The "analogue media" I used and enjoyed for some years way back were copies of master tapes. They were GOOD!!!!
Sadly, much "domestic" analogue recording doesn't come close and although I admit that when the recordings are fresh, decent cassette has a wide frequency response out to the lower 20Kz region, a few years and a few plays will soon sort that out and shave off the quietest bits.
Perhaps I shouldn't have posted, I forget that I was doing this 35 years ago and have moved on, whereas some of you are discovering these things for the first time. I've been lucky enough to have heard good digital and it suits me fine. It's the antics of recording and mastering engineers that's the problem
P.S. I've just read the above and must apologise for my Aspergic "black and white" reply ("we" don't *all* like steam-trains you know.......
). Vintage tape decks are great fun and if I still had my master copies (they went to the friend who bought my high speed IEC Revox B77 II) I'd probably be looking for another Revox or the good-n-blingy Technics 1500.
As for cassette, which was the original subject, I still feel the medium is too unstable and easily damaged, but there's no denying recordings off metal tape can be great and I still have a box full of cassettes somewhere.