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Qwen3-Coder-Next

M3 Ultra (80c) · 512 GB · 4bit · 2026-03-14
Performance
4k
tokens
1,919
PP tok/s
68.4
TG tok/s
2134
TTFT (ms)
43.2
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.11
macOS macOS 15.3.2
Context 4,096
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 1,561 71.7 43.0 GB view
4k 1,919 68.4 43.2 GB current
8k 1,929 65.0 43.4 GB view
Batching Results
Batch Size TG tok/s Speedup
71.7 1.00×
125.0 1.74×