88Z AI, 15 October — Kunlun Wanwei has open-sourced Matrix-Game 4.0, the world's first video large model game capable of real-time operation on a single consumer-grade GPU. Running on an RTX 5090, it achieves 480p resolution at 60 FPS with end-to-end latency under 150ms and peak VRAM usage of 18.5 GiB. Its architecture involves a game engine maintaining world state, a Coding Agent generating or rewriting rules, and a video model handling real-time rendering.
At a glance
- Real-time operation at 480p/60FPS on a single RTX 5090 with latency under 150ms
- Innovative architecture collaborating game engine, Coding Agent, and video model
The update
Kunlun Wanwei Group has officially open-sourced Matrix-Game 4.0, marking the debut of the world's first video large model game capable of real-time operation on a single consumer-grade GPU. In terms of hardware performance, the model supports 480p resolution and a smooth 60 FPS frame rate using just one RTX 5090 graphics card. It maintains end-to-end latency below 150 milliseconds, with peak VRAM usage kept within 18.5 GiB. Regarding its technical paradigm, Matrix-Game 4.0 adopts an innovative collaborative architecture. The game engine is responsible for maintaining the consistency of the virtual world state, while the Coding Agent focuses on generating or dynamically rewriting game rules. The video model handles real-time scene rendering. This division of labor ensures that the game achieves efficient real-time visual output while maintaining high interactivity.
Sources & editorial note
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