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Utility of dynamic range beyond a certain point

  
 
dclark
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p.3 #1 · Utility of dynamic range beyond a certain point


ruthenium wrote:
... read post #4 on this page
https://www.fredmiranda.com/forum/topic/1945915/1#17053269
(the noise is manipulated digitally in A7R6 - I thought it was understood already and didn't require repeating)

Does that change the answer to my question? Was the PDR increased by increasing the number of photons it can capture?
Second question: how was the noise "manipulated digitally"?
The point of these questions is that the PDR was not increased at lower ISOs by capturing more light with the sensor, it was accomplished by reducing the noise in the shadow regions.



Jun 10, 2026 at 10:18 PM
Pixel Perfect
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p.3 #2 · Utility of dynamic range beyond a certain point


Well put it this way, since even buying a Canon 5DIV I haven't had to do a double/mulitple exposure shot, even in challenging DR situations. My newer Sony's are at least a full stop better and have better ISO invariance and shadow pushability.

I've long stopped caring about DR improvements, but Sony's and Panasonic's DGO method is a nice feature, but I'm hoping this comes to next gen true "fully stacked sensors", that are able to offer this feature in ES mode.



Jun 10, 2026 at 10:20 PM
ruthenium
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p.3 #3 · Utility of dynamic range beyond a certain point


dclark wrote:
Does that change the answer to my question? Was the PDR increased by increasing the number of photons it can capture?
Second question: how was the noise "manipulated digitally"?
The point of these questions is that the PDR was not increased at lower ISOs by capturing more light with the sensor, it was accomplished by reducing the noise in the shadow regions.


You are re-stating what I said earlier - what's the point?



Jun 10, 2026 at 10:23 PM
dclark
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p.3 #4 · Utility of dynamic range beyond a certain point


ruthenium wrote:
.....
Thus, the principal way to improve the dynamic range is by developing sensors that can capture more light - that have a greater "full well capacity".
.....
In simplified terms, add a stop of DR, and your camera would double the number of photons it can capture. More DR means that one can capture more bright scenes without losing details in the highlights.
.....





Jun 10, 2026 at 10:41 PM
snapsy
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p.3 #5 · Utility of dynamic range beyond a certain point


ruthenium wrote:
I think this is clear now that what interests you (and I share this interest) is different from the dynamic range of a camera.

You are interested in how one can create a visual illusion while using pigments which reflectance "gives a contrast ratio of roughly 30:1 to 50:1 for most paint surfaces". I believe that the key to the understanding of this illusion is in the nature of human (and animal and bird) vision. Our eyes can only tell if one patch is lighter or darker than another. We are relatively indifferent (to a degree) to the exact amount of
...Show more

Hmm, in my last reply I shared a PTOP link I generated showing the a7rVI's PDR advantage is from its lower read noise. I also previously described how DR/PDR is a full-range measurement and that shadows vs highlights is only a metering/exposure construct, so not sure what to make of your latest reply.



Jun 11, 2026 at 12:00 AM
gdanmitchell
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p.3 #6 · Utility of dynamic range beyond a certain point


The simple way to think of it is that the brightest tones are those of the unpainted or unprinted canvas/paper or other material, and the darkest tones are those of the blackest pigment, etc. that can be applied. That range is smaller than the range that a camera can record and smaller than the range that we can “see” as the human vision system actively adapts to what it is looking at.

chiron wrote:
I am definitely talking about the dynamic or tonal range of the painting itself. Here's what Claude 4.8 came up with, which is somewhat different from your figures and closer to my experience of viewing images (and I think closer to Dan's points). But I appreciate what you are saying and I know that I may be not understanding your points clearly.

From Claude 4.8:

I asked: "Do oil paintings have anything equivalent to dynamic range in photography?

--Claude answered:--

"Yes, though the equivalent is more constrained and works differently.

