Kimi K2.5 is Kimi's most intelligent and versatile model yet, achieving open-source SoTA performance in Agent, code, visual understanding, and general intelligent tasks. As a native multimodal model with self-directed agent swarms, it supports both visual and text input, offering thinking and non-thinking modes for dialogue and Agent tasks. This advanced model addresses the need for a comprehensive AI solution by integrating diverse capabilities into a single, adaptable framework, making it ideal for complex problem-solving and multifaceted intelligent tasks.