One of the men was wearing a Hannibal Lecter mask. The other two wore hoodies.
Surveillance video shows the suspects terrorizing customers and employees, robbing them and then taking off.
The thieves got away with about $6,000.
They are described as being Hispanic.
Anyone with information on the robbery or suspects is asked to call police at (800) 222-8477.