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gemma-4-31b-it

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

Performance

1k

tokens

310.8

PP tok/s

13.5

TG tok/s

3295

TTFT (ms)

17.6

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 1,024

Performance by Context Length

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

Batching Results

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