This study analyzed 103 perfusion students to identify predictors of first-time success on the ABCP certification exams. Higher performance in Intro to Cardiac Perfusion and Hematology significantly predicted passing, while clinical experience did not. Undergraduate pathway students had higher success rates. Findings suggest academic performance in key courses is more critical than clinical exposure for certification outcomes.