**SharpeBench: A luck-robust benchmark for AI trading agents**

> Every trading-agent leaderboard ranks the luckiest run over one quarter. SharpeBench — now open-source — ranks the skill that survives deflation, and proves it forward. Give a thousand monkeys a quarter of market data and one of them will look like Renaissance. Rank traders by return over a short window and you are mostly ranking the variance of noise, not skill. Today we are open-sourcing SharpeBench , a luck-robust...

**来源信息**
- **来源**：Hacker News：AI 热帖
- **分类**：论文
- **发布时间**：2026-06-23 19:19（北京时间）
- **原文**：[打开原文](https://generalliquidity.com/blog/sharpebench)