It is true. Some exif information can be read from the file but it is only related to the parameters set up on exposure but still no information about the light.

That is why a comparison of two phones at the same time are better, however that way also some photos of one and some photos of the other phone can be better because settings are also should be very similar and a small difference in the light may cause different automatic settings...