Seems like Google Chrome is finally supporting HiDPI rendering. It took me a while to migrate habits from Firefox to Chrome, but using Chrome on larger screens always seemed a mess. Firefox tended to act more normally on screens with higher DPI, whereas Chrome for a long time had not officially supported it. Recently with an urgent warning from Chrome I happened to update it to Chrome 54.
Now It feels really nice, except the laggy transitions between screens with different DPI settings (I work on dual screen).