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gemma-4-31b-it

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

Performance

16k

tokens

240.5

PP tok/s

16.7

TG tok/s

68116

TTFT (ms)

39.0

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 16,384

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	view
16k	240.5	16.7	39.0 GB	current
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