In a saucepan, bring the coconut milk and milk to a gentle boil. Add the rice and simmer over low heat for about 25-30 minutes, stirring frequently, or until the rice is tender.
Add the vanilla and sugar and stir until incorporated.
Transfer to a bowl and cover with plastic wrap directly on the surface of the rice pudding.
Let cool and then refrigerate until completely chilled.