Peter Rabbit runs away from his human family when he learns they are going to portray him in a bad light in their book. Soon, he crosses paths with an older rabbit who ropes him into a heist.

Peter Rabbit's feud with Mr. McGregor escalates to greater heights than ever before as they rival for the affections of the warm-hearted animal lover who lives next door.