What Should Traders Understand About Negative Slippage on Stop Orders?

A stop order can execute at a less favourable price than the specified trigger during fast markets or gaps. How do you assess whether the difference reflects normal market conditions or an execution problem? What records would you examine before drawing a conclusion?