Having multiple players on a single page might be fun for producing on-the-fly mashups. However, only the first player can be operated with keystrokes, which might be confusing for users. Although UMP supports multiple player instances, they're discouraged. Use playlists instead.
For additional test see the Index of Able Player Examples.