Introduction In the rapidly evolving landscape of technical education, the entry barriers for premier institutions are often defined by their annual closing ranks. A recurring concern for many parents and students is: Is Gopalan College of Engineering Cutoff Increasing Every Year Due to Rising Competition Among Engineering Aspirants in Karnataka