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在 AA-PersonalityBench 中，与直接前代相比，Kimi K3.1 Pro 的人格变化幅度是我们观察到的最大的一次。每个模型在 30 项人格特质上分别按 1 到 100 的百分位排名。综合全部 30 项特质，Kimi K3.1 Pro 的排名相较 Kimi K3 平均变动了 30 个百分点（其次是 GPT-6 Sol 到 GPT-6.1 Sol，变动 23 个百分点）；其中 30 项特质里有 18 项变动了至少 25 个百分点。
- 谁
- Artificial Analysis
- 引文
In AA-PersonalityBench, Kimi K3.1 Pro shows the biggest personality change we’ve seen compared to a direct predecessor
发生了什么
在 AA-PersonalityBench 中，与直接前代相比，Kimi K3.1 Pro 的人格变化幅度是我们观察到的最大的一次 每个模型在 30 项人格特质上分别按 1 到 100 的百分位排名。综合全部 30 项特质，Kimi K3.1 Pro 的排名相较 Kimi K3 平均变动了 30 个百分点（其次是 GPT-6 Sol 到 GPT-6.1 Sol，变动 23 个百分点）；其中 30 项特质里有 18 项变动了至少 25 个百分点。
接下来读什么
查看这件事的完整进展Artificial Analysis Finds Kimi K3.1 Pro’s Largest Personality Shift vs. Its PredecessorIn AA-PersonalityBench, Kimi K3.1 Pro shows the biggest personality change we’ve seen compared to a direct predecessor
Each model is percentile ranked from 1 to 100 on each of 30 personality traits. Across all 30 traits, Kimi K3.1 Pro's ranks moved by an average of 30 points from Kimi K3's (next largest is 23, for GPT-6 Sol to GPT-6.1 Sol), and 18 of the 30 traits moved by 25 points or more.
这件事到目前为止
Artificial Analysis reports that Kimi K3.1 Pro had the largest personality shift it has measured between a model and its direct predecessor on AA-PersonalityBench. Across 30 traits, its percentile ranks moved by an average of 30 points from Kimi K3; 18 traits shifted by at least 25 points. Artificial Analysis says the next-largest average shift was 23 points, between GPT-6 Sol and GPT-6.1 Sol. The benchmark ranks each model from 1 to 100 on each trait.
每天一封，跟上 AI 的重要变化
模型发布、价格变化、算力进展，附原始来源。免费，确认后开始发送，随时一键退订。 看一份往期日报 · 2026-11-03