Genetic studies show that the cinnamon-rumped seedeater is more closely related to other Sporophila seedeaters than it is to Morelet's seedeater.
The genetic research suggests that among the seedeaters, the cinnamon-rumped seedeater has a closer genetic connection with other Sporophila species rather than with Morelet's seedeater.