This study analyzes predictors of three-digit Step 2 Content Knowledge (CK) scores including three-digit Step 1 scores, Step 1 pass fail decision, NMBE shelf exams, and demographics among 564 medical students. Findings highlight key predictors guiding curriculum design and student support strategies for enhanced medical education outcomes.