Pumpkin pie doesn't usually crack when it is baked for the right amount of time. The bake time is about 40 to 45 minutes. When the clock hits the said time, expect that your pumpkin pie already has a wobbly center in the filling. Avoid overcooking the pie because it surely will cause the filling to crack.