Not just that, unless you are eating them blindfolded or using food dye or in a more complex dish, a preference was shown to exist for pasture raised eggs. Visual stimuli is still part of the eating process and influences taste, it should not be ignored.
https://www.seriouseats.com/what-are-the-best-eggs