Probability plays a crucial role in making split decisions, particularly in gambling scenarios like blackjack. It helps players assess potential outcomes based on the likelihood of drawing certain cards and the statistical advantages associated with various strategies. By understanding the probabilities involved, players can make informed choices about when to hit, stand, or split their hands. This analytical approach enables them to minimize risks and maximize their chances of winning, leading to more strategic and effective decision-making under pressure.