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Qwen3-Coder-Next

M3 Ultra (80c) · 512 GB · 8bit · 2026-03-10
Performance
16k
tokens
1,793
PP tok/s
50.8
TG tok/s
9137
TTFT (ms)
80.9
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.7
macOS macOS 15.7.4
Context 16,384
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 1,245 61.1 80.1 GB view
4k 1,801 58.6 80.3 GB view
8k 1,884 55.9 80.5 GB view
16k 1,793 50.8 80.9 GB current
32k 1,555 43.2 81.8 GB view
64k 1,190 32.9 83.6 GB view
Batching Results
Batch Size TG tok/s Speedup
61.1 1.00×
103.8 1.70×
170.2 2.79×
247.9 4.06×