Backtesting Why Most Backtests Lie Everyone loves a beautiful equity curve. Smooth returns. Tiny drawdowns. An impressive Sharpe ratio. Then the strategy goes live. Within a week, the returns disappear. The usual conclusion is: “The market changed.” In my experience, that’s rarely the real reason. More often, the backtest was lying from the beginning.