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gemma-4-31b-it

M3 Ultra (60c) · 256 GB · 4bit · 2026-05-11

Performance

32k

tokens

228.0

PP tok/s

22.7

TG tok/s

143720

TTFT (ms)

22.8

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 32,768

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
32k	228.0	22.7	22.8 GB	current
64k	199.0	17.6	30.9 GB	view
128k	154.7	12.1	42.8 GB	view
195k	124.7	8.5	57.9 GB	view