As global climate disasters become frequent, colleges and universities in disaster-prone areas are facing problems in disaster response and post-disaster recovery. Based on the theory of urban resilience, we case-studied nine universities in Conghua District, Guangzhou City, China, using the Delphi method and the analytic hierarchy process (AHP). We constructed a multi-criteria evaluation model for campus disaster prevention resilience under extreme climate conditions. By identifying 4 facets and 16 criteria, 9 colleges were ranked. The distance of the college from the city center, the terrain and natural environment of the college, the level of the college, and the ownership of the college affected their ranking The results of this study help campus managers and planners integrate campus resilience plans into campus planning, institutional regulations, campus site selection, and campus construction in the future.