Satta Matka derives its name from the Hindi words "satta" meaning "gambling" and "matka" referring to an earthen pot. In the early days, a large earthen pot was used to draw numbers, which gave birth to the term "matka." Over time, the game evolved, and now it primarily revolves around numbers, betting, and luck.