Makes you wonder if this is anecdotal or rather the common experience for most of the users with a pretty big stack on there? I've used Azure solely for running like the cheapest plan for an Ubuntu VM and it has been flawless for that.
I do suspect that their portal will not work well if the connection between you and their data center is shaky though.