See "Why not use graphs / frequency analysis to compare codecs?" https://wiki.hydrogenaud.io/index.php?title=FAQ#:~:text=Why%... "I decided that analysis should focus on the higher, more conventional rates – 48k and 44k1" - opus is always 48khz, so that doesn't mean much.
This. Your ears are not an oscilloscope. Lossy audio codecs are designed to exploit two major weaknesses in human hearing: 1. Poor sensitivity in bass and treble. See: https://en.wikipedia.org/wiki/Equal-loudness_contour 2. Limited ability to hear multiple sounds simultaneously, or almost simultaneously. See: https://en.wikipedia.org/wiki/Auditory_masking Bernhard Seeber has some videos on Youtube with demonstrations…
And who are therefore forced to hear terrible audio because the compression method only considers the majority.