Uber fees swing wildly despite nearly identical trips

Uber insurance – A new study finds Uber’s reported insurance and operational fees can range from $13.75 to $50 on trips that look almost the same—from driver to car, route, distance, and timing. The result challenges riders’ expectation that a similar trip should come with a s

The numbers don’t look like a pricing algorithm having a bad day. They look like something much harder to predict.

In a two-year review of 120 Uber Reserve trips completed by one driver between Ithaca. New York. and an airport in Syracuse. Len Sherman—an executive in residence and adjunct professor at Columbia Business School—found that Uber’s reported commercial auto insurance and operational charge varied sharply from ride to ride. Across the roughly 60-mile trips. the fee ranged from $13.75 to $50. even though Sherman said the trips were essentially identical in key ways.

Each ride was driven by the same driver in the same Tesla Model Y. Each followed essentially the same route along the freeway, covered nearly identical distances, and began and ended at similar locations.

“When you have identical trips by the same driver, the same car, and the same route in the same distance, there should not be a much higher variation in what you say your commercial insurance costs are,” Sherman told Business Insider.

An Uber spokesperson said the fee covers government-mandated insurance for rides. The spokesperson also said the fee can vary because of “multiple factors. including the trip’s origin city and distance. duration. time of day. and weather. ” and that it is included in the price riders see in the Uber app before requesting a ride.

The study’s standout point is not just the range—it’s how much higher the fee variation is than what riders might notice in the overall bill. Sherman said the insurance and operational fee variation was “twice as high as the variance in price, pay,” or the share of each fare that Uber keeps.

Uber has long emphasized that rider prices and driver earnings can change based on demand. But for Sherman, the puzzle is different: in this dataset, the trip risk picture should have been similar. Yet the reported commercial insurance and operations component moved anyway.

Uber says it relies on a mix of third-party insurance and self-insurance. setting aside cash to cover potential accidents or other claims in its ride-hailing business. Drivers can see how much Uber charges for insurance and operations for each ride by going into the details on a trip and in weekly earnings roundups.

In those breakdowns, Uber states that the insurance and operational fee is an estimate. It “does not reflect insurance expenses incurred on individual trips but goes toward overall insurance and operational expenses. ” according to screenshots of such roundups seen by Business Insider. Uber does not detail what counts as an operational expense.

The fees add up across the typical fare. Insurance accounts for one-fifth of the average ride-hailing fare on Uber and Lyft. according to a study released this week by Gridwise. a platform that helps gig workers track their earnings. Gridwise analyzed data from trips completed during the first quarter of 2026.

On average, about 21% of each rider’s fare goes toward insurance costs, while 53% goes to the driver and 15% goes to the app.

Gridwise also found that insurance costs for ride-hailing companies are falling in some parts of the US. In the Western US. Gridwise said. the amount of a fare that ride-hailing companies set aside for insurance fell nearly 21% between the first quarter of 2025 and the same period in 2026. The savings, Gridwise said, came after California reduced insurance requirements at the start of 2026.

Over the same period, ride-hailing companies raised platform fees and cut some rider prices, while raising driver pay by 1.2% on average, said Brandon Sellers, Gridwise’s vice president of marketing. Sellers said “Very, very, very little of that went to driver pay.”

The study leaves riders with a difficult question in plain sight: if the overall fare behaves one way, why does the insurance-and-operations slice behave so differently when the trip itself looks nearly the same?

Uber insurance fee operational fee Uber Reserve ride-hailing pricing commercial auto insurance Tesla Model Y Gridwise gig economy driver pay platform fees California insurance requirements