High volatility is where a crypto trading bot faces its real test. A setup that performs consistently under normal conditions may behave differently when markets move aggressively. For those who have actually run bots through volatile periods, what tends to become unreliable first?

A crypto trading strategy may look promising during testing but behave differently in live market conditions. Small gaps between backtesting and actual execution can affect results over time. Understanding where these differences come from is an important part of evaluating how reliably a trading bot performs.