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MiniMax-M2.5

M3 Ultra (60c) · 256 GB · 4bit · 2026-03-09
Performance
1k
tokens
504.6
PP tok/s
47.6
TG tok/s
2029
TTFT (ms)
120.7
Peak mem (GB)
Hardware
Chip M3 Ultra (60c)
Memory 256 GB
GPU Cores 60
Software
oMLX v0.2.6
macOS macOS 26.3
Context 1,024
Performance by Context Length
Context PP tok/s TG tok/s Peak Mem
1k 504.6 47.6 120.7 GB current
4k 573.0 40.6 121.7 GB view
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×