Grading rubrics are valuable tools in education that clarify expectations, facilitate transparent grading, improve self-regulation, and increase learning outcomes. This paper explores the use and impact of grading rubrics from the perspective of prospective teachers, reviewing literature, research, and a survey. The survey was done with 400 prospective teachers from 4 universities in Lahore, and each of them filled out a questionnaire about their thoughts and experiences with rubrics.The findings of this survey are included in the paper as well. This work contributes to the existing body of research on the use of rubrics in education by giving a detailed and critical evaluation of the research that has already been conducted, as well as by presenting fresh empirical data from the viewpoint of prospective teachers, thus intending to stimulate more research and practice on grading rubrics in the field of education.