We examine the connection between Cournot oligopoly and perfect competition by showing that a fairly general oligopoly model with spatially separated markets generates a general spatial price equilibrium model as an extreme, limiting case. Our analysis depends crucially on the fact that the governing equilibrium conditions of both the oligopoly and the spatial price equilibrium problem can be formulated as variational inequalities.