BehaviorBench - Age from Personality: leaderboard

BehaviorBench (University of Michigan, 2026) evaluates foundation models on behavioral science tasks at the individual and population levels, using economic-game records, Big Five personality surveys and research literature. This board is the mean absolute error in years of predicting a person age from their five personality dimension scores; lower is better.

Metric: Mean absolute error in years of the age of the subject predicted from the five Big Five dimension scores (Big Five personality dimension scores of held-out survey subjects); lower is better. Source: arxiv.org. Saturation forecast: Not forecast. 18 models tracked.

Top models

#ModelScoreOverall rank
1Llama 3.3 70B Instruct9.3#1357
2Gemini 3.1 Pro (Preview)10.5#94
3GPT-5.4 (High)10.5#123 (GPT-5.4)
4GPT-4.110.6#495
5DeepSeek V3.210.7#406
6GPT-5.4 Mini (High)10.9#389 (GPT-5.4 Mini)
7Qwen 3 4B11.2#2281
8Claude Haiku 4.511.8#568
9Claude Opus 4.613.3#102
10Gemini 3.1 Flash Lite (Preview)14#418
11Claude Sonnet 4.614.5#161

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=behaviorbench-age-from-personality · How It Works · Data refreshed daily, snapshot 2026-11-13.