When were you looking at this? Chrome used to behave really badly on retina macs; it still behaves somewhat badly, but it's a lot better. Safari and Firefox don't have this problem, however.

The screen has 4x more pixels, but the graphics subsystem isn't 4x faster.

Choppy scrolling on a 2014 MBPr here, Safari on Mavericks.