M | ~28 | 84% | |
| iMac · M4 24GB | Q4_K_M | ~34 | 84% | |
| iMac · M6 24GB | Q4_K_M | ~58 | 84% | |
| MacBook Air · M4 32GB | Q6_K | ~25 | 84% | |
| MacBook Air · M5 32GB | Q6_K | ~32 | 84% | |
| MacBook Air · M6 32GB | Q6_K | ~42 | 84% | |
| MacBook Pro 14" · M1 Pro 32GB | Q6_K | ~41 | 84% | |
| MacBook Pro 14" · M2 Pro 32GB | Q6_K | ~41 | 84% | |
| MacBook Pro 14" · M5 32GB | Q6_K | ~32 | 84% | |
| MacBook Pro 14" · M6 32GB | Q6_K | ~42 | 84% | |
| MacBook Pro 16" · M1 Pro 32GB | Q6_K | ~41 | 84% | |
| MacBook Pro 16" · M1 Max 32GB | Q6_K | ~82 | 84% | |
| MacBook Pro 16" · M2 Pro 32GB | Q6_K | ~41 | 84% | |
| MacBook Pro 16" · M2 Max 32GB | Q6_K | ~82 | 84% | |
| Mac Mini · M2 Pro 32GB | Q6_K | ~41 | 84% | |
| Mac Mini · M4 32GB | Q6_K | ~25 | 84% | |
| Mac Mini · M6 32GB | Q6_K | ~42 | 84% | |
| Mac Studio · M1 Max 32GB | Q6_K | ~82 | 84% | |
| Mac Studio · M2 Max 32GB | Q6_K | ~82 | 84% | |
| iMac · M4 32GB | Q6_K | ~25 | 84% | |
| iMac · M6 32GB | Q6_K | ~42 | 84% | |
| MacBook Air · M1 8GB | — | — | 172% | |
| MacBook Air · M2 8GB | — | — | 172% | |
| MacBook Air · M3 8GB | — | — | 172% | |
| Mac Mini · M1 8GB | — | — | 172% | |
| Mac Mini · M2 8GB | — | — | 172% | |
| iMac · M1 8GB | — | — | 172% | |
| iMac · M3 8GB | — | — | 172% | |
| MacBook Air · M1 16GB | — | — | 86% | |
| MacBook Air · M2 16GB | — | — | 86% | |
| MacBook Air · M3 16GB | — | — | 86% | |
| MacBook Air · M4 16GB | — | — | 86% | |
| MacBook Air · M5 16GB | — | — | 86% | |
| MacBook Air · M6 16GB | — | — | 86% | |
| MacBook Pro 14" · M1 Pro 16GB | — | — | 86% | |
| MacBook Pro 14" · M2 Pro 16GB | — | — | 86% | |
| MacBook Pro 14" · M5 16GB | — | — | 86% | |
| MacBook Pro 14" · M6 16GB | — | — | 86% | |
| MacBook Pro 16" · M1 Pro 16GB | — | — | 86% | |
| MacBook Pro 16" · M2 Pro 16GB | — | — | 86% | |
| Mac Mini · M1 16GB | — | — | 86% | |
| Mac Mini · M2 16GB | — | — | 86% | |
| Mac Mini · M2 Pro 16GB | — | — | 86% | |
| Mac Mini · M4 16GB | — | — | 86% | |
| Mac Mini · M6 16GB | — | — | 86% | |
| iMac · M1 16GB | — | — | 86% | |
| iMac · M3 16GB | — | — | 86% | |
| iMac · M4 16GB | — | — | 86% | |
| iMac · M6 16GB | — | — | 86% |
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