NVIDIA DRIVE Hyperion

NVIDIA DRIVE Hyperion is a production-ready reference architecture for autonomous vehicles developed by NVIDIA. It packages a validated in-vehicle compute system, a qualified multimodal sensor suite of cameras, radar, lidar and ultrasonic sensors, and a safety-certified software stack into a single design that automakers and mobility companies can adopt rather than building an autonomous vehicle platform from scratch. In September 2026 NVIDIA renamed it NVIDIA Hyperion, and it added editor's notes to many earlier press releases and blog posts saying that references to the old name had been updated.^[3][16] The platform has gone through several generations since its debut around 2019, scaling from advanced driver assistance up to Level 4 autonomy, and at NVIDIA GTC Taipei during COMPUTEX 2026 (press release dated May 31, 2026; keynote on June 1 Taipei time), the company positioned DRIVE Hyperion as "the global platform for a robotaxi-ready world."^[1][2][3] Later adopters include the Swedish autonomous-trucking company Einride, which said on September 21, 2026 that it would build the next generation of its Einride Driver on the platform.^[13]

Key facts

What DRIVE Hyperion is

DRIVE Hyperion is not a single chip or product but a complete development platform and reference design. NVIDIA describes it as combining high-performance DRIVE AGX in-vehicle compute, a software foundation built on the safety-certified DriveOS operating system, a compatible multimodal sensor suite, and NVIDIA DRIVE autonomous-vehicle (AV) software purpose-built for highly automated and autonomous driving. The intent is to give carmakers a known-good starting point: a sensor placement and compute architecture that NVIDIA has already validated for performance, redundancy and functional safety, so that engineering teams can focus on their own driving software and vehicle integration rather than re-solving the underlying platform.^[1][4]

A useful way to think about Hyperion is as the in-vehicle half of NVIDIA's three-computer approach to autonomy. One computer (in the data center) trains the neural networks, a second simulates and validates them, and the third, the car itself, runs them in real time. Hyperion is the specification for that third computer plus the sensors that feed it. The platform is designed to be programmable and upgradeable, so a vehicle shipped with driver-assistance features can later receive more capable autonomous-driving software over the air as it is validated.^[4][5]

Sensor suite

The defining characteristic of Hyperion is its qualified sensor set, which provides overlapping, diverse coverage around the vehicle for redundancy. The current DRIVE Hyperion 10 generation specifies a suite of 14 cameras, 9 radars, 1 lidar, 12 ultrasonic sensors, 4 interior cameras and an exterior microphone array. Earlier Hyperion 8 used a smaller configuration of roughly 12 cameras, 9 radars, 1 lidar, 12 ultrasonic sensors and 3 interior cameras. NVIDIA's own sources do not agree on the Hyperion 10 lidar count: the October 2025 launch release and the product page list one lidar, while a September 2026 NVIDIA blog post describes Hyperion 10 with three lidars.^[4][6][15] By pre-validating the sensor types, mounting positions and data interfaces, NVIDIA lets partners reuse the same perception software across different vehicle models.^[4]

Compute: DRIVE AGX Thor

At the core of the current platform sits NVIDIA DRIVE AGX Thor, the automotive system-on-chip built on the Blackwell GPU architecture and closely related to NVIDIA's Jetson Thor robotics module. NVIDIA rates each DRIVE AGX Thor SoC at up to 1,000 INT8 TOPS and 2,000 FP4 teraflops, and DRIVE Hyperion 10 pairs two of them. That headroom is meant to run the large transformer-based and generative AI models, including vision-language models, that increasingly drive modern AV perception and planning, while leaving spare capacity for redundancy and future feature growth. Thor succeeded the earlier DRIVE Orin SoC, which powered the Hyperion 8 generation.^[4][6]

