Product Positioning & Context
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.
Community Voice & Feedback
How strict is Kimi with sensitive topics? How would you rate it against the big three US models on filter sensitivity toward information security, copyright, interpersonal boundaries, etc.?I'm not talking about explicitly dangerous activity, but about legitimate tasks that that trigger the filters occasionally. An example is Claude Code refusing to configure the Microsoft Entra dashboard because it looks like a hacker attack to it.
K2.6 offers SOTA-level performance at a fraction of the cost. It's open-weights, it's fast, and optimized for long-context tasks across the codebase, as well as the day-to-day work needed to support an always-on agent like @OpenClaw and @KiloClaw. Impressive.
I’ve been on K2.6-code-preview for a while, and now it’s officially K2.6. It has been kind of wild!The model really shines on long-horizon coding: thousands of tool calls across hours of continuous execution, strong generalization across languages and tasks, plus the ability to generate rich, animated frontends with real motion and 3D elements. The agent swarm upgrades (300 parallel sub-agents) and proactive 24/7 agent support also feel like a meaningful step up. As always, Kimi keeps delivering frontier-level models as open source. Respect🫡🫡
Hey PH 👋 Kimi K2.6 is our latest open-source model, built for long-horizon coding and agents - 4,000+ tool calls, over 12 hours of continuous execution, with generalization across languages (Rust, Go, Python) and tasks (frontend, devops, perf optimization).Open-source SOTA on HLE w/ tools (54.0), SWE-Bench Pro (58.6), SWE-bench Multilingual (76.7), BrowseComp (83.2), Toolathlon (50.0), Charxiv w/ python(86.7), Math Vision w/ python (93.2)Live at kimi.com, the app, API, and Kimi Code. Would love your feedback :)
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