AWS Graviton Customers

More and more businesses are using AWS Graviton-based Amazon EC2 instances to run and scale their infrastructure cost-effectively. Here are some examples of how customers and partners have achieved their business agility, price performance, cost savings, and sustainability goals with AWS Graviton-based instances. Use the filter to find a desired quote, and click the link to read the full quote.

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Ably provides a pub/sub messaging service at the edge that often runs tens of millions of concurrent, long-running WebSocket and HTTP streaming connections. It powers live and collaborative applications on millions of simultaneously connected devices.

“We migrated a majority of our Java, Ruby, and Go-based Ably platform to Graviton-based instances and realized up to 40% better price performance over comparable x86-based instances. The entire migration was mostly seamless. It took about a couple of months of effort by a single engineer to update our CI system to support dual architectures and ensure that the library dependencies were available for Arm64 architecture. Most importantly the migration met the real-time performance benchmark that our customers have come to depend on. We are pleased with the results we achieved.”

Lewis Marshall, Distinguished Engineer, Ably


In Search of Optimal HPC Solutions: ADRO's migration to AWS and Amazon EC2 Hpc7g instances

Learn how ADRO, a company that designs vehicle body kits using computational fluid dynamics (CFD), can now complete CFD simulations in three hours (vs. three days).
“Aerospike is excited to have their customers use the recently launched Amazon EC2 I4g storage optimized instance family. Our customers make use of the existing i3 and i4i storage optimized instance families, which deliver high performance local NVMe storage and come with the disk to memory ratios that work well for our Hybrid Memory Architecture TM. Aerospike, supports the AWS Graviton processor platform. In our testing of the Graviton2, for CPU bound workloads, we found a 1.6x improvement in price performance. We’re excited by the launch of I4g instances and look forward to have customers obtain the price performance savings.”

Srini Srinivasan, Chief Technology Officer and Founder - Aerospike

Anbox Cloud
“Canonical launched the Anbox Cloud Appliance in AWS Marketplace to give developers a simple way to prototype, develop and run Android in the cloud. Anbox Cloud now supports Amazon EC2 G5g instances and provides a complete solution that works seamlessly with the Android software stack to virtualize mobile apps, including games, and stream them securely at scale to mobile devices. With Anbox Cloud and G5g instances, customers can stream up to 55 individual sessions at 720p and 30 fps with up to 20% lower cost over comparable x86-based GPU instances.”

Simon Fels, Engineering Manager for Anbox - Canonical

Annapurna Labs

Annapurna Labs, an Amazon company, is the chip development arm of AWS responsible for designing the AWS Nitro System, AWS Graviton processors, AWS Inferentia chips, and AWS Trainium chips. 

“At Annapurna Labs, we have been running almost all of our chip simulations and verification up till now on Graviton2-based R6g instances. With the new X2gd instances, we are able to double the number of full chip and cluster level simulations for same instance size, allowing us to do twice the output while reduce costs at the same time."

Nafea Bshara, Vice President, and Distinguished Engineer at Annapurna Labs


As a dedicated simulation solutions provider, Ansys leads the industry in physics-based and multiphysics simulation, supporting transformational product development for customers across industries.

“As engineers and designers face increasingly complex problems, cloud computing helps lower the barrier of access to high-performance computing, allowing users to solve problems faster. Ansys has also been focusing on green computing initiatives with the goal of improving energy efficiency and reducing costs to customers. We benchmarked 35% better performance on AWS Graviton3-based C7g instances compared to the previous generation instances. With the support of LS-DYNA on the AWS Graviton3 processor, Ansys customers will get the best of both worlds – access to a world-class multiphysics solver without comprising on speed, and lower energy and costs.”

Prith Banerjee, Chief Technology Officer - Ansys


"Ansys is excited to support the LS-DYNA solver on the new Amazon EC2 Hpc7g instances, powered by Arm-based AWS Graviton processors. Mutual customers can expect a significant boost in compute performance at a lower cost while also saving energy, helping make progress toward achieving sustainability goals. Our internal benchmarks showed an average of more than 30% boost in performance over the previous generation due to increased vector operations and faster bandwidth across compute nodes."

Siddharth Shah, Principal Product Manager, Ansys


AppsFlyer empowers mobile app marketers with measurement, analytics, and engagement solutions.

