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gemma-4-31b-it

M4 Max (40c) · 48 GB · 4bit · 2026-04-06

Performance

1k

tokens

196.9

PP tok/s

24.0

TG tok/s

5200

TTFT (ms)

17.6

Peak mem (GB)

Hardware

Chip M4 Max (40c)

Memory 48 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	196.9	24.0	17.6 GB	current
4k	199.3	21.0	19.4 GB	view

Batching Results

Batch Size	TG tok/s	Speedup
1×	24.0	1.00×
2×	41.1	1.71×
4×	45.5	1.90×