Asparagus is a nutrient-dense vegetable that is low in calories and high in fiber, vitamins, and minerals. However, the nutritional content of asparagus soup may vary depending on the recipe and ingredients used. Creamy versions of asparagus soup may contain more calories and fat than broth-based versions.