FirefoxOS does indeed run on Gecko, the Firefox rendering engine.

I'm my experience, most crashes seem to be related to plugins and/or extensions, with that aside, I seem to get pretty comparable crash frequency from Firefox and chrome while developing code that relies on pretty state-of-the-art APIs (WebGL)