It really depends on the mood of the city. Compared with Ben, some ride-hailing drivers have fared worse when it comes to tips. A 2019 analysis of over 40 million Uber rides found that roughly 16% of rides were tipped, 60% of riders never tipped, and that only 1% of riders tipped every trip.