> then also not at all actually price sensitive since the mostly arbitrary distinction to the consumer "what brand is your phone" means you can charge 30% more
This distinction isn't arbitrary at all. They're effectively different markets. iPhone owners make more money and spend more money than Android users.
There have been a number of surveys that have shown this, here's one: