The purpose of the present article is to disseminate a free, interactive web-based multiple-stimulus-without-replacement preference assessment (MSWO) program. The MSWO Preference Assessment Tool allows practitioners and researchers to assess video preferences using thumbnails and their corresponding videos. The program allows users to upload videos, select assessment parameters, conduct assessments, and download results. The program's functions and user instructions are described.