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 ...
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...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
01/04/2026
January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION
Douyin Users Can Now Create And Share Videos With Stun...
03/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
03/03/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
02/03/2026
NBC Sports selected Imaginary Forces to create the main title sequence for the M...
02/03/2026
The NFL announces the launch of the NFL Draft Innovation Challenge, a new crowds...
02/03/2026
The World Teleport Association (WTA) has named Skyline Communications' DataMiner SatOps solution as a finalist for the 2026 Teleport Technology of the Year ...
02/03/2026
Ventum Tech announces a strategic partnership with Pixotope, a real-time graphic...
02/03/2026
Victory , a free, ad-supported sports streaming service, announces the launch of...
02/03/2026
Global powerhouse Delta Goodrem to represent Australia at this year's Eurovi...
02/03/2026
SBS brings together prominent voices to discuss rising social division and seek ...
02/03/2026
NITV Unveils Wednesday Night Sport Night
Media releases
A Midweek Hub for Blak Sport
Flagship NRL program Over The Black Dot moves to Wednesdays at 9:30pm
...
02/03/2026
Rohde & Schwarz demonstrates FR1-FR3 carrier aggregation, advancing 6G readiness Rohde & Schwarz and Qualcomm Technologies, Inc. have reached another pivotal ...
02/03/2026
MELBOURNE, Fla., March 2, 2026 - L3Harris Technologies (NYSE: LHX) today announc...
02/03/2026
Harvey Norman tops New Zealand's biggest ad spenders as retail leads and telcos and beverages sure Auckland March 3, 2026 - Nielsen's New Zealand'...
02/03/2026
aconnic AG (ISIN: DE000A0LBKW6), Munich, and Arqit Quantum Inc. (Nasdaq: ARQQ, A...
02/03/2026
Advanced Systems Group, LLC (ASG), a technology and services provider for media creatives and content owners, has appointed Jody Boatwright as Chief Strategy Of...
02/03/2026
Lightware, an industry leader in signal management, is reinforcing its commitment to simplifying complex AV environments with the continued evolution of its TPN...
02/03/2026
ZEISS Cinema opens its doors to an exclusive screening, filmmakers Q&A and hands-on showcase of the new ZEISS Aatma lens family on Tuesday, March 10, 6:00-9:00 ...
02/03/2026
To expand the creative potential of the compact Astera QuikBeam, DoPchoice introduces the SNAPBAG Round. The new light-shaping accessory transforms the powerfu...
02/03/2026
Douglas Dubler
On a rooftop in New York City, veteran photographer Douglas Dubler watched the sun's angle shift across the urban landscape, his internal cl...
02/03/2026
ZEISS is expanding its Otus ML lens family with the introduction of the new ZEISS Otus ML 1.4/35. This manual-focus lens is designed for photographers who live ...
02/03/2026
Matthews Studio Equipment now offers the new Dinkum Systems White FlexiMount and Phone Mount Kit, a compact, highly adaptable setup for mobile content creation...
02/03/2026
Luxembourg, February 26, 2026 - SES and Africa Mobile Network (AMN) have expande...
02/03/2026
02 03 2026 - Media release Ausfilm and Screen Australia launch joint UK market initiative
Ausfilm and Screen Australia have announced Partner with Australia (...
02/03/2026
Monday 2 March 2026
Saturday Night Live UK announces writing team
L-R: Jonno Johnson; Charlie Skelton; Celya AB; Omar Badawy; Gr inne Maguire; Laura Claxton; ...
02/03/2026
Back to All News
Netflix Unveils the Trailer for 53 Sundays, the New Film by Cesc Gay
Entertainment
02 March 2026
GlobalSpain
Link copied to clipboard
Dis...
28/02/2026
With two features seen in Formula 1 coverage, the broadcaster aims to bring view...
28/02/2026
Secretary of War Pete Hegseth addresses a crowd of approximately 1,500 L3Harris employees in Camden, Arkansas, as part of his Arsenal of Freedom tour....
28/02/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/02/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/02/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/02/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/02/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/02/2026
Berklee Presents Mambo Mania: Eguie Castrillo and the Berklee All-Stars Big Band...
28/02/2026
Berklee Announces Two New Summer Programs in Los Angeles The Berklee Music Business Program and Electronic Music Production and Sound Design Workshop bring imme...
28/02/2026
AI-RAN is moving from lab to field, showing that a software-defined approach is ...
28/02/2026
Autonomous networks - intelligent, self-managing telecommunications operations -...
28/02/2026
Back to All News
Final Trailer for BEASTARS Final Season Part 2' Roars Tow...
28/02/2026
New way to intentionally discover molecular glues could expand drug discovery Scripps Research scientists and colleagues show how drugs that eliminate certain d...
27/02/2026
The E.W. Scripps Company names Oliver Gray as Vice President, Network Sports and...
27/02/2026
The Gotham Sports App, the exclusive direct-to-consumer streaming home of MSG Networks and the YES Network, is now available for purchase through Prime Video fo...
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.
