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gemma-4-31B-it-oQ4

M3 Ultra (80c) · 512 GB · 4bit · 2026-05-13

Performance

4k

tokens

334.1

PP tok/s

28.5

TG tok/s

12260

TTFT (ms)

20.7

Peak mem (GB)

Hardware

Chip M3 Ultra (80c)

Memory 512 GB

GPU Cores 80

Software

oMLX v0.3.9.dev2

macOS macOS 26.4

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	326.8	29.5	18.1 GB	view
4k	334.1	28.5	20.7 GB	current
8k	332.5	27.2	21.3 GB	view
16k	318.2	25.2	22.4 GB	view
32k	294.4	22.3	25.4 GB	view
64k	241.3	17.2	31.3 GB	view