A few tips can help prevent your pumpkin pie without evaporated milk from cracking on top. For one, cooking the pie at the correct temperature is essential. Use a thermometer to check your oven to ensure it has properly heated before putting in your pie. It's also necessary to slowly allow the pie to come to room temperature. Finally, not overbaking the pie will ensure it does not crack.