Also, as far as I know, the FCP timer starts as soon as the browser receives the content, the timer doesn't start when the test starts so a slow return from the server will not affect FCP.
In other words, if it takes 10 seconds for the server to generate the page and send to the browser, the FCP time will not be 10 seconds + browser render time.