EverMemBench (Full Context) - Profile Understanding (Skill): leaderboard
Metric: Accuracy (%; whole multi-party dialogue history in context, multiple choice). Source: arxiv.org. Saturation forecast: Around November 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 53.25 |
| 2 | Llama 4 Scout Instruct | 39.64 |
| 3 | GPT-4.1 Mini | 35.5 |
Interactive version: theaggregate.ai/benchmark?slug=evermembench-full-context-profile-understanding-skill · How It Works · Data refreshed daily, snapshot 2026-09-26.