| 1 | Mac Studio M3 Ultra 256GB | 475 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 240.5 GB | 131k | Estimated | $7,499 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 240.5 GB headroom remains at this quantization. |
| 2 | Mac Pro M2 Ultra 192GB | 411 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 176.5 GB | 131k | Estimated | $6,999 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 176.5 GB headroom remains at this quantization. |
| 3 | Mac Studio M4 Max 128GB | 347 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 112.5 GB | 131k | Estimated | $4,499 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 112.5 GB headroom remains at this quantization. |
| 4 | MacBook Pro M5 Max 128GB 16-inch | 347 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · MLX · Estimated | MLX | Fits | 112.5 GB | 131k | Estimated | $5,399 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 112.5 GB headroom remains at this quantization. |
| 5 | MacBook Pro M4 Max 128GB 16-inch | 347 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 112.5 GB | 131k | Estimated | $5,999 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 112.5 GB headroom remains at this quantization. |
| 6 | Mac Studio M3 Ultra 96GB | 315 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 80.5 GB | 131k | Estimated | $3,999 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 80.5 GB headroom remains at this quantization. |
| 7 | Mac Studio M4 Max 64GB | 283 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 48.5 GB | 131k | Estimated | $2,999 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 48.5 GB headroom remains at this quantization. |
| 8 | MacBook Pro M4 Max 64GB 16-inch | 283 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 48.5 GB | 131k | Estimated | $4,499 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 48.5 GB headroom remains at this quantization. |
| 9 | Mac Mini M4 Pro 48GB | 267 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 32.5 GB | 131k | Estimated | $1,599 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 32.5 GB headroom remains at this quantization. |
| 10 | MacBook Pro M4 Pro 48GB 14-inch | 267 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 32.5 GB | 131k | Estimated | $2,499 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 32.5 GB headroom remains at this quantization. |
| 11 | Mac Studio M4 Max 48GB | 267 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 32.5 GB | 131k | Estimated | $2,499 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 32.5 GB headroom remains at this quantization. |
| 12 | MacBook Pro M4 Pro 48GB 16-inch | 267 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 32.5 GB | 131k | Estimated | $2,999 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 32.5 GB headroom remains at this quantization. |
| 13 | MacBook Pro M4 Max 48GB 14-inch | 267 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 32.5 GB | 131k | Estimated | $3,499 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 32.5 GB headroom remains at this quantization. |
| 14 | MacBook Pro M4 Max 48GB 16-inch | 267 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 32.5 GB | 131k | Estimated | $3,999 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 32.5 GB headroom remains at this quantization. |
| 15 | Mac Studio M4 Max 36GB | 255 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 20.5 GB | 107k | Estimated | $1,999 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 20.5 GB headroom remains at this quantization. |
| 16 | MacBook Pro M4 Max 36GB 14-inch | 255 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 20.5 GB | 107k | Estimated | $2,999 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 20.5 GB headroom remains at this quantization. |
| 17 | MacBook Pro M4 Max 36GB 16-inch | 255 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 20.5 GB | 107k | Estimated | $3,499 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 20.5 GB headroom remains at this quantization. |
| 18 | Mac Mini M4 32GB | 251 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 16.5 GB | 85k | Estimated | $799 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 16.5 GB headroom remains at this quantization. |
| 19 | MacBook Air M4 32GB 13-inch | 251 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 16.5 GB | 85k | Estimated | $1,499 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 16.5 GB headroom remains at this quantization. |
| 20 | MacBook Air M4 32GB 15-inch | 251 | 8bit | 42.0 tok/s Fastest evidence path: 8bit · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 16.5 GB | 85k | Estimated | $1,699 | 8bit is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 16.5 GB headroom remains at this quantization. |
| 21 | Mac Mini M4 16GB | 231 | Q6_K | 42.0 tok/s Fastest evidence path: Q6_K · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 2.9 GB | 12k | Estimated | $499 | Q6_K is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 2.9 GB headroom remains at this quantization. |
| 22 | MacBook Air M4 16GB 13-inch | 231 | Q6_K | 42.0 tok/s Fastest evidence path: Q6_K · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 2.9 GB | 12k | Estimated | $1,099 | Q6_K is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 2.9 GB headroom remains at this quantization. |
| 23 | MacBook Air M4 16GB 15-inch | 231 | Q6_K | 42.0 tok/s Fastest evidence path: Q6_K · 42.0 tok/s · Ollama · Estimated | Ollama | Fits | 2.9 GB | 12k | Estimated | $1,299 | Q6_K is the current best practical quantization. 42.0 tok/s is estimated from nearby benchmark coverage. 2.9 GB headroom remains at this quantization. |
| 24 | Mac Mini M4 24GB | 227 | 8bit | 38.0 tok/s Fastest evidence path: 8bit · 38.0 tok/s · LM Studio · Estimated | LM Studio | Fits | 8.5 GB | 40k | Estimated | $599 | 8bit is the current best practical quantization. 38.0 tok/s is estimated from nearby benchmark coverage. 8.5 GB headroom remains at this quantization. |
| 25 | MacBook Air M4 24GB 13-inch | 227 | 8bit | 38.0 tok/s Fastest evidence path: 8bit · 38.0 tok/s · LM Studio · Estimated | LM Studio | Fits | 8.5 GB | 40k | Estimated | $1,299 | 8bit is the current best practical quantization. 38.0 tok/s is estimated from nearby benchmark coverage. 8.5 GB headroom remains at this quantization. |
| 26 | Mac Mini M4 Pro 24GB | 227 | 8bit | 38.0 tok/s Fastest evidence path: 8bit · 38.0 tok/s · LM Studio · Estimated | LM Studio | Fits | 8.5 GB | 40k | Estimated | $1,399 | 8bit is the current best practical quantization. 38.0 tok/s is estimated from nearby benchmark coverage. 8.5 GB headroom remains at this quantization. |
| 27 | MacBook Air M4 24GB 15-inch | 227 | 8bit | 38.0 tok/s Fastest evidence path: 8bit · 38.0 tok/s · LM Studio · Estimated | LM Studio | Fits | 8.5 GB | 40k | Estimated | $1,499 | 8bit is the current best practical quantization. 38.0 tok/s is estimated from nearby benchmark coverage. 8.5 GB headroom remains at this quantization. |
| 28 | MacBook Pro M4 Pro 24GB 14-inch | 227 | 8bit | 38.0 tok/s Fastest evidence path: 8bit · 38.0 tok/s · LM Studio · Estimated | LM Studio | Fits | 8.5 GB | 40k | Estimated | $1,999 | 8bit is the current best practical quantization. 38.0 tok/s is estimated from nearby benchmark coverage. 8.5 GB headroom remains at this quantization. |
| 29 | MacBook Pro M4 Pro 24GB 16-inch | 227 | 8bit | 38.0 tok/s Fastest evidence path: 8bit · 38.0 tok/s · LM Studio · Estimated | LM Studio | Fits | 8.5 GB | 40k | Estimated | $2,499 | 8bit is the current best practical quantization. 38.0 tok/s is estimated from nearby benchmark coverage. 8.5 GB headroom remains at this quantization. |