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MiniMax-M2.5

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

Performance

4k

tokens

341.1

PP tok/s

34.7

TG tok/s

12009

TTFT (ms)

121.7

Peak mem (GB)

Hardware

Chip M2 Ultra (76c)

Memory 192 GB

GPU Cores 76

Software

oMLX v0.2.10

macOS macOS 15.2

Context 4,096

Performance by Context Length

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

Batching Results

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