Your findings aren’t that surprising to me. I do believe that the often stated need for reasonable amplifier “headroom “ is logical but can be overstated. I find myself generally in the same camp as @carlsbad2 . If possible borrow a high quality modest power rated amplifier (Tube or transistor) and compare with your current amplifiers. Could be a case of quality amplifier wins out versus the quantity of available/stated watts.
Charles