When you are on a low level, it is preferable to pray out of a siddur (prayer book). By virtue of seeing the letters you will pray with greater kavanah (devotion). 1

When attached to the Supernal World, however, it is better to close your eyes, so that the sight [of your eyes] will not distract you from being attached to the Supernal World. 2