Detailed morphological and molecular studies have shown that the group is not actually monophyletic, with proposed floral homologies of the gnetophytes and the angiosperms having evolved in parallel.
Detailed examinations of morphology and molecular structure have shown that the group lacks a unified origin, with parallel developments of floral characteristics in gnetophytes and angiosperms resulting from independent evolutionary paths.