Pony.ai Announces New Generation Autonomous Driving Compute Platform Built on NVIDIA DRIVE Hyperion
The new system is designed to deliver significant gains in AI computing performance, energy efficiency and support for the latest AI models, while meeting core L4 requirements such as multi-sensor fusion, full-scenario perception and high-complexity scenario understanding. It is also engineered to further enhance safety redundancy, system robustness and deployment flexibility.
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. With flexible single-chip and multi-chip configurations, the platform is expected to incorporate NVIDIA NVLink to enable high-speed, low-latency communication between the two DRIVE Thor system-on-a-chips (SoCs), achieving a combined maximum computing performance of 4000 FP4 TFLOPS.
"Our collaboration with NVIDIA has supported several critical milestones in Pony.ai's autonomous driving journey," said Dr.
"Autonomous driving systems are rapidly increasing in complexity, driving the need for scalable, high-performance compute platforms," said
The new platform builds on a long-standing collaboration between Pony.ai and NVIDIA that began in 2017. In 2022, Pony.ai launched its in-house developed automotive-grade computing unit powered by single or multiple NVIDIA DRIVE AGX Orin SoC, which was deployed in its sixth-generation Robotaxis. In 2025, the company began mass production of the world's first L4 Robotaxi domain controller equipped with four NVIDIA DRIVE AGX Orin SoCs. That controller now powers Pony.ai's seventh-generation (Gen-7) Robotaxis and provides a strong foundation for scalable, fully driverless operations.
As one of the few L4 autonomous driving companies globally with full-stack, in-house capabilities across both software and hardware, Pony.ai brings deep expertise in domain controller design. Its software-hardware co-design approach enables system-level optimization across performance, safety and cost.
Over the past year, Pony.ai has seen growing demand for its automotive-grade domain controllers across low-speed delivery, robosweeping, logistics, mining, autonomous shuttles and other robotics and intelligent mobility applications. Shipments of its "Fangzai" domain controller in 2025 surged by more than 500% year over year. Customers are spread across dozens of countries, including
Building on Gen-7's gains in cost efficiency, safety and reliability, Pony.ai has also achieved significant milestones in robotaxi commercialization, including unit-economics breakeven in two of
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