Accessibility, Performance
4-minute read

What is the best way, objectively, to reduce the file size of a JPG image for the web? Let’s get scientific today, and do some quantitative testing.

For the last decade or so, the standard for large images has been 1920px wide with medium lossy compression, usually weighing in at 300kb-400kb. That’s changing quickly. In a few years, everything will have a 4k or 8k display. When I switched to a 4k monitor, I immediately noticed that most images on the web are too small for these displays. In fact, finding a “sharp at 4k” image online is rare.

That said, is there a way to squeeze more mileage out of high-res images for the web? That’s what I wanted to find out, so I tested the two most common optimizations: Compression and Resizing.

Control group

To test so many images programmatically, I used Photoshop’s Image Processor. I’m honestly amazed that I have used Photoshop this long without knowing of it. The use cases are endless.


Resized to (px) 4096 1080 2880
Compression level Max None Heavy
Avg. file size (kb) 345 397 294
% of original 14% 16% 11%
Artifacting (at 4k) High None Low
Blurring (at 4k) None High Low

While it was easy to spot artifacting in heavily compressed photos with large swaths of color and gradients, most images did incredibly well. Even when JPG images were compressed into oblivion, their first-glance appearance held up remarkably well. Most looked exceptional. Aside from the Max Compression Group, every group was crisp and could even withstand some zoom in 4k before appearing distorted.


1. Compression and resizing affect file size to a similar extent

Resizing images to 1080px (~25% of their original size) resulted in an 84% smaller file size. This was very close to the resulting 86% reduction in size from compression. This means that 4k images are easy to serve at no increase in size if you’re willing to accept some artifact noise.

2. Compromise is still better if you can afford it

If you’re able, find a combination of resizing compression that best suits your needs. If you have to choose between the two, compression will give you more bang for your buck. This assumes the image is large enough to begin with.

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