Mechanical sugarcane harvesting has become essential to modern agriculture, helping farmers overcome labour shortages while improving efficiency and productivity. The performance of these machines is influenced by several factors, including the characteristics of the crop, the terrain and how well the equipment is operated. A comparison between whole-stalk and chopper harvesters highlights key differences in throughput capacity, energy use and adaptability to different field conditions. Chopper harvesters, for example, can process up to 132.7 tons of sugarcane per hour under ideal conditions but tend to lose efficiency when faced with uneven terrain or more complex crop varieties. This study explores mechanical sugarcane harvesting systems' efficiency, adaptability and economic feasibility while identifying key operational and technological challenges. Advances in harvesting technology, such as precision cutting mechanisms, optimized field logistics and the breeding of sugarcane varieties designed for mechanization, have helped to improve efficiency while reducing environmental impact. However, the high cost of these machines remains a significant hurdle, especially for small-scale farmers. Making shared ownership arrangements, government subsidies and the development of cost-effective semi-mechanized alternatives are viable solutions. To fully optimize mechanical harvesting, an integrated approach is necessary. This includes leveraging technology, improving field management practices and offering specialized training programs. These efforts are essential for making sugarcane farming more sustainable, maximizing yields and ensuring long-term economic viability for farmers.