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Laguna-S2.1-oQ6e

M3 Ultra (80c) · 512 GB · 6bit · 2026-07-22
Performance
128k
tokens
442.2
PP tok/s
30.5
TG tok/s
296397
TTFT (ms)
96.4
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 131,072
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 view
64k 577.9 37.8 91.7 GB view
128k 442.2 30.5 96.4 GB current