Quote from MGJ:
Or, discard those backtest results and start over. Test using a fill price that you KNOW how to reliably achieve. For example, you know how to reliably achieve the VWAP ... so develop, optimize, backtest, and walk-forward test using VWAP as your fill. You can think of other examples as well.