Kimi K2.6
Open-source SOTA for long-horizon coding and agent swarms
Kimi K2.6 launched on April 21, 2026 with 339 votes, #53 of 21,248 launches that month and more than 99% of that year's launches.
In plain words
Kimi K2.6 is an open-source AI model from Moonshot designed for coding tasks, long-horizon execution, and coordinating agent swarms. It supports orchestration of up to 300 agents simultaneously and provides improved reliability for persistent agent frameworks. The model is intended for developers building complex automated systems and multi-agent applications that require sustained task execution and code generation capabilities.
written from the facts on this page · September 2026
From the sources
Kimi K2.6 is Moonshot’s latest open-source model, built to push coding, long-horizon execution, and agent swarms forward at the same time. It brings stronger end-to-end coding, 300-agent swarm orchestration, and improved reliability for always-on agent frameworks like OpenClaw and Hermes.
Kimi K2.6 advances open-source coding, featuring long-horizon coding, coding-driven design, agent swarms, proactive agents, and the Claw Groups research preview.
We are open sourcing our latest model, Kimi K2.6 , featuring state-of-the-art coding, long-horizon execution, and agent swarm capabilities . Kimi K2.6 is now available via Kimi.ai , the Kimi App, the API , and Kimi Code . Kimi K2.6 shows strong improvements in long-horizon coding tasks, with reliable generalization across programming languages (e.g., Rust, Go, and Python) and tasks (e.g., front-end, devops, and performance optimization). On Kimi Code Bench , our internal coding benchmark covering diverse complicated end-to-end tasks, Kimi K2.6 demonstrates significant improvements over Kimi K2.5. Kimi K2.6 demonstrates strong long-horizon coding in complex engineering tasks: Kimi K2.6…from kimi.ai
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