Improving Your Strategy

Building a profitable strategy is an iterative process. Each backtest gives you data to work with. Here's how to use that data to systematically improve your strategy.

Improvement Process

1. 1Identify the weakest metric — Is it the win rate, the drawdown, or the profit factor? Focus on one thing at a time
2. 2Analyze losing trades — Look for patterns. Are losses clustered around certain times, market conditions, or trade sizes?
3. 3Make one change — Adjust a single parameter or condition, then backtest again. Making multiple changes at once makes it impossible to know what helped
4. 4Compare results — Keep a log of each variation and its results. This builds a picture of what works and what doesn't
5. 5Validate improvements — If a change improves results on your test period, test it on a different period to confirm

Common Improvements

• Add a trend filter to reduce trades against the trend
• Tighten or widen stop losses based on the strategy's average winning trade
• Add a volatility filter to avoid low-volatility choppy markets
• Adjust indicator periods to be more or less sensitive
• Change position sizing to risk a consistent percentage per trade