Software stack: DriveOS, Halos, DRIVE AV

Running on top of the hardware is NVIDIA DriveOS, the company's safety-certified automotive operating system, which NVIDIA states conforms to ISO 26262 ASIL-D, the highest automotive functional-safety integrity level. In 2025 and 2026, NVIDIA reframed Hyperion's software around NVIDIA Halos, which it calls a full-stack safety system for physical AI spanning "cloud to car." The Halos OS, built on DriveOS, is now described as the software foundation of the platform. On top of that runs NVIDIA DRIVE AV, the autonomous-driving application software. NVIDIA's open driving models, including NVIDIA Alpamayo reasoning models, are designed to run on this stack, and the platform connects to NVIDIA's data-center tools such as the NVIDIA Cosmos world foundation models and NVIDIA Omniverse for generating and curating training and simulation data.^[1][6][7]

Generations and history

NVIDIA has shipped DRIVE Hyperion as a series of numbered generations, each tied to the compute SoC available at the time. The platform first appeared around 2019, but the versions that drove broad industry adoption were Hyperion 8 and the current Hyperion 10.

Hyperion 8

DRIVE Hyperion 8 was the generation that turned Hyperion into a widely adopted commercial platform. It was built around two DRIVE Orin processors and a full production sensor set, scaling from Level 2 driver assistance up to Level 3 conditional automation, and NVIDIA marketed it for everything from private passenger cars to robotaxis and autonomous trucks. Through 2021 and 2022, a long list of automakers committed to Hyperion 8 or the broader DRIVE platform, including Mercedes-Benz, Jaguar Land Rover, Volvo Cars, Polestar, and a cluster of Chinese EV makers such as NIO, Xpeng, Li Auto and IM Motors. At GTC in March 2022, NVIDIA added BYD and Lucid Group as customers, with BYD slated to build vehicles on Hyperion starting in 2023.^[8][9]

Hyperion 9

At GTC in March 2022, Jensen Huang also announced DRIVE Hyperion 9 as the next-generation platform. NVIDIA's original announcement said it would be built on multiple DRIVE Atlan computers and would begin production in 2026, with a sensor set of 14 cameras, nine radars, three lidars and 20 ultrasonics plus three cameras and one radar for interior occupant sensing.^[19][8] On October 17, 2023, NVIDIA updated that blog post "to reflect NVIDIA's updated processor roadmap": the revised text says Hyperion 9 is built on the DRIVE Thor central computer, which delivers 2,000 teraflops and about eight times the performance of the Orin-based design at the same power envelope, and that the architecture is slated for 2027. The revised post describes Hyperion 9 as enabling Level 3 urban and Level 4 highway driving.^[5]

Safety and cybersecurity milestones (CES 2025)

At CES 2025, NVIDIA announced that DRIVE Hyperion had cleared a set of industry safety and cybersecurity assessments, which it presented as evidence the platform was ready for production AV programs. TÜV SÜD granted an ISO 21434 cybersecurity-process certification covering NVIDIA's automotive SoC, platform and software engineering, and TÜV Rheinland performed an independent UNECE safety assessment of NVIDIA DRIVE AV related to safety requirements for complex electronic systems. NVIDIA also stated that DriveOS 6.0 conforms to ISO 26262 ASIL-D, pending certification release; by September 2026 it said TÜV SÜD had certified DriveOS 6.0 to ASIL D. The release named Mercedes-Benz, JLR and Volvo Cars as adopters. At the same show NVIDIA said the next iteration of DRIVE Hyperion, built on the Blackwell-based DRIVE AGX Thor SoC, would be available in the first half of 2025.^[7][14]

Hyperion 10 (GTC Washington 2025 and CES 2026)

NVIDIA introduced DRIVE AGX Hyperion 10 on October 28, 2025, at GTC Washington, D.C., describing it as a reference production computer and sensor set architecture that "makes any vehicle L4-ready." Built on two DRIVE AGX Thor SoCs, it extended the platform's reach to a full Level 2-through-Level 4 range and is integrated with the NVIDIA Halos safety system.^[6][4] The launch came with a robotaxi partnership with Uber, under which NVIDIA said it could support Uber in scaling its global autonomous fleet to 100,000 vehicles over time, starting in 2027, using DRIVE AGX Hyperion-ready vehicles and a joint AI data factory built on NVIDIA Cosmos. In the same release Stellantis, Lucid and Mercedes-Benz were described as collaborating on level 4-ready vehicles compatible with Hyperion 10; Aurora, Volvo Autonomous Solutions and Waabi as developing level 4 trucks on the NVIDIA DRIVE platform, with next-generation systems built on DRIVE AGX Thor; and Avride, May Mobility, Momenta, Nuro, Pony.ai, Wayve and WeRide as developing software stacks on the NVIDIA DRIVE level 4 platform.^[6]

