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MiniMax-M2.5

M2 Ultra (76c) · 192 GB · 4bit · 2026-03-13

Performance

1k

tokens

295.1

PP tok/s

41.8

TG tok/s

3470

TTFT (ms)

120.7

Peak mem (GB)

Hardware

Chip M2 Ultra (76c)

Memory 192 GB

GPU Cores 76

Software

oMLX v0.2.10

macOS macOS 15.2

Context 1,024

Performance by Context Length

Context	PP tok/s	TG tok/s	Peak Mem
1k	295.1	41.8	120.7 GB	current
4k	341.1	34.7	121.7 GB	view

Batching Results

Batch Size	TG tok/s	Speedup
1×	41.8	1.00×
2×	60.7	1.45×
4×	79.7	1.91×