Physix FrontierPhysix Frontier · News Briefing Card (IT Home · Nov 6, 2026)
Moore Threads completes Day-0 adaptation for Kimi K3.1 Pro
KEY FACTS
- Moonshot AI publicly released the full model weights of Kimi K3.1 Pro on November 4.
- The model has a parameter scale of 3 trillion and supports a 1 million context.
- Moore Threads completed Day-0 adaptation based on MTT S5000 intelligent compute cards and the MUSA software stack.
- The adaptation connects the full chain of model loading, service startup, and basic text and image inference.
- The model ranks first among open-weight models on Agent Arena and 13th among all evaluated models.
KEY DATA
3 trillionParameter scale
1 millionContext length
65.7%Terminal-Bench 4.0 score
61.2%Kimi Code Bench 3.0
PHYSIX OBSERVATION
A domestic GPU achieving Day-0 adaptation on an ultra-large-scale model shows that software stack compatibility is becoming the focus of competition, rather than raw compute alone. For users, trillion-scale open-source models now have an inference path that does not depend on overseas hardware; but there is still a gap between adaptation and stable mass-production service, and ecosystem maturity is the next threshold.
Source: IT Home report