At CES in January 2026, NVIDIA extended the Hyperion ecosystem to tier-1 suppliers and sensor makers. Astemo, AUMOVIO, Bosch, Magna, Quanta and ZF Group said they were building Hyperion-based electronic control units, and AUMOVIO, Aeva, Arbe, Hesai, Omnivision and Sony were among the latest partners to qualify their sensors on the architecture.^[16] At the same show Huang said the first passenger car featuring Alpamayo built on the NVIDIA DRIVE full-stack platform would be the all-new Mercedes-Benz CLA, with its AI-defined driving coming to the U.S. in 2026. NVIDIA described the CLA's system as an enhanced Level 2 driver-assistance system.^[17][18]

GTC Taipei 2026: the global robotaxi platform

On June 1, 2026, at NVIDIA GTC Taipei held alongside COMPUTEX in Taiwan, NVIDIA announced a major expansion of the DRIVE Hyperion ecosystem and positioned the platform as "the global platform for a robotaxi-ready world." The company framed Hyperion, paired with the Halos OS, as a common foundation that automakers and mobility operators across regions could standardize on, and said that DRIVE Hyperion-equipped vehicles would connect into mobility services that already represent approximately 97 percent of the world's mobility services. NVIDIA founder and CEO Jensen Huang summarized the moment this way: "Autonomous mobility is entering its industrial scaling moment. Vehicles are becoming robots, and robotaxi fleets will require AI infrastructure that can perceive, reason and operate safely in the real world."^[1][2]

The announcement brought together automakers, contract manufacturers, AV-software companies and ride-hailing providers around the Hyperion standard:

These were not the only automakers committed to Hyperion for Level 4 work. In March 2026, NVIDIA had separately announced that BYD, Geely, Isuzu and Nissan were adopting DRIVE Hyperion for Level 4 vehicles, with Isuzu collaborating with TIER IV on an autonomous bus built on DRIVE AGX Thor and Nissan developing Level 4 programs using Wayve software. At the same GTC, NVIDIA and Uber expanded their partnership to launch a fleet running NVIDIA's full-stack DRIVE AV software across 28 cities on four continents by 2028, starting with Los Angeles and the San Francisco Bay Area in the first half of 2027, and NVIDIA said Bolt, Grab and Lyft were also using Hyperion for autonomous mobility work. NVIDIA also introduced Alpamayo 1.5 and said its open Alpamayo portfolio had been downloaded by more than 100,000 automotive developers since its launch earlier that year.^[3] Separately, NVIDIA announced an expanded collaboration with Hyundai Motor Company and Kia to build autonomous-driving systems on Hyperion, scalable from Level 2 to Level 4, and said it would explore expanded work with Hyundai's robotaxi joint venture Motional.^[21]

Wayve and the Nissan LEAF robotaxi

The Hyperion vehicle attached to Wayve and Uber's robotaxi programme is a Nissan LEAF-based prototype running Wayve's AI Driver; it is not yet in public service. Wayve and Nissan exhibited the prototype at GTC in March 2026, describing it as built on the DRIVE Hyperion reference compute and sensor architecture for Level 4 autonomy, with dual DRIVE AGX Thor processors, NVIDIA DriveOS and the NVIDIA Halos safety framework, plus 360-degree cameras, surround and forward imaging radar and a forward-facing lidar; the car is intended for the Wayve, Uber and Nissan robotaxi pilot planned for Tokyo from late 2026, subject to discussions with the relevant authorities.^[10] When Wayve and Uber launched supervised autonomous rides in London on September 3, 2026, using Ford Mustang Mach-E cars rather than Hyperion vehicles, the companies said riders in London and other markets would also be introduced to the Nissan LEAF "powered by the Wayve AI Driver using NVIDIA DRIVE Hyperion, starting in Tokyo later this year."^[11] NVIDIA's DRIVE account said the same day that Wayve's models are built and trained on NVIDIA infrastructure, that its cars run on DRIVE AGX compute, and that DRIVE Hyperion would power future Wayve deployments.^[12] The Tokyo deployment and the wider move of Wayve's fleets onto Hyperion are stated plans, not completed deployments.

