Reliability test in range for naval gun radar is now performed by the test plan deriving from classical probability statistics principle. However, a large amount of sample size is required. By using the method of Bayes sequential probability ratio, we can solve the problem efficiently. In comparison with classical reliability test method, the reliability test theory based on Bayes sequential probability ratio theory is presented in detail, and its application is shown in typical radar test as well.