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gemma4H-31B-oQ8e

M3 Ultra (80c) · 512 GB · 8bit · 2026-07-17

Performance

16k

tokens

312.0

PP tok/s

16.3

TG tok/s

52514

TTFT (ms)

41.2

Peak mem (GB)

Hardware

Chip M3 Ultra (80c)

Memory 512 GB

GPU Cores 80

Software

oMLX v0.5.1

macOS macOS 26.5.2

Context 16,384

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	348.7	17.9	31.8 GB	view
4k	339.2	17.5	33.6 GB	view
8k	326.1	17.1	37.5 GB	view
16k	312.0	16.3	41.2 GB	current
32k	289.3	14.9	49.6 GB	view
64k	249.5	12.6	63.8 GB	view
128k	190.2	9.5	76.4 GB	view