Images with high purity colors tend to have strong, vivid hues with minimal variation in shades, while images with low purity colors have more muted, subdued tones with a broader range of shades. This can affect the overall look and feel of an image, with high purity colors often being perceived as more vibrant and dynamic, while low purity colors can be seen as more calming and serene.