The increasing global population and limited availability of arable land have necessitated the development of efficient and sustainable agricultural practices. Hydroponic cultivation has emerged as a promising alternative to conventional soil-based farming, particularly for horticultural crops. This review paper presents a comprehensive comparative analysis of the land, water, and energy requirements for hydroponic and conventional cultivation methods. The study aims to evaluate the sustainability and resource efficiency of these two approaches in the context of horticultural crop production. A thorough literature review was conducted, focusing on peer-reviewed articles, research reports, and case studies that compared hydroponic and conventional cultivation in terms of their resource utilization. The analysis encompassed various horticultural crops, including leafy greens, fruiting vegetables, and herbs. Key parameters such as land use efficiency, water consumption, nutrient management, energy inputs, and yield were examined. The findings revealed that hydroponic systems exhibited significantly higher land use efficiency compared to conventional farming. Vertical stacking and intensive production in controlled environments allowed for greater crop yields per unit area. Furthermore, hydroponic cultivation demonstrated superior water use efficiency, with recirculating systems reducing water consumption by up to 90% compared to traditional irrigation methods. Precision nutrient management in hydroponics minimized nutrient waste and runoff, contributing to enhanced resource conservation. However, the energy requirements for hydroponic cultivation were found to be higher than those for conventional farming, primarily due to the need for artificial lighting, climate control, and pumping systems. Strategies for optimizing energy efficiency, such as the use of renewable energy sources and energy-efficient equipment, were explored.