Set in 1920s Shanghai, Gone with the Bullets is based on a true story about two powerful entrepreneurs who establish the prestigious and glamorous beauty pageant Flowers Competition in Shanghai. When unpopular candidate Wanwan Ying unexpectedly wins the competition, a series of unusual tragic events occur.