In replying to Andrew Dunning’s helpful letter, we endeavor to clarify the value of incorporating baseline participant predictors of the potential surrogate endpoint and of the clinical endpoint into the evaluation of a surrogate endpoint. Such baseline predictors are useful for the evaluation of surrogates defined within each of the statistical and principal surrogate frameworks, which are complementary.