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Qwen3-Coder-Next

M3 Ultra (80c) · 256 GB · 8bit · 2026-04-17
Performance
4k
tokens
2,058
PP tok/s
65.3
TG tok/s
1990
TTFT (ms)
81.0
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 256 GB
GPU Cores 80
Software
oMLX v0.3.6
macOS macOS 26.4.1
Context 4,096
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 1,576 66.8 80.1 GB view
4k 2,058 65.3 81.0 GB current
8k 2,078 62.8 81.4 GB view
Batching Results
Batch Size TG tok/s Speedup
66.8 1.00×
116.3 1.74×
179.1 2.68×
264.8 3.96×