I think the real question is: would people that claim that OLED is such a massive upgrade still claim so if they went into the comparison blind?

I believe most of these comparisons are inherently biased, some sort of a placebo effect taking place - we know & expect the changes, so our minds make them more prominent than we would experience them naturally?