Popularity is just a sales chart with a trophy. GOTY should celebrate the games that push the medium forward, not the ones that already won by selling millions.
Yeah sales chase trends while real innovation risks new ideas that redefine what's possible. Without those experiments the medium stays stuck recycling the same hits.