Introduction Prospective engineering students often face a dilemma: should they prioritize a college with a competitive Oxford College KCET Cutoff or one with superior placement records? While the cutoff reflects the entry-level prestige and the quality of the peer group, placement performance indicates the real-world return on investment. In the