Critical reception
On the review aggregator website Rotten Tomatoes, 22% of 105 critics' reviews are positive, with an average rating of 4.5/10. The website's consensus reads: "A laborious, unfunny and implausible heist film." Metacritic, which uses a weighted average, assigned the film a score of 41 out of 100, based on 31 critics, indicating "mixed or average" reviews.
Roger Ebert gave the film a rating of one and a half stars, and wrote, "The bottom line is, some girls will like it, the men not so much." The film also received one and a half stars in a review in the Chicago Tribune, and Michael Phillips wrote that the film's cast was not to blame: "Do not blame the cast. The cast is game. The dreary visual scheme, however, combines unwell with the pokey, enervated rhythm of the heist scenes, and while I'm neither a medical doctor nor a script doctor, it seems this film could use a few uppers."
The film received three stars in Newsday, and Jan Stuart wrote:"Mad Money is no Rififi, but Khouri and Gers invest it with an individuality and generosity of spirit that lift it into the realm of guiltless pleasure." Bill Wine of All Headline News gave the film two and a half stars, writing "Mad Money is a light and lively, likable low-tech lark. Don't expect big laughs, but you can at least bank on it to hold your interest." The Canadian Press gave the film one and a half stars, and criticized Katie Holmes's performance "While Keaton has long done zany and giddy well, and she and Latifah have an interesting contrast of personalities, Holmes' presence feels like an afterthought." In contrast, Peter Howell of the Toronto Star reviewed the film positively, praising the "exuberance of the cast." The New York Post, The New York Times and Variety also criticized Katie Holmes's performance in the film, and The New York Times called Holmes "the movie's weakest link."
In an article in the Boston Herald titled "Don't waste your Mad Money on poor comedy", Stephen Schaefer gave the film a rating of "C", writing "Even with the legendary Diane Keaton center stage, Mad Money fails to hit the stratosphere of giddy, intoxicating comedy." The film received a critical review in from Claudia Puig in USA Today "Is it the perfect crime? No, it's a particularly imperfect heist comedy that offers little entertainment value and few laughs."