小马智行折价IPO押注无人驾驶规模化，2026年首次达成GAAP盈利

做的是什么生意

A Chinese autonomous-driving company running fare-charging driverless robotaxis in China and, via partnerships, Europe and the Middle East, plus a robotruck business and licensing to automakers.

启动资金：Series D 2022 at an $8.5B valuation with Toyota participation; $260M Nasdaq IPO plus ~$153M in private placements (November 2024)

起因

Founded in 2016 (per company IR), Pony.ai bet that a startup could build L4 autonomy and commercialize it through robotaxi services rather than waiting to sell to automakers. By 2022 it had raised through a Series D at an $8.5B valuation with Toyota participation, operating robotaxis and robotrucks in Chinese cities.

经过

In November 2024 Pony.ai listed on Nasdaq at $13 per ADS — well below its $8.5B private peak — after cutting its IPO target from $425M to $224M. The deal raised $260M plus ~$153M in private placements and the stock opened 15% higher at a $5.25B valuation. At the time it charged fares in Beijing, Guangzhou, Shenzhen and Shanghai and was fully driverless in three cities. Through 2025 it expanded paid driverless operations, and by Q4 2025 reported its first GAAP net profit with robotaxi revenue up 160% year-on-year to $6.7M, plus positive unit economics in Guangzhou (Nov 2025) and Shenzhen (Mar 2026).

结果

Still scaling: as of August 2026 Pony.ai had expanded its Uber collaboration to 2,000+ robotaxis across five European cities, launched services in Singapore, Qatar and the UAE, and targeted 3,000+ vehicles and 20+ cities by the end of 2026.

可借鉴之处

当获取资本比估值更重要时，折价IPO可能是正确的选择：小马智行以低于私募估值的价格上市，证明了无人驾驶的经济性，然后通过与Uber和丰田的合作实现了复利增长。