Platform Earnings Transparency & Driver Economics

A California test reportedly found Uber and Lyft offering different pay for identical rides, while field reports show large gaps between gross payouts and usable income after vehicle costs, taxes, waiting time, and downtime. DoorDash's reported $131.5 million New York settlement and continued disputes over active-hour versus logged-in pay show why advertised earnings cannot be treated as effective hourly income. IRS self-employment guidance further highlights reporting, expense tracking, and estimated-tax obligations.