AI-powered vehicles aren't a future vision, they're a reality today. And they're only truly possible on NVIDIA Xavier, our system-on-a-chip for autonomous vehicles.
The key to these cutting-edge vehicles is inference - the process of running AI models in real time to extract insights from enormous amounts of data. And when it comes to in-vehicle inference, NVIDIA Xavier has been proven the best - and the only - platform capable of real-world AI processing, yet again.
NVIDIA GPUs smashed performance records across AI inference in data center and edge computing systems in the latest round of MLPerf benchmarks, the only consortium-based and peer-reviewed inference performance tests. NVIDIA Xavier extended its performance leadership demonstrated in the first AI inference tests, held last year, while supporting all new use cases added for energy-efficient, edge compute SoC.
Inferencing for intelligent vehicles is a full-stack problem. It requires the ability to process sensors and run the neural networks, operating system and applications all at once. This high level of complexity calls for a huge investment, which NVIDIA continues to make.
The new NVIDIA A100 GPU, based on the NVIDIA Ampere architecture, also rose above the competition, outperforming CPUs by up to 237x in data center inference. This level of performance in the data center is critical for training and validating the neural networks that will run in the car at the massive scale necessary for widespread deployment.
Achieving this performance isn't easy. In fact, most of the companies that have proven the ability to run a full self-driving stack run it on NVIDIA.
The MLPerf tests demonstrate that AI processing capability lies beyond the pure number of trillions of operations per second (TOPS) a platform can achieve. It's the architecture, flexibility and accompanying tools that define a compute platform's AI proficiency.
Xavier Stands Alone The inference tests represent a suite of benchmarks to assess the type of complex workload needed for software-defined vehicles. Many different benchmark tests across multiple scenarios, including edge computing, verify whether a solution can perform exceptionally at not just one task, but many, as would be required in a modern car.
In this year's tests, NVIDIA Xavier dominated results for energy-efficient, edge compute SoCs - processors necessary for edge computing in vehicles and robots - in both single-stream and multi-stream inference tasks.
Xavier is the current generation SoC powering the brain of the NVIDIA DRIVE AGX computer for both self-driving and cockpit applications. It's an AI supercomputer, incorporating six different types of processors, including CPU, GPU, deep learning accelerator, programmable vision accelerator, image signal processor and stereo/optical flow accelerator.
NVIDIA DRIVE AGX Xavier Thanks to its architecture, Xavier stands alone when it comes to AI inference. Its programmable deep neural network accelerators optimally support the operations for high-throughput and low-latency DNN processing. Because these algorithms are still in their infancy, we built the Xavier compute platform to be flexible so it could handle new iterations.
Supporting new and diverse neural networks requires processing different types of data, through a wide range of neural nets. Xavier's tremendous processing performance handles this inference load to deliver a safe automated or autonomous vehicle with an intelligent user interface.
Proven Effective with Industry Adoption As the industry compares TOPS of performance to determine autonomous capabilities, it's important to test how these platforms can handle actual AI workloads.
Xavier's back-to-back leadership in the industry's leading inference benchmarks demonstrates NVIDIA's architectural advantage for AI application development. Our SoC really is the only proven platform up to this unprecedented challenge.
The vast majority of automakers, tier 1 suppliers and startups are developing on the DRIVE platform. NVIDIA has gained much experience running real-world AI applications on its partners' platforms. All these learnings and improvements will further benefit the NVIDIA DRIVE ecosystem.
Raising the Bar Further It doesn't stop there. NVIDIA Orin, our next-generation SoC, is coming next year, delivering nearly 7x the performance of Xavier with incredible energy-efficiency.
NVIDIA Orin Xavier is compatible with software tools such as CUDA and TensorRT to support the optimization of DNNs to target hardware. These same tools will be available on Orin, which means developers can seamlessly transfer past software development onto the latest hardware.
NVIDIA has shown time and again that it's the only solution for real-world AI and will continue to drive transformational technology such as self-driving cars for a safer, more advanced future.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
06/05/2026
Polands Miecznik-class frigates are part of the largest contract in Polish shipbuilding history. (Image Credit: PGZ Stocznia Wojenna)...
06/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/05/2026
Riedel Communications today announced the expansion of its leadership structure as part of a strategic initiative to strengthen both its operational management ...
06/05/2026
For nearly three decades, Veteran Production Sound Mixer and Five-time Emmy Award Winner Dirk Sciarrotta has helped define the sonic identity of the long-runnin...
06/05/2026
ZEISS CinCraft LensCore: Cinema Lens Looks for Compositing
Brie Clayton May 6, 2026
0 Comments
ZEISS announces the launch of CinCraft LensCore, a nove...
