The duo previously performed the second opening theme song for the original television anime series.
Yen Press licensed the original light novel series and the spinoff manga The Honor Student at Magic High School.
Risako Yoshida, who served as a unit director and a storyboarder on the television anime series, is directing the film at studio 8-Bit (Madhouse animated the television series).
Original light novel series artist Kana Ishida is returning to serve as the character designer and chief animation director.