The initial idea behind the game wasn't a fighting game. According to series creator Yu Suzuki, after finding ways to have human polygonal models in Virtua Racing, they looked into making a sports game. However, due to technical limitations they could not animate a full sports team and settled for a game that only required two characters onscreen.
Contributed by DrakeVagabond