By early 2022, the game had already amassed hundreds of tracks across various genres, including J-Pop, Trance, and Electronic.

One of Muse Dash's biggest draws is its frequent crossovers with other popular titles:

Regular updates brought iconic tracks like "Bad Apple!!" and specialized "danmaku" (bullet hell) levels that change the gameplay style.