“We have adopted Graviton-based Amazon EC2 instances for our Amazon EKS-based Kafka workloads. This new infrastructure enables us to handle millions of Kafka-based events per second while maintaining a storage capacity of around 1 petabyte of data at any given time. Comparing to our I3 instance-based solution, our Im4gn and Is4gen instance-based solutions have significantly reduced our costs and increased our data processing performance/vCPU, and network throughput. Migration was seamless and smooth, and it took us approximately 6 months to complete. We constantly strive to improve our technology and provide our customers with the best possible service. Graviton-based Amazon EC2 instances allow us to meet this goal by improving our technology and providing our customers with better performance, scalability, and cost efficiency."

Victor Gershkovich R&D Group Leader, Data & Application Platform, AppsFlyer

“Technology has become ubiquitous in all industries, driving the need for more compute products in less time while simultaneously using fewer resources to keep costs low. The design, verification, and implementation of silicon IP are the most critical phases between idea and a finished product produced in volume, and we have measured a performance uplift of 45% on EDA workloads when running on Arm-based Graviton2-powered X2gd cloud instances compared to previous generation X1 instances.”

Mark Galbraith, Head of Productivity Engineering, Arm

“Embedded software development for automotive software-defined functions such as ADAS, autonomous driving, and infotainment faces challenges. The differences between the development environment and the edge slow innovation and time to market due to the need to cross-compile and revalidate the software stack between the hardware platforms. By employing the SOAFEE framework running on Amazon EC2 G5g instances, powered by Arm-based Graviton2 CPUs and Nvidia T4G Tensor Core GPUs, automotive developers can be confident in having close alignment, or environmental parity, between car and cloud.”

John Heinlein, Vice President, Automotive Partnerships - North America, Arm

Arm Treasure Data

Arm Treasure Data Customer Data Platform (CDP) enables the unification of data from different sources and reduces the need for data cleaning and preparation. This big data heavy workload runs on AWS, supported by open-source middleware such as Presto. Based on internal tests, the Amazon EC2 M6g instances powered by Arm-based AWS Graviton2 processors provide 30% better performance and 20% better cost benefits compared to M5 instances.

Arup logo

"Arup is a global collective of designers, engineering and sustainability consultants, advisors, and experts dedicated to sustainable development and to using imagination, technology, and rigour to shape a better world. We use AWS to run highly complex simulations to help our customers build the next generation of high-rise buildings, stadiums, data centres, and crucial infrastructure, along with assessing and providing insight into urban microclimates, global warming, and climate change that impacts the lives of so many people around the world. Our customers are constantly demanding faster, more accurate simulations at a lower cost to inform their designs at the early stages of development, and we are already anticipating how the introduction of Amazon EC2 Hpc7g instances with higher performance will help our customers innovate faster and more efficiently."

Dr. Sina Hassanli, Senior Engineer, Arup

ascend money

Ascend Money is a Thailand-based regional fintech company in Southeast Asia offering innovative financial services across Thailand, Cambodia, Myanmar, Vietnam, Indonesia, and the Philippines. It serves over 30 million people through an e-wallet app and 50,000 agent networks. It utilizes cloud data and digital technologies to offer nano-finance and credit services that improve the quality of lives and create business opportunities for the financially excluded groups in society.

“We crunch a huge amount of data every day and leverage Amazon EMR and Amazon ElasticSearch to support complex use cases for financial services. We seamlessly migrated most of our Amazon EMR and Amazon ElasticSearch workloads to AWS Graviton2-based M6g instances from x86-based M5 instances within a week. This has resulted in 40% better price performance, including 20% lower cost per instance, without any major code changes. The savings achieved from this migration to Graviton2-based instances has enabled us to increase investment in our Big Data innovation roadmap to further our goal of enabling access to our innovative financial services for the underprivileged segments of the society.”

Peerawit Phuangkaeo, Head of Technical Operations, Ascend Money

Read the case study to learn more.

Cibo Labs

Barracuda security solutions are engineered for AWS and designed to support customers’ cloud journey. As part of the shared security responsibility model, Barracuda products leverage AWS services to enable companies to deploy a comprehensive security architecture and a more seamless experience across their cloud and on-premises environments, providing enhanced security against cyberattacks and advanced threats. Barracuda is an AWS APN Advanced Technology Partner and has achieved Security Competency Certification which means their solutions are well architected and pre-qualified by AWS.

