Compare
Compare local AI hardware with workload-aware output.
MacBook Pro M1 Pro 16GB wins for coding in balanced mode
Based on model fit, speed, and quality across top recommendations.
MacBook Pro M1 Pro 16GB
WinnerSQwen 3.5 9B
llama.cppQ4_K_MTight fit
10.3 GB / 11.5 GB
25.5 tok/s25K ctx
AGemma 4 E4B
llama.cppQ4_K_MRuns well
8.8 GB / 11.5 GB
21.7 tok/s50K ctx
ACodeGeeX 4 9B
llama.cppQ4_K_MRuns well
8.7 GB / 11.5 GB
25.9 tok/s89K ctx
Quick comparison
| Metric | MacBook Pro M1 Pro 16GB | MacBook Pro M4 16GB |
|---|---|---|
| Models that fit | 3 | 3 |
| Avg decode tok/s | 24.4 | 14.9 |
| Best grade score | 91 | 90 |