To answer the OP's question re: what does the SUT do to the sound quality...
For what it's worth,I have several phono stages and several active step up devices/ SUTs and generally, the SUTs are quieter and more open (when properly matched etc...)
I currently run a Sunvalley Audio SV-EQ1616D phono stage and ZYX cartridge. The Sunvalley has a built in " FET head amplifier that adds another 25–32dB gain with fixed 50 ohm loading for use with low-output moving-coil cartridges". The MM stage is good, the FET is NO Match for a good SUT. (n.b. the proper load for the cart is +100 ohm). I am using a copper wound SUT in custom housing and sheilding. Best combo I've had since the 70's.