Comparing Imagick a PHP image plugin JPG image file compression from 1 (lowest) through to 100.
The original image was 1MB and the code used to do this test was:
<?php
foreach (range(1, 100) as $i) {
$im = new Imagick();
$im->readImage("ogimage.jpg");
$im->setImageCompression(Imagick::COMPRESSION_JPEG);
$im->setImageCompressionQuality($i);
$im->setImageFormat("jpg");
$im->stripImage();
$im->writeImage("output/$i.jpg");
$im->destroy();
echo "$i is done<br>";
}The compressed file sizes:

Quality 64 is actually when the file size starts to drop, whilst 77 through to 100 add-on size. Quality 1 through to 20 has discoloration and obvious pixels.
The original image:
Quality 64

Quality 50

Quality 30

Quality 20

Quality 1

