The T.TEST function in Excel is a statistical tool used to determine if there is a significant difference between the means of two sets of data. It performs a t-test, which is useful in hypothesis testing, allowing users to assess whether differences between groups are statistically significant. The function can be utilized in various scenarios, including research, quality control, and any analysis requiring comparisons of means.