Robotaxi vs Uber: Bay area fare gap continues to shrink
Comparative data on the cost of robotaxi rides versus human-driven ride-hailing services collected in the San Francisco region shows a steadily narrowing price gap. While Waymo robotaxi rides remain more expensive on average than comparable trips with Uber or Lyft, Tesla’s entry into the market promises to reshape pricing dynamics.
According to the latest data from Obi, which simulated more than 94,000 ride requests across the San Francisco Bay Area between November 27 and January 1, Waymo rides averaged $19.69. Uber rides were slightly cheaper at $17.47, while Lyft rides averaged $15.47 over the same period.
In June 2025, when Obi published its first report analyzing robotaxi and ride-hailing data for April, average fares stood at $20.43 for Waymo, $15.58 for Uber, and $14.44 for Lyft. Compared with those figures, Waymo’s average prices fell by 3.62% in less than a year, while Uber’s fares rose by 12% and Lyft’s by 7%.
Obi CEO Ashwini Anburajan says the trend is worth watching. While last April’s data suggested customers were willing to pay a premium for Waymo rides, “the novelty for Bay Area residents is wearing off.”
“This likely means Waymo will need to continue pricing its services more competitively,” Anburajan said.
An unexpected factor in Obi’s latest report is the inclusion of data on Tesla’s rapidly evolving robotaxi service, which appears to be significantly cheaper than the other three options—though with important caveats.
Tesla currently lacks the permits required to operate a commercial fully autonomous robotaxi service in California, as well as authorization to function as a transportation network company like Uber or Lyft. Instead, Tesla operates under a charter-party carrier permit from the California Public Utilities Commission, meaning company employees drive vehicles equipped with Full Self-Driving software.
Tesla’s Bay Area fleet also remains small. Data collected via the crowdsourced Robotaxi Tracker site identified roughly 168 Tesla vehicles in the fleet, though not all are active at all times. Due to its limited fleet size, Tesla recorded the longest average wait time among the four services surveyed—15.32 minutes, compared with 5.74 minutes for Waymo, 5.14 minutes for Lyft, and 3.15 minutes for Uber.
Market analysis reveals unexpected opportunities
These factors—fleet size, number of drivers, and wait times—may all influence Tesla’s pricing strategy. However, if Tesla succeeds in scaling its robotaxi service, which relies exclusively on camera-based data, the company could theoretically offer lower fares than competitors such as Waymo, which integrates autonomous software into heavily modified vehicles equipped with multiple sensor types.
“At this stage, it’s not a fully autonomous vehicle. There is a safety operator behind the wheel,” Anburajan said. “They are building brand recognition and brand preference among people who already like Tesla and those inclined to like Tesla.”
In her view, Tesla currently has greater potential as a ride-hailing service rather than a true robotaxi operator.
Alongside ride-request simulations in the Bay Area, Obi surveyed 2,000 respondents across California, Nevada, Arizona, and Texas on robotaxi and ride-hailing services. More than half of respondents who had used an autonomous vehicle said they had ridden in a Tesla robotaxi. When asked which autonomous vehicle brand they preferred most, 31% selected Tesla.
Waymo, however, remains the most preferred brand overall, with 39.8% of respondents choosing Alphabet’s subsidiary. Since Tesla has yet to launch a large-scale commercial robotaxi service, the data suggests an increasingly compelling competitive landscape may emerge between the two brands in the future.
As we wrote, Tesla stock falls 2.5% as company drops Autopilot in U.S. and Canada
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