Most of the time, the weight listed on your weight plates should be pretty accurate. You can expect a standard deviation of about 5 percent—meaning a 20-pound weight plate should be between 19 and 21 pounds, a 50-pound weight plate should be between 47.5 and 52.5 pounds, and so on.