Gradient colors in flat design are typically categorized into linear gradients, radial gradients, angle gradients, and diamond gradients. Linear gradients transition colors along a straight line, radial gradients from a central point, angle gradients based on a specified angle, and diamond gradients with a diamond-shaped transition area. These gradients add depth and interest to flat designs without the use of shadows or textures.