Chance is a masculine given name and a surname.The given name is of Middle English origin, meaning good fortune. There are several variants.The surname is Old French origin from cheance, also Middle English chea(u)nce (meaning fortune, luck, accident). The oldest public record of the surname dates to 1310 in Essex. People with the name Chance include:hance is a masculine given name and a surname.