Setaria megaphylla belongs to the Panicoideae subfamily, whose general classification remains to be unknown.
Within the PACMAD clade of grasses, the Panicoideae are sister to a clade made of the four subfamilies Arundinoideae, Chloridoideae, Danthonioideae, and Micrairoideae. 
