Pony AI Launches Next-Gen Autonomous Driving Controller
Pony AI (PONY) announced its new generation autonomous driving domain controller, a compute system designed for both Pony.ai's L4 autonomous driving platform and a set of customer applications across autonomous mobility. Developed in collaboration with Nvidia (NVDA), the new controller is built on the Nvidia Drive Hyperion platform and powered by Nvidia Drive AGX Thor with Nvidia NVLink, supporting Pony.ai's next phase of commercialization in robotaxis and its growing domain controller business.
Trade with 70% Backtested Accuracy
Analyst Views on PONY
About PONY
About the author

- Technological Innovation: Pony AI has unveiled a next-generation autonomous driving domain controller built on the Nvidia Drive Hyperion platform, utilizing Drive AGX Thor and NVLink, aimed at supporting L4 robotaxis and broader autonomous mobility applications, marking a significant advancement in the company's autonomous driving technology.
- Performance Enhancement: The new system delivers significant gains in AI computing performance and energy efficiency, meeting core L4 requirements such as multi-sensor fusion, full-scenario perception, and high-complexity scenario understanding, thereby enhancing Pony AI's competitiveness in the autonomous driving sector.
- Wide Applicability: Pony AI expects the new platform to support a portfolio spanning multiple compute tiers and cooling solutions, enabling deployment across a wide range of autonomous applications, further expanding its market reach and enhancing business flexibility.
- Long-term Partnership: Having been a long-standing partner with Nvidia since 2017, this technological upgrade not only solidifies the foundation of their collaboration but also lays a solid groundwork for future technological innovations and market expansion.
- Technological Collaboration: Pony.ai's new generation autonomous driving domain controller, developed in partnership with NVIDIA on the NVIDIA DRIVE Hyperion platform, is expected to significantly enhance AI computing performance and energy efficiency, supporting multi-sensor fusion and complex scenario understanding for accelerated commercialization of its robotaxi services.
- Performance Breakthrough: The new controller achieves a maximum computing performance of 4000 FP4 TFLOPS, utilizing flexible single-chip and multi-chip configurations to enable high-speed, low-latency communication, thereby enhancing system safety redundancy and deployment flexibility to meet the increasing complexity of autonomous driving requirements.
- Surge in Market Demand: Shipments of Pony.ai's
- Technological Collaboration: Pony.ai's new generation autonomous driving domain controller, developed in partnership with NVIDIA and built on the NVIDIA DRIVE Hyperion platform, is expected to significantly enhance AI computing performance and energy efficiency, supporting the commercialization of its L4 autonomous driving platform and solidifying its market position in the autonomous driving sector.
- Performance Enhancement: The new controller achieves a maximum computing performance of 4000 FP4 TFLOPS, utilizing flexible single-chip and multi-chip configurations to enable high-speed, low-latency communication, meeting core L4 requirements such as multi-sensor fusion and complex scenario understanding, thereby improving safety and deployment flexibility in autonomous driving systems.
- Surging Market Demand: Shipments of Pony.ai's

New Autonomous Driving Platform: Pony.ai has announced a new generation autonomous driving computer platform designed to enhance self-driving technology.
Collaboration with NVIDIA: The platform is built on NVIDIA's Drive Hyperion, indicating a partnership aimed at advancing autonomous vehicle capabilities.
- Cost Reduction: Pony AI expects the total cost of its 2027 robotaxi in China to fall below RMB 230K, a significant reduction that will drive larger-scale commercialization efforts in the Chinese market and enhance competitive positioning.
- Fleet Expansion: The company's fleet has grown from 270 to 1,400 vehicles, with plans to expand to over 3,000 by year-end and cover 20 cities, nearly half of which will be overseas, significantly increasing market penetration and brand influence.
- Profitability Improvement: The Gen-7 robotaxi has achieved a 70% reduction in bill-of-materials costs, enabling the company to reach unit-economics breakeven in two major Southern China markets, indicating the sustainability and profitability potential of its business model.
- International Strategy: Pony AI is preparing an international version of its Gen-7 platform to meet local market requirements, a strategy that will facilitate the company's expansion and adaptation to diverse global market needs.
- Cost Reduction: Pony.ai's seventh-generation Robotaxi is expected to have a total vehicle cost below RMB 230,000 in the Chinese market, lower than the starting price of a locally produced Tesla Model 3, significantly enhancing its market competitiveness and accelerating commercialization.
- Fleet Expansion: The company has expanded its Robotaxi fleet from 270 to over 1,400 vehicles, with plans to reach 3,000 by year-end, indicating rapid growth and market penetration in the autonomous driving sector.
- New Product Launch: Pony.ai unveiled the world's first 100% automotive-grade L4 electric light-duty truck, expected to reduce freight costs by 40%-50% per kilometer while offering 18 cubic meters of cargo capacity, further expanding its autonomous logistics product line.
- AI Model Upgrade: The upgrade to PonyWorld 2.0 enhances Pony.ai's AI capabilities, enabling more efficient data collection and model training, thereby supporting broader deployment of autonomous driving while ensuring safety remains the foundation of commercialization.









