This is a casino slang term that has changed in usage over the years. 40 years ago, it meant a skillful, classy, and elegant player who could make the casinos sweat just by walking through the doors. Nick the Greek is widely considered the last of the true High Rollers. Today, however, a High Roller is anybody who gambles with large sums of money. Skill doesn't enter into the picture.