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MiniMax-M2.5

M3 Ultra (60c) · 256 GB · 4bit · 2026-03-09
Performance
4k
tokens
573.0
PP tok/s
40.6
TG tok/s
7149
TTFT (ms)
121.7
Peak mem (GB)
Hardware
Chip M3 Ultra (60c)
Memory 256 GB
GPU Cores 60
Software
oMLX v0.2.6
macOS macOS 26.3
Context 4,096
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 504.6 47.6 120.7 GB view
4k 573.0 40.6 121.7 GB current
Batching Results
Batch Size TG tok/s Speedup
1× 47.6 1.00×
2× 72.2 1.52×
4× 98.5 2.07×
8× 131.6 2.76×