First, the rules:
Searches were performed in Google's famed and unbiased "Incognito Mode."
The search term was always "The Best (Sport) Player." In the case that the sport tends to use a specific word for a player (Swimmer, Boxer, etc.) that word is used instead of (Sport) Player.
The first image of the results was selected.
Here's what happened: