PersonaMem v1 - 128K - Track Full Preference Evolution: leaderboard

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

Top models

#ModelScore
1O4 Mini73
2Gemini 2.0 Flash70
3GPT-4o68
4DeepSeek R168
5GPT-4.568
6Gemini 2.0 Flash Lite68
7GPT-4.167
8O167
9Llama 4 Maverick66
10Gemini 1.5 Flash65
11GPT-4o Mini60
12Claude 3.5 Haiku55
13O3 Mini54
14Claude 3.7 Sonnet45

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