# Market Microstructure

The Stop Loss Was the Expensive Part: Backtesting Polymarket's 15-Minute BTC Markets

Four ways a prediction-market backtest quietly lies to you, the recorder built to avoid them, and one clear finding: adding a stop loss made every variant of the strategy worse without changing which side was right.