Moonshot AI K3 is built for long-horizon work, combining a very large parameter count with a context window sized for extended documents and complex workflows.

The model is said to perform competitively on coding and reasoning benchmarks against top US rivals, narrowing the performance gap in these areas.

Full weights are scheduled for release by July 27, which could widen access for developers and researchers building on the model.