Surely everyone would think costly dedicated servers will perform better than VPS BUT...

I experimented with both on MyHosting and from my experience, high end VPS packages were better than the low cost dedicated servers.

Just from my observations of course. They also answered my questions regarding pricing and VPS pricing was really attractive.