I use both, depending on what I'm doing.
Chrome *is* a faster browser and has a convenient "incognito" mode (i.e. no browsing or form history, no cache) for higher security.
Firefox is my main browser. One main drawback of Chrome is no add-on support. But heck it's only beta, right...