Primary colors are the foundation for all other colors, while secondary and tertiary colors are derived from those primaries. Primary colors typically provide an eye-catching contrast that stands out in a logo design, whereas secondary and tertiary shades offer more subtlety for creating balance or depth within the overall composition.