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gemma-4-31b-it

M3 Max (40c) · 64 GB · 4bit · 2026-04-05

Performance

1k

tokens

171.5

PP tok/s

17.9

TG tok/s

5972

TTFT (ms)

17.6

Peak mem (GB)

Hardware

Chip M3 Max (40c)

Memory 64 GB

GPU Cores 40

Software

oMLX v0.3.4

macOS macOS 26.4

Context 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	171.5	17.9	17.6 GB	current
4k	151.9	16.0	19.4 GB	view

Batching Results

Batch Size	TG tok/s	Speedup
1×	17.9	1.00×
2×	28.4	1.59×
4×	26.5	1.48×