How does this work, is he reporting compressed or uncompressed sizes of data? text/css/js compresses really well for transmission, images do not. User-defined

How does this work, is he reporting compressed or uncompressed sizes of data? text/css/js compresses really well for transmission, images do not. User-defined image backgrounds can also be up to 800k-ish for twitter too right?