MacBook Pro M4 Max 96GBBudget pick
C188 tok/s decode
~$2,499 MSRP
Can it run?
Runs well
Using Q4_K_M in Ollama
Fit status
Runs well
Decode
377.7 tok/s
TTFT
513 ms
Safe context
89K
Memory
8.6 GB / 48.0 GB
| Workload | Grade | Fit | Decode | TTFT | Context |
|---|---|---|---|---|---|
| Agentic Coding | C | Runs well | 430.2 tok/s | 655 ms | 175K |
| Chat | C | Runs well | 430.2 tok/s | 350 ms | 44K |
| Coding | C | Runs well | 377.7 tok/s | 513 ms | 89K |
| RAG | C | Runs well | 430.2 tok/s | 818 ms | 175K |
| Reasoning | C | Runs well | 430.2 tok/s | 532 ms | 89K |
How Qwen2.5 3B Instruct (3B params) fits at each quantization level on RTX 6000 Ada 48GB (48.0 GB usable).
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 1.2 GB | Low | D30 |
Q3_K_S | 3 | 1.5 GB | Low | D30 |
NVFP4 | 4 |
Upgrade options
~$2,499 MSRP
~$2,499 MSRP
| Medium |
| D30 |
Q4_K_M | 4 | 1.8 GB | Medium | D30 |
Q5_K_M | 5 | 2.2 GB | High | D30 |
Q6_K | 6 | 2.5 GB | High | D31 |
Q8_0 | 8 | 3.2 GB | Very High | D31 |
F16Best for your GPU | 16 | 6.1 GB | Maximum | D32 |
~$3,199 MSRP