The Bayes Factor is a statistical measure that quantifies the evidence for one hypothesis over another, serving as an alternative to p-values in hypothesis testing. It provides a ratio of the likelihood of the data under two competing hypotheses, allowing for a more nuanced interpretation of evidence in the context of Bayesian inference.