“We continuously innovate to build new Barracuda solutions, and enhance existing services, on AWS. Leveraging AWS Graviton2 for both EC2 and RDS across a large number of our workloads has enabled us to realize significant cost savings without compromising performance. We will look to leverage additional AWS services built on Graviton2 as they become available!”

Daniel Spinner, Senior Manager of Centralized Operations


Beamr is a leading provider of image and video optimization solutions that enable professional photographers to improve their workflows, photo sharing services to improve UX and reduce churn, and video service providers to reduce storage and delivery costs.

"Beamr's JPEGmini software, written in C/C++, optimizes JPEG image files by reducing their file size without compromising quality. The application is a compute-intensive and includes functions for image decoding, image encoding, and a quality measure algorithm that analyzes various image attributes. Since the mobile version of this software runs on Arm processors, we decided to test its performance on AWS Graviton3-based Amazon EC2 C7g instances. Rebuilding our software to run on C7g instances took us one working day, and the results were promising. When running on C7g instances, we saw 30% improved performance over comparable x86-based instances. Based on these results, we plan to recommend to our customers to run the Beamr JPEGmini software on Graviton3-based instances once those become GA, and we plan to benchmark Beamr’s H.264 and HEVC video encoders on Graviton instances as well."

Dan Julius, VP R&D - Beamr


Beat Saves on Costs and Improves Database Performance Using AWS Graviton2 Processors in Amazon EC2

Learn how Beat migrated to AWS Graviton2 processors with minimal effort, and is seeing better performance and lower costs when it run its Amazon Aurora workloads.
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Cadence is a pivotal leader in electronic design, building upon more than 30 years of computational software expertise

“Cadence’s computational software heritage enables customers to turn electronic design concepts into reality across a variety of end markets, including hyperscale computing, mobile and 5G communications. We have successfully run our verification and library characterization products on the AWS Graviton2-based R6g memory optimized instances, delivering compelling price-performance benefits. The new Graviton2-based X2g instances have a much larger memory footprint, which will allow for more efficient runs and enable even more memory-intensive EDA workloads.”

Nimish Modi, Senior Vice President, Marketing & Business Development at Cadence


"CERFACS conducted a benchmark test on Amazon EC2 Hpc7g instances using our compressible 3D solver software, AVBP, which is widely utilized in academia and the energy and aerospace industries. AVBP is the cutting edge of simulation software that facilitates a better understanding of complex combustion phenomena, safety prediction, and design. Hpc7g instances significantly improve performance, with 1.8x acceleration per core, compared to the previous-generation instances based on AWS Graviton. Moreover, these instances exhibit near-linear strong scaling acceleration up to 10 nodes, resulting in a 186% increase in efficiency. This remarkable enhancement in computational power and speed can significantly reduce simulation time and costs, making AVBP simulations more accessible and efficient for researchers and industry professionals alike."

Gabriel Staffelbach, HPC Expert and Research Fellow, CERFACS

Cibo Labs

Cibo Labs is an agricultural data analytics company that brings a completely new approach to monitoring Australia's grazing lands, underpinning more profitable farms and more sustainable landscapes. Cibo Labs needed to process Terabytes of data to map the pastoral landscape in Australia, and their existing on-prem system was not able to handle the load and became unreliable.

“We were able to get 50% cost savings compared to our on-premises systems by running our data intensive satellite imagery processing application on AWS Graviton2-based R6g instances due to their superior performance. Adopting AWS Graviton2 required no code changes and the price performance benefits will now enable regular updates and quick turnaround on future product enhancements.”

Peter Scarth, Principal Research Scientist, Cibo Labs

Cibo Labs

As the largest continuous integration and delivery (CI/CD) platform, CircleCI is the central hub where developers seamlessly take ideas to execution, at scale. CircleCI is one of the few services to offer fully cloud-based Arm compute for CI/CD, allowing customers to build and test their applications for Arm without managing their own machines.

