Baidu Apollo Go & Pony.ai: What You Need To Know about Autonomous Taxis?

In China’s mega-cities, the future of transportation is arriving fast. Robotaxis, once just a concept, are now a daily reality on the streets of Beijing and Shanghai. At the center of this transformation are Baidu’s Apollo Go and Pony.ai, two of the country’s leading autonomous driving companies. Their progress offers a glimpse into how self-driving technology can change urban mobility at scale.

Baidu Apollo Go & Pony.ai: What You Need To Know about Autonomous Taxis?

Why Robotaxis Matter in China?

China’s urban challenges are enormous: dense populations, chronic congestion, and high demand for affordable mobility. Robotaxis promise to improve efficiency, reduce emissions, and expand access to transportation. Unlike privately owned autonomous cars, robotaxis are designed for shared use, maximizing each vehicle’s time on the road while feeding valuable driving data back into AI systems.

The Chinese government also sees autonomous driving as a strategic pillar for smart city development and AI leadership. With strong policy backing, major cities like Beijing and Shanghai have become living laboratories for robotaxi deployment.

Baidu Apollo Go: Expanding Step by Step

Baidu launched Apollo Go in 2019, and it has since become China’s largest robotaxi service, completing over 11 million rides across multiple cities. In Beijing, Apollo reached a milestone in 2024 when regulators allowed its cars to operate 24/7 robotaxi service on highways, even connecting the city center to Daxing Airport.

The fleet runs on Baidu’s Apollo RT6, a purpose-built robotaxi designed to reduce costs and improve safety with advanced redundancy systems. The vehicles rely on a “vision-first” approach, supported by sensors like LiDAR for extra assurance.

Apollo’s strategy is gradual but wide-reaching. While Beijing is a flagship, the largest fleet now operates in Wuhan, and Baidu is already preparing international trials in Southeast Asia and Australia. This careful rollout builds scale while keeping regulators and the public on board.

Not everything has gone smoothly. In 2025, a Baidu robotaxi in Chongqing fell into a construction pit with a passenger inside. Thankfully no one was injured, but the incident raised questions about safety and the limits of current mapping systems. It highlighted that public trust in autonomous driving is fragile and must be earned with every ride.

Pony.ai: Fully Driverless in Shanghai

Pony.ai has taken a bolder route. It is one of the first companies in China to receive permits for fully driverless commercial operations, meaning no safety driver inside. In Shanghai’s Pudong district, Pony launched paid robotaxi rides near the bustling Lujiazui financial zone, making it the only company licensed to run driverless robotaxis in all four tier-one cities: Beijing, Shanghai, Guangzhou, and Shenzhen.

Pony is also focused on scaling up production. Its Gen-7 robotaxi platform is being mass-produced, with plans to deploy over 1,000 units across major cities. Backed by partnerships with automakers like Toyota, Pony.ai hopes to lower hardware costs and build a path toward profitability.

The company’s vision is ambitious: over the next few years, Pony aims to operate tens of thousands of robotaxis, betting that early leadership in driverless operations will translate into both cost efficiency and market dominance.

Comparing Strategies

Apollo Go and Pony.ai share the same ultimate goal but are approaching it differently.

Baidu is emphasizing reliability, regulatory confidence, and multi-city expansion. Its Beijing operations, including airport runs and highway integration, show maturity and scale. Pony.ai, meanwhile, is pushing harder into fully driverless service in Shanghai, targeting cost savings and public visibility by proving that rides without drivers can work in dense, high-demand zones.

Apollo’s cautious expansion may help it avoid reputational risks, while Pony’s aggressive push could allow it to achieve profitability sooner if its technology delivers consistently. Both companies understand, however, that robotaxi success requires more than driving ability. Fleet management, maintenance, charging, and integration with city mobility systems are equally critical.

Challenges on the Road

Safety is the most pressing challenge. High-profile incidents, like Baidu’s mishap in Chongqing, can quickly shake public confidence. Every unusual road condition—construction zones, weather disruptions, unpredictable pedestrians—tests the system’s resilience.

Regulation is another hurdle. Rules vary city by city, from where robotaxis can operate to whether passengers must sit in designated seats. For companies that want national coverage, this patchwork creates complexity.

Public perception is also mixed. Surveys show many riders are curious and willing to try robotaxis, but concerns remain about job losses for drivers, data privacy, and reliability. Sentiment on Chinese social media often flips between fascination and skepticism.

Finally, costs must come down. High-end sensors and computing hardware make robotaxis expensive to build. Baidu and Pony are racing to design vehicles that are affordable enough to deploy at scale while still meeting safety standards.

What It Means for Riders and Cities?

For everyday passengers in Beijing and Shanghai, robotaxis are becoming a practical alternative to human-driven cabs. Booking is as simple as opening an app, and fares are often competitive. In Beijing, round-the-clock availability and airport routes make the service especially useful.

For cities, these fleets provide a testbed for smarter transport networks. If managed well, robotaxis could reduce traffic pressure, cut emissions, and integrate seamlessly with public transit. In a country prioritizing electrification and AI infrastructure, the fit is clear.

Looking Ahead

The next five years will be decisive. Success will depend on whether robotaxis can expand beyond controlled pilot zones, win consistent public trust, and operate profitably. Baidu’s global ambitions suggest it sees Apollo Go as a worldwide platform, while Pony.ai’s aggressive Shanghai rollout shows confidence in achieving driverless maturity sooner.

China is now leading the world in robotaxi deployment. For Beijing and Shanghai residents, the sight of a car driving itself is no longer science fiction—it’s just another way to get around town. As Baidu and Pony scale up, the rest of the world will be watching closely to see how China’s streets are shaping the future of urban mobility.