Reasoning model by quanttrio · 27.78B parameters
Qwen3.5 27B Claude 4.6 Opus Reasoning Distilled v2 AWQ can run but will be tight at 77% of RAM. Consider a lower quantization or closing other apps.
~9 tok/s
Q4_K_M · 18.4 GB
Alternative: Q3_K_M (15.7 GB, ~11 tok/s)
| Quantization | Memory | Speed | Fits? |
|---|---|---|---|
| Q8_0 | 31.5 GB | ~5 tok/s | ✗ |
| Q6_K | 24.5 GB | ~7 tok/s | ✗ |
| Q5_K_M | 21.2 GB | ~8 tok/s | ✗ |
| Q4_K_M Recommended | 18.4 GB | ~9 tok/s | ✓ |
| Q3_K_M | 15.7 GB | ~11 tok/s | ✓ |
| Q2_K | 12.6 GB | ~15 tok/s | ✓ |
Minimum Mac
MacBook Pro 14" — M3 Pro 18GB
Q2_K · ~8 tok/s · 70% RAM
| Mac | Quant | tok/s | RAM % | |
|---|---|---|---|---|
| MacBook Air · M4 32GB | Q6_K | ~3 | 77% | |
| MacBook Air · M5 32GB | Q6_K | ~4 | 77% | |
| MacBook Air · M6 32GB | Q6_K | ~5 | 77% | |
| MacBook Pro 14" · M1 Pro 32GB | Q6_K | ~5 | 77% | |
| MacBook Pro 14" · M2 Pro 32GB | Q6_K | ~5 | 77% | |
| MacBook Pro 14" · M5 32GB | Q6_K | ~4 | 77% | |
| MacBook Pro 14" · M6 32GB | Q6_K | ~5 | 77% | |
| MacBook Pro 16" · M1 Pro 32GB | Q6_K | ~5 | 77% | |
| MacBook Pro 16" · M1 Max 32GB | Q6_K | ~10 | 77% | |
| MacBook Pro 16" · M2 Pro 32GB | Q6_K | ~5 | 77% | |
| MacBook Pro 16" · M2 Max 32GB | Q6_K | ~10 | 77% | |
| Mac Mini · M2 Pro 32GB | Q6_K | ~5 | 77% | |
| Mac Mini · M4 32GB | Q6_K | ~3 | 77% | |
| Mac Mini · M6 32GB | Q6_K | ~5 | 77% | |
| Mac Studio · M1 Max 32GB | Q6_K | ~10 | 77% | |
| Mac Studio · M2 Max 32GB | Q6_K | ~10 | 77% | |
| iMac · M4 32GB | Q6_K | ~3 | 77% | |
| iMac · M6 32GB | Q6_K | ~5 | 77% | |
| MacBook Pro 14" · M3 Pro 36GB | Q6_K | ~4 | 68% | |
| MacBook Pro 14" · M5 Max 36GB | Q6_K | ~15 | 68% | |
| MacBook Pro 16" · M3 Pro 36GB | Q6_K | ~4 | 68% | |
| MacBook Pro 16" · M3 Max 36GB | Q6_K | ~10 | 68% | |
| MacBook Pro 16" · M4 Max 36GB | Q6_K | ~14 | 68% | |
| MacBook Pro 16" · M5 Max 36GB | Q6_K | ~15 | 68% | |
| Mac Studio · M4 Max 36GB | Q6_K | ~14 | 68% | |
| MacBook Pro 14" · M4 Pro 48GB | Q8_0 | ~5 | 66% | |
| MacBook Pro 14" · M5 Pro 48GB | Q8_0 | ~6 | 66% | |
| MacBook Pro 14" · M5 Max 48GB | Q8_0 | ~12 | 66% | |
| MacBook Pro 14" · M6 Pro 48GB | Q8_0 | ~8 | 66% | |
| MacBook Pro 14" · M6 Max 48GB | Q8_0 | ~17 | 66% | |
| MacBook Pro 16" · M3 Max 48GB | Q8_0 | ~8 | 66% | |
| MacBook Pro 16" · M4 Pro 48GB | Q8_0 | ~5 | 66% | |
| MacBook Pro 16" · M4 Max 48GB | Q8_0 | ~10 | 66% | |
| MacBook Pro 16" · M5 Pro 48GB | Q8_0 | ~6 | 66% | |
| MacBook Pro 16" · M5 Max 48GB | Q8_0 | ~12 | 66% | |
| MacBook Pro 16" · M6 Pro 48GB | Q8_0 | ~8 | 66% | |
| MacBook Pro 16" · M6 Max 48GB | Q8_0 | ~17 | 66% | |
| Mac Mini · M4 Pro 48GB | Q8_0 | ~5 | 66% | |
| Mac Mini · M6 Pro 48GB | Q8_0 | ~8 | 66% | |
