Introduction Anticipating the entrance trends for the upcoming academic year is a fundamental step for students aiming for prestigious engineering programs in Karnataka. As the landscape of technical education evolves, understanding the potential shifts in admission benchmarks becomes essential for securing a seat in a top-tier institution. The