EgoBench - Dynamic Easy Mode: leaderboard

Metric: Joint Success Rate (%; every required tool call issued and the final database state correct, cooperative simulated user revealing one step per turn). Source: arxiv.org. Saturation forecast: Around May 2028. 8 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)20.19
2Qwen 3.5 397B A17B (Non-reasoning)18.37
3Qwen 3.6 Plus (Non-reasoning)17.03
4Seed 2.0 Pro (Non-reasoning)14.74
5Kimi K2.5 (Non-reasoning)14.16
6MiMo-V2-Omni6.99
7GLM-5V Turbo6.67
8Qwen 3 VL 235B A22B Instruct1.24

Interactive version: theaggregate.ai/benchmark?slug=egobench-dynamic-easy-mode · How It Works · Data refreshed daily, snapshot 2026-09-25.