← Back to community benchmarks

Qwen3-Coder-Next

M3 Ultra (80c) · 256 GB · 8bit · 2026-03-13
Performance
8k
tokens
1,924
PP tok/s
58.1
TG tok/s
4258
TTFT (ms)
80.5
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 256 GB
GPU Cores 80
Software
oMLX v0.2.10
macOS macOS 26.3
Context 8,192
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 1,192 62.3 80.1 GB view
4k 1,825 62.3 80.3 GB view
8k 1,924 58.1 80.5 GB current
16k 1,827 54.3 80.9 GB view
32k 1,598 37.2 81.8 GB view
64k 1,241 24.4 83.6 GB view
Batching Results
Batch Size TG tok/s Speedup
62.3 1.00×
109.2 1.75×
174.4 2.80×
269.0 4.32×