Uber and Lyft use AI-driven pricing causing 50% fare disparities and fake discounts
A Consumer Reports investigation found that Uber and Lyft use AI-driven pricing algorithms that charge different prices for identical rides booked at nearly the same time, with median fare differences of 50% and price variations up to 152% for the same route. The investigation also reported that approximately 11% of discounts appeared to be based on inflated base prices, creating fake discounts that masked higher underlying costs.
What happened
A Consumer Reports investigation in March and April 2026 tested ride-hailing fares across 17 states by having volunteers book identical rides at nearly the same time. The median price difference between the lowest and highest fares for the same journey was 50%, with one New York City route showing a 152% price spread.
Nearly 11% of discounts offered by Uber and Lyft were reportedly based on artificially inflated prices, creating fake discounts that made customers believe they were receiving deals when the base prices had been raised above standard fares. Both companies denied using fake or fictitious pricing.
Reported impact
Consumers reported paying significantly different prices for identical rides depending on when they booked and which app they used. For one route from Studio City to Balboa Pier, a rider could pay nearly $60 less on Lyft than on Uber.
Index analysis
Uber and Lyft use black-box, AI-driven pricing tactics that adjust prices nearly every second based on supply and demand. Uber argued it is impossible to ensure volunteers placed orders at the exact same time, while Lyft suggested prices might have been artificially inflated by the volume of simultaneous test orders.
Classification
Sources and evidence
This record was researched and written by the Index, based on the following original reporting.