Place the water and the tomatoes in a food processor or blender and puree until smooth. Add the remaining soup ingredients and pulse until the mixture is slightly chunky.
Chill the gazpacho for at least two hours. Add up to 1/2 cup water to thin the soup, if you like, before serving it in chilled bowls topped with feta and sprouts.