Upon release, OK K.O.! Let’s Play Heroes received "mixed or average" reviews from major outlets (scoring around a 70 on Metacritic). Critics were split on the rhythm-based combat. Some found it innovative; others called it frustrating, arguing that missing a beat in the middle of a chaotic fight felt punishing rather than skillful.