In some Major League Soccer circles, the Supporters' Shield, which is awarded to the team with the best regular-season record, is considered just as valuable as the MLS Cup championship trophy.

Only five teams in the MLS's 18-year history have won the shield and the title in the same season.

The New York Red Bulls, on the strength of their...