Adopters and partners (September 2026)

Einride

On September 21, 2026, Einride, a Swedish company that runs electric freight fleets and develops its own automated driving system, announced a strategic collaboration with NVIDIA to move more of its freight network to autonomous operation, focused on highways and suburban roads.^[13] The main terms, according to Einride's release:

The release did not name a Hyperion generation or disclose financial terms. Rishi Dhall, NVIDIA's vice president of automotive, said that building on Hyperion with Halos, Cosmos and Blackwell infrastructure would let Einride "accelerate the development and validation of its autonomous-driving technology."^[13] An NVIDIA blog post the same day listed Geely, Isuzu, Nissan (powered by Wayve software) and Einride as companies building level 4-ready vehicles on Hyperion, supported by Halos OS, and said Uber, Grab, Lyft and other mobility providers were using Hyperion for robotaxi development and deployment.^[14]

Delta Electronics collaboration

On September 29, 2026, Delta Electronics announced a collaboration with NVIDIA to develop autonomous-driving systems using Hyperion and the NVIDIA Halos safety system. Delta said the work would combine its automotive energy management, xEV powertrain systems, in-vehicle high-performance computing and system integration expertise with NVIDIA's platform.^[23]

The announcement described Hyperion as a sensor and compute reference platform for Level 4 vehicles and robotaxis, using two DRIVE AGX Thor units. Delta's integration work would receive support from NVIDIA's engineering team. The companies also planned to use their automotive customer and partner relationships to develop business opportunities. The release did not identify a production vehicle or give a date for commercial robotaxi service.^[23]

Other September 2026 announcements

The same September 10 roundup described several other programs only in terms of DRIVE AGX Thor or the broader NVIDIA DRIVE platform, without naming Hyperion: Zoox, Momenta, Tensor, Waabi and Lenovo's AD1 domain controller. It described the Lucid, Nuro and Uber robotaxi as using "NVIDIA DRIVE AGX Thor, part of the Hyperion platform."^[15]

Significance

DRIVE Hyperion reflects NVIDIA's strategy of supplying a horizontal, reusable platform to the automotive industry rather than building its own cars. By standardizing the compute, sensors and safety-certified software, NVIDIA aims to let many manufacturers reach Level 4 autonomy on a shared technical base, much as a common silicon platform underpins many different consumer devices. The 2026 robotaxi positioning extends that idea from individual vehicles to entire fleets and mobility networks.^[1][6]

Several claims around the platform should be read as NVIDIA's own characterizations rather than independently verified facts. The figure that Hyperion-equipped vehicles connect into mobility services representing about 97 percent of the world's mobility, the "global platform" and "robotaxi-ready" framing, and partner deployment timelines such as a 2026 Munich launch, 2028 service in Taiwan, Bolt's target of at least 25,000 Lucid vehicles and Hyundai's 2028 production plans are forward-looking statements from NVIDIA and its partners. Performance numbers such as 2,000 FP4 teraflops per Thor SoC are NVIDIA specifications. Achieving large-scale Level 4 robotaxi operation also depends on regulatory approval, real-world validation and commercial execution that extend well beyond the reference platform itself.^[1][2][3]

See also

• NVIDIA
• Autonomous vehicle
• Jetson Thor
• NVIDIA Alpamayo 2 Super
• NVIDIA Cosmos
• NVIDIA Blackwell
• NVIDIA DRIVE Thor
• NVIDIA Halos
• Einride
• Wayve
• Physical AI

