Critical Reception
The song received mixed to negative reviews. Rap-Up stated that Minaj comes out with "guns blazing" in the single, noting the thinly-veiled shots at Lil' Kim, stating "the fire has been reignited." Describing the song as a diss track, Robbie Daw complimented Minaj's "rhyming acrobatics" as "interesting" and joked about daring to call the song "cute". Erika Ramirez of Billboard gave the song a positive review, comparing it to Minaj's previous mixtape sounds such as "I Get Crazy".
Kyle Anderson of Entertainment Weekly described the song as "twitchy" and "minimalist". Michael Cragg of The Guardian states that "Stupid Hoe" features one-liners that "tend to work well as part of a frantic cameo on someone else's song, but here it sounds more like she's run out of ideas." While commenting that the song sounds like something from an early mixtape, Cragg favored the song's production. Mike Barthel of The Village Voice described the song as "weak" while taking into account that the song stands as a diss track. Barthel went on to compliment the track itself as minimal, loud, and aggressive, but showed a disregard for the song's structure as a diss track towards Lil' Kim, stating that past features and leaked tracks stand strong against "Stupid Hoe." Demetria L. Lucas of VIBE Vixen negatively described the song as "just plain... stupid", when compared to stronger tracks such as "Monster" and the Eminem-assisted "Roman's Revenge".
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