The F-test in Excel returns the p-value, which is a statistical measure used to determine if the means of several groups are significantly different from each other. The p-value tells you the probability of the observed differences between the means of your sample data and the hypothesized mean differences. Small p-values show strong evidence against the null hypothesis.