not sure you clearly understand the need to use a SUT.
Moving Coil cartridges are different technology than Moving Magnet. MC, the small lightweight coil moves (rather than the heavy magnet moving). Allowing a refined and more accurate signal fidelity (or so most believe to be true).
Lightweight moving coil makes a weaker signal strength. That low signal needs to be MAGNIFIED (not enhanced), just boosted in strength enough to be essentially as strong as a MM cartridge’s strength.
At MM strength, the/any phono signal needs to be ’equalized’ by the industry standard RIAA curve. That is what a ’PHONO STAGE’ does. Phono stage can be a dedicated phono input in a preamp or built into a separate Phono Stage.
Once ’equalized’, it is equal to any LINE level input, i.e. AUX, line 1,2,3 ...
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SUTs, MC cartridge (step up transformers), need no power, their internal transformers have alternate windings that modify/boost (but not enhance) the signal strength simply by the specific design of the transformer.
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Voltage Transformers are very different. i.e. My Japanese Turntable is designed to run on Japanese standard voltage of 100 volts. I need a STEP DOWN transformer, that converts my USA 110/120 volt down to 100 volts, and I plug my 100 volt TT into it. Those are powered devices.
Step Down transformers exist also. They alter Voltage.