AgentEscapeBench - Difficulty 25: leaderboard
Metric: Success rate (%; share of the 30 difficulty-25 instances (dependency DAGs of 25 tool and item nodes) whose deterministic final flag the agent submits; single run per instance, official APIs at temperature 0.7, multi-turn tool calling with incremental disclosure of hidden nodes). Source: arxiv.org. Saturation forecast: Around 2028. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.6 | 60 |
| 2 | GPT-5.4 | 43.3 |
| 3 | Gemini 3.1 Pro (Preview) | 13.3 |
Interactive version: theaggregate.ai/benchmark?slug=agentescapebench-difficulty-25 · How It Works · Data refreshed daily, snapshot 2026-09-26.