The quantitative performance evaluation of hedge funds is mainly carried out from the aspects of long-term performance, volatility and retracement. When examining excess returns, we must pay attention to the long-term sustainability of products. Even if the long-term return of quantitative products is good, if the excess return fluctuates greatly in different time periods, the risk control of their products may not be strict enough.