For me Chrome is the fastest browser all around. It may not be substantially better than Firefox anymore, but it's still the best. The day it stops being the best I will consider shopping for another browser.
(I mention Firefox specifically because it's the only browser that uses something other than webkit/blink, now that Edge is out)
(I mention Firefox specifically because it's the only browser that uses something other than webkit/blink, now that Edge is out)