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...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Technology collaboration to validate AMPP and Lawo HOME orchestration integration, showcasing Dynamic Media Facility principles in practice.
Grass Valley and ...
09/06/2026
Bitmovin, a leading provider of video streaming solutions, today announced that Axel Springer SE, international media and technology company, has deployed Playe...
09/06/2026
LiveU, the global leader in live IP-video solutions, today announced a landmark deployment with the Oceania Football Confederation (OFC) that has brought Video ...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
09/06/2026
Two Alumni Win Tony Awards Mike Morris and Cedric Leiba Jr. won awards for Best Orchestrations and Best Play, respectively.
June 8, 2026
By
Tori Donahue
...
08/06/2026
The two execs discuss the goals and the challenges of building a huge multi-cult...
08/06/2026
This industry legend has been a road warrior since the early '90s and is, today, a lynchpin on College GameDay
The sports-production industry continues to ...
08/06/2026
DAZN has agreed a multi-year rights partnership with Extreme Fighting Championship (EFC), expanding its global combat sports portfolio.
DAZN will broadcast EFC...
08/06/2026
As fans move across broadcast, streaming, social, mobile and creator-led platforms, and they expect every angle, in real time, TVU Networks has released a new e...
08/06/2026
Infront has further strengthened the 2026 Diamond League's international bro...
08/06/2026
Grass Valley has announced the appointment of Sam Craig as Vice President, Global Pre-Sales. Based in the United States, Craig will lead Grass Valley's glob...
08/06/2026
SMPTE has announced its summer 2026 education lineup covering IP networking and SMPTE ST 2110, including two standalone courses, a 13-week boot camp, and a hand...
08/06/2026
Sportradar Group AG has announced a multi-year global agreement with Kalshi, a p...
08/06/2026
FIFA and Gamefam have announced the launch of a FIFA World Cup 2026 event on Roblox, running June 5 through July 31, 2026. The event centers on FIFA Super Socce...
08/06/2026
A collaboration of NHL Productions, Monumental Sports, and Michael Levitt Produc...
08/06/2026
CBS Sports production staffer Bryce Adair has died at the age of 31 after sustaining injuries during a car accident on Wednesday while in Ohio working the the P...
08/06/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, including new deals, departures, and assignments compiled from press releases and repo...
08/06/2026
WMT Digital today announced the launch of WMT Fan Intelligence, designed to unif...
08/06/2026
The Heat are the seventh NBA team to air their games over-the-air next season...
08/06/2026
Paramount and UFC have announced an expansion of their media rights partnership making Paramount the exclusive home of UFC Numbered Event main cards in Canada ...
08/06/2026
The Qatar Football Association (QFA), in cooperation with Sponix and broadcaster...
08/06/2026
Project B has announced the appointment of Host Broadcast Services (HBS) as Offi...
08/06/2026
The Buckeyes now produce and stream upwards of 200 sports events annually with a...
08/06/2026
At Spotify, our commitment to the LGBTQIA community is year-round. Through GLOW, our global music program, we celebrate and amplify the contributions of queer ...
08/06/2026
Get Hands-on With Keyboard & Synth Brands
GearExpo UK wouldn't be complete without some synth action, and we've got some of the industry's most ...
08/06/2026
50 popular in-ear monitoring system profiles added
The latest update for IK Multimedia's headphone-correction system has just arrived, and introduces ca...
08/06/2026
Manny Marroquin signature cans upgraded with SLAM Technology
The flagship model in Audeze's Manny Marroquin Signature Series has just been treated to an...
08/06/2026
Air domain supremacy redefined - New counter UAS, space solutions and directiona...
08/06/2026
he BBC and BritBox have announced that Edward Bluemel (We Might Regret This, My ...
08/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/06/2026
Dante interfaces, intercom and control systems for modern AV environments
Glensound will showcase a focused range of networked audio and intercom solutions fo...
08/06/2026
Bminty is proud to celebrate the first anniversary of T18, the new free national French DTT channel launched on June 6, 2025. This symbolic milestone also marks...
08/06/2026
DaVinci Resolve Used For Global Collaboration on Tony Foster Documentary
Brie Clayton June 8, 2026
0 Comments
DaVinci Resolve Studio and Blackmagic Cl...
08/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/06/2026
Plus, 20% off TVs ahead of kick-offMonday 8 June 2026
Sky introduces Real Time...
08/06/2026
FOX Secures Live NFL Game Package in Mexico Starting in Fall 2026 Agreement Features Thursday Night Football, Sunday Games Package, Thanksgiving Day Games, al...
08/06/2026
FOX One, FOX Sports and Indeed Name Austin Franklin and Kevin Akoto as FOX One C...
08/06/2026
Meet us on the show floor
Stand #286310 Discover Nara, the media management tool used by major facilities including Harbor and Molinare.
Nara v2 introduces re...
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.
