What is Kimi K2.5
Kimi K2.5 is Moonshot AI's all-new open-source all-around flagship model. The model is trained on approximately 15T of visual and text data, possesses top-tier code generation and visual understanding capabilities, supports autonomous Agent cluster collaboration, and can schedule up to 100 sub-agents to process complex tasks in parallel, greatly improving execution efficiency. Kimi K2.5 offers four modes: fast, thinking, Agent, and Agent cluster, suitable for a variety of scenarios, including front-end development, office automation, and complex problem solving. The model can be accessed through Kimi.com、Kimi App, the Kimi Open Platform, and Kimi Code (Kimi's newly launched programming tool) and other platforms, helping users complete tasks efficiently.
Main features of Kimi K2.5
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Visual and text fusion: Kimi K2.5 can process text and images simultaneously, understand design drawings, videos, and other content, enabling "look at an image and write an application," and converting visual content into interactive web pages or code, supporting pixel-level replication and visual adjustments.
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Multi-mode thinking: The model supports switching between thinking mode and fast mode. Thinking mode is suitable for complex tasks and can perform deep logical reasoning; fast mode is suitable for instant Q&A with rapid responses.
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Agent collaboration (Agent Swarm): In complex tasks, Kimi K2.5 can break down tasks and schedule multiple "clones" to work collaboratively, supporting high-concurrency processing and completing up to 1500 steps of operations, suitable for batch tasks and multi-perspective analysis.
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Expert-level office assistant (Office Agent): The model deeply optimizes the use of office software such as PPT, Word, and Excel, can process text and parse charts and complex layouts, and provides professional-grade output.
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Local programming support (Kimi Code): A terminal-based Coding Agent that supports create, read, update, and delete operations on local code, automatically generates and modifies code, runs tests, and explains changes, making it convenient for developers to use.
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One-click deployment and application generation: Generated web pages or applications can be directly deployed online, quickly turning designs into actual usable products.
Performance of Kimi K2.5
Kimi K2.5 is a native multimodal model trained on approximately 15T of mixed visual and text data, and performs excellently in tasks such as visual understanding, image generation, and video analysis. For example, in visual benchmarks such as MMMU-Pro and MathVision, Kimi K2.5 performs better than or close to other top models.
Kimi K2.5 project official website
- Project official website：https://www.kimi.com/blog/kimi-k2-5.html
- HuggingFace model library：https://huggingface.co/collections/moonshotai/kimi-k25
Kimi K2.5 API calling pricing
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Input (non-cached): ¥4 per M Tokens, 50% lower than K2 Turbo.
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Input (cached): ¥0.7 per M Tokens, 30% lower than K2 Turbo.
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Output: ¥21 per M Tokens, 63.8% lower than K2 Turbo.
Application scenarios of Kimi K2.5
- Software development and programming: Kimi K2.5 can directly convert design drawings or videos into interactive web pages or applications, support local code generation, modification, and one-click deployment, greatly improving development efficiency.
- Office automation: The model can serve as an expert-level office assistant, deeply optimizing PPT, Word, and Excel documents, supporting batch task processing and multi-task collaboration, significantly improving office efficiency.
- Education and Learning: Kimi K2.5 can generate personalized learning plans and teaching materials based on students' needs, provide real-time tutoring, and reduce teachers' lesson preparation burden.
- Creativity and Design: The model can directly convert design drafts into code, support batch generation of creative assets and visual adjustments, helping designers complete projects quickly.
- Business and Market Analysis: Kimi K2.5 can quickly conduct market research, generate business plans, and assist decision-making through data visualization, helping enterprises analyze markets efficiently.