"The AWS Graviton2 instances make Arm-based CI/CD possible for the first time at scale. We needed a partner who could provide Arm-based compute with the capacity and reliability we require. With CircleCI’s Arm build fleet running on Graviton2, developers can build, test and deploy Arm-based applications in a truly serverless experience, without managing their own machines. By partnering with AWS, we’re able to bring that scale to the Arm developer community at a level not previously possible."

Tom Trahan, VP Business Development, CircleCI


CleverTap is an omni-channel customer engagement and user retention platform that helps brands create individualized experiences, drive user engagement, and delight customers through intelligent mobile marketing strategies and mobile app metrics. They have delivered over $2 billion in incremental revenue across 8000+ mobile apps.

"As an omnichannel customer engagement platform, our Java based analytics workload is extremely parallel and distributed in nature. In an effort to enable a remote compute farm to spin up and spin down on demand, we wanted to utilise instances which offered us a balance of compute and network throughput. Graviton2 powered instances (M6g/R6g) offered us both, while lowering our EC2 costs by 50 to 70% over comparable x86 based instances. We've had a smooth transition to Graviton2 powered instances, within two to three months."

Jude Pereira, Principal Architect, Clevertap

Learn how CleverTap Saves 20% with AWS Graviton and Data Lake on Amazon S3 for Petabyte-Scale User Retention Platform


CloudFix is the easiest way to fix your cloud cost issues. It just takes 5 clicks to save 10-20% on your AWS bill.

“We are really excited about the new Graviton3 processors given the amazing 25-35% higher performance that we are seeing in almost all cases. We recommend that everyone should move to Graviton3 for its amazing price/performance ratio and are really excited about the upcoming release of fixers that will help customers migrate their workloads over with a few simple clicks.”

Rahul Subramaniam, CEO - CloudFix


Confluent Cloud is a resilient and scalable cloud-native streaming data service based on Apache Kafka®. Confluent Cloud allows businesses to connect and process all their data in real time with a fully managed data streaming platform, powered by the Kora engine.

“At Confluent, we are constantly searching for ways to optimize the cost of running Kora while simultaneously sustaining the performance that Confluent Cloud is known for. Transitioning Kora to the Graviton-powered Amazon EC2 C6g and M6g instances was a critical step to help us achieve exactly that. We engaged with AWS Enterprise Support to help us migrate over 20,000 instances, and it took us 3 quarters to update our builds, test, and migrate our fleet. The combination of Kora’s resource-efficient design and AWS Graviton instances let us realize up to 20% price performance improvement and allowed us to pass on more savings to our customers.”

Chris Flood, Senior Software Engineer - Confluent


Coralogix is an in-stream data analytics platform that enables real-time insights and long-term trend analysis for all observability and security data with no reliance on indexing or storage.

“We have transitioned 500 ElasticSearch nodes that process 2PB of ingested data per month to R6g instances powered by AWS Graviton2. With this transition we achieved a 22% price reduction, 20% performance improvement, and 40% lower load on our indexing nodes over comparable fifth generation x86-based instances. The transition process took 240 working hours and included changes to our CI/CD pipeline and multi-arch Kubernetes image creation. Overall the transition to AWS Graviton-based instances helps us improve Coralogix’s business and technical KPIs. We managed to reduce Coralogix COGS (cost of goods sold) and improve the customer experience for running queries on our platform. As a next step, we plan to expand the use of AWS Graviton-based instances in other parts of our application and adopt the latest AWS Graviton3-based instances to gain even better business and technical benefits.”

Oded David, Head of DevOps - Coralogix


Cordial is a cross-channel messaging and data platform for customer-obsessed brands.

"We moved all core containerized workloads in Amazon EKS as well as non-containerized workloads, based on PHP, Python, Apache, and Nginx, to AWS Graviton2-based M6g, M6gd, C6g and C6gd instances. Our experience moving workloads to Graviton2-based EC2 instances was incredibly seamless—requiring just 5 days to get core, non-containerized applications functioning. In another 2 days, we were able to update CI pipelines to build multi-architecture images for containerized workloads. After transitioning to Graviton2-based instances, we observed a measurable drop in CPU utilization and better total runtime for identical applications resulting in a reduced instance footprint of 10-15%. The headroom in CPU utilization allowed us to more aggressively utilize data compression throughout our infrastructure and reduced our TCO by 87% over comparable x86-based instances. Based on our excellent experience with Graviton2-based EC2 instances, we are looking forward to certifying and migrating our MongoDB- and Elasticsearch-based data platform to AWS Graviton2."

