Is there a way to record page load times across tabs, windows, sites?

I'd like to be able participate in a browsing session (multiple tabs/windows requesting multiple sites over let's say 30 minutes) – and then see aggregated page load data for that session – similar to how the page load time chrome extension does for individual pages.

How can I do this in an automated way?