I agree that with a particular camera at a particular EI setting, that IF you can increase exposure to have the raw histogram at the right edge, it is better than giving less exposure. But that fact is of little use when judging or predicting IQ differences between different cameras that might apply a different amount of amplification at the same EI setting, or even comparing at different EI settings on the same camera. It is also a bit irrelevant in low light situations where one cannot vary the exposure because it is fixed (at well below full well capacity) by limits of minimum usable shutter speed and largest usable aperture. Then the question instead is something like deciding the best EI setting (analog amplification level) — and also deciding how much changes in EI setting matter: often very little in "near ISO-less" cameras.
BJL,
Sorry! Can't follow your logic. The purpose of the DXO measurements is to enable you to predict the IQ differences between different cameras that do in fact apply different amounts and different qualities of amplification at the same ISO setting.
How a camera behaves at a particular ISO setting is something that is useful to know in order to make the best choice of camera purchase, and also the best choices of ISO setting and F/stop, in relation to the desired shutter speed, when using the camera.
For example, it is well known that Canon DSLRs at base ISO have much worse DR than Nikon DSLRs. The Nikon D810 has a full 2 stops better DR than the Canon 5DSR at their nominated ISOs of 100, which are measured as being almost identical at ISO 77 for the 5DSR and ISO 75 for the D810.
However, as ISO settings are increased, that DR advantage of the D810 decreases. From ISO 800 onward, the DR is basically the same for both cameras, as well as the SNR. Isn't that useful to know?
Supposing, for example, that you are shooting a landscape where you consider that both DR and DoF is important, so you want to use your 5DSR at base ISO and and an f/stop of 16. Unfortunately, you haven't got your tripod with you and realize that at F16 and base ISO the shutter speed will be too slow for a sharp, hand-held shot, so an ISO setting of 200 might be more appropriate. This might result in a period of indecision if you don't know how your camera behaves at different ISOs. Is it better to sacrifice a bit of DoF and use F11, or better to sacrifice perhaps a full stop of DR for the sake of more DoF?
However, if you have examined DXO's test results for the Canon 5DSR, you will understand that the DR at ISO 200 is almost identical to the DR at the base ISO of 100. The difference is a mere 0.06 EV, of no consequence and probably within the margin of testing error.
If one is using the Nikon D810 in the same circumstances, increasing ISO to 200 will result in a drop of almost a full stop of DR, but that reduced DR is still more than a full stop better than the Canon 5DSR at ISO 200. Is that not useful to know?
Another example of the practical use of being aware of the different qualities of signal amplification in different cameras, relates to my first full-frame DSLR, the Canon 5D. It had impressively low noise at high ISOs, such as ISO 1600 and 3200 which I often used in low-light situations
However, it became widely known through various tests, before DXO began publishing its results, that using ISO 3200 with the Canon 5D served no purpose for those shooting in RAW mode. The camera merely amplified the signal without any further reduction in noise. An underexposure at ISO 1600 resulted in the same quality of image when the same exposure was used at ISO 3200, after appropriate adjustments in Photoshop's Camera Raw.
The advantage of underexposing at ISO 1600, instead of attempting an ETTR shot at ISO 3200, was better detail in the highlights, and/or lower risk of completely blowing some highlights. Is that sort of information not useful to know?