Modern Mosaics
low quality jpeg compression, exaggerated

Introduction

One of the first things a photographer learns about image formats is that JPEG image compression is “lossy”, meaning that the smaller file produced by greater compression comes at the cost of lower image quality. How much lower — whether low enough to “matter” — depends on the situation. JPEG compression can be remarkably effective at reducing the size of the image, so despite the lowering costs of storage space and bandwidth, the reduced size is still very appealing: storing essentially the same image in one fifth the file size, for example, means uploading five times faster.

The compression setting is usually controlled in camera with a “basic / standard / high” quality setting, each using progressively less compression. Most image-processing applications, though, use a “0-100 quality” or “0% - 100% quality” sliding scale, and Adobe Lightroom Classic is no exception:

JPEG Quality Setting in the Lightroom Export Dialog

It's easy to figure out that that “Quality: 0” is less quality than “Quality: 100”, but what does it really mean? The JPEG standard is full of complex math that I don't understand, and I suspect you don't either, so it's not exactly intuitive what these “quality settings” (“quality percents?”) really mean. This barrier to understanding is exacerbated by the fact that different applications tend to implement the settings in different ways, so “quality 73” means one thing in one app and another in another.

Adding to the confusion for Lightroom users is the fact that Lightroom's JPEG quality setting is unique: it's different from every other photo-processing app I know, including other Adobe products. “Quality 73” in Lightroom, for example, is not the same as “Quality 73” in Photoshop or any other app that I know of.

Table of Contents

For the rest of this post:

• Lightroom's Two “JPEG Quality” Surprises
• An Example (Sunset and Bird)
• Quality-Inspector Features
• A Totally Different Example (Reed Window Screens)
• Example (Dandelion)
• Example (Bridge)
• Example (Mountainside Buildings)
• Example (Boat at Sunrise)
• Example (Moss and Dandelion Seed)
• Example (Old Wooden Siding)
• About These Examples
• Conclusions
• Additional Resources
• Thanks

Lightroom's Two “JPEG Quality” Surprises

I've been working with digital images for a long time, and have dug around in some aspects to a fairly deep degree (particularly color spaces, raw compression, and white balance), but was surprised by Lightroom's JPEG-quality settings in two respects:

1. “0 quality” is not zero — With some photos, you get pretty good results even at Lightroom quality 0, more than good enough for web thumbnail use, for example, where the substantial savings in size (often more than a 90% savings!) make the slight tradeoff worth it. “Quality 0” in Lightroom might be roughly comparable to “Quality 50” in many non-Adobe apps.

   We'll see some compelling examples below.

2. “0-100” is really “0-12” — Lightroom maps the 101 points in its 0-100 quality scale to only 13 different quality outputs. Setting the Lightroom quality to 70, for example, results in the exact same output as setting it to 76, or anything in between. 7 is the same as zero, and 93 is the same as 100. The full mappings are shown in the examples below.

   Those familiar with Photoshop will recognize 13 as the number of quality settings in Photoshop's Save-as-JPEG option (with 0 being “Low quality”, up through 12 being “Maximum Quality”). I haven't tested whether these are indeed the same except for the numeric scale presented to the user, but I suspect they are.

   (For those wondering, Lightroom does not match Photoshop's “Save for the Web” 0-100 scale, either: with “Save for the Web”, a quality of 70 produces a result that is actually different than that produced with a quality of 76, so it can't be the same as Lightroom, where 70 and 76 are identical.)

An Example

Let's look at an example, a lightened version of the shot from this sunset post last month...

Nikon D700 + Sigma “Bigma” 50-500mm OS @ 1000 mm — ¹/1000 sec, f/13, ISO 1250 — full exif & map — nearby photos
Sunset and Bird

In the javascript-powered tool in the gray box below, you can see a full-resolution “actual pixels” crop from the photo created at various export qualities. Initially it shows the highly-poserized “Lightroom quality 0” version, but if you mouse over the buttons at the bottom, other versions load, all the way up the scale to “Lightroom quality 100” (the “93〜100” button)....

lossless   0 ︙ 7 8 ︙ 15 16 ︙ 23 24 ︙ 30 31 ︙ 38 39 ︙ 46 47 ︙ 53 54 ︙ 61 62 ︙ 69 70 ︙ 76 77 ︙ 84 85 ︙ 92 93 ︙ 100

As you sweep the mouse over the buttons from left to right, there's an initial dramatic increase in visual quality at relatively small costs in increased file sizes, but these trends quickly reverse so that toward the higher-quality end of the scale, there's little to no improvement in visual quality as the file size explodes by leaps and bounds.

