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Qwen3-Coder-Next

M3 Ultra (80c) · 512 GB · 8bit · 2026-03-08
Performance
4k
tokens
1,872
PP tok/s
58.5
TG tok/s
2188
TTFT (ms)
80.3
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.6
macOS macOS 15.5
Context 4,096
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 1,442 58.8 80.1 GB view
4k 1,872 58.5 80.3 GB current
8k 1,888 55.2 80.5 GB view
16k 1,783 49.9 80.9 GB view
32k 1,549 42.5 81.8 GB view
Batching Results
Batch Size TG tok/s Speedup
58.8 1.00×
103.3 1.76×
166.3 2.83×
260.7 4.43×