Sorry for missing out this micro detail.Wow!
Did the chain allow Apple Music lossless (ALAC). Or were you listening to it in AAC (compressed)?
Amazon Music was played through Wiim Pro Amazon Music Native app
Spotify and Apple music were played though cast/airplay. I will let @MaSh to confirm.
Some Songs we compared were back to back with interval of 4-5 sec.
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