Local AI · Recipe · 4× RTX PRO 6000

MiniMax-M3 428B-A23B MXFP4 with SGLang on 4× RTX PRO 6000

MiniMax-M3 428B-A23B MXFP4 with SGLang on 4× RTX PRO 6000: 39.2 tok/s according to github.com (dataset as of Nov 3, 2026).

by ambientlight

39.2tok/sPeak

1 request, synthetic prompt

Source: github.com
Intelligence (original model) · Artificial Analysis29with thinking

Engine

Engine
SGLang
Quantization
MXFP4 Experten + MXFP8 Linears
Model family
MiniMax-M3
Context
1,048,576
Parameters
428B MoE / 23B active
Creator
ambientlight
GitHub stars
5
Repo updated
Aug 20, 2026

Measurements

Every sourced value of this recipe, each with its condition and source. Bars relative to the largest value in the group.

Decode · 1 request

  • Peak (decode)39.2 tok/scontext 1M (1047552 in) Source 

Time to first token

Shorter is better.

What you need

Hardware
4 × NVIDIA RTX PRO 6000 Blackwell
Weights
Engine
SGLang
Context
1,048,576 tokens

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