David Carradine, who starred in the original film, La carrera de la muerte del año 2000 (1975), played the voice of Frankenstein in the opening scene of this film.
Joan Allen was the first choice to play Claire Hennessey, the female warden of Terminal Island. Much to writer and director Paul W.S. Anderson's surprise, Allen was just as keen to take the part, wanting to shake up her image at the time.
A total of 34 cars were used in the film. They were constantly repaired by a team of 85 mechanics.
Jason Statham trained so hard for his role in the film that he went from 20% body fat to 6%. It took him three months to do so.
One of the conditions for Jason Statham and his numerous fight scenes in the film was that he should never resort to martial arts, as that would be too reminiscent of his Transporter film series.