The housing loan market is at the center of making people's dream of owning residential property a reality, and public and private sector banks act as the prime facilitators in this regard. The housing finance market in India has been growing tremendously because of urbanization, increasing incomes, and government-friendly policies. But the preference for housing loans differs significantly among customers based on their attitude towards services, interest rates, trust, and convenience provided by banks. Identifying and understanding customer preferences for housing loans in public and private sector banks is the purpose of this study. The study investigates key determinants like rate of interest, charges for processing fees, flexibility in repayment, quality of customer service, availability of digital banking facilities, and satisfaction in general. Public sector banks are seen as more dependable and trustworthy, especially among middle-class and rural consumers, because they have government support and uniform procedures. Private sector banks, however, are chosen by young and urban consumers who value quicker disbursement of loans, digital ease, and customized services at slightly higher costs. By analyzing such differing tastes, the study brings out the ways in which socio-economic status, demographic profile, and information levels shape customer choices. The findings of this paper shall be immensely helpful for banks to customize their loan products and enhance service delivery. Furthermore, the comparative analysis highlights the imperative for public sector banks to introduce more customer-centric and technology-based solutions, whereas private banks have to focus on establishing greater trust and transparency. This research not only adds to the literature on consumer behavior in housing finance but also provides valuable suggestions for improving competitiveness and customer satisfaction in Indian banks.