I am involved in a quite heavy web-based data processing and visualization application (browser regularly consumes 8GB RAM and more for a single tab).
I have to say that you really can see that browsers are not made for this kind of workload, even if Javascript itself might be fast enough, down to very stupid little things (e.g. accidentially pointing your mouse in the debug window to a variable holding a large array risks to freeze the entire browser).