Malcolm has his life turned upside down when he is forced into a "gifted" class and finds himself surrounded by a group of talented outcasts, including best friend Stevie. Since Malcolm's favorite and oldest brother Francis was sent away to military school, Malcolm must also cope with brothers Reese and Dewey. The boys' parents Lois and Hal, struggle to keep it all together.