References

1. ^1 ^2 ^3 ^4 ^5 ^6NVIDIA Hyperion Becomes the Global Platform for a Robotaxi-Ready World (originally titled "NVIDIA DRIVE Hyperion Becomes the Global Platform for a Robotaxi-Ready World"), NVIDIA Newsroom, May 31, 2026.
2. ^1 ^2 ^3NVIDIA GTC Taipei at COMPUTEX: Live Updates on What's Next in AI, NVIDIA Blog, June 2026.
3. ^1 ^2 ^3 ^4BYD, Geely, Isuzu and Nissan Adopt NVIDIA Hyperion for Level 4 Vehicles, NVIDIA Newsroom, March 16, 2026.
4. ^1 ^2 ^3 ^4 ^5 ^6NVIDIA Hyperion: Development Platform for Robotaxis and L4 Autonomous Vehicles, NVIDIA, accessed September 2026.
5. ^1 ^2Introducing NVIDIA DRIVE Hyperion 9: Next-Generation Platform for Software-Defined Autonomous Vehicle Fleets, NVIDIA Blog, March 2022.
6. ^1 ^2 ^3 ^4 ^5 ^6NVIDIA Makes the World Robotaxi-Ready With Uber Partnership to Support Global Expansion, NVIDIA Newsroom, October 28, 2025.
7. ^1 ^2NVIDIA DRIVE Hyperion Platform Achieves Critical Automotive Safety and Cybersecurity Milestones for AV Development, NVIDIA Newsroom, January 6, 2025.
8. ^1 ^2BYD, Lucid are latest EV makers to adopt Nvidia's self-driving toolkit, TechCrunch, March 22, 2022.
9. ^Nvidia DRIVE Hyperion 8 will pilot self-driving cars and trucks, VentureBeat, January 4, 2022.
10. ^Wayve and Nissan to Exhibit Robotaxi Prototype Vehicle Powered By NVIDIA DRIVE Hyperion for Uber Trials, Wayve, March 16, 2026.
11. ^Wayve and Uber Launch First-Ever Autonomous Rides in the UK, Wayve, September 3, 2026.
12. ^NVIDIA DRIVE (@NVIDIADRIVE) on X: "Autonomous rides are here", X post, September 3, 2026.
13. ^1 ^2 ^3 ^4Einride Enters Strategic Collaboration with NVIDIA to Advance its Autonomous Trucking on NVIDIA Hyperion, Einride, September 21, 2026.
14. ^1 ^2Why Deploying Physical AI at Scale Demands Safety at Every Layer, NVIDIA Blog, September 21, 2026.
15. ^1 ^2 ^3Physical AI Takes the Wheel: How the World's Robotaxi Leaders Are Building With NVIDIA Technologies, NVIDIA Blog, September 10, 2026.
16. ^1 ^2NVIDIA Expands Global Hyperion Ecosystem to Accelerate the Road to Full Autonomy, NVIDIA Blog, January 5, 2026.
17. ^NVIDIA Rubin Platform, Open Models, Autonomous Driving: NVIDIA Presents Blueprint for the Future at CES, NVIDIA Blog, January 5, 2026.
18. ^NVIDIA DRIVE AV Software Debuts in All-New Mercedes-Benz CLA, NVIDIA Blog, January 5, 2026.
19. ^Introducing NVIDIA DRIVE Hyperion 9: Next-Generation Platform for Software-Defined Autonomous Vehicle Fleets (original March 2022 version), NVIDIA Blog, March 22, 2022, archived by the Wayback Machine.
20. ^Hyundai Motor Group Accelerates Autonomous Driving Innovation with AI-Powered Data Flywheel, Hyundai Motor Group, September 13, 2026.
21. ^Hyundai Motor, Kia and NVIDIA Expand Strategic Partnership for Next-Generation Autonomous Driving Technology, NVIDIA Newsroom, March 16, 2026.
22. ^Lucid and Bolt Partner to Develop and Deploy Autonomous Mobility at Scale Across Europe, Lucid Group via PR Newswire, September 17, 2026.
23. ^1 ^2Delta Electronics to Advance Next-Generation Autonomous Driving built on NVIDIA Hyperion, Delta Electronics (Americas), September 29, 2026.