Any performance differences should be negligible. Use what you're used to. I personally use Amazon/CentOS/RHEL because I know where everything is and how everything goes.
Oh man, good thing you can install python yourself on RHEL. But I wouldn't expect someone using Ubuntu to know how to download and compile the source code themselves.