The movie Pain Hustlers is reported to be based on a true story, with multiple outlets exploring the real-life events behind the film. However, the extent to which the movie is based on actual events is somewhat unclear, with one outlet suggesting it is only "somewhat" based on a true story. The film's connection to a true story and criminal case is being examined by various media outlets.