In this creamy radish soup recipe, radishes are sautéed and pureed with potato, creating a velvety, healthy soup. Cooking radishes also tones down any bitterness, while leaving plenty of sweet, earthy flavors to enjoy. Using smaller radishes will give the soup a pretty pink hue, like the one pictured here, while larger radishes result in an almost white soup.