Radiohead’s Song From ‘OK Computer’ Rivals Their Iconic Hit “Creep”

Out of Radiohead’s slew of defining tracks, this one stands out for its emotional core.

Image via Parlophone/Capitol Records

When one has to think about a specific Radiohead song, “Creep” — from the band’s debut album Pablo Honey — is likely the first song that comes to their mind. It’s hardly surprising, though. The 1992 single is not only the English rock band’s debut single but also catalyzed their subsequent success several years later. The band’s breakthrough hit is easily one of the band’s most iconic tracks, complete with a message about self-loathing, especially in a romantic context. However, although “Creep” is the band’s defining masterpiece, Radiohead’s extensive music catalog features some of their greatest tracks, perhaps better than their signature hit. And out of Radiohead’s plethora of tracks, one song stands out from the rest: “No Surprises.”

There’s More to Radiohead’s Discography Than “Creep”

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“Creep” significantly contributed to propelling the band to unprecedented heights. While it may not necessarily be their best song — as the word “best” will always be completely subjective — the song, however overrated for some, has undeniably resonated with many listeners with its message about alienation, self-deprecation, and self-doubt. Moreover, the lyrics struck a chord that has continued to traverse across generations. Lines like “I want a perfect body, I want a perfect soul” are so relatable that the song has been used as audition material for countless singing competitions, thanks to its ability to convey an emotional mood. In fact, the single is one of the most covered songs on reality singing competition shows. We can’t blame them: the song is just “so f*in’ special.” In the song, lead vocalist Thom Yorke** sings, “But I’m a creep / I’m a weirdo / What the hell am I doin’ here? / I don’t belong here.”

The enduring appeal of “Creep” is something not even longtime fans can contest. But for those who’ve delved deep into Radiohead’s catalog, they may peg “No Surprises” as their finest. Featured on Radiohead’s third studio album, OK Computer, the same album with “Exit Music (For a Film)” in it, “No Surprises” is a song perfect for beachfront setups, one that almost sounds like a lullaby, yet one that carries an honest and emotional take on life in general: tiresome and full of unnecessary surprises.

Radiohead’s “No Surprises” Is a Melancholic Lullaby

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“No Surprises” almost sounds like a calm lullaby, if only the lyrics weren’t that harsh and, in some sense, regrettably real. For the single’s melody, Radiohead took inspiration from The Beach Boys’ Pet Sounds album, particularly the opening track, “Wouldn’t It Be Nice.” No wonder it sounded somewhat like a feel-good track, though one that hides a contradictory meaning underneath. While “No Surprises” opens with a calming tone, the melody itself weirdly delivers something desolate — as if it’s revisiting the quiet phase of innocence, juxtaposing adulthood’s loud and confusing surface. The opening line goes, “A heart that’s full up like a landfill / A job that slowly kills you / Bruises that won’t heal / You look so tired, unhappy / Bring down the government / They don’t, they don’t speak for us.”

“No Surprises” is clearly a song about someone who’s trying to keep it all together (albeit to no avail), someone living a life they deem unfulfilling, hoping for a life free of woes and responsibilities — “no alarms and no surprises.” Of course, as is the case with other songs, “No Surprises” is always up for interpretation. Some even go to the extreme of perceiving the song as about someone contemplating death as a method of escaping the harsh truth of life, utilizing a calming melody as a haunting sound before ending it all. Despite different interpretations, “No Surprises” is anything but calm: it’s a song about despair and dissatisfaction.

On the music video, which director Grant Gee helped bring to life, Yorke — who had rejected countless visual ideas — told MTV’s 120 Minutes (via Louder) that he “loved that idea that Grant had.” The video is a simple and continuous shot of Yorke wearing a massive glass helmet, focusing entirely on his face. It captures the whole essence of the song, as water slowly fills the helmet, making Yorke struggle to keep up — a nod to the song’s haunting, suffocating, and almost claustrophobic core.

Originally published at collider.com on August 22, 2025.