PETER RABBIT 2: THE RUNAWAY Trailer Premiere Watch the first PETER RABBIT 2: THE RUNAWAY trailer! The film, directed by Will Gluck (Peter Rabbit, Annie), stars Domhnall Gleeson, Rose Byrne, Elizabeth Debicki, Margot Robbie, James Corden, and David Oyelowo. PETER RABBIT 2: THE RUNAWAY will be released in theaters on April 3, 2020. Plot unknown. Follow-up to the 2018 film, ‘Peter Rabbit’.