Daniel Smith, Platform Strategy Director, Cordial

Corellium logo
“The challenge with developing software for mobile devices is that physical devices don’t scale, but emulators don’t provide the same performance or accuracy. Corellium creates virtual models of Arm-based devices and runs them on Arm-based servers in the cloud. With Amazon EC2 G5g instances, mobile developers can leverage Corellium software to create Arm-native virtual Android devices that combine the fidelity and performance of a real device with the convenience and scale of the cloud.”

Chris Wade, CTO - Corellium


Cribl LogStream is a purpose-built observability pipeline for logs, metrics, and traces that allows customers to shape, enrich, and route data where it has the most value – slashing costs, improving performance, and ensuring they always get the right data to the right destinations at the right time.

"The Amazon EC2 T4g and C6g instances powered by AWS Graviton2 are the most cost-effective way for us to run our Node.js-based observability pipeline workloads. Cribl LogStream Cloud was built and launched on AWS Graviton2 from day one. Adopting Graviton2 was easy, with adding support for Arm builds taking 1 man-week effort. By partnering with AWS to build on the Graviton2 platform, we're able to build a more cost-efficient service for our customers."

Ledion Bitincka, CTO & Co-founder, Cribl Inc


CrowdStrike is a global cybersecurity leader in cloud-delivered endpoint protection built from the ground up to stop breaches. CrowdStrike Falcon delivers full spectrum runtime protection and visibility for hosts and hosted containers leveraging a cloud-native platform and a single lightweight sensor, without requiring any additional deployments or integrations. AWS Graviton2 Arm64-based instances offer compelling performance and cost benefits which will help drive adoption across a much wider variety of workloads. Under the shared responsibility model, AWS customers require consistent and seamless protection across their Amazon EC2 compute fleet, regardless of the underlying processor architectures. That is why CrowdStrike is delighted to extend CrowdStrike Falcon protection and visibility for all Graviton-based EC2 instances.


CyberAgent is a Japanese internet media-services company operating a wide variety of web services in support of media, Internet advertising and game businesses.

“The CyberAgent Service Reliability Group performs verification of each web service are migrating multiple services from existing x86-based EC2 instances to AWS Graviton2-based instances. The dot money by Ameba award point exchange service was the first service to migrate. Adopting Graviton2 delivered total cost reductions of 50-60% from a combination of reduced development fleet size, and production service optimization using smaller instances that reduce costs while maintaining service performance. Based on this positive experience we look forward to adopting Graviton2 for additional services to drive additional cost savings.” 

Takuya Hasegawa, Engineer, Service Reliability Group, CyberAgent, inc.


Datadog is the monitoring and analytics platform for developers, operations, and business users in the cloud age. "We're excited the Graviton2 instances are now generally available. We've seen our own developer productivity increase as these instances have boosted the performance of key continuous integration pipelines by 50%," said Jimmy Caputo, Product Manager at Datadog. "With the Datadog Agent for Graviton / Arm, all AWS customers can use Datadog to monitor the Graviton2 instance performance alongside the rest of their infrastructure.“

Watch this video case study to learn more.


DIRECTV has been at the forefront of entertainment for nearly three decades. DIRECTV STREAM allows DIRECTV to focus on its customers, people, and vendors as it continues to deliver innovative entertainment experiences where, when and how people want it.

“We moved our Kubernetes nodes running DIRECTV STREAM microservices to Graviton2-based instances. These microservices are based on Golang and comprise a variety of domains such as Metadata Discovery, DVR Playlist, and Channel Authorization that serve as the core backend systems for DIRECTV STREAM and DIRECTV Everywhere. With the superior performance and lower per-instance cost of Graviton2-based instances compared to x86-based instances, we are estimating 25% lower operating costs for these microservices. It took us about 4 weeks to add support for Graviton2 to our lab and production Kubernetes environments, build pipelines, and development kits. Adoption was a seamless experience and we are in the process of migrating our fleet of over 700 microservices to Graviton2-based instances.”

