This season's trade deadline saw numerous contenders heavily invest in bullpen reinforcements. The question now is whether these acquisitions will translate into postseason success. An analysis of teams that prioritized reliever acquisitions at the deadline aims to determine the true impact of a strong bullpen on October performance. The research explores the correlation between bullpen strength and World Series contention, providing insights into the effectiveness of this roster-building strategy.