Clerkship evaluations play a critical role in assessing medical student performance and informing residency selection. Prior studies suggest there are gender-related differences in narrative feedback and numerical evaluations of medical trainees; however, findings remain inconsistent across specialties and institutions. This study examined whether preceptor gender and student gender were associated with differences in clerkship evaluation scores. A retrospective analysis was conducted using 6,85