Derby Boy is an older, basic machine with no LCD screen. It was my first machine, but I think it's still fun because I like horse racing.
Looks like you have an updated version, I believe it's called Derby Rush? If you like horse racing, there is also a machine called Winning Post by IGT that I'll probably get someday.