Moonshot AI

A 2.8 trillion parameter sparse Mixture-of-Experts language model with native vision understanding and a context window of up to 1 million tokens. It uses Kimi Delta Attention and Attention Residuals to improve long-con…

• 💬 Chatting
• 💻 Coding
• 🤖 Agents
• 🔍 Research
• 📄 Document analysis
• 🔍 Image analysis New

A coding-focused model built on a 1T parameter MoE architecture with 32B active parameters and a 256K context window. It features native multimodal input (text, image, video), mandatory long-thinking mode, tool calling,…

• 💻 Code generation
• 📝 Text generation
• 💻 Vibe coding
• 🤖 Ai agents New

Moonshot AI’s open-source native multimodal agentic model, built for long-horizon coding, coding-driven design, proactive autonomous execution, and large-scale multi-agent orchestration. It uses a MoE architecture with…

• 💬 Chatting
• 💻 Coding
• 🤖 Agents
• 🔍 Image interpretation
• 🎩 Sophisticated reasoning
• 💻 Vibe coding

Moonshot’s native multimodal open model, trained on about 15T vision-text tokens to power advanced coding and visual reasoning and to orchestrate self-directed agent swarms with up to 100 sub-agents and 1,500 tool calls.

• 💻 Coding
• 📝 Writing
• 📷 Images
• 🎥 Videos

Moonshot AI’s open-source reasoning-oriented K2 variant, built for deep multi-step thinking and tool use. It uses native INT4 quantization, supports a 256k context window, and is aimed at long-horizon agentic workflows…

• 💬 Chatting
• 💻 Coding
• 🔍 Advanced reasoning
• 🧩 Complex problem solving

Moonshot AI’s high-accuracy reasoning model for Chinese and English. It supports long context, solid coding and math, tool and function calling, and clean JSON output for RAG and agent workflows.

• 💻 Coding
• 🌪️ Brainstorming
• 🔒 Cybersecurity education

Kimi-K2-Instruct-0905 is Moonshot AI’s upgraded Kimi K2 instruct model, a 1T-parameter MoE system with 32B active parameters. It is tuned for agentic coding, better real-world coding performance, and stronger frontend g…

• 💬 Chatting
• 🔍 Code reviews
• 🔍 Advanced reasoning
• 🖥️ Frontend development
• 💻 Conversational coding

Moonshot AI’s balanced reasoning model for Chinese and English. It offers long context, steady coding and math, tool and function calling, and clean JSON outputs, tuned for fast, reliable assistants and RAG workflows.