Many traders believe a strong Risk Reward Ratio guarantees profitability. In reality, risk reward is one of the most misunderstood concepts in trading. This article breaks down the mathematics behind expectancy, variance, and drawdown clustering, while also examining the psychological distortions that cause traders to misuse risk-reward. Edge does not come from ratio alone — it comes from structure and consistency.