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gemma-4-31b-it

M1 Max (24c) · 64 GB · 4bit · 2026-04-12
Performance
1k
tokens
55.8
PP tok/s
9.4
TG tok/s
18354
TTFT (ms)
17.6
Peak mem (GB)
Hardware
Chip M1 Max (24c)
Memory 64 GB
GPU Cores 24
Software
oMLX v0.3.5.dev1
macOS macOS 26.3
Context 1,024
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 55.8 9.4 17.6 GB current
4k 54.7 8.8 19.3 GB view
Batching Results
Batch Size TG tok/s Speedup
1× 9.4 1.00×
2× 10.9 1.16×
4× 12.3 1.31×