Introduction There is a common misconception that a college's entrance rank is the sole indicator of its internal academic quality. However, the Nagarjuna College of Engineering cutoff is a market-driven number, whereas the academic standard is governed by its NAAC A+ accreditation and autonomous status. The institution has invested heavily in cre