Jonathan Tronson, AVP Software Engineering, DIRECTV STREAM


"We began using AWS Graviton2-based instances during our summer of major sports broadcasts including the Olympic Games Tokyo 2020. Graviton2 was used in our caching services for our front end Subscriber Management and the Media Asset Management platforms to reach 175M viewers with 7x better performance compared to the x86-based instances we were using previously. As Graviton2 has up to 40% better price performance, Discovery are investigating how to scale further adoption across other use cases."

Damien Frost, SVP, Global Infrastructure Services, Discovery


Doctrine cuts the cost of its research platform in half with AWS Graviton, without degrading performance

Learn how performance gains linked to a reduction in costs have enabled Doctrine to focus on their core business: putting artificial intelligence at the service of legal professionals.

Domo is the fully mobile, cloud-based platform that modernizes how businesses run by leveraging their data at cloud scale in record time.

"The Domo Business Cloud is purpose built to serve the fast-paced data intelligence needs of today’s businesses. We adopted AWS Graviton2-based instances for our application servers, data pipeline systems, and Kubernetes clusters currently running tens of thousands of pods. In about one month, we were able to migrate more than 50% of our EC2 footprint. This has resulted in a substantial decrease in median execution times for many of our workloads, allowing us to reduce our affected Amazon EC2 spend by 20% from a combination of direct cost savings and performance-enabled scale down. We’re now actively looking to transition additional Kubernetes clusters dedicated to advanced analytic workloads, queueing system servers, database servers and more!"

Riley Jenkins, Software Engineer, Domo

DoubleCloud Logo

Improving Price Performance by 15%–20% Using AWS Graviton with DoubleCloud

Learn how DoubleCloud in the software industry delivers flexibility and optimal price performance to its customers using AWS Graviton–based instances.
“Elastic is the leading data analytics platform for Observability, Security, and Search powered applications. At Elastic, we tested the i4g instances, the latest addition to the storage-optimized instances family, powered by AWS Graviton2 processors. Across the benchmarks that represent the performance of common use-case patterns of customers using Elasticsearch, we saw up to 35% better price-performance compared to the previous generation I3 instances. We are excited about the introduction of i4g instances which promises to provide improved price-performance for Elasticsearch users deploying on AWS.” 

Yuvraj Gupta, Principal Product Manager, Elastic


Encored Technologies successfully built an HPC on AWS for Weather Research & Forecasting

Learn how Encored Technologies leveraged Amazon EC2 Hpc7g instances, a purpose-built server resource offered by AWS for high performance computing (HPC), to build an HPC cluster for its weather forecasting system that helps predict renewable energy generation of plants.
Epic Games

Founded in 1991, Epic Games is the creator of Fortnite, Unreal, Gears of War, Shadow Complex, and the Infinity Blade series of games. Epic’s Unreal Engine technology brings high-fidelity, interactive experiences to PC, console, mobile, AR, VR, and the Web.

“As we look to the future and building increasingly immersive and compelling experiences for players, we are excited to use AWS Graviton3-based EC2 C7g instances. Our testing has shown they are suitable for even the most demanding latency sensitive workloads while providing significant price performance benefits and expanding what is possible within Fortnite and any Unreal Engine created experience.” 

Mark Imbriaco, Senior Director of Engineering at Epic Games

ESI 50 Year Anniversary logo

"ESI’s Virtual Performance Solution (VPS) allows car manufacturers around the world to develop new vehicles with minimal physical prototyping and still earn five stars on consumer safety tests. To do so, they perform many simulations on HPC environments. Through ESI collaboration with AWS, VPS is running on Amazon EC2 Hpc7g instances using AWS Graviton3E processors based on Arm CPUs. The initial performance results are positive: Both scalability and performance per core are very encouraging for an initial port with ESI VPS 2018. ESI anticipates that VPS running on AWS will deliver leading performance while optimizing energy consumption, making it a sustainable platform to further advance simulations for vehicle safety."

Jean-Christophe Allain, Sr. Product Manager, ESI Virtual Performance Solution


Exberry delivers a deep-tech asset agnostic trading infrastructure that offers turnkey solutions for exchanges, banks, digital securities and digital assets marketplaces. The cloud-native SaaS solution enables unrivaled matching and price discovery capabilities, reshaping what’s possible for marketplaces and exchanges.

