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Cats & Dogs: The Revenge of Kitty Galore was panned by critics. Review aggregate Rotten Tomatoes reports that 13% of critics have given the film a positive review based on 79 reviews, with an average score of 3.6/10. The critical consensus is: "Dull and unfunny, this inexplicable sequel offers little more than the spectacle of digitally rendered talking animals with celebrity voices."  Among Rotten Tomatoes' Cream of the Crop, which consists of popular and notable critics from the top newspapers, websites, television, and radio programs, the film holds an overall approval rating of 35% based on 17 reviews. Another review aggregate, Metacritic, calculated a score of 30 based on 19 reviews.

Joe Leydon of Variety wrote a positive-leaning review towards the film which reads "Nine years after Cats & Dogs fetched more than $200 million worldwide with its comic take on interspecies animosity, Warners is unleashing Cats & Dogs: The Revenge of Kitty Galore, a faster, funnier follow-up in which CGI-enhanced canines and felines effect a temporary truce to combat a common enemy."  Critics cited the plot as recycled. Scott Tobias of The A.V. Club negatively reviewed the film's plot saying "it’s still about a feline plot for world domination, and the slobbering secret agents who stand in the way. And it’s still, in the spirit of the original film, an unbelievable piece of shit."

Filem telah dipilih untuk anugerah Razzie bagi "Penyalahgunaan 3D Paling Teruk ("Worst Eye-Gouging Misuse of 3D"), tetapi kalah kepada The Last Airbender.