Add all ingredients for the blending process into a blender. Blend until smooth.
Pour the blended gazpacho into a large bowl, then add the yellow bell pepper, the avocado, and mango to the soup. Stir to combine.
Taste and add additional crushed red pepper if you prefer your gazpacho spicier. Stir to combine, then serve.