But I don't know the most important fact, which is whether the musical snobs of the day identified [Wellington's Victory] as bad.

They did indeed. In fact, the snobbiest musician of that time was Beethoven himself, who responded to critics of the piece as follows:

"What I shit is better than anything you could ever think up!"