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Laguna-S2.1-oQ6e

M3 Ultra (80c) · 512 GB · 6bit · 2026-07-22

Performance

32k

tokens

717.0

PP tok/s

42.1

TG tok/s

45701

TTFT (ms)

89.3

Peak mem (GB)

Hardware

Chip M3 Ultra (80c)

Memory 512 GB

GPU Cores 80

Software

oMLX v0.5.3

macOS macOS 26.5.2

Context 32,768

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	848.8	51.5	87.0 GB	view
4k	858.5	50.4	87.3 GB	view
8k	829.5	49.4	87.6 GB	view
16k	791.3	43.0	88.2 GB	view
32k	717.0	42.1	89.3 GB	current
64k	577.9	37.8	91.7 GB	view
128k	442.2	30.5	96.4 GB	view