After updating the buildbot instance to the latest version each builder page now shows two interesting graphs: Success rate and build time:
You can select a builder from this page and inspect the graphs yourself.
This is a great improvement as will allow us to track ill buildbots or persistent race conditions and will provide a better way to asses general builder health.