The Drama Desk Awards are the only major New York City theater honors for which productions on Broadway, Off-Broadway and Off-Off Broadway compete against each other in the same categories.

The hit musicals The Book of Mormon and revival of Anything Goes each won five Drama Desk awards on Monday, bolstering their front-runner status going into next month's Tony awards, Broadway's top ...