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Qwen3-Coder-Next

M3 Ultra (80c) · 512 GB · 8bit · 2026-03-10
Performance
8k
tokens
1,884
PP tok/s
55.9
TG tok/s
4350
TTFT (ms)
80.5
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 8,192
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 current
16k 1,793 50.8 80.9 GB view
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×