To my eye at a glance the 70〜76 quality is just fine, but if I really look carefully with a critical eye, tipping my laptop LCD screen at an angle, I see uneven gradients even in the lossless version. This might well reflect that the sunset sky was not perfectly smooth(!), but the pixel-peeper in me wonders whether this smooth-gradient challenge was too much even for the basic technology of the camera image sensor.

Quality-Inspector Features

In visually comparing one quality level to another, it's very helpful to swap back and forth quickly between the two samples, as it hyper-highlights differences, revealing details of the difference that one would never otherwise notice. While this is useful, it's important to maintain a sense of perspective about what viewers will eventually see and actually notice on their own. Don't let yourself get carried away by raw pixel-peeping alone.

Comparing quality levels:

• Comparing adjacent quality levels — Comparing adjacent quality levels is as simple as panning the mouse back and forth between the adjacent quality buttons.

• Comparing a quality level versus perfect — Bringing the mouse just below a button reverts the display to the “lossless” perfect-quality version, so sweeping the mouse up and down into the button then below it toggles between the view for that button and the perfect-quality version.

• Comparing any two quality levels — Selecting the small circular checkbox below a quality button makes that button the one reverted to when the mouse is brought under a button, so you can select the checkbox for one quality, then move to the button for the other and pan up and down to toggle between the views.

Again, I'd like to suggest keeping this pixel-peeping in perspective. It's easy to let yourself get carried away to the point that you start to find fault where there's not, or finding importance in some minor fault that won't at all be apparent to your intended audience.

A Totally Different Example

Let's look at a photo with very different compression results. Here's an image of some reed shades hanging in front of the window of an old house near my place in Kyoto (the same window seen in this post from last year). It's a fairly boring shot, but I'd thought it might make for an interesting desktop background photo.

Nikon D700 + Voigtländer 125mm f/2.5 — ¹/400 sec, f/8, ISO 3200 — full exif & map — nearby photos
Reed Window Shades

This scene has a lot fine detail in the many thin reeds making up the window shades, so you'd be forgiven if your first instinct would be that this image would require high JPEG quality for acceptable results with all that detail, but it's just the opposite: there's almost no difference in appearance between the “Lightroom quality 0” setting and lossless (perfect quality) TIFF output, but the file size difference is remarkable: the TIFF, even when compressed (with lossless ZIP compression) is still more than 15 times larger, while an uncompressed 16-bit TIFF is more than 50 times larger(!)

Again, here are full-resolution “actual-pixel” crops...

lossless   0 ︙ 7 8 ︙ 15 16 ︙ 23 24 ︙ 30 31 ︙ 38 39 ︙ 46 47 ︙ 53 54 ︙ 61 62 ︙ 69 70 ︙ 76 77 ︙ 84 85 ︙ 92 93 ︙ 100

As you sweep the mouse over the buttons from left to right, the file size increases considerably as the “quality” goes up, especially in the last few steps where again the size explodes by leaps and bounds, but you really don't seem to get additional visual quality for the extra bytes. Overall, there really doesn't seem to be much difference at all over the entire range, from the the 174k-byte lowest-quality JPEG version to 1.4 megabytes for the highest-quality JPEG version, except perhaps some halos in the low-quality version near the vertical string lines tying the reeds together, but these are gone by the time you get to the next quality level.

Plenty of other differences make themselves known when quickly toggling between views, but in a static view they're mostly lost among the many details of the photo, and I suspect that when presented with the perfect version and the second-to-the-lowest quality version, only those with a trained eye would be able to pick which was which.

The difference from the first example is stunning, and relates to what visual changes human are sensitive to: we pick up on imperfections in a continuous tone much more readily than slight changes in varied detail. The JPEG compression algorithm is built around this difference, trying to preserve quality in these smooth gradient areas, but as well as it does, a photo like the sunset presents a daunting challenge.

