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gemma-4-31b-it

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

Performance

64k

tokens

199.0

PP tok/s

17.6

TG tok/s

329373

TTFT (ms)

30.9

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 65,536

Performance by Context Length

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