Cloud computing and edge computing are widely used in various fields, providing users with flexible computing resources while ensuring low latency. With the complexity of system structures and the variety of deployment methods, the reliability of cloud applications is difficult to obtain. To tackle this problem, we propose a reliability assessment method based on Monte Carlo Simulation in the environment of hybrid clouds which include public clouds, private clouds, and edge clouds. To verify our method, we have conducted relevant experiments and showed its feasibility.