“We deployed our Java-based Exberry Matching and Trading Engine running on Amazon Corretto to Amazon EC2 M6g and C6g instances powered by AWS Graviton2, resulting in 50% lower latency and 70% lower cost over comparable fifth generation x86-based instances. It took our team six hours to make the transition and no code changes were needed. With Graviton2-based instances, we were able to achieve impressive results with a single-digit microsecond round trip latency on the AWS cloud! The improved price-performance allows Exberry to offer even better and more competitive service to our customers. We are pleased with the results and the seamless experience, and look forward to extending the use of Graviton2-based instances to other services in our platform.”

Ronen Nachmias, Co-Founder & CTO, Exberry

Brown Creative Board Professional Portfolio Presentation - 2

Reducing Simulation Runtime Using Amazon EC2 Hpc7g Instances with Fairbrics

Learn how Fairbrics is accelerating the design of sustainable fabrics out of thin air (carbon dioxide) using Amazon EC2 Hpc7g Instances.

fluct is the largest ad tech company operating SSP (Supply-Side Platform) in Japan.

“We adopted AWS Graviton2-based C6gd instances for our Supply-Side Platform’s ad server based on CentOS 8, Go, and Erlang/OTP. It took about a month for validation and we realized 60% better performance over comparable x86-based instances. Most of our Graviton2-based instances are running on EC2 Spot and our total cost savings with Graviton2-based instances are around 40%-50%.”

Takuya Nishigori, Principal Engineer, fluct, Inc.


Formula 1 (F1) racing began in 1950 and is the world’s most prestigious motor racing competition, as well as the world’s most popular annual sporting series. 

“We had already seen that Graviton2-based C6gn instances provided us the best price performance for some of our CFD workloads. We have now found Graviton3 C7g instances to be 40% faster than the Graviton2 C6gn instances for those same simulations. We’re excited that EFA will be standard on this instance type, and given this much improved price performance, we expect Graviton3-based instances to become the optimal choice to run all of our CFD workloads.” 

Pat Symonds, CTO at Formula 1 Management.

Learn how Formula 1 can now set a simulation to run in the evening and have the results the next morning.

“Genymobile provides Genymotion, an Android as a service solution at an affordable price. With the release of Amazon EC2 G5g instances, we are able to go a step further by providing developers an Arm-native environment with hardware acceleration, enabling GPU-accelerated rendering and video encoding. Genymotion on G5g is our fastest and most accurate Android image so far. On top of that, our low-resource footprint implementation enables us to run over 60 Virtual Device instances on a single G5g server!”

Jean-Charles Leneveu, Product Manager - Genymobile


Globe3 ERP is a web based ERP solution that targets mid-sized Enterprises from the Trading, Construction and Service market. In using the Globe3 complete ERP functions to cater for the Mid-sized enterprises, they enjoy cost savings, secure data and backup on Globe3 AWS cloud platform.

"Graviton2-based instances have proven to be more efficient and scalable than comparable x86-based instances, allowing us to deploy our Globe3 ERP solutions to a larger number of customers on our AWS cloud platform. We have successfully migrated our core systems from r5.16xlarge to r6g.16xlarge Graviton2-based instances over the last few months and it has effectively provided us with cost savings of over 20% when compared to r5.16xlarge instances, with 20% performance improvement."

Mr. Chua See Lin, Managing Director of TNO Systems (Globe3 ERP)*


Established in 2016, Halodoc is an Indonesian healthtech startup offering medical teleconsultations, pharmacy delivery, and at-home lab services across Indonesia through its mobile application.

"We recently moved 80% of our compute workloads on AWS Graviton2 Amazon EC2 R6g and EC2 C6g instances and achieved 40% better performance with a 20% cost reduction compared to x86-based EC2 instances. With these results, we look forward to exploring the benefits of using Graviton2-based instances for Amazon EMR, Amazon ElastiCache, and Amazon RDS. "

Abhilash Ramakrishna, CTO, Halodoc

Read the details on how Halodoc improved its application performance and lowered costs by migrating to AWS Graviton3–based instances.

HERE technologies Logo

Improving Processing Speeds up to 50% Using AWS Graviton Instances with HERE Technologies

Learn how HERE Technologies, a location intelligence technology company, increased sustainability and performance using AWS