Raidenorius
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Hello there.
I'm pretty new to photography, so please correct me.
One thing stills bugs me - ISO.
ISO is the only variable of the exposure that isn't analog but digital. With aperture and shutter speed you change the amount of photons you gather, but by changing ISO you just change how the sensor reacts to these photons.
ISO should be a standard (as a word "standard" is a part of "ISO" acronym"), but these days everyone knows it isn't photography standard any more.
So - why we still compare the thing we shouldn't - "ISO performance (e.g. A7RIII 12800 ISO vs Nikon Z7 12800 ISO) instead of comparing the thing that can tell us how we should handle the photos form different cameras in the post?
I mean noise of different ISO settings in one camera, which is connected to ISO Invariance and postproduction.

I'm X-T 20 owner, my friend uses 6d Mark II.
Look at X-T20 first. Reading the image above, I know that there is a big change how camera reacts to photons (or rather how Fuji image processor acts and change raw data) between ISO 200-640 and ISO 800-12800.
The camera is ISO Invariance between ISO 200-640 and ISO 800-12800, so when I will pull by 1EV in the post, the photo taken with ISO 200, but underexposed by 1EV, I will get prety much the same result as I would taken that photo with ISO 400 and proper exposure.
I could take photo underexposed by 4EV with ISO 800, and then pull it in post by 4EV, with the same result as photo properly exposed with ISO 12800 (the noise would be the same).
But, there would be a difference in photos taken with ISO 400 pulled by 4EV in the post, and the photo taken with ISO 6400, as the X-T20 isn't ISO Invariance between ISO 400-6400 (the noise change as the fuji change raw data at 640-800 step).
What that knowledge gives me?
Thanks to that I know that in lower light conditions I can shoot a photo with ISO 800 or higher and get lower noise but a little darker image (this is what fuji processor do to photos after iso 800) or I can take a little underexposed image with ISO 200-640 and pull it in the post, which will resulted with more noise, but won't be darken by the fuji processor.
Look now how nonlinear in ISO noise is the Canon 6d Mark II.
This gives you less flexibility in the post.
I hope that I made my point there - we should pay more attention to compare the ISO performance in the camera, not between different cameras (we can still compare the noise by different cameras).
Here is the link to the tool - http://www.photonstophotos.net/Charts/RN_ADU.htm
I'm pretty new to photography, so please correct me.
One thing stills bugs me - ISO.
ISO is the only variable of the exposure that isn't analog but digital. With aperture and shutter speed you change the amount of photons you gather, but by changing ISO you just change how the sensor reacts to these photons.
ISO should be a standard (as a word "standard" is a part of "ISO" acronym"), but these days everyone knows it isn't photography standard any more.
So - why we still compare the thing we shouldn't - "ISO performance (e.g. A7RIII 12800 ISO vs Nikon Z7 12800 ISO) instead of comparing the thing that can tell us how we should handle the photos form different cameras in the post?
I mean noise of different ISO settings in one camera, which is connected to ISO Invariance and postproduction.

I'm X-T 20 owner, my friend uses 6d Mark II.
Look at X-T20 first. Reading the image above, I know that there is a big change how camera reacts to photons (or rather how Fuji image processor acts and change raw data) between ISO 200-640 and ISO 800-12800.
The camera is ISO Invariance between ISO 200-640 and ISO 800-12800, so when I will pull by 1EV in the post, the photo taken with ISO 200, but underexposed by 1EV, I will get prety much the same result as I would taken that photo with ISO 400 and proper exposure.
I could take photo underexposed by 4EV with ISO 800, and then pull it in post by 4EV, with the same result as photo properly exposed with ISO 12800 (the noise would be the same).
But, there would be a difference in photos taken with ISO 400 pulled by 4EV in the post, and the photo taken with ISO 6400, as the X-T20 isn't ISO Invariance between ISO 400-6400 (the noise change as the fuji change raw data at 640-800 step).
What that knowledge gives me?
Thanks to that I know that in lower light conditions I can shoot a photo with ISO 800 or higher and get lower noise but a little darker image (this is what fuji processor do to photos after iso 800) or I can take a little underexposed image with ISO 200-640 and pull it in the post, which will resulted with more noise, but won't be darken by the fuji processor.
Look now how nonlinear in ISO noise is the Canon 6d Mark II.
This gives you less flexibility in the post.
I hope that I made my point there - we should pay more attention to compare the ISO performance in the camera, not between different cameras (we can still compare the noise by different cameras).
Here is the link to the tool - http://www.photonstophotos.net/Charts/RN_ADU.htm