Is anybody doing GaN power supplies for desktops? The premium market might be interesting.
In the data center, where power (and cooling) are the only significant OpEx, GaN point-of-load conversion is everywhere. Common as a rack distributed 48V to 12V bus or direct to processor Vdd (2% duty cycle is feasible with GaN thanks to fast on/off times). There was a while where GaN was used as part of the power factor correction for AC to DC in the server power supply, back when passing 400VAC or 800VAC bus around made sense. I think these days it's mostly back to DC buses, and AC-to-DC is all happening farther back, in part because of widespread solar deployments and trying to avoid DC->AC->DC double conversion losses when possible. So maybe GaN gets use on active secondary rectifier in the bus -> 48V now too.
Of course, given that ATX power supply vendors produce a standard-sized product, and they're limited to the ~1600W that Americans can draw from their 110v sockets, the GaN products are neither smaller nor higher power (though they might run a bit cooler or more efficiently).
At the component level, the focus is often on the sourcing and tolerances of the capacitors, which are used to clean up transients (very important) and power flow correction, among other things. I think the next most important components are the AC/DC conversion and the voltage transformers. Specifically for higher wattage PSUs vs lower wattage PSUs, the major difference is the amperage along the 12V rail.
A rough chain is: Outlet -> transient clean up circuit -> AC-to-DC conversion -> power factor correction -> PWM circuit (pseudo DC-to-AC) -> 3.3V/5V/12V transformers -> AC-to-DC conversion -> power delivery circuit (separate for 12V/5V/3.3V) -> power to components. The biggest difference between the wattages (if you keep the design fixed) would likely be in the power delivery circuit