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gemma-4-31b-it

M5 Pro (16c) · 48 GB · 4bit · 2026-06-04

Performance

4k

tokens

306.7

PP tok/s

13.0

TG tok/s

13353

TTFT (ms)

20.2

Peak mem (GB)

Hardware

Chip M5 Pro (16c)

Memory 48 GB

GPU Cores 16

Software

oMLX v0.4.2.dev1

macOS macOS 26.5.1

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	310.8	13.5	17.6 GB	view
4k	306.7	13.0	20.2 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	13.5	1.00×
2×	21.2	1.57×
4×	23.4	1.73×