"We Go Up" contains five new songs recorded in Korean by the unit, while its eponymous track received a Mandarin version as the closing track.The lead single "We Go Up" is described as a "retro vibe", urban hip hop track that saw the members singing about team spirit, containing "tinny" percussion and "booming" bass line along with the group "serv[ing] up swaggering raps and harmonious vocals".