Nobody is going to sit around and wait for your app or website to collect 5 minutes of data for calibration.
The browser doesn't let you collect all this sensor data.
Mobile Safari doesn't tell you the known camera calibration.
The Apple Vision Pro doesn't give you any data at all.
Nonetheless, 8thwall's XR8 takes seconds to calibrate absolute scale. It has to do device lookup for approximate calibrations for your iPhone model.