Stats have always been used. The whole Hall Of Fame entrance exam is a stat-fest.
But stats cannot overrule what the eye can see. For example, even though Nomar made only one error in July 2004, everyone knew he couldn't field the position anymore just by watching him.
Stats help analyze the game, but they aren't the game.