"The closest concept is tonal range or the value scale an oil painting can render.
...Show more

- - -

bwcolor wrote:
Many older photographers judge dynamic range by what can be compressed/expressed on paper. The device generation is use to what can be displayed on their smartphone screen. What we all forget is that in real life, apart from the page, or screen, in all but the most overcast day, or constrained internal lighting, real life situations involve a great deal of luminance variance within a scene. Video has stepped up and many value recording this range of luminance in a way that more closely resembles the real life experience, but in photography, we are comparing images to paintings and some
...Show more

There are several kinds of limits to “dynamic range.”

1. Earlier in the thread we’ve discussed the limits of painting or printing on physical material.

2. It is possible a monitor can be designed that produces a wider dynamic range. (The brightest values are not limited to top-illuminated paper, canvas, etc.)

3. The human visual system (eyes and brain) can “see” a larger range, but that requires near-instant adaptation to the brightness of the focus of attention. I suspect — but can’t prove — that something like a monitor with huge dynamic range would require our visual system to continuously adapt in the same way that an actual scene with a huge range does.

In any case, a real world bottom line is that there probably isn’t generally a whole lot of value in a display medium that has a dynamic range as large as what the human visual system can dela with via that instant adjustment.

There IS a lot of value in a camera that can record a larger dynamic range than what we can easily see, as long as we use post-processing (or in-camera) methods to adjust the image to raise values in shadows.

= = =

Pixel Perfect wrote:
Well put it this way, since even buying a Canon 5DIV I haven't had to do a double/mulitple exposure shot, even in challenging DR situations. My newer Sony's are at least a full stop better and have better ISO invariance and shadow pushability.


For most subjects, including landscapes, I have almost completely stopped relying on exposure blending since I started using a 5DsR a decade ago!

Out of habit I often will still make multiple exposures with different settings that I could use for a post-processing blend, but it is extremely rare that I actually end up blending that way.

I do a lot of masked adjustments of various types. It is actually remarkable how much we can push and pull images today with sophisticated post-processing software, and recent improves in NR have had a phenomenal effect.



Jun 11, 2026 at 03:32 AM
ilkka_nissila
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p.3 #7 · Utility of dynamic range beyond a certain point


Ltgk20 wrote:
I guess the way I see it is that I'd rather have the capability there and not need it than need it and not have it. It's true that I rarely need more DR than my A1ii provides, but if it had 2 additional stops, it doesn't cost any more and on the rare occasions when I can use it, it's there.


It does make the sensor readout take a longer time, so if you wanted silent photography of moving subjects, these stops would not be available (at least not in a way that results in geometrically correct images of moving / panned subjects and backgrounds). By choosing that higher DR you basically give up the option of having the fastest (silent) rolling or global shutter performance. This is a perfectly legitimate compromise, image quality vs. speed has always been a tradeoff.



Jun 11, 2026 at 03:55 AM
ilkka_nissila
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p.3 #8 · Utility of dynamic range beyond a certain point


gdanmitchell wrote:
The simple way to think of it is that the brightest tones are those of the unpainted or unprinted canvas/paper or other material, and the darkest tones are those of the blackest pigment, etc. that can be applied. That range is smaller than the range that a camera can record and smaller than the range that we can “see” as the human vision system actively adapts to what it is looking at.

- - -

There are several kinds of limits to “dynamic range.”

1. Earlier in the thread we’ve discussed the limits of painting or printing on physical material.

2. It
...Show more

There is some value in HDR images displayed on HDR displays; it feels more like "being there" rather than looking at an image, and the difference is very real. However, because true HDR displays are not universal it is challenging to implement a distribution pipeline that would show images in an optimal way across a wide range of different displays with different characteristics. This is why most images online are just SDR. Movies and TV series do get displayed in some form of HDR as there are standards in place for TVs and monitors on computers can follow these approaches (e.g. Dolby Vision). However this is not commonly used in websites that mainly display text and (still photography). At least for me it's important that the (still) image works as a print and does not require going to the computer to view it, let alone on the internet. I prepare my images for SDR and print display and I can still take advantage of camera dynamic range via post-processing (either algorithmic or manual post-processing that maps the tones to the displayed range). Personally I prefer the images from the D850 to the Z8 at base ISO because the former has a bit less shadow noise and the images to my eye look a bit more richer and more beautiful although Z mount lenses produce higher contrast and sharper detail at least in some circumstances. It's a matter of taste to some extent, I think.

For video I also shoot for SDR display but I will in the near future experiment with some form of HDR and see how I can prepare my videos for my TV and laptop which have OLEDs that support Dolby Vision. However, to me the extra value that is provided is not that great to be worth a lot of hassle. Some tone-mapping techniques that are plausible and do not take a lot of time for stills (such as exposure blending using hand-made masks) might be too time-consuming to apply for video and so having a high dynamic range display that can be more forgiving in that respect can be useful. However, this does not change my mind about stills as they are a different medium in so many ways, and for my purposes the ultimate outcome of the photography process is the print. Other people may see things differently and process their images purely for computer display and in that case they may be more interested in a future with more standardized display of HDR images on true HDR screens.



Jun 11, 2026 at 04:04 AM
rob_ww
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p.3 #9 · Utility of dynamic range beyond a certain point


Interesting thread -- a good 'stop and think' moment. Which of these advances do we really want/need? What are we trying to create with photographic pictures?

The apparent dynamic range of a painting is a perceptual phenomenon arising from the skill of the artist, who has total control of the medium within its limits. It is not really related to the dynamic range provided by the medium itself. Modern digital images -- including TV pictures, videos, still photographs -- can often look artificial BECAUSE they are too good technically. Our brains are used to the perceptual adjustments we made in viewing those works in the past and still make when interpreting a visual scene. When that adjustment does not result in a satisfying visual understanding, we call 'whoa!' on what we are seeing. Not sure where that leads us. Perhaps we have reached some kind of maximum threshold as far as technical improvements are concerned, beyond which they make it harder to achieve a satisfying and convincing result.

For me the extra DR of the A7R6 is only helpful if I need to correct a mistaken exposure. The only improvement I really want is to be able to use silent shutter indoors without banding, and I'm not sure the read out is fast enough to do that.



Jun 11, 2026 at 04:11 AM
dmcphoto
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p.3 #10 · Utility of dynamic range beyond a certain point


Some years ago I looked into some of this pretty deeply. Here's what I found:

Humans:
The range between the most intense light the human eye can safely handle and the darkest things we can see in the darkest environments is almost 30 stops, but there's a big catch. We cannot see both ends of the scale simultaneously, so this is not dynamic range in any useful sense. In fact it takes between 30 minutes and several hours for our vision to adapt between the extremes. It's even more complicated than that. Human vision has three ranges, scotopic, mesopic, and photopic.

Scotopic vision occurs in dark environments with luminance less than 0.001 lux, when only the rods in the retina are responsible for vision. Rods are not sensitive to color, so vision in the scotopic range is monochromatic. Starlight, (outdoors away from artificial light sources on a clear night with no moon) produces a luminance of about 0.001 lux. The scotopic range is where our eyes have their greatest dynamic range; about 20 stops for a contrast ratio of about 1,000,000:1. That's enormous, but it is monochromatic.

Mesopic vision occurs in environments with luminance between 0.001 and 10 lux. Both the rods and cones in the retina are used for vision in this range. The proportion of rods to cones depends on the luminance, as does the available dynamic range, which varies from about 20 stops in monochrome on the dark end to about 10 stops in color on the bright end.

Photopic vision occurs in environments with luminance greater than 10 lux. Only the cones are used for vision in this range, and this is where our best temporal, image, and color resolution occurs. It is also the range in which we spend most of our time. Common luminance levels range from around 20 lux in public areas with dark surroundings (like the darker areas in a public parking garage at night) to 100 lux in elevators, stairwells, and storage spaces to 150 lux at home to 300 lux in classrooms to about 750 lux in a supermarket. In the photopic range we can capture a dynamic range of about 10 stops or a contrast ratio of about 1024:1. Only about 6.5 stops of this dynamic range is available instantaneously, but the visual system dynamically adjusts its sensitivity (ISO) to optimally place the available dynamic range according to the brightness of the specific area the person is trying to see. The iris (aperture) also adjusts dynamically and has an adjustment range a bit less than 3 stops. Our brains integrate what we see over brief periods into what could be called the HDR image we perceive. In total we end up with about 10 stops of usable dynamic range.

