月之暗面发布 Kimi K3.1 Pro 的开放权重，该模型在 Agent Arena 开源模型中排名第一、总榜第 13。Arena 称其基于 17.5K+ 真实长程智能体会话取得 +5.1% 净提升，在 Work、Code、Chat 三类均为开源第一，较 Kimi K3（Max）提升 4.2 个百分点。
Arena 给出 Kimi K3.1 Pro 在 Agent Arena 的开源排名与分项信号变化，可对照上一代 K3 看进步幅度。
Exciting news: @Kimi_Moonshot has released the open weights for Kimi K3.1 Pro, now #1 among open models in Agent Arena!
Across 17.5K+ real-world, long-horizon agentic sessions from our global community of users, Kimi K3.1 Pro (Max) delivers +5.1% net improvement, ranking #1 open and #13 overall.
It ranks #1 among open models in all three categories: Work, Code, and Chat.
This is a +4.2 percentage point improvement over Kimi K3 (Max), with +0.9% (#6 open). It also improved across all signals. Among open models, it ranks:
- #1 in Bash Reliability (successful shell commands) with +7.9%: (up from K3 at #13 with −4.5%).
- #1 in Praise vs Complaint (sentiment in user reactions) with +7.7%: (up from K3 at #6 with +1.3%).
- #1 in Steerability (responding to user corrections) with +6.5%: (up from K3 at #5 with +0.4%).
- #4 in Confirmed Success (explicit “yes, that worked” from users) with +3.9%: (from K3 at #5 with +3.8%).
Congrats to @Kimi_Moonshot on this contribution to the open ecosystem!
Releasing the model weights of Kimi K3.1 Pro: https://huggingface.co/moonshotai/Kimi-K3.1-Pro We'll keep advancing open intelligence.在 X 查看被引用的帖子
来源：Arena.ai · x.com