I know I've been frustrated with all of the GotYs and other awards for the past ten years as well. They need to organize one official ceremony like the Academy Awards for games so that there's a panel of legitimate critics without any industry pressure and a official Game of the Year, instead of a different one on every other site and award ceremony.
And please god don't let it be the Spike Awards. I think an entirely new award ceremony would be best.