On the average it takes 40 to 45 mins to bake chicken legs in a preheated oven at 400°F (200°C) if you cook at a lower temp it will likely take a bit longer. Also if the drumsticks are very large, it will take longer. The best judge for meat doneness is the internal temp which should be 165°F (74°C). Additionally the chicken juices should run clear.