"Angry" was met with primarily positive reviews. A review from
The Telegraph rated the song 5 out of 5 stars, calling it the band's "best single in four decades, an absolute blast [with] extravagant, leering defiance"; describing the riff as "defiantly dumb", the guitar solo as "gnarly", and the overall style as "unapologetically old-fashioned". Another 5-star review from
The i Paper shares this positive sentiment, characterising the song as "rollicking, rip-roaring rock 'n' roll" with a "characteristically big, confident guitar riff [and] catchy refrain" that are "[imbued with] feeling and life". A 4-star review from
The Guardian also echoes this praise, citing the band's ability to "cleverly wax and wane from minor to major chords, carrying [a] tale of alternating desperation and resignation" while also making the track "a complete hoot [that] suggests fun, freedom, and creative hunger". Alternatively, a review from
Far Out offered a dissenting opinion and rated the song 2.5 out of 5 stars, criticising the song as "distinctly average" and "Stones-by-numbers", further stating that it makes use of "the same borrowed and rather tired blues riff" and that it "aims to thrill but merely titillates". This was named the best rock song of 2023 by
Ultimate Classic Rock. In the US, although the song did not chart on the
Billboard Hot 100, "Angry" was nominated for the
Grammy Award for Best Rock Song at the
66th Annual Grammy Awards. ==Personnel==