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gemma-4-31b-it

M5 Max (40c) · 128 GB · bf16 · 2026-04-26

Performance

1k

tokens

628.5

PP tok/s

7.3

TG tok/s

1629

TTFT (ms)

58.8

Peak mem (GB)

Hardware

Chip M5 Max (40c)

Memory 128 GB

GPU Cores 40

Software

oMLX v0.3.8.dev2

macOS macOS 26.4.1

Context 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	628.5	7.3	58.8 GB	current
4k	672.1	7.2	60.4 GB	view

Batching Results

Batch Size	TG tok/s	Speedup
1×	7.3	1.00×
2×	7.7	1.05×
4×	16.8	2.30×