Scenes in real life can have a dynamic range far greater than 30 stops, and far greater than the 10 stops we can see in full color.

Photographic Output Media
This does NOT include the new HDR displays, about which I know nothing. In spite of marketing claims, when measured with good calibration equipment, the best LCD monitors have a dynamic range of barely 10 stops. That's a contrast ratio of 1024:1, which is the same as that of our eyes. We have to remember that this is what a calibration tool "sees", and it excludes all ambient light from the area it measures. Humans do not normally do that. In normal viewing conditions the dynamic range is more like 9, or even 8, stops. Photographic prints have a dynamic range of about 6.5 stops, assuming good lighting with no glare from the printed surface and no glazing over the print.

AFAIK, the advantage of having more dynamic range than can be visualized is to allow large adjustments in a program like Photoshop without data loss (clipping). It seems to me that the job we have as photographers is mapping the huge dynamic range that exists in the real world into the narrow dynamic range that we can actually see and use.

IMO



Jun 11, 2026 at 04:52 AM
 


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chiron
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p.3 #11 · Utility of dynamic range beyond a certain point


dmcphoto wrote:
Some years ago I looked into some of this pretty deeply....

...AFAIK, the advantage of having more dynamic range than can be visualized is to allow large adjustments in a program like Photoshop without data loss (clipping). It seems to me that the job we have as photographers is mapping the huge dynamic range that exists in the real world into the narrow dynamic range that we can actually see and use.

IMO


And this is exactly what painters have been doing for thousands of years, going back to the cave paintings of Lascaux and of Altamira, and it is espcially relelvant for those of us who want the final expression of the image to be a photographic print.

Vermeer was able to create images of incredible beauty within a limited, compressed tonal range wherein one of the main sources of the beauty as well as the key subject of the painting was the light itself, which had to fit within the limited range. Much of what he did had to do with variations of tonal values within that limited range, combined with subtle color changes and gradations in the light as it moved across the room. As another painter said of Vermeer, he found a life's work in the corner of a room.

If anyone is interested in more about how he worked with light and color, there is an excellent web site called Essential Vermeer that can be found below. It contains a ton of information, so you have to look around it to find what you want.

Essential Vermeer



Jun 11, 2026 at 05:48 AM
guidostow
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p.3 #12 · Utility of dynamic range beyond a certain point


For many decades, large format film photographers have been using the zone system and advanced development techniques to expand the dynamic range of their films to more effectively capture the tonal range of high contrast scenes. Increasing the dynamic range of sensors helps us achieve more in the digital realm.


Jun 11, 2026 at 08:06 AM
RoamingScott
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p.3 #13 · Utility of dynamic range beyond a certain point


guidostow wrote:
Most adults can see 24-25 stops. Matt paper can deliver 4-7.5 stops, glossy 6-8, jpeg 8-11 HDR ~17ish (last two are device dependent). Recording as many stops of noise free data as possible provides the most control over mapping shadow and highlight detail into the chosen output range.


This is a good point that has been mostly glossed over. We are already well into the range of DR on modern cameras that only benefits the photographer in the editing room...your final JPEG that gets posted to Fred Miranda or IG or Flickr won't have as much range, and if you print, you're already in 3x overkill territory.

In practical terms, regarding how photography has been done for ages, we have what we need now. Unless some new form of taking and consuming photos emerges, there's no urgent "need" for more DR, just the desire of the pixel peepers and people who can't otherwise make an interesting image.



Jun 11, 2026 at 08:23 AM
gdanmitchell
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p.3 #14 · Utility of dynamic range beyond a certain point


dmcphoto wrote:
Scotopic vision occurs in dark environments with luminance less than 0.001 lux, when only the rods in the retina are responsible for vision. Rods are not sensitive to color, so vision in the scotopic range is monochromatic. Starlight, (outdoors away from artificial light sources on a clear night with no moon) produces a luminance of about 0.001 lux. The scotopic range is where our eyes have their greatest dynamic range; about 20 stops for a contrast ratio of about 1,000,000:1. That's enormous, but it is monochromatic.


