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Laguna-S2.1-oQ6e

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

Performance

1k

tokens

848.8

PP tok/s

51.5

TG tok/s

1208

TTFT (ms)

87.0

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 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	848.8	51.5	87.0 GB	current
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	view
64k	577.9	37.8	91.7 GB	view
128k	442.2	30.5	96.4 GB	view