The Cournot Model is an economic theory that describes how firms in an oligopoly compete on the quantity of output they produce, assuming that each firm's output decision influences the market price. It demonstrates how firms make decisions based on their rivals' production levels, leading to a Nash equilibrium where no firm can benefit by changing its output unilaterally.