In many respects, the New York Yankees just completed an extraordinary decade. Over the past 10 regular seasons, they won 921 games, more than any other team in baseball. They made the playoffs seven times—no other team played into October more often.

The 2010s were a success by every measure—that is, except for the only one their fans actually care about: winning the World Series.

New...