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gemma-4-31b-it

M5 (10c) · 32 GB · 4bit · 2026-05-18

Performance

32k

tokens

149.2

PP tok/s

5.1

TG tok/s

219630

TTFT (ms)

23.6

Peak mem (GB)

Hardware

Chip M5 (10c)

Memory 32 GB

GPU Cores 10

Software

oMLX v0.3.9.dev2

macOS macOS 26.4.1

Context 32,768

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	184.7	7.0	17.4 GB	view
32k	149.2	5.1	23.6 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	7.0	1.00×
2×	13.2	1.89×
4×	15.6	2.23×