
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
06/10/2025
France T l visions, France's leading broadcaster, has received the 2025 EBU ...
04/09/2025
Monumental Sports & Entertainment (MSE), in collaboration with Dalet, has been a...
07/08/2025
July 8 2025, 22:30 (PDT) Tata Motors & Dolby Bring Dolby Atmos to Harrier.ev, R...
18/07/2025
Blanche Barton, Peter Gilmore, Scott Cummings, Sundance Institute Director of Programming Kim Yutani, and Peggy Nadramia throwing horns. (Stephen Lovekin/Shutte...
18/07/2025
By Jessica Herndon
One of the most exciting things about the Sundance Film Fest...
18/07/2025
BOSTON Sports network NESN today relaunched the NESN 360 app with a redesigned user experience and upgrades....
18/07/2025
Berklee Singers Wow the Competition on Netflixs Building the Band Netflixs new music competition show features two Berklee artists looking to make their pop b...
18/07/2025
As the House of Representatives voted early Friday morning to eliminate federal funding for public broadcasting, advocates warned that the elimination of $1 bil...
18/07/2025
DENVER Imagine Communications has announced that it is deepening its commitment to the North American sports and live events market with investments in its prod...
18/07/2025
LOS GATOS, Calif. Netflix once again reported strong financial growth, with revenue increasing 16% year-over-year to $11.079 billion in Q2 2025 as net income s...
18/07/2025
Live from the 153rd Open Championship: SMT Enhances Video Board Experience; Enab...
18/07/2025
ShotTracker's Davyeon Ross on Revolutionizing Basketball On the Court and ...
18/07/2025
Home Pitch: How the Danish League Brought Its Live Match Production In-House Matchday Production produced 800+ matches across Denmark in its first year By Geor...
18/07/2025
Live From the 153rd Open Championship: EMG Debuts Spidercam for Golf, Expands Su...
18/07/2025
Usyk vs Dubois II: Bringing the fight to life with state of the art cameras and ...
18/07/2025
Usyk vs Dubois II: DAZN's head of boxing Chris Glanville talks helicopters, ...
18/07/2025
Live From the 153rd Open Championship: NBC Expands Unilateral Effort; Shared Stu...
18/07/2025
Warner Bros. Discovery's Anne Graham on Training New Professionals to Ensure...
18/07/2025
Live From the 153rd Open Championship: How R&A Spidercam Became a Reality for Go...
18/07/2025
ESPN Bulks Up Onsite Studios, Cameras, Player Mics for WNBA All-Star Weekend Besides the game, four studio shows will be produced onsite By Jason Dachman, Edit...
18/07/2025
Friday 18 July 2025
Credit: Marc Sethi
The Sky Arts Awards will return on 16 September, once again taking place at the iconic Roundhouse in London. Produced b...
18/07/2025
This month, players can dive into special crossover events featuring SpongeBob SquarePants in Snake.io+ and Crossy Road Castle, available exclusively on Apple A...
18/07/2025
Up for the Match brings the fun, the passion-and a bit of Riverdance- tomorrow n...
17/07/2025
Blanche Barton, Peter Gilmore, Scott Cummings, Sundance Institute Director of Programming Kim Yutani, and Peggy Nadramia throwing horns. (Stephen Lovekin/Shutte...
17/07/2025
Spotify's goal with audiobooks is to help grow the publishing industry and create the best possible experience for booklovers, which is why we're launch...
17/07/2025
An advanced large solid rocket motor hot fire test conducted at L3Harris' Camden, Arkansas, site....
17/07/2025
L3Harris payloads and components have been on board every U.S. GPS satellite-more than 70 missions since the 1970s. Our technology is at the core of GPS availab...
17/07/2025
L3Harris' pack of launched effects is comprised of multi-role vehicles that ...
17/07/2025
NEW YORK - July 17, 2025 - Gracenote, the content data business unit of Nielsen, has announced the appointment of Ryan Moore to the new role of Chief Business O...
17/07/2025
READING, Pa. Network technology startup Miri Technologies has added David Cohen as vice president, business development. He'll be tasked with expanding the ...
17/07/2025
Berklee Wins CASE Award for Standout Digital Campaign The Alumni Affairs team's Variations Signature Series earned recognition for offering an authentic p...
17/07/2025
Early Thursday morning, the U.S. Senate voted to cut federal funding for PBS and NPR in a bill that also included cuts for foreign aid. In a 51-48 vote, the act...
17/07/2025
GREAT Britain and Northern Ireland Pavilions across IBC2025 (12 15 September, RAI Amsterdam) feature a remarkable 34 companies, each providing unique, innovativ...
17/07/2025
WHITE PLAINS, N.Y. The Society of Motion Picture and Television Engineers today introduced its Content Provenance and Authenticity (CPA) in Media Study Group (S...
17/07/2025
NEW YORK Despite widespread concerns about a soft advertising market, NBCUniversal said it closed its 2025-26 upfront negotiation cycle with a record ad sales v...
17/07/2025
NEW YORK Television advertising remains an effective means to market and influence younger baby boomer and Generation X consumers approaching retirement age, ac...
17/07/2025
ALLENTOWN, Pa. & JERSEY CITY, N.J. Service Electric Cable TV and OpenVault have announced that the operator is deploying the OpenVault Proactive Network Manage...
17/07/2025
WASHINGTON Following up on his first major policy speech just two ago, Federal Communications Commission Chair Brendan Carr is promising to buck the usual summ...
17/07/2025
Luxembourg, 14 July 2025 - SES received the final regulatory approvals for the SES-Intelsat transaction, including the US Federal Communications Commission.
O...
17/07/2025
Berklee Alumni Nominated for 2025 Emmy Awards Twenty-seven Berklee alumni received nominations across categories in sound mixing, sound editing, and compositi...
17/07/2025
Back to All News
What We Watched the First Half of 2025
Entertainment
17 July 2025
Global
Link copied to clipboard
Today, we're sharing our latest Eng...
17/07/2025
Cast your vote in 2 categories for Ivory 3 American Concert DIvory 3 American Concert D is in the 2025 MIDI Innovation Awards and we are honored to be nominated...
17/07/2025
SVG Sit-Down: OpenDrives' Sean Lee, Michael Wilsker, and Jason Matousek on E...
17/07/2025
Oracle's Geoff Tognetti on Staying Ahead of the AI Curve Through Further Ado...
17/07/2025
NBA's Summer League Is a Hot Bed of AI, Immersive Innovation Testing Audio mixing, intelligent camera framing are among AI-driven efforts By Ken Kerschbaum...
17/07/2025
SVG's TranSPORT Conference Returns to NYC on Oct. 21; Register Today! By SVG Staff
Thursday, July 17, 2025 - 8:29 am
Print This Story | Subscribe
St...
17/07/2025
Gravity Media chosen as group name for merged OB business By George Bevir
Wednesday, July 16, 2025 - 11:30
Print This Story
Gravity Media executive chairm...
17/07/2025
SES Closes Deal to Acquire Intelsat, Creating New Giant in Satellite Connectivit...
17/07/2025
How MLB Pulled Off That Unforgettable Hank Aaron Tribute at the All-Star Game Vintage content, state-of-the-art projection/processing combine in marvelous mile...
17/07/2025
Wuppertal July 17, 2025
Riedel Communications Powers Handa Opera on Sydney Har...