EverMemBench (Full Context) - Memory Awareness (Proactivity): leaderboard
Metric: Accuracy (%; whole multi-party dialogue history in context, multiple choice). Source: arxiv.org. Saturation forecast: Estimated already saturated. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 98.36 |
| 2 | Llama 4 Scout Instruct | 43.79 |
| 3 | GPT-4.1 Mini | 25.06 |
Interactive version: theaggregate.ai/benchmark?slug=evermembench-full-context-memory-awareness-proactivity · How It Works · Data refreshed daily, snapshot 2026-09-26.