Pour the rice and water into a blender. Blend for 1 minutes, until the rice just begins to break up. Let the rice water stand at room temperature for at least 3 hours.
Strain the rice water into a pitcher and discard the rice.
Stir in the milk, vanilla, cinnamon, and sweetened condensed milk. Chill.