Leopards, cheetahs, and jaguars, often mistaken due to their golden coats and spots, possess unique markings that distinguish them. Cheetahs have simple, round black spots and distinctive tear lines. Leopards display smaller, densely packed rosettes without central dots, while jaguars boast larger rosettes with central dots, coupled with a stockier build, aiding in identification.