It's almost self evident. Does a car cost > 30k a year? Does gas? Just like software engineering, the biggest cost in the taxi game is labour.
Edit: Maybe I goofed, mattmcknight accurately points out that in many cities the taxi medallion is the most expensive part of the taxi equation. I'm not intimately familiar with Uber; do drivers still have to obtain medallions in their respective cities?
On the subject of medallions, last I heard that was a point of contention. Uber has been operating without them, and taxi companies don't like that. You play by the rules and pay a huge lump sum to be allowed to operate, and then some guy comes along and undercuts you because HE doesn't have to pay that lump sum? You wouldn't like that either.
Exactly. Uber is following the letter of the law, but the argument can be made (not unconvincingly I might add) that they really aren't following the spirit.
Note I am not criticizing Uber, as they clearly are obeying the law! But to some it looks like they are skirting it, benefiting from a loophole.
Many of the Uber cars are also luxury towncars, for which fuel, upkeep and maintenance can be a large cost. Especially if you consider how much they are driven in a given year.
Edit: Maybe I goofed, mattmcknight accurately points out that in many cities the taxi medallion is the most expensive part of the taxi equation. I'm not intimately familiar with Uber; do drivers still have to obtain medallions in their respective cities?