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gemma-4-31b-it

M3 Ultra (60c) · 256 GB · 8bit · 2026-05-07

Performance

8k

tokens

248.6

PP tok/s

17.7

TG tok/s

32952

TTFT (ms)

37.9

Peak mem (GB)

Hardware

Chip M3 Ultra (60c)

Memory 256 GB

GPU Cores 60

Software

oMLX v0.3.8

macOS macOS 26.4.1

Context 8,192

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
4k	205.5	18.2	36.4 GB	view
8k	248.6	17.7	37.9 GB	current
16k	240.5	16.7	39.0 GB	view
32k	224.1	15.0	41.9 GB	view
64k	194.2	12.5	47.9 GB	view
128k	149.9	4.4	60.7 GB	view