This research investigates the efficacy of the Relative Strength Index (RSI) as an indicator for divergence in currency trading. When divergence is detected using RSI, it often signifies potential price reversals, prompting traders to either buy or sell. We specifically studied the impact of these divergence signals across four distinct time frames: 5, 10, 15, and 30 min. By analyzing the performance of trades initiated based on RSI divergence within these periods, we aim to understand the optimal time frame that offers the highest profitability and reliability for traders. Preliminary findings suggest that recognizing and acting upon divergences in the RSI can be a valuable strategy here we also use EMA for better results, but its success varies across different time frames. In our experiment result, we find risk ratio is approximately 1.686, which is profitable. This study’s insights will provide traders with a clearer understanding of how to utilize RSI divergence most effectively in their trading strategies. Through this comprehensive study, we hope to provide traders with a more transparent understanding of when and how to utilize RSI divergence for optimal outcomes.