Diamonds give you extra advantages in the game. You can exchange Diamonds for a wide variety of items at the Store, or alternatively use them to: construct and upgrade Defensive Emplacements, speed up waiting times, or invest in upgrades for Buildings held by your Alliance.
Diamonds cannot be sent to other players, nor can they be gained or lost during Raids.