The lack of detail in the sunset example is reflected in all versions by a drastically-decreased file size compared to the reed-shade example.... the sunset's smooth gradients compress well, so all quality levels compress much more than their highly-detailed counterparts in the reed-shade example: for the same size result, the lowest-quality versions come in at 34k and 174k respectively, while the highest-quality versions weigh in at 445k and 1.4 megabytes.

One thing I find interesting (but don't understand) is that in the first example, the difference in file size between the 47〜53 quality and 54〜61 quality is considerable (49k to 66k bytes), while in the second example, the the same two levels of quality produces essentially the same file size. There seems to be some kind of switch in compression algorithm once Lightroom is at a quality setting of 54 or above that puts the emphasis on encoding the easily-discernible smooth gradients of the sunset example, and if they are lacking in the image, as with the reed-window-shade example, the attempt at extra quality fails, and the file size does not increase. That's my guess, but it's just a guess.

Let's look at an example mixed with lots of detail and various areas of smoothness...

Nikon D700 + Voigtländer 125mm f/2.5 — ¹/400 sec, f/8, ISO 5000 — full exif & map — nearby photos
Messy Dandelion
from the outing that produced this post in May

lossless   0 ︙ 7 8 ︙ 15 16 ︙ 23 24 ︙ 30 31 ︙ 38 39 ︙ 46 47 ︙ 53 54 ︙ 61 62 ︙ 69 70 ︙ 76 77 ︙ 84 85 ︙ 92 93 ︙ 100

The areas of fine detail seem to firm up at about the 39〜46 quality level, and the areas of smoothness seem fine there too, but the pixel-peeper in me might want to bump up the quality setting a few levels so that quick toggling reveals less fluctuation in the background.

Five more examples follow, of various types, for your pixel-peeping, compression-understanding enjoyment...

Nikon D700 + Nikkor 14-24mm f/2.8 @ 14 mm — ¹/4000 sec, f/5.6, ISO 200 — full exif & map — nearby photos
Uber Challenging
detailed lines and smooth gradients, from this post on the longest suspension bridge in the world

lossless   0 ︙ 7 8 ︙ 15 16 ︙ 23 24 ︙ 30 31 ︙ 38 39 ︙ 46 47 ︙ 53 54 ︙ 61 62 ︙ 69 70 ︙ 76 77 ︙ 84 85 ︙ 92 93 ︙ 100

Nikon D700 + Nikkor 24-70mm f/2.8 @ 70 mm — ¹/320 sec, f/9, ISO 200 — full exif & map — nearby photos
Boring, but Common
from our room when we stayed at the Westin on Awaji Island

lossless   0 ︙ 7 8 ︙ 15 16 ︙ 23 24 ︙ 30 31 ︙ 38 39 ︙ 46 47 ︙ 53 54 ︙ 61 62 ︙ 69 70 ︙ 76 77 ︙ 84 85 ︙ 92 93 ︙ 100

Nikon D700 + Sigma “Bigma” 50-500mm OS @ 500 mm — ¹/8000 sec, f/6.3, ISO 200 — full exif & map — nearby photos
Lots of Nondescript Detail
a darker version of this photo

lossless   0 ︙ 7 8 ︙ 15 16 ︙ 23 24 ︙ 30 31 ︙ 38 39 ︙ 46 47 ︙ 53 54 ︙ 61 62 ︙ 69 70 ︙ 76 77 ︙ 84 85 ︙ 92 93 ︙ 100

Nikon D700 + Voigtländer 125mm f/2.5 — ¹/160 sec, f/8, ISO 5000 — full exif & map — nearby photos
Dandelion Seed and Moss
the same scene as this photo, but at f/8 instead of f/2.5

lossless   0 ︙ 7 8 ︙ 15 16 ︙ 23 24 ︙ 30 31 ︙ 38 39 ︙ 46 47 ︙ 53 54 ︙ 61 62 ︙ 69 70 ︙ 76 77 ︙ 84 85 ︙ 92 93 ︙ 100

