Are you sure it's not a VPS?
Although even a shared server should not slow down when you give it more load, the admin or host should factor bursts.
I wouldn't assume they are lying, but if the performance is not there then just move to a new host or atleast anew server, we would love to show you what quality hosting can be if you decide to try another host:
http://www.dwhs.com