Did you play at high volume when you did those subjective listening tests?
Your Wharfedale EVO 4.2 has 87 dB sensitivity according to the manufacturer. In reality, maybe an average of around 85 dB. That's based on what the manufacturer states vs what the test results show. In Wharfedale's case, they seem to be a few dB lower than stated. Check for example and compare the specs and test results for Wharfedale Diamond 220, Wharfedale EVO 4.1 and Wharfedale Linton 85th Heritage.
What does this matter? A few dB lower sensitivity than what the manufacturer states, so what. Normally it doesn't matter much BUT your
Sansui AU-505 has 12 watts of power. IF you hear any difference between your amps when you listen, it may be because your Sansui AU-505 is driven into clipping, if you turn the volume up a bit with, say, a pair of 85 dB sensitive speakers. And an amp driven into clipping, you can hear that when it happens.
So that could be what makes you hear a difference between your amps.
Your Yamaha wxa 50 is specified at 55 W into 8 Ohms.