Investigating monthly US data from January 1965 to March 2017 we find that the best possible asset pricing model consistsof the Fama and French three-factor model with the momentum factor, the short-term reversal factor and the long-term reversal factor. We draw this conclusion based on several tests of model performances. These tests also show that single-sorted portfolios performed betterthan double-sorted portfolios for the period investigated in the US. For the momentum and reversal factors we find that the factors areonlysignificant if they correspond with some single-sorted dependent variables. This means that the model only works for particular sorts of portfolios.