It will include the time until the last byte. Fidler monitors the network.
Since you do not have access to databases, etc. in the browser, this time is already on. DL time for JS files is also included, as they are sent to the client. If JS loads any additional files into pageload, then this time will also be included, if ig does not extract anything from the server, then this time will not be included.