NVIDIA A100 Tensor Core GPUs running on Supermicro servers have captured leading results for inference in the latest STAC-ML Markets benchmark, a key technology performance gauge for the financial services industry.
The results show NVIDIA demonstrating unrivaled throughput - serving up thousands of inferences per second on the most demanding models - and top latency on the latest STAC-ML inference standard.
The results are closely followed by financial institutions, three-quarters of which rely on machine learning, deep learning or high performance computing, according to a recent survey.
NVIDIA A100: Top Latency Results The STAC-ML inference benchmark is designed to measure the latency of long short-term memory (LSTM) model inference - the time from receiving new input data until the model output is computed. LSTM is a key model approach used to discover financial time-series data like asset prices.
The benchmark includes three LSTM models of increasing complexity. NVIDIA A100 GPUs, running in a Supermicro Ultra SuperServer, demonstrated low latencies in the 99th percentile.
Accelerated Computing for STAC-ML and STAC-A2, STAC-A3 Benchmarks Considering the A100 performance on STAC-ML for inference - in addition to its record-setting performance in the STAC-A2 benchmark for option price discovery and the STAC-A3 benchmark for model backtesting - provides a glimpse at how NVIDIA AI computing can accelerate a pipeline of modern trading environments.
It also shows A100 GPUs deliver leading performance and workload versatility for financial institutions.
Predictable Performance for Consistent Low Latency Predictable performance is crucial for low-latency environments in finance, as extreme outliers can cause substantial losses during fast market moves.
Notably, there were no large outliers in NVIDIA's latency, as the maximum latency was no more than 2.3x the median latency across all LSTMs and the number of model instances, ranging up to 32 concurrent instances.1
NVIDIA is the first to submit performance results for what's known as the Tacana Suite of the benchmark. Tacana is for inference performed on a sliding window, where a new timestep is added and the oldest removed for each inference operation. This is helpful for high-frequency trading, where inference needs to be performed on every market data update.
A second suite, Sumaco, performs inference on an entirely new set of data, which reflects the use case where an event prompts inference based on recent history.
Leading Throughput in Benchmark Results NVIDIA also submitted a throughput-optimized configuration on the same hardware for the Sumaco Suite in FP16 precision.2
On the least complex LSTM in the benchmark, A100 GPUs on Supermicro servers helped serve up more than 1.7 million inferences per second.3
For the most complex LSTM, these systems handled as many as 12,800 inferences per second.4
NVIDIA A100: Performance and Versatility NVIDIA GPUs offer multiple advantages that lower the total cost of ownership for electronic trading stacks.
For one, NVIDIA AI provides a single platform for training and inference. Whether developing, backtesting or deploying an AI model, NVIDIA AI delivers leading performance - and developers don't need to learn different programming languages and frameworks for research and trading.
Moreover, the NVIDIA CUDA programming model enables development, optimization and deployment of applications across GPU-accelerated embedded systems, desktop workstations, enterprise data centers, cloud-based platforms and HPC supercomputers.
Efficiencies for Reduced Operating Expenses The financial services industry stands to benefit from not only data throughput advances but also improved operational efficiencies.
Reduced energy and square footage usage for systems in data centers can make a big difference in operating expenses. That's especially pressing as IT organizations make the case for budgetary outlays to cover new high-performance systems.
On the most demanding LSTM model, NVIDIA A100 exceeded 17,700 inferences per second per kilowatt while consuming 722 watts, offering leading energy efficiency.5
The benchmark results confirm that NVIDIA GPUs are unrivaled in terms of throughput and energy efficiency for workloads like backtesting and simulation.
Learn about NVIDIA delivering smarter, more secure financial services.
[1] SUT ID NVDA221118b, max of STAC-ML.Markets.Inf.T.LSTM_A.2.LAT.v1
[2] SUT ID NVDA221118a
[3] STAC-ML.Markets.Inf.S.LSTM_A.4.TPUT.v1
[4] STAC-ML.Markets.Inf.S.LSTM_C.[1,2,4].TPUT.v1
[5] SUT ID NVDA221118a, STAC-ML.Markets.Inf.S.LSTM_C.[1,2,4].ENERG_EFF.v1
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...
08/05/2026
For the second straight year, Miri Technologies Inc. has been honored with a pair of coveted awards at the broadcast, media and entertainment industry's pre...
08/05/2026
Nine Alumni Nominated for Tony Awards More than 20 alumni contributed to this year's Tony-nominated productions.
May 7, 2026
By
Tori Donahue
Boston Co...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
08/05/2026
Liberty University on why broadcast technology isn't just a technical invest...
08/05/2026
COW Jobs: UGC, On-Camera Video Content
Brie Clayton May 7, 2026
0 Comments
UGC, On-Camera Video Content
April 17, 2026Documentary Editor - US,......
07/05/2026
Journalists reporting on Sudan are working in one of the most complex and fast-m...