06/05/2026
Wisycom Solves Extreme RF Challenges Across Miles of Live Action for Gravity Med...
06/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/05/2026
Narrative Entertainment has partnered with Encompass to deliver high-quality subtitling of its Great! network content using the Altitude Intelligence AI assiste...
06/05/2026
SipRadius, widely recognized for making content processing and connectivity secure and seamless, is proud to launch a dramatic new approach to AI content creati...
06/05/2026
When the broadband and media industry gathers at ANGA COM in Cologne from May 19 to 21, Big Blue Marble will be at the forefront. The international broadcast an...
06/05/2026
Cinegy GmbH, a leading developer of software-defined television technology, is proud to exhibit at MPTS for the first time. Visitors to the stand will discover ...
06/05/2026
Val Jeanty Receives 2026 Doris Duke Artist Award Jeanty, a composer, percussionist, and turntablist, is the fourth Berklee recipient of the prestigious award ...
06/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
06/05/2026
When live cycling races and international marathons stretch for miles across cities and countryside, there is no margin for RF failure in live broadcast. As Chi...
06/05/2026
Oberkochen/Germany, May 5, 2026
ZEISS announces the launch of CinCraft LensCore, a novel solution for creating physically based cinematic lens looks for visual...
06/05/2026
Wednesday 6 May 2026
Sky commissions feature documentary to mark 10th anniversa...
06/05/2026
Wednesday 6 May 2026
Sky and Formula 1 agree long-term partnership across UK, Ireland and Italy
Sky in the UK & Ireland to remain the home of Formula 1 until ...
06/05/2026
Sky Zero Footprint Fund-backed TV campaign launches nationwide, supported by new...
06/05/2026
Wuppertal May 6, 2026
Riedel Expands Leadership Structure, Appoints Marc Engro...
06/05/2026
SAN JOSE, Calif. - May 6, 2026 - Harmonic (NASDAQ: HLIT) today announced its latest broadband innovations for ANGA COM 2026, highlighting its vision for a new e...
06/05/2026
Statement from Rupert Murdoch, Chairman Emeritus, Fox Corporation on Ted Turner&...
06/05/2026
Friday 8 May on RT One and RT Player
Meet the NSPCA team caring for and protecting animals in need in this six-part series
Fly on the wall, six-part series...
06/05/2026
The race to build the world's most powerful AI factories demands networking ...
06/05/2026
How changes to proteins can alter drug interactions for new precision therapies Scripps Research team maps how chemical modifications to proteins affect drug bi...
05/05/2026
Experts from the world of academia, tech, business, politics and media convened for a Thomson Talks at the Cambridge Disinformation Summit in April. It's th...
05/05/2026
Three phones were hardwired for power and transmission to the truck; camera feat...
05/05/2026
The creative studio behind campaigns for the NBA, Fanatics Sportsbook & Casino, ...
05/05/2026
Nielsen has announced results from a co-viewing pilot program covering February&...
05/05/2026
viztrick AiDi, an on-device AI solution developed by Nippon TV, delivered global...
05/05/2026
ARRI has announced Omnibar, a battery-powered, IP65-rated multi-color LED linear...
05/05/2026
Imagine Communications has announced that France T l visions is the first broadc...
05/05/2026
The Women's National Basketball Association (WNBA) and Bell Media today announced a multiyear agreement to broadcast and stream WNBA games in Canada beginni...
05/05/2026
SVG is proud to announce Warner Bros. Discovery's Techwood Studios in Atlant...
05/05/2026
With no operator required, AutoMic workflow automates talent identification on U...
05/05/2026
A crash in 2015 set the industry back, but this winter proved that drones are he...
05/05/2026
Another year, and more proof that Asia continues to shape some of the world's most exciting new sounds. This year's RADAR artists draw from deep local r...
05/05/2026
The Austin City Limits Music Fest 2026 lineup just dropped, and this year, Spoti...
05/05/2026
New drum machine book campaign incoming
Bjooks have announced that during Superbooth 2026, they will be launching a Kickstarter campaign to fund the product...
05/05/2026
Flagship all-in-one production bundle updated
The latest version of Native Instruments' flagship virtual instrument and plug-in bundle has just been ann...
05/05/2026
Rohde & Schwarz to host RF Testing Innovations Forum 2026, helping design engine...
05/05/2026
L3Harris provides communications, electronic warfare, sensors and mission systems that enable Virginia-class submarine crews to operate with confidence in conte...
AI-powered vehicles aren't a future vision, they're a reality today. And they're only truly possible on NVIDIA Xavier, our system-on-a-chip for autonomous vehicles.
