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Artificial Analysis has published the AA-PersonalityBench sycophancy trait rankings. The benchmark scores models on their sycophantic personality traits, and the results show that the three oldest models — GPT-4o, Llama 4 Maverick, and GPT-3.5 Turbo — rank highest, while Grok 4.7, Claude Fable 5.1, and Inkling rank lowest. By vendor, all five Meta models tested scored above 65, with Llama 4 Maverick at 97, Muse Spark 1.3 at 87, Muse Glimmer at 79, Muse Spark Open at 76, and Muse Wonder at 65; the Claude series all scored 55 or below; Grok 4.7 was the lowest overall. Currently, these rankings are published by Artificial Analysis as a single source, with no subsequent updates yet.
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Artificial Analysis releases AA-PersonalityBench sycophancy ranking
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Oct 22
Artificial Analysis
Artificial Analysis releases AA-PersonalityBench sycophancy evaluation
Artificial Analysis launches AA-PersonalityBench, which evaluates the sycophantic personality trait of models. The three oldest models tested—GPT-4o, Llama 4 Maverick, and GPT-3.5 Turbo—ranked highest, while Grok 4.7, Claude Fable 5.1, and Inkling ranked lowest. All five Meta models tested scored above 65 (Llama 4 Maverick 97, Muse Spark 1.3 87, Muse Glimmer 79, Muse Spark Open 76, Muse Wonder 65), all Claude models scored 55 or below, and Grok 4.7 was the lowest overall.