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gemma-4-31B-it-oQ4

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

Performance

32k

tokens

284.3

PP tok/s

22.2

TG tok/s

115250

TTFT (ms)

25.4

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 32,768

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	315.4	29.2	18.1 GB	view
4k	332.2	28.4	20.7 GB	view
8k	330.9	27.1	21.3 GB	view
16k	308.3	25.2	22.4 GB	view
32k	284.3	22.2	25.4 GB	current
64k	235.7	17.4	31.3 GB	view