I think dedicated servers are used when you think about performance first. In that case the approach to scaling is probably to just over provision, which works

I think dedicated servers are used when you think about performance first. In that case the approach to scaling is probably to just over provision, which works perfectly in a lot of cases. I would also use OVH for dedicated servers.