This seemed to work (though a little differently) in firefox, safari & opera. Not at all in chrome.
If MathJax does what I think it does then it will replace that MathML with HTML/CSS and should make it look consistent.
If you are writing a site specifically for math though, it makes sense to use the tools that were precisely designed for it.
Hope it helps