based on my personal practice and observation, the better are your amplifier and speakers, the better they do their job and these differences somehow diminish.
Or one can interpret your observation a little bit differently. In that, upgrading your speakers AND amps yield much better, impactful, unmistakably audible, results than upgrading your streamer alone. Interpretation which I fully agree.