Sure transformers are important but just as important are quality chokes,
and internal parts like quality capacitors,resistors, wiring,connectors even tube sockets Teflon copper are the best , and many other things.
unscrew the bottom let’s see what’s inside , I have had upgrades to tube gear many times ,most use cheap parts unless spending well over $5 k
I don’t see any mention of the cost ?