模型精选

AA-PersonalityBench:模型智能水平与 Slop 程度并不对应

精选理由

同一智力水平的模型,一个 Slop 排第1一个排第80,这份榜单挑话少的模型时挺有用。

Artificial Analysis 发布的 AA-PersonalityBench 显示,智力较低的模型通常产生更多 Slop(低质量废话),但前沿模型之间差异也很大。GPT-6 Sol 和 Muse Spark 1.3 的 Intelligence Index 同为 48 分,Slop 排名却分别是第 1 和第 80。Muse Spark 1.3、Qwen3.8 Max、Gemini 4 Argon 智能高但 Slop 分数也高(80、75、70)。GPT-6 Luna 和 Claude Haiku 5.5 在同等智能水平下 Slop 最低,分别只有 4 和 9。

原文 · Artificial Analysis

In AA-PersonalityBench, less intelligent models generally produce more Slop, but Slop still varies widely among frontier models

➤ Same intelligence level but opposing Slop rankings: GPT-6 Sol and Muse Spark 1.3 both score 48 on the Intelligence Index, yet rank 1 and 80 on Slop respectively

➤ High intelligence but also high on slop: Muse Spark 1.3 (Slop 80), Qwen3.8 Max (75) and Gemini 4 Argon (70)

➤ Low slop for their intelligence level: GPT-6 Luna (4) and Claude Haiku 5.5 (9)