If the usual assumptions behind parametric tests are met (at least approximately), October 4, 2022 by 8i9x6 distribution-free tests are more powerful than parametric tests. distribution-free tests are somewhat less powerful than parametric tests. the tests are indistinguishable. you shouldn’t use a parametric test. See Answer distribution-free tests are somewhat less powerful than parametric tests.