Nearly 60 percent of Uber riders never tip, about 1 percent always tip, and those who tip leave an average of $3, according to a new analysis of the company's rollout of in-app tipping in 2017. And if you loved those gratuity factoids, rest assured these are just the tip of the iceberg.