[2] Minaj stated the drum beat was sent to her by Gmail who sent it to Lil Wayne which later led to the song being released on the We Are Young Money LP with all three rappers adding verses.
[3] HipHopDX also favored Minaj's verse but stated the track would be better without Wayne stating, "Nicki Minaj owns most of the tracks she's present on including 'Roger That' and 'Fuck da Bullshit', two more songs that could've done without Wayne.
"[4] Planet Ill gave the song a negative review stating " 'Roger That' is the final breath for an album that's lifeless by its end."
Nathan S. of DJ Booth gave the song a mixed review commenting on Minaj as part of the whole album but predictable in "Roger That" stating, "Nicki Minaj can't be ignored, although over the course of an album her wild style can become oddly predictable (especially on 'Roger That', where she sounds almost bored).
The video was shot entirely with a green-screen and pays homage to the film Sin City and bases a more adult story of Who Framed Roger Rabbit.