Brioche French Toast Bake Brioche French Toast Bake - Brioche french toast, ingredients 5 slices of thick egg bread, brioche / challah 4 eggs 3 tbsp heavy cream 2 tsp vanilla pinch of salt 1 tsp cinnamon.