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A series of studies have identified gender bias in teaching evaluations in higher education—with women being evaluated lower than men. However, other recent studies indicate that gender bias is not present across all contexts. Our study adds to the understanding of the role of gender in teaching evaluations by focusing on a Danish university—a national context with relatively high educational gender equality and support for egalitarian gender norms. Crucially, the study pays systematic attention to the role of students' gender in explaining evaluation outcomes. In a quantitative analysis of 125,000 evaluations in the social sciences at a Danish university, we identify a same-gender affinity. While there is no overall gender bias in the evaluations, students evaluate a teacher of their own gender best. To understand the mechanisms behind this pattern, we analyze comments provided by students in teaching evaluations and 20 interviews with students. Students are generally more positive in their descriptions of a teacher of their own gender. Moreover, we identify gendered patterns in the perceptions of teachers as well as in the aspects of teachers' behavior and characteristics appreciated by students. [ABSTRACT FROM AUTHOR]