I have a recently-provisioned Lenovo with a 500G SSD drive and 16G of memory. It only has a few things on it and nothing else running, but Chromium will only have a couple of tabs open before it starts blocking on requesting pages.
When I flip over to use Firefox, it will start becoming sluggish or unresponsive with only a couple of windows and tabs. Obviously, this pales in comparison to other environments like Windows or OS X, where I can have dozens of windows open with hundreds of tabs (yes, I realize that I'm probably substituting tabs for love in my life). I've been using Ubuntu for ten years and Linux for twenty.
This is top. Notice that the CPU utilization of Firefox is greater than 100%: