As a part of dual antiplatelet therapy (DAPT), prasugrel or ticagrelor is prescribed along with aspirin to patients of acute coronary syndrome (ACS) undergoing percutaneous coronary intervention (PCI). We aimed to assess if the PRECISE-DAPT score, which provides prediction of bleeding during DAPT, could be used to choose between prasugrel and ticagrelor for DAPT initiation. 181 patients out of which 71 received prasugrel and 110 received ticagrelor were enrolled in this prospective cohort study. PRECISE-DAPT score was calculated for everyone and was used to dichotomize patients into two subgroups (score <25 and ≥25). After balancing potential confounders in baseline characteristics of the subgroups using propensity scores, comparison of a composite outcome of 4-point major adverse cardiovascular events (4P-MACE) (i.e., cardiovascular death, non-fatal myocardial infarction, non-fatal stroke, or coronary revascularization due to stent thrombosis) and bleeding (any type as defined by the Bleeding Academic Research Consortium) within 1-year post-PCI was performed among the subgroups using Cox proportional hazards regression. Prasugrel was associated with lower and comparatively higher 4P-MACE events in subgroups with score ≥25 (HR: 0.17; 95% CI, 0.04-0.77) and score <25 (HR: 3.58; 95% CI, 0.62-20.70) respectively. For bleeding outcome, prasugrel trended towards more clinical benefit for scores ≥25 (HR: 0.44; 95% CI, 0.10-1.93) than <25 (HR: 0.93; 95% CI, 0.13-6.58). Therefore, prasugrel was associated with better clinical effectiveness and trended towards a lower bleeding risk compared to ticagrelor within 1-year post-PCI for those with a high PRECISE-DAPT score (≥25). This finding requires validation through larger studies.