(Note also that the choice is not a dichotomy between Blink and Gecko. WebKit exists.)
Also yes in general every JS-heavy web app I've ever used runs much smoother on Chromium than FF.
I don't think it has anything to do with the javascript engine per se, but more the general API surface that Chromium gives you. There might be some additional benefit that Chrome is the most used browser (currently) and so there might be some developer sentiment or familiarity with it; Chrome's popularity might push adoption for Chromium.
I'm not even sure what moz would gain here.
The same could be said of the browser tech itself. They could just switch to a webkit engine, have the same market share, and still "gain" whatever it is they are gaining now.