Million Dollar Bills serves as a standout track from Lorde's early discography, appearing on her 2012 debut EP, The Love Club. The recording captures the artist's signature minimalist pop sound, characterized by atmospheric production and introspective songwriting that would later define her full-length album, Pure Heroine. As part of her initial body of work, the song explores themes of fleeting romance and youthful disillusionment through a lens of sophisticated melancholy. It stands alongside other early recordings like Tennis Court and Team, establishing Lorde as a distinctive voice in modern pop music. The track remains a vital component of her catalogue, offering listeners a glimpse into the artistic direction that propelled her to international acclaim shortly after its release.