The fact is Ive had quite a lot of digital sources at one time or another, ranging from simple off-the-shelf desktop PCs, through cheap (Sonos Connect) and expensive (Naim NDX) streamers, to a variety of CDPs (I think the most expensive I had was a Copland: cant remember the model number). I couldnt tell you exactly which was here when.
The only one that Ive actually thought at the time was not optimal was the basic Sonos Connect, and that (I felt) was due to the power supply, though I think it quite unlikely Id have been able to identify it in a blind ABX.
The most interesting tests Ive done at home have involved different ways of feeding a Devialet (wireless, optical and coax SPDIF, Ethernet). Some people say the differences between these are crass, e.g. because the wireless feed excludes any noise. Ive not found that to be the case.