Curve fitting (i.e. overfitting), or designing a trading system around historical data rather than identifying repeatable behavior, represents a potential risk for traders using genetic algorithms.

Although originally designed as a monthly indicator, some traders have adapted the Coppock curve for shorter trading periods. In Figure 2, the strategy is applied to a daily chart of the S&P 500.