We looked at providers such as Softlayer but while they guarantee the performance of the servers they typically can't guaranty network latency. Since we're doing this to reduce latency https://about.gitlab.com/2016/11/10/why-choose-bare-metal/ this is essential to us.
We'll be glad to look into alternatives that manage the servers and network for us although the argument in https://news.ycombinator.com/item?id=13153455 that this is the time to build a team that can handle this makes sense to me too.