An easy definition of gesso would be that it is simply a liquid primer. The most popular gesso primer used today is the acrylic gesso, which dries quite quickly once applied and leaves a slight texture.
The artist-grade gesso is for the more professional artist that is looking to add more quality to their paintings. Since you are going for quality, the gesso will cost more.