Modern and ancient genomics have recently ignited new debates in the field of peopling of the Americas, sometimes bringing up some odd scenarios. One of those is the Solutrean hypothesis. We argue that not only is the archaeological evidence supporting it rather tentative, but also it is not possible to reconcile what is known about the genetics of past and present Native Americans with the occurrence of a transatlantic dispersal during the late Pleistocene.