Since it is unclear whether or not Atlantosaurus montanus actually represents a distinct species, it is considered a nomen dubium ("dubious name"), though some researchers have considered it a likely synonym of Apatosaurus ajax.
Atlantosaurus montanus is considered a potential synonym for Apatosaurus ajax due to its unclear taxonomic status.