What is/are the main benefits of degrees of freedom (DoF) in small tests?

A higher degree of freedom means more power to reject a false null hypothesis and find a significant result

Degrees of Freedom is an essential idea that appears in many contexts throughout statistics including hypothesis tests, probability distributions, and regression analysis

Degrees of Freedom indicate the number of independent values that can vary in an analysis without breaking any constraints