To be fair, with older solid state amps, people do speak of: "That transistor isn't made any more," or even "I can't get the schematic." An advantage of tubes from the standpoint of long term maintenance is that the designs themselves are relatively simple -- there maybe at most a half dozen truly unique design topologies -- and the design of the tubes themselves hasn't changed in decades.I don't think there is a reliability issue. But there IS a maintenance issue. No one speaks of "I need to get my weak transistors replaced" in my amp. But I do agree with reliability from a quality design/manufacturing/quality components standpoint.
I've played solid state since about 1980, and over that time frame, the greatest threat to my amps has been obsolescence, not maintenance. I'm sure my first solid state amp, a Peavey Centurion, is still chugging along somewhere, all 65 Watts of it. My latest round of amp purchases was driven by the "micro" revolution.