07/05/2026
Multi-year partnership positions Victory+ as a free home for Dallas Cowboys orig...
07/05/2026
From sideline reporting to directing and producing, the talented sophomore is building a well-rounded foundation for a career in live sports production
In the ...
07/05/2026
Cobalt Digital has received two Future Best of Show awards at NAB Show 2026. The COBALT blueCORE platform was recognized by TV Tech, and the COBALT PACIFIC ULL-...
07/05/2026
ESPN analyst Mina Kimes will host the televised semifinals and finals of the 202...
07/05/2026
Bitmovin has announced that MUBI, the global film streaming platform, has selected Bitmovin as its cloud VOD encoding partner. Bitmovin's encoding infrastru...
07/05/2026
NBCUniversal Telemundo Enterprises and the U.S. Soccer Federation have announced...
07/05/2026
Angel City Football Club (ACFC) and Victory have announced a regional broadcast partnership bringing live match coverage to fans across the greater Los Angeles...
07/05/2026
Spiideo has announced the launch of AI Highlights inside Spiideo Play, its automated sports production platform. AI Highlights combines video, event data, audio...
07/05/2026
Leostream Corporation has announced a unified remote access ecosystem for high-p...
07/05/2026
The Atlanta Dream has partnered with Victory to stream all locally broadcast Dream games for free, expanding the team's digital distribution strategy and g...
07/05/2026
Riedel Communications has announced the appointment of Marc Engroff as Chief Fin...
07/05/2026
SES and ARD, Germany's largest public broadcasting network, have announced a long-term extension of their satellite distribution partnership through 2039. U...
07/05/2026
UpLight Technologies delivers a flexible video and lighting system for a new televised sportLaunching the Pro Cheer League required more than creating a compell...
07/05/2026
Full Day Productions and GSE Worldwide have announced Spikes Under the Lights, a...
07/05/2026
Seit dem Start im Jahr 2023 hat DJ (Beta) das personalisierte H rerlebnis von 94...
07/05/2026
Da quando stata presentata nel 2023, DJ (beta) ha aiutato a definire un'esperienza d'ascolto pi personalizzata per 94 milioni di utenti Spotify Premi...
07/05/2026
Since launching in 2023, DJ (beta) has helped shape a more personalized listenin...
07/05/2026
Desde o lan amento em 2023, o DJ (beta) j ajudou a deixar a experi ncia de ouvi...
07/05/2026
From our earliest days, Spotify has been built on a simple principle: Great audio should be easy to reach. It's what's driven us to expand from music to...
07/05/2026
Asian and Pacific Islander artists continue to shape the global soundscape, pushing creative boundaries and connecting with fans worldwide. This Asian & Pacific...
07/05/2026
Company announce long-requested choir instrument
In the latest expansion of their Symphonic Elements series, UJAM have introduced an all-new vocal instrumen...
07/05/2026
Modular-inspired sound generation with digital control
Buchla have introduced Ziggy, a new compact synthesizer built around the company's complex oscill...
07/05/2026
Combines analogue voices with digital synthesis and sequencing
Polyend have announced Drums, a new hybrid analogue and digital drum machine that combines sy...
07/05/2026
Control surface now officially supports four DAWs
When Nektar launched the Panorama CS12 control surface, it worked exclusively with Apple's Logic Pro, ...
07/05/2026
In the first quarter 2026, SGL Carbon generated consolidated sales of 184.5 million, which was 49.8 million, or 21.3%, lower than in the prior year (Q1 2025: ...
07/05/2026
Rohde & Schwarz and Greenerwave achieve precise and fast ESA antenna characteriz...
07/05/2026
Two multi-role L3Harris products - the Red Wolf launched effects vehicle and SK...
07/05/2026
L3Harris will be developing key features of a secure and resilient digital infra...
07/05/2026
Alysa Liu and Shohei Ohtani Help Drive Viewership as 91 of the Top 100 Broadcast...
07/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
07/05/2026
Cobalt Digital Wins Two Future Best of Show Awards at 2026 NAB Show
Manufacturer Recognized by TV Tech and TVBEurope for Innovation in signal processing
Cobal...
07/05/2026
Software and hardware platforms, AI power and user-friendliness on show...
07/05/2026
Intinor will demonstrate its latest technical enhancements for the Direkt series at BroadcastAsia 2026. With a continued focus on reliable contribution and remo...
07/05/2026
Bitmovin has announced that MUBI has chosen Bitmovin as its cloud VOD encoding partner, replacing MUBI's legacy on premises encoding setup to improve scalab...
07/05/2026
Meet Graduates from Berklees Class of 2026 Members of this years graduating class reflect on their proudest moments at Berklee and look ahead to whats next.
...
07/05/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
NVIDIA A100 Tensor Core GPUs running on Supermicro servers have captured leading results for inference in the latest STAC-ML Markets benchmark, a key technology performance gauge for the financial services industry.
