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gemma-4-31b-it

M2 Max (30c) · 32 GB · 4bit · 2026-04-16

Performance

4k

tokens

76.8

PP tok/s

12.4

TG tok/s

53344

TTFT (ms)

18.4

Peak mem (GB)

Hardware

Chip M2 Max (30c)

Memory 32 GB

GPU Cores 30

Software

oMLX v0.3.5

macOS macOS 26.4.1

Context 4,096

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	78.2	8.2	16.7 GB	view
4k	76.8	12.4	18.4 GB	current

Batching Results

Batch Size	TG tok/s	Speedup
1×	8.2	1.00×
2×	14.0	1.71×
4×	15.4	1.88×