The final merit list for UPSC candidates is compiled based on the cumulative performance in the Preliminary, Mains, and Interview stages. Candidates' ranks are determined by their total scores, with factors such as reservation categories also affecting placement. The list is prepared by the Union Public Service Commission (UPSC) and reflects the candidates' overall abilities in various assessments conducted during the examination.