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Qwen3.5-35B-A3B

M3 Ultra (80c) · 512 GB · 4bit · 2026-03-11
Performance
32k
tokens
1,950
PP tok/s
24.8
TG tok/s
16809
TTFT (ms)
21.6
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.8
macOS macOS 15.6
Context 32,768
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 2,093 31.7 20.0 GB view
4k 2,420 29.7 20.2 GB view
8k 2,437 28.5 20.4 GB view
16k 2,276 28.1 20.8 GB view
32k 1,950 24.8 21.6 GB current
64k 1,450 24.6 23.3 GB view
Batching Results
Batch Size TG tok/s Speedup
31.7 1.00×
80.3 2.53×
176.7 5.57×
391.8 12.36×