[michaelwu]

Lighthouse (also by Google) might be a better alternative. It works as a plugin so you're not limited to testing sites broadly accessible by the public.

https://developers.google.com/web/tools/lighthouse/

[rmuratov]

It is now included in Chrome dev tools under Audit tab.