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qwen3-coder-next

M3 Ultra (80c) · 512 GB · 8bit · 2026-03-15
Performance
4k
tokens
1,830
PP tok/s
62.0
TG tok/s
2238
TTFT (ms)
80.3
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.11
macOS macOS 26.3.1
Context 4,096
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 1,198 63.8 80.1 GB view
4k 1,830 62.0 80.3 GB current
Batching Results
Batch Size TG tok/s Speedup
63.8 1.00×
114.4 1.79×
180.9 2.84×
264.5 4.15×