Algorithmic trading, often known as algo trading, has changed the financial markets by using computer algorithms to execute trading decisions at speeds and frequencies that human traders cannot match. A critical component of this revolution is backtesting, a process that allows traders to test their algorithms on historical data before deploying them in live markets. This relationship between backtesting and algorithmic trading is fundamental to the reliability of trading strategies.