For you system, you need to find out the real bottle neck.
It could be web server CPU bound, web server Disk I/O bound, web<-->DB server network I/O bound, DB server CPU bound, DB server disk I/O bound.
From the information you provided, the web server is not CPU bound, so adding faster CPU...