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gemma-4-31b-it

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

Performance

128k

tokens

149.9

PP tok/s

4.4

TG tok/s

874444

TTFT (ms)

60.7

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 131,072

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	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	current