JPEG-standard was created to preserve IMAGES photo quality in small files. It is optimally suited for creating static with photos. The main advantages of this type of banner - small "weight" and the ability to accommodate virtually any network.
limitations - static and, again, the inability to create an interactive banner. At the moment, is very common (especially because it is simple to make, however, is increasingly replaced by more efficient competitors animated).