| Mac Studio · M6 Max 48GB | Q8_0 | ~17 | 66% | |
| MacBook Pro 14" · M5 Pro 64GB | Q8_0 | ~6 | 49% | |
| MacBook Pro 14" · M5 Max 64GB | Q8_0 | ~12 | 49% | |
| MacBook Pro 14" · M6 Pro 64GB | Q8_0 | ~8 | 49% | |
| MacBook Pro 14" · M6 Max 64GB | Q8_0 | ~17 | 49% | |
| MacBook Pro 16" · M1 Max 64GB | Q8_0 | ~8 | 49% | |
| MacBook Pro 16" · M2 Max 64GB | Q8_0 | ~8 | 49% | |
| MacBook Pro 16" · M3 Max 64GB | Q8_0 | ~8 | 49% | |
| MacBook Pro 16" · M4 Max 64GB | Q8_0 | ~10 | 49% | |
| MacBook Pro 16" · M5 Max 64GB | Q8_0 | ~12 | 49% | |
| MacBook Pro 16" · M6 Pro 64GB | Q8_0 | ~8 | 49% | |
| MacBook Pro 16" · M6 Max 64GB | Q8_0 | ~17 | 49% | |
| Mac Mini · M6 Pro 64GB | Q8_0 | ~8 | 49% | |
| Mac Studio · M1 Max 64GB | Q8_0 | ~8 | 49% | |
| Mac Studio · M1 Ultra 64GB | Q8_0 | ~15 | 49% | |
| Mac Studio · M2 Max 64GB | Q8_0 | ~8 | 49% | |
| Mac Studio · M2 Ultra 64GB | Q8_0 | ~15 | 49% | |
| Mac Studio · M4 Max 64GB | Q8_0 | ~10 | 49% | |
| Mac Studio · M6 Max 64GB | Q8_0 | ~17 | 49% | |
| MacBook Pro 16" · M2 Max 96GB | Q8_0 | ~8 | 33% | |
| MacBook Pro 16" · M3 Max 96GB | Q8_0 | ~8 | 33% | |
| Mac Studio · M2 Max 96GB | Q8_0 | ~8 | 33% | |
| Mac Studio · M2 Ultra 96GB | Q8_0 | ~15 | 33% | |
| Mac Pro · M2 Ultra 96GB | Q8_0 | ~15 | 33% | |
| MacBook Pro 14" · M5 Max 128GB | Q8_0 | ~12 | 25% | |
| MacBook Pro 14" · M6 Max 128GB | Q8_0 | ~17 | 25% | |
| MacBook Pro 16" · M3 Max 128GB | Q8_0 | ~8 | 25% | |
| MacBook Pro 16" · M4 Max 128GB | Q8_0 | ~10 | 25% | |
| MacBook Pro 16" · M5 Max 128GB | Q8_0 | ~12 | 25% | |
| MacBook Pro 16" · M6 Max 128GB | Q8_0 | ~17 | 25% | |
| Mac Studio · M1 Ultra 128GB | Q8_0 | ~15 | 25% | |
| Mac Studio · M2 Ultra 128GB | Q8_0 | ~15 | 25% | |
| Mac Studio · M4 Max 128GB | Q8_0 | ~10 | 25% | |
| Mac Studio · M4 Ultra 128GB | Q8_0 | ~15 | 25% | |
| Mac Studio · M6 Max 128GB | Q8_0 | ~17 | 25% | |
| Mac Pro · M2 Ultra 128GB | Q8_0 | ~15 | 25% | |
| Mac Pro · M4 Ultra 128GB | Q8_0 | ~15 | 25% | |
| MacBook Pro 14" · M6 Max 192GB | Q8_0 | ~17 | 16% | |
| MacBook Pro 16" · M6 Max 192GB | Q8_0 | ~17 | 16% | |
| MacBook Pro 16" · M6 Ultra 192GB | Q8_0 | ~35 | 16% | |
| Mac Studio · M2 Ultra 192GB | Q8_0 | ~15 | 16% | |
| Mac Studio · M4 Ultra 192GB | Q8_0 | ~15 | 16% | |
| Mac Studio · M6 Max 192GB | Q8_0 | ~17 | 16% | |
| Mac Studio · M6 Ultra 192GB | Q8_0 | ~35 | 16% | |
| Mac Pro · M2 Ultra 192GB | Q8_0 | ~15 | 16% | |
| Mac Pro · M4 Ultra 192GB | Q8_0 | ~15 | 16% | |
| Mac Pro · M6 Ultra 192GB | Q8_0 | ~35 | 16% | |
| MacBook Pro 16" · M6 Ultra 256GB | Q8_0 | ~35 | 12% | |
| Mac Studio · M4 Ultra 256GB | Q8_0 | ~15 | 12% | |
| Mac Studio · M6 Ultra 256GB | Q8_0 | ~35 | 12% | |
| Mac Pro · M4 Ultra 256GB | Q8_0 | ~15 | 12% | |
