I think people feel differently about Uber's situation because unlike a grocery cashier who must spend extra time assisting a slower customer, an Uber driver isn't getting paid in the meantime.
Uber is a marketplace not an employer. They're like an Ebay but for car rides. Does Ebay owe you money if you wasted your time listing an item that didn't sell?