Along with drums, Caleb also plays bass and produces music. He describes his musical style as aggressive yet dynamic which can be compared to some of his musical influences like Tony Williams, Isaiah Rashad, Elvin Jones, Omar Hakim, and Vinnie Colaiuta. Like them, Caleb plays by the beat of his own drum.