Produced by No Love for the Middle Child, it was released on April 1, 2022, through Roc Nation.

"Purge" is a pop-punk[1] and rock[2] song which has been described as an aggressive, high-energy, "screamo-tinged" track.

[2][4] In the clip, the two artists move around a warehouse with low light levels.

[2] Zemler remarked that, though the clip was most likely filmed prior to the Chris Rock–Will Smith slapping incident, where the latter was slapped by the former, the clip felt like a "pointed statement" directed at Rock due to the two singers "showcas[ing their] shaven heads", as if it was meant to be a response to Rock's jokes about Jada Pinkett Smith's baldness.

[3] Brenton Blanchet called the music video a "good time".