Alphabet’s Waymo is setting the benchmark on robotaxi safety, but Tesla may still be able to narrow the gap

Robotaxis are still a work in progress, but Wall Street is already trying to map the endgame. In a market note referenced by Yahoo Finance, Goldman Sachs Research estimated that the global robotaxi market could reach about 415 billion dollars by 2035, driven in part by rising safety and stronger customer demand.

The analysis frames “safety” not just as an engineering milestone, but as a market requirement. As robotaxi operators and would-be entrants accumulate safety records, regulators and consumers can become more comfortable with wider deployment. In that view, improved safety performance helps unlock new routes, more hours of operation, and ultimately greater revenue visibility.

Goldman Sachs also links the market outlook to demand. As robotaxis become a more credible substitute for rides booked via traditional services, adoption can grow from early pilots to more commercial-scale fleets. The note suggests that the companies able to convert proof-of-safety into real customer demand may capture a disproportionate share of the market as it expands.

Against that backdrop, the comparison between Alphabet’s Waymo and Tesla is less about who is “first” and more about who is closest to the safety-and-demand threshold required for scale. Yahoo’s write-up characterizes Waymo as leading on safety, which, if sustained, can reinforce confidence among riders and stakeholders that the vehicles can operate reliably in public conditions.

Tesla, in contrast, is portrayed as having the potential to close the robotaxi gap, even if it is not currently viewed as the safety benchmark leader. The same Goldman analysis cited in the report implies that progress on safety records and customer traction could allow Tesla to catch up as market conditions tighten around verifiable performance rather than only technological promise.

For Tesla, the strategic challenge is that robotaxis are not a single product release. They require a durable operating model: ongoing validation of real-world driving behavior, incident handling and continuous improvement, and a business case that can scale beyond limited geographies or controlled scenarios. In markets, those capabilities are often valued less as a headline feature and more as a measurable track record.

What is still unclear from the Yahoo Finance report is the size of the safety gap between Waymo and other contenders, including Tesla, and what specific milestones would define “closing the gap.” The note referenced by Yahoo also does not provide detailed assumptions behind the 415 billion dollar 2035 figure in the excerpted framing, leaving investors to infer what proportion depends on regulatory approvals, fleet economics, and adoption curves.

In the near term, investors and customers are likely to focus on whether robotaxi operators can post consistent safety outcomes and whether that translates into expanding use. The next indicates to watch, beyond headline market-size forecasts, are updates that demonstrate real-world safety performance, indications of demand durability, and evidence that these services can scale in a way that supports sustainable unit economics.