The real savings.
For the driver — the person whose car this is — the comparison that matters is to what they would be paying to drive alone. Every mile driven with a rider aboard is a mile of that cost coming back. The miles driven alone stay the driver's own: the leg out to the first pickup, the tail after the last drop-off, and any other miles driven with nobody aboard.
That is also why the amount moves. A driver recovering the cost of a commute they were already making recovers more of it when more people share it, and less when someone cancels. What never moves is the ceiling: a reimbursement can never exceed the cost of the miles actually driven.
Oh, and you'll probably get to work faster.