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Qwen3.5-4B

M3 Ultra (80c) · 512 GB · 4bit · 2026-03-19

Performance

4k

tokens

2,602

PP tok/s

139.5

TG tok/s

1574

TTFT (ms)

4.8

Peak mem (GB)

Hardware

Chip M3 Ultra (80c)

Memory 512 GB

GPU Cores 80

Software

oMLX v0.2.18

macOS macOS 15.3

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	2,589	151.1	4.0 GB	view
4k	2,602	139.5	4.8 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	151.1	1.00×
2×	265.7	1.76×
4×	375.7	2.49×