Backtesting vs Look-Ahead Bias

Backtesting is the process of running a trading strategy's logic against historical price data to produce a statistical performance estimate before committing any real capital to live deployment.

Lookahead bias is a backtesting error where trading models use information that wouldn't be available at decision time, artificially inflating historical performance and creating false trading signals. Also written: lookahead bias.