Thanks for that post.

The quoted section above relates to another way that photographic “seeing” is not like our visual system’s seeing.

This was brought home to me — yet again — with some of the aurora photographs of the past few years and, to some extent, some of the Milky Way photographs that have become such a “thing.”

I photographed a strong aurora from a location in northern California a year or two ago. The actual aurora was so marginally visible to my eyes that I was not even certain that I was seeing it. But if I aimed my iPhone at the sky there was very visible color. (Though still somewhat subtle in my location.) This is, at least in part, due to the loss of color sensitively at very low light levels in our vision… and the fact the digital sensors don’t react that way.

We see something similar in other kinds of photographs where the light is very dim… and the camera ends up recording something that has much more color than we saw.

I can’t say if this is a good thing or a bad thing — though sometimes I see some very unconvincing, overwrought night photography as a result. My own philosophy in my night photograph y is that I’m making photographs “of what the camera sees,” sometimes in situations where my eyes don’t see anything like the final photograph.

- - -

chiron wrote:
And this is exactly what painters have been doing for thousands of years, going back to the cave paintings of Lascaux and of Altamira, and it is espcially relelvant for those of us who want the final expression of the image to be a photographic print.

Vermeer was able to create images of incredible beauty within a limited, compressed tonal range wherein one of the main sources of the beauty as well as the key subject of the painting was the light itself, which had to fit within the limited range. Much of what he did had to do with variations
...Show more

Photographers can learn a LOT from painters and paintings!

- - -

guidostow wrote:
For many decades, large format film photographers have been using the zone system and advanced development techniques to expand the dynamic range of their films to more effectively capture the tonal range of high contrast scenes. Increasing the dynamic range of sensors helps us achieve more in the digital realm.


In part, the zone system was designed and often used to try to ensure that the largest amount of important image data was captured on film. And, of course, for film things worked a bit differently. Example: The brightest image elements were recorded as the darkest tones on the negative, but because film’s response at the margins was not linear film photographers did not run into the same “hard stop” that we encounter when we blow out the highlights in digital exposure.

The issue was tricky (again with negatives)with the darkest tones. Today we worry about noise at the low luminosity levels — back then they had to worry about whether the film would even register sufficient detail since dark areas would be the lightest areas of the negative. The zone system helped ensure that scenes with lots of dark areas were not underexposed, but photoraphers resorted to all kinds of other “trickery” to make this work, too: pre-exposing negaitives so that there would be at least some density in the darkest areas of the scene, and varying the exposure and development process in all kinds of ways.

Today we do something that is not altogether different from what zone system film photographers did, though we have a bunch of advantages that make it easier. For example, when we look at a scene with a few specular highlights and decide to let them blow out (which can be just fine) in order to get better shadow detail, we are making a zone system style choice… as we are when we do the opposite to protect highlights and plan to bring back shadows in post.

A lot of us expose not for “the best” SOOC image but the file that holds the most usuable and important image data, with a plan to optimize that in post.

- - -

It is still useful to continue to expand the dynamic range that cameras are capable of recording with good fidelity, but not for SOOC images — instead it is so that we, like film photographers and painters, can produce photographs that include elements that originally ranged from very dark to very light… by means of post-processing techniques.

Note: For those who might be thinking that they don’t want or need toe PP stuff and, for example, are happy to shoot jpgs… your CAMERA is doing some of that kind of processing for you in most cases. :-)

- - -

Yeah, I admit it, I’m fascinated by this stuff… and I bring it to bear on my own photographs.

Edited on Jun 11, 2026 at 08:55 AM · View previous versions



Jun 11, 2026 at 08:40 AM
Cliff L.
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p.3 #15 · Utility of dynamic range beyond a certain point


I didn't read the entire thread, but the impression I got is that everyone is talking about dynamic range at a single point, typically the camera's base ISO (where most cameras are now "good enough"), but there's more to it than that.

