In this paper, firstly, the connotation and the solution of down knock-out option and the basic principle of real option are dissertated, then, the method applied in project investment decision based on down knock-out option and game theory is put forward. And the project pricing in duopoly market structure is mainly analyzed. At last, example is provided.