When it comes to wedding flowers, generally speaking, quantity equals more expensive. So if you want to cut your church flower budget, reduce the number of blooms.
That being said, sometimes it comes down to the flower choice. Ask your florist for budget-saving stem ideas. Some flowers are easier to grow and more readily available for example. Using flowers that are in season can also save money, as can reusing your flowers.