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Qwen3-Coder-Next

M3 Ultra (80c) · 256 GB · 8bit · 2026-03-13
Performance
16k
tokens
1,838
PP tok/s
48.9
TG tok/s
8915
TTFT (ms)
81.0
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 256 GB
GPU Cores 80
Software
oMLX v0.2.11
macOS macOS 26.3
Context 16,384
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 1,572 64.9 80.1 GB view
4k 1,924 62.7 80.3 GB view
8k 1,939 60.3 80.5 GB view
16k 1,838 48.9 81.0 GB current
32k 1,609 26.9 81.8 GB view
64k 1,241 14.1 83.6 GB view
Batching Results
Batch Size TG tok/s Speedup
64.9 1.00×
111.9 1.72×
185.9 2.86×