In the ground a Mission Olive Tree can attain heights of 30 feet. However, you can prune the tree each year after all fruit is harvested and before the next bloom in spring. In this way a Mission Olive Tree can be kept quite small. Container grown trees can be kept at sizes of 4 to 6 feet tall, and still grow many olives. As a rule, the larger the tree, the higher the crop yield.