To me, the immediate giveaways of "cassette sound" (which, to even entertain the idea of trying to compare it to the full-range analog resolution of 1/4" R2R; even at 7 1/2ips, let alone 15!, is a patently absurd troll argument only punters would waste time attempting --- something they always seem to do in audio forums when, strangely, *R2R* topics come up???); however, those giveaways are:
The bass response of a cassette is all over the place like a fast and loose mushy mess.
There is always a "pinched"/compressed feeling to the upper midrange in the 4k region of cassette audio. Not even a (1/4") 3 3/4ips mass-duped Ampex R2R, circa 1969, sounds as dynamically "narrow" as that --- the 3 3/4 reel hissy as can be above 9k, yes, but not with that congested-ness in the upper-mid/lower treble.
I had both a Nak BX-300 and a Teac V-800X until the CDR era came in 1999 if I wanted a "portable" copy of something. The wow&flutter were never intrusive sounding on either of them, but a Philips CDR-770 made a more exacting copy of the source I was recording than the cassette ever did.