The article discusses two types of technology innovation modes through industry-university-institute cooperation: one led by university-established enterprises and the other by enterprises. A dynamic games model is used to analyze innovation capital acquisition, organization, market competition, and financing effects. The study compares different innovation processes and financing effects under fixed and uncertain environments, determining optimal innovation investment, RD investment, risk, salary levels, and more for successful innovation outcomes.