There are some marvelous sight gags, but the film goes over the top into mindless farce at times, destroying much of the Chaplinesque believability that Sellers had earlier engendered.
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The New Yorker by Pauline Kael
The director, Blake Edwards, sets up promising slapstick situations, and then the payoffs are out of step (and worse, repeated); after the first half hour or so, the film loses momentum.
Chicago Sun-Times by Roger Ebert
There has to come a time when inspiration gives way to habit, and I think the Pink Panther series is just about at that point. That's not to say this film isn't funny -- it has moments as good as anything Sellers and Edwards have ever done -- but that it's time for them to move on.
The New York Times by Vincent Canby
Both Mr. Sellers and Mr. Edwards delight in old gags, and part of the joy of The Pink Panther Strikes Again is watching the way they spin out what is essentially a single routine, such as one fellow's trying, unsuccessfully, to help another fellow out of a lake.