Historically, SOTY typically favored quantity over quality. You're better off winning if you have tons of clips in the tour videos on the site and coverage in the mag than having a single awesome part and not much else that year. They have to be top of mind in all the media that gets forgotten throughout the year.
It makes it harder to justify why someone won after the fact, but that's the pattern I've seen over the past 20 years.