Kimi (Moonshot AI)

Kimi is the AI assistant family from Moonshot AI, one of China's leading AI startups. As of April 2026 the flagship is Kimi K2.6 (released April 2026), an open-source Mixture-of-Experts model with 1 trillion total parameters (32 billion activated per token), 256K-token context window, native thinking mode, tool use, and a strong focus on agentic coding and long-horizon execution. K2.6 reportedly leads several benchmarks including Humanity's Last Exam (54.0 with tools, ahead of GPT-5.4 at 52.1, Claude Opus 4.6 at 53.0, and Gemini 3.1 Pro at 51.4). Its defining capability is the Agent Swarm orchestration layer, which scales to 300 sub-agents and 4,000 coordinated steps — enabling genuinely autonomous engineering work on real codebases without human prompting between steps. Kimi is delivered via Kimi.com, the Kimi mobile app, the Moonshot API, and the Kimi Code CLI, with model weights released openly. Example: A DAO uses Kimi K2.6's Agent Swarm to autonomously refactor an entire Solidity protocol — coordinating sub-agents that analyse the existing contracts, draft the refactored modules, run differential tests, and produce migration documentation — completing in hours work that would take a human team weeks. Why it matters for AI and data in Web3: Kimi's open weights, frontier-tier benchmark performance, and long-horizon agent orchestration make it a top choice for Web3 teams running self-hosted AI on decentralised compute. The 300-agent swarm architecture is particularly relevant to Web3's vision of autonomous on-chain agent economies.

Explore the full Web3 Glossary — 2,062+ expert-curated definitions. Need guidance? Talk to our consultants.