| Mac Pro · M6 Ultra 256GB | Q8_0 | ~35 | 12% | |
| MacBook Pro 16" · M6 Ultra 384GB | Q8_0 | ~35 | 8% | |
| Mac Studio · M6 Ultra 384GB | Q8_0 | ~35 | 8% | |
| Mac Pro · M6 Ultra 384GB | Q8_0 | ~35 | 8% | |
| MacBook Pro 14" · M3 Pro 18GB | Q2_K | ~8 | 70% | |
| MacBook Pro 16" · M3 Pro 18GB | Q2_K | ~8 | 70% | |
| MacBook Air · M1 16GB | Q2_K | ~4 | 79% | |
| MacBook Air · M2 16GB | Q2_K | ~5 | 79% | |
| MacBook Air · M3 16GB | Q2_K | ~5 | 79% | |
| MacBook Air · M4 16GB | Q2_K | ~6 | 79% | |
| MacBook Air · M5 16GB | Q2_K | ~8 | 79% | |
| MacBook Air · M6 16GB | Q2_K | ~11 | 79% | |
| MacBook Pro 14" · M1 Pro 16GB | Q2_K | ~11 | 79% | |
| MacBook Pro 14" · M2 Pro 16GB | Q2_K | ~11 | 79% | |
| MacBook Pro 14" · M5 16GB | Q2_K | ~8 | 79% | |
| MacBook Pro 14" · M6 16GB | Q2_K | ~11 | 79% | |
| MacBook Pro 16" · M1 Pro 16GB | Q2_K | ~11 | 79% | |
| MacBook Pro 16" · M2 Pro 16GB | Q2_K | ~11 | 79% | |
| Mac Mini · M1 16GB | Q2_K | ~4 | 79% | |
| Mac Mini · M2 16GB | Q2_K | ~5 | 79% | |
| Mac Mini · M2 Pro 16GB | Q2_K | ~11 | 79% | |
| Mac Mini · M4 16GB | Q2_K | ~6 | 79% | |
| Mac Mini · M6 16GB | Q2_K | ~11 | 79% | |
| iMac · M1 16GB | Q2_K | ~4 | 79% | |
| iMac · M3 16GB | Q2_K | ~5 | 79% | |
| iMac · M4 16GB | Q2_K | ~6 | 79% | |
| iMac · M6 16GB | Q2_K | ~11 | 79% | |
| MacBook Air · M2 24GB | Q4_K_M | ~3 | 77% | |
| MacBook Air · M3 24GB | Q4_K_M | ~3 | 77% | |
| MacBook Air · M4 24GB | Q4_K_M | ~4 | 77% | |
| MacBook Air · M5 24GB | Q4_K_M | ~5 | 77% | |
| MacBook Air · M6 24GB | Q4_K_M | ~7 | 77% | |
| MacBook Pro 14" · M4 Pro 24GB | Q4_K_M | ~9 | 77% | |
| MacBook Pro 14" · M5 24GB | Q4_K_M | ~5 | 77% | |
| MacBook Pro 14" · M5 Pro 24GB | Q4_K_M | ~10 | 77% | |
| MacBook Pro 14" · M6 24GB | Q4_K_M | ~7 | 77% | |
| MacBook Pro 14" · M6 Pro 24GB | Q4_K_M | ~14 | 77% | |
| MacBook Pro 16" · M4 Pro 24GB | Q4_K_M | ~9 | 77% | |
| MacBook Pro 16" · M5 Pro 24GB | Q4_K_M | ~10 | 77% | |
| MacBook Pro 16" · M6 Pro 24GB | Q4_K_M | ~14 | 77% | |
| Mac Mini · M2 24GB | Q4_K_M | ~3 | 77% | |
| Mac Mini · M4 24GB | Q4_K_M | ~4 | 77% | |
| Mac Mini · M4 Pro 24GB | Q4_K_M | ~9 | 77% | |
| Mac Mini · M6 24GB | Q4_K_M | ~7 | 77% | |
| Mac Mini · M6 Pro 24GB | Q4_K_M | ~14 | 77% | |
| iMac · M3 24GB | Q4_K_M | ~3 | 77% | |
| iMac · M4 24GB | Q4_K_M | ~4 | 77% | |
| iMac · M6 24GB | Q4_K_M | ~7 | 77% | |
| MacBook Air · M1 8GB | — | — | 157% | |
| MacBook Air · M2 8GB | — | — | 157% | |
| MacBook Air · M3 8GB | — | — | 157% | |
| Mac Mini · M1 8GB | — | — | 157% | |
| Mac Mini · M2 8GB | — | — | 157% | |
| iMac · M1 8GB | — | — | 157% | |
| iMac · M3 8GB | — | — | 157% |
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