The 7 Overfitting Traps in Backtesting (and How to Avoid Them)

A backtest that looks amazing almost always has overfitting problems. We break down the seven most common traps — from look-ahead bias to excessive parameter tuning — with concrete fixes for each.

Core Takeaway

Apply these patterns in a controlled environment first, then move into staged deployment once risk checks and validation are complete.