Do you have a data layer, or a key you can update with start and stop times to record angular's time of execution on client side?
Usually pageloadtime involves the data response time from request to response handling, maybe you could embed the response time into your api responses to provide detail to the frontend and measure the loadtime of data / ui update execution time?