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gemma-4-31b

M5 Pro (20c) · 64 GB · 8bit · 2026-04-18
Performance
8k
tokens
287.4
PP tok/s
6.3
TG tok/s
28511
TTFT (ms)
34.0
Peak mem (GB)
Hardware
Chip M5 Pro (20c)
Memory 64 GB
GPU Cores 20
Software
oMLX v0.3.6
macOS macOS 26.4.1
Context 8,192
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 290.4 7.8 32.1 GB view
4k 309.0 7.3 33.6 GB view
8k 287.4 6.3 34.0 GB current
Batching Results
Batch Size TG tok/s Speedup
7.8 1.00×
13.4 1.72×
17.8 2.28×
19.0 2.44×