The reproductive and economic performance of male poultry depends on the testicular development and semen quality. However, most previous studies on male duck reproduction have focused on environmental impacts or developmental dynamics within a single breed, so the mechanisms of duck testicular development remain poorly understood. In this study, by taking a total of 240 males from 3 different lines (GF