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gemma-4-31b-it

M4 Max (40c) · 128 GB · 4bit · 2026-04-16

Performance

1k

tokens

200.8

PP tok/s

23.5

TG tok/s

5100

TTFT (ms)

17.6

Peak mem (GB)

Hardware

Chip M4 Max (40c)

Memory 128 GB

GPU Cores 40

Software

oMLX v0.3.5.dev1

macOS macOS 26.4

Context 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	200.8	23.5	17.6 GB	current
4k	201.4	22.3	19.3 GB	view

Batching Results

Batch Size	TG tok/s	Speedup
1×	23.5	1.00×
2×	40.6	1.73×
4×	45.3	1.93×