The delta-corrected Kolmogorov-Smirnov test has been shown to be uniformly more powerful than the classical Kolmogorov-Smirnov test. The power of the delta-corrected Kolmogorov-Smimov test is compared to six other goodness of fit tests based on the empirical distribution function using 10 000 Monte Carlo samples. Also, how the delta-corrected Kolmogorov-Smirnov test is conducted is illustrated.