It takes about 3-4 hours on high heat and 5-6 hours on low heat for chicken drumsticks to cook in a slow cooker. Use an instant-read meat thermometer to check the internal temperature. It should read at least 160 degrees, or 155 if you're going to broil them. Depending on your particular slow cooker, the time could vary slightly.