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DeepSeek-V3.2

M3 Ultra (80c) · 512 GB · 4bit · 2026-03-12
Performance
32k
tokens
84.0
PP tok/s
12.8
TG tok/s
390223
TTFT (ms)
382.2
Peak mem (GB)
Hardware
Chip M3 Ultra (80c)
Memory 512 GB
GPU Cores 80
Software
oMLX v0.2.9
macOS macOS 26.3.1
Context 32,768
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 209.8 19.3 354.2 GB view
4k 201.0 15.8 356.6 GB view
8k 169.7 15.1 360.1 GB view
16k 128.0 14.1 367.3 GB view
32k 84.0 12.8 382.2 GB current
Batching Results
Batch Size TG tok/s Speedup
19.3 1.00×
26.4 1.37×