John Porter, who portrays the "Jerry Garcia-looking guy" in the film, is actually a major theater critic in Richmond, Virginia.
The 2004 Honda S-2000 used in the film is owned by actor-director-writer Bill Brock.
"Party of 50" was an Official Selection at the 2014 Eastern North Carolina Film Festival.