EgoBench - Static Mode: leaderboard

Metric: Joint Success Rate (%; every required tool call issued and the final database state correct, whole request in one user turn). Source: arxiv.org. Saturation forecast: Around December 2027. 8 models tracked.

Top models

#ModelScore
1Gemini 3.1 Pro (Preview)21.34
2Qwen 3.5 397B A17B (Non-reasoning)14.74
3Seed 2.0 Pro (Non-reasoning)13.3
4Kimi K2.5 (Non-reasoning)10.62
5Qwen 3.6 Plus (Non-reasoning)5.26
6GLM-5V Turbo4.29
7MiMo-V2-Omni1.91
8Qwen 3 VL 235B A22B Instruct0.48

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