The film drew mixed reviews from critics, with some enjoying Grant and Kelly in the lead roles as well as the French Riviera setting, while others expressed disappointment at the lack of suspense compared to earlier Hitchcock films.
Bosley Crowther of The New York Times wrote in a positive review that the film "comes off completely as a hit in the old Hitchcock style ... Mr. Grant and Miss Kelly do grandly, especially in one sly seduction scene."[7] Variety wrote that while the film was "not the suspense piece one usually associated with the Alfred Hitchcock name," it was "strong on sight and performance values" though it had "some plot weaknesses and is not as smooth in the unfolding as one might expect from an upper 'A' presentation."[8]
Harrison's Reports wrote, "Alfred Hitchcock has not endowed the action with as much suspense as one might expect in a picture produced and directed by him; nevertheless, its story of a one-time jewel robber who sets out to establish his innocence by catching a thief who was using his technique is tight and swiftly-paced, and constantly offers dramatic and comical developments."[9] Richard L. Coe of The Washington Post called it "one of those de luxe pictures in which everyone lives in glorious workless luxury on the French Rivera, looks wonderful, speaks amusingly and is unconcerned with transit strikes or hurricanes. I loved every minute of it."[10]
Philip K. Scheuer of the Los Angeles Times was also positive, calling Grant and Kelly "ideal in the romantic leads" and the dialogue "daring but delightful," adding, "Above all, there is the spell of the French Riviera—a lazy, laissez-faire thing that apparently captivated the director as much as it will audiences in the soft, beguiling hues of its Technicolor and VistaVision."[11]
John McCarten of The New Yorker dismissed the film as "an Alfred Hitchcock picture that makes you wonder what has happened to the man ... As the heiress, Grace Kelly is very pretty. She does not, presumably, try to act."[12] The Monthly Film Bulletin wrote, "Even a comedy thriller needs considerably more in the way of plain excitement and tension than To Catch a Thief provides, and Hitchcock's celebrated habit of playing tricks with the audience ... seem a poor substitute for the real thing."[13]
The Guardian called the film "a thorough disappointment," writing that Hitchcock had "failed so completely that one can only wonder if, in this tale of high-class burglary on the Côte d'Azur, he has not altogether abandoned his devotion to 'tension.' Certainly the 'whodunnit' element in this film is remarkably slack; the unmasking of the master criminal, which is the climax of the story, comes as mildly as bread and milk."[14]
François Truffaut wrote "To Catch a Thief completely satisfies all [Hitchcock's] fans—the snobbiest and the most ordinary—and still manages to be one of the most cynical films Hitchcock has ever made."[15]
On Rotten Tomatoes the film has an approval rating of 92% based on reviews from 53 critics, with an average rating of 7.9/10, with the critical consensus reading: "It may occasionally be guilty of coasting on pure charm, but To Catch a Thief has it in spades -- as well as a pair of perfectly matched stars in Cary Grant and Grace Kelly."[16]