Nikon D700 + Voigtländer 125mm f/2.5 — ¹/320 sec, f/8, ISO 5000 — full exif & map — nearby photos
Old Wooden Siding
Right next to the reed-shaded window of the second example photo

lossless   0 ︙ 7 8 ︙ 15 16 ︙ 23 24 ︙ 30 31 ︙ 38 39 ︙ 46 47 ︙ 53 54 ︙ 61 62 ︙ 69 70 ︙ 76 77 ︙ 84 85 ︙ 92 93 ︙ 100

Conclusions

First of all, you can't directly compare Lightroom's JPEG quality settings with any other application. The settings may well map directly to Photoshop's save-as-JPEG 0〜12 scale, and they may well partially map to Photoshop's “Save for the Web” settings, but all bets are off when it comes to the JPEG quality setting on non-Adobe applications. They're just totally unrelated to how Adobe does it. (I should make it clear that the difference is neither good nor bad; I've presented nothing here about how any other application creates JPEGs, so there are no conclusions to draw about which might be better or worse than Lightroom; the important point is to recognize that the scales, even if sharing the same “0〜100” labels, are absolutely completely unrelated.)

The Lightroom default JPEG export quality of 75, falling in the 70〜76 range, seems to provide for as good a visible result as the highest quality setting for all the samples except for the bridge, which seems to suffer at least slight posterization banding at all levels, including even “lossless TIFF”. The file size, even at this relatively high 70〜76 setting, is still about one third that of the 93〜100 setting, so is well worth it in most situations. Those who blindly use the maximum setting for their exports likely waste a lot of local disk space, upload bandwidth, and remote storage space. But conversely, those who blindly use some lesser setting risk posterization in the occasional photo with an unlucky sky gradient.

Overall, my recommendation is to understand the situation, allowing you to avoid acting blindly.

About These Examples

To produce these examples, I used a plugin for Adobe Lightroom to export each photo at Lightroom's 13 different JPEG quality settings, and also as a losslessly-compressed TIFF, at a reduced size of 1518×1010 (down from my Nikon D700's native raw resolution of 4256×2832),^* with medium screen sharpening and minimum embedded metadata. These are the versions used for the file-size graphs.

These image files have some extra stuff added by Lightroom — a few metadata items, an embedded thumbnail image, and an embedded sRGB color profile — that is the same regardless of the quality setting, so one school of thought would have me remove them before creating the file-size graphs, to isolate just the quality-related differences among the files. However, I thought it best to leave them there to keep these examples realistic, since since Lightroom will leave them there you export.

The crops you actually see in this post were exported similarly, then converted to losslessly-compressed PNG images for the presentation on this web page.

(Presenting the compressed JPEGs directly would have been problematic because a common browser, Firefox, does not handle display of JPEGs very well, sometimes introducing horrible posterization that does not actually exist in the image.)

This kind of reduced-size test is appropriate for many cases, but less so when you are considering exporting JPEGs for archive, or large JPEGs for print. To address this area, I've created the same eight samples as above, but without any image-size reduction, and without any additional export sharpening. This current web page is already a bit heavy, image wise, so I've placed the full-resolution images on a separate page, here.

Additional Resources

• JPEG Export Quality Tester plugin for Lightroom

  I created a plugin to quickly generate JPEG copies at all quality settings, my JPEG Export Quality Tester Lightroom Plugin. You can use it for your own testing. It's one of the 20+ wide-ranging Lightroom plugins I've published on my Lightroom Goodies page.

• Full-Resolution Examples

  As I wrote in About These Examples above, I have created full-native-resolution copies of all these tests. They are available here: Lightroom JPEG Export-Quality Settings, Full-Resolution Examples.

• Lots of Lightroom Goodies

  I've got 20+ plugins for Lightroom, as well as other writeups and tools, on my Lightroom Goodies page.

• Other Digital-Image / Photography Tech Writeups

  All kinds of stuff at my Photography Tech page.

Thanks

Thanks to Adobe for making a wonderful photo-workflow program, Marc Liyanage for his CoreImageTool command that allowed me to automate the post-Lightroom conversion to PNG for the 224 sample-crop images, Google for their very useful Chart API that generates and serves the filesize-graph images on the fly, and to the hundreds of people in my mail/comment queue that I have not responded to in the last few days, for your patience as I yet again let myself get sucked into another damn-fool project of my own devise.