There is quite bit of confusion here. The format of the stream is irrelevant, because you are using the same stream in all three cases. However, you are using the analogue output of the three devices, and they each have a different inbuilt DAC. The snag is that by and large none of such devices have a decent DAC - the environment is just too noisy. See here for some measurements: http://archimago.blogspot.nl/search?q=laptop
Even a dirt cheap usb DAC like the Behringer UCA 202 will be a vast improvement. See e.g. http://nwavguy.blogspot.nl/2011/02/behringer-uca202-review.html
Even a dirt cheap usb DAC like the Behringer UCA 202 will be a vast improvement. See e.g. http://nwavguy.blogspot.nl/2011/02/behringer-uca202-review.html