Not necessarily. In order for the USDA to recognize a coffee product as being decaf, it needs to be 97 percent caffeine free. That means that an average 12 ounce cup of decaffeinated coffee, which originally might have been packed with 180 mg of caffeine per cup of coffee, now only would contain 5.4 mg of caffeine.