← Back to community benchmarks

North-Mini-Code-1.0

M4 Pro (20c) · 48 GB · 4bit · 2026-06-10
Performance
4k
tokens
793.3
PP tok/s
53.3
TG tok/s
5164
TTFT (ms)
18.5
Peak mem (GB)
Hardware
Chip M4 Pro (20c)
Memory 48 GB
GPU Cores 20
Software
oMLX v0.4.4.dev1
macOS macOS 15.7.7
Context 4,096
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 776.3 60.0 17.9 GB view
4k 793.3 53.3 18.5 GB current
Batching Results
Batch Size TG tok/s Speedup
60.0 1.00×
59.9 1.00×
88.3 1.47×