This paper explores the design and comparison of high-speed 128-bit parallel prefix adders, specifically the kogge-stone, ladner-fischer, and spanning tree variants, highlighting their advantages over traditional ripple carry adders in terms of speed and area efficiency. The implementation and simulation of these adders was conducted using Xilinx ISE 12.3, with performance parameters such as delay and area analyzed and compared. The study concludes that spanning tree adders exhibit superior performance, and suggests further research into 256-bit adder designs.