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gemma-4-31B-it-oQ4

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

Performance

16k

tokens

318.2

PP tok/s

25.2

TG tok/s

51497

TTFT (ms)

22.4

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 16,384

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	view
8k	332.5	27.2	21.3 GB	view
16k	318.2	25.2	22.4 GB	current
32k	294.4	22.3	25.4 GB	view
64k	241.3	17.2	31.3 GB	view