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gemma-4-31b-it

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

Performance

4k

tokens

151.9

PP tok/s

16.0

TG tok/s

26974

TTFT (ms)

19.4

Peak mem (GB)

Hardware

Chip M3 Max (40c)

Memory 64 GB

GPU Cores 40

Software

oMLX v0.3.4

macOS macOS 26.4

Context 4,096

Performance by Context Length

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

Batching Results

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