An odd thing about ELs, some don't work so good on higher frequency AC. I have that EL driver from All Electronics. It didn't work at all driving an Intermatic "Good Nite Lite"., but drives EL tubing brighter than any other driver I've got and works fine on a small EL backlight I picked up at a ham fest.
One caviat, though: The harder you drive EL and the brighter it shines, the sooner it wears out, particularly that 2mm plastic tubing that comes in a number of colors, often sold to customize vans. You can buy a kit at Target that includes 6 or 15 feet of the tubing and a driver that plugs into a lighter socket. That driver won't drive the nightlight either, and when I tried it on the backlight from the hamfest, it destroyed it.