OK, both Amazon and Facebook (and likely Google, can't remember) order custom servers for their datacenters, instead of going with readily available Supermicro, Dell, HP, IBM offerings.

Same reasoning here: at such a scale, having a custom-built thing optimized for a bunch of your specific requirements, and made uniform, pays off.