Rainbow Tables work by comparing raw hashed passwords to pre-calculated hash tables. This method distinguishes them from other cracking applications such as Cain or John the Ripper, which typically require real-time hash computation or use different techniques. By using pre-computed tables, Rainbow Tables can significantly speed up the process of cracking passwords because the time-consuming part of generating hashes has already been done.