keep in mind the sound quality differences between streaming using a native streamer app, Roon, or Qobuz / Tidal Connect. Each streamer in your list may give you multiple different sonic signatures just by changing the streaming method.
I don’t know about Roon since I don’t use it. But between the native app and QC (for example), I don’t hear any tonal shift. Did you?
What I do hear, as noted previously, is that QC sounds a bit better to my ears than all the native apps for all brands of streamers I own, except Volumio. I’m kind of hoping someone has a good explanation for it. The internal signal processing of different apps seems to make a difference.

