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gemma-4-31B-it-oQ4

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

Performance

1k

tokens

326.8

PP tok/s

29.5

TG tok/s

3133

TTFT (ms)

18.1

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 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	326.8	29.5	18.1 GB	current
4k	334.1	28.5	20.7 GB	view
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