Hands-on test of Kimi K3.1Pro: autonomously calls Godot and Blender, builds a playable 3D game in 23 rounds of testing

Beating AI News Flash: Moonshot AI today released Kimi K3.1 Pro. According to community testing, Kimi K3.1 Pro can autonomously invoke the Godot game engine and Blender 3D modeling software to build interactive 3D games and models from scratch. In a game development test, the model independently completed Godot deployment, project construction, and feature debugging, autonomously conducted 23 rounds of testing, and ultimately delivered a playable 3D game along with source project files.

In a 3D modeling test, the model used Blender to generate an interactive model based on a reference image of a mechanical keyboard, including keycaps, mechanical switches, PCB, and housing, supporting part disassembly, keycap pressing, and 360° rotation display. Additionally, in a 3D driving test simulation, the model autonomously built the vehicle physics system and exam scenarios, and through multiple rounds of running, diagnosing, and modifying control algorithms, ultimately completed five tasks including reverse parking, parallel parking, and S-curve driving, achieving a perfect score of 100 with zero collisions and zero line crossings.

In financial research, testing shows that Kimi K3.1 Pro can also assist with financial report data extraction, cross-document verification, financial modeling, and valuation sensitivity analysis. The model supports a million-token context window, with API input pricing at ¥13 per million tokens, ¥1.3 when cache hits, and output pricing at ¥68; the high-speed version outputs at approximately 2 to 3 times the speed of the standard version. Full model weights are expected to be open-sourced within two weeks.