PersonaMem v1 - 128K - Preference Aligned Recommendations: leaderboard

Metric: Accuracy (%). Source: arxiv.org. 15 models tracked.

Top models

#ModelScore
1GPT-4.157
2Gemini 1.5 Flash55
3Gemini 2.0 Flash Lite52
4Gemini 2.0 Flash51
5DeepSeek R149
6GPT-4.544
7Llama 4 Maverick42
8O142
9GPT-4o Mini41
10O4 Mini41
11O3 Mini41
12GPT-4o37
13Claude 3.5 Haiku32
14Claude 3.7 Sonnet20

Interactive version: theaggregate.ai/benchmark?slug=personamem-v1-128k-preference-aligned-recommendations · How It Works · Data refreshed daily, snapshot 2026-09-19.