Adders are an important part of digital systems. In VLSI digital circuits, such adders should satisfy certain design constraints like low power and high speed. In this paper we present a review of the performance of some conventional adders and parallel adders. Parallel Prefix Adders (PPA) are considered to be one of the fastest adders that had been designed and developed. Parallel Prefix Adders were established as the most efficient circuits for binary addition. These adders which are also called Carry Tree Adders were found to have better performance in VLSI designs. This paper investigates the performance of four different Parallel Prefix Adders namely Kogge Stone Adder (KSA), Brent Kung Adder (BKA), Han Carlson Adder (HCA) and Hybrid Han Carlson Adder (HHCA). In this paper the key contribution is the information about the structure of the Parallel Prefix Adders and their performance parameters. This paper can serve as a reference to the beginners in the digital electronics and VLSI area to gain more knowledge on the Carry Tree Adders.