In the "John Wick" series, the gold coins are used as a form of currency within the criminal underworld. They hold significant value and are used to purchase a variety of services and goods, such as access to exclusive clubs, clean-up services, hotel stays at the Continental, and even weapons. These coins symbolize the intricate economy and code of conduct that exists among the criminals and assassins in the series.