What I'm more interested in is how well the camera's dynamic range holds up as ISO increases - since you can can now easily deal with high ISO noise in post-processing, but you can't bring back dynamic range that isn't there. That's where the real advantage of a sensor with high dynamic range lies.



Jun 11, 2026 at 08:50 AM
bwcolor
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p.3 #16 · Utility of dynamic range beyond a certain point


Here is a link that might give some perspective as to the availability of HDR screens:

https://www.techrankup.com/en/smartphones-with-hdr-display/



Jun 11, 2026 at 09:02 AM
sbay
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p.3 #17 · Utility of dynamic range beyond a certain point


chiron wrote:
I asked: "Do oil paintings have anything equivalent to dynamic range in photography?

--Claude answered:--

"Yes, though the equivalent is more constrained and works differently.

"The closest concept is tonal range or the value scale an oil painting can render. A photograph captured digitally might encode 10–14 stops of dynamic range, but any reflective print—oil paintings included—is bounded by the physics of pigment and surface. The brightest possible value is the reflectance of the lightest paint (titanium white, lead white) and the darkest is whatever the darkest pigment absorbs short of perfect blackness. In practice this gives a contrast ratio of roughly 30:1
...Show more

That's really interesting, I assumed the opposite that prints would have lessor dynamic range.

I think the reason a low dynamic range print/painting can look really good is that our eyes are adaptive. We adjust to the brightest white and blackest black within our visual field of view.

Once I was exhibiting a matt image of mine and placed it right next to a glossy. That didn't turn out well as the glossy made the matt image look flat and horrible, but by itself it was fine.




Jun 11, 2026 at 09:30 AM
sbay
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p.3 #18 · Utility of dynamic range beyond a certain point


racetratr wrote:
I rarely need more dynamic range from my camera when shooting at base ISO. Yeah, I like having more leeway in post production, but that's not absolutely critical. When I really could use more dynamic range is when doing fast-paced street photography at night at ISO 6400. Unfortunately, that isn't gonna happen, unless and until there are major reductions in sensor/camera noise.


Sony cameras have wide ranges where they are ISO invariant. Instead of shooting at ISO 6400, keep the same shutter and aperture but drop the ISO to 800 and you'll have +3 stops of dynamic range.



Jun 11, 2026 at 09:34 AM
gdanmitchell
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p.3 #19 · Utility of dynamic range beyond a certain point


sbay wrote:
Once I was exhibiting a matt image of mine and placed it right next to a glossy. That didn't turn out well as the glossy made the matt image look flat and horrible, but by itself it was fine.



Along these lines a photographer friend likes to spend some time in his workshops talking about these perceptual issues. He has a ton of great examples of how subjective our vision is. But one that is definitely useful in a very practical way has to do with which color/brightness of background we select in our editors as we work on photographs.


For example, if we select a black screen background our photographs can really look like they “glow.” But they don’t. The dark surround tricks us into thinking that things are brighter than they really are. In fact, there’s a strong argument (at least if your target is prints) that a pure white background is a better choice. If you can get your image to sing against a white background it is probably going to sing as a print.



Jun 11, 2026 at 10:39 AM
Lee Saxon
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p.3 #20 · Utility of dynamic range beyond a certain point


I understand why DPR and others test dynamic range in terms of examining the shadows in a severely pushed exposure, but IMHO that (or, relatedly, doing some kind of HDR tone-mapping, which OP alludes to disliking [as do I]) is not the real-world use case for extra dynamic range. The real world use case is being able to Expose To The Right as much as possible--to avoid *needing* to push shadow exposure, aka to capture as much clean data in the shadow areas as possible--while leaving the highlights not blown out and able to be pulled back down into non-HDR range. My last two cameras have been the D850 and GFX 100, and the difference in their ability to do that has been meaningfully useful. Now, sure, the A7r5 is somewhere between those cameras in DR, so you're not looking at as much of an upgrade, but I still sometimes use grad NDs and exposure bracketing at times with the GFX 100 so I'm a big proponent of there not being such a thing as too much dynamic range.


Jun 11, 2026 at 10:53 AM
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