Critical response
On review aggregator website Rotten Tomatoes reports an approval rating of 44% based on 242 reviews, with an average rating of 5.72/10. The website's critical consensus reads, "Leonardo DiCaprio gives a predictable powerhouse performance, but J. Edgar stumbles in all other departments: cheesy makeup, poor lighting, confusing narrative, and humdrum storytelling." Metacritic, which assigns a weighted average rating to reviews, gives the film a normalized score of 59 out of 100, based on 42 critics, indicating "mixed or average" reviews. Audiences polled by CinemaScore gave the film an average grade of "B" on an A+ to F scale.
Roger Ebert awarded the film three and a half out of four stars and wrote that the film is "fascinating" and "masterful". He praised DiCaprio's work as a "fully-realized, subtle and persuasive performance, hinting at more than Hoover ever revealed, perhaps even to himself". Todd McCarthy of The Hollywood Reporter gave the film a positive review, writing, "This surprising collaboration between director Clint Eastwood and Milk screenwriter Dustin Lance Black tackles its trickiest challenges with plausibility and good sense, while serving up a simmeringly caustic view of its controversial subject's behavior, public and private."
David Denby in The New Yorker magazine also liked the film, calling it a "nuanced account" and calling "Eastwood's touch light and sure, his judgment sound, the moments of pathos held just long enough." J. Hoberman of The Village Voice wrote: "Although hardly flawless, Eastwood's biopic is his richest, most ambitious movie since Letters from Iwo Jima and Flags of Our Fathers."
Peter Debruge of Variety gave the film a mixed review: "Any movie in which the longtime FBI honcho features as the central character must supply some insight into what made him tick, or suffer from the reality that the Bureau's exploits were far more interesting than the bureaucrat who ran it – a dilemma J. Edgar never rises above."
David Edelstein of New York Magazine reacted negatively to the film and said: "It's too bad J. Edgar is so shapeless and turgid and ham-handed, so rich in bad lines and worse readings." He praised DiCaprio's performance: "There's something appealingly straightforward about the way he physicalizes Hoover's inner struggle, the body always slightly out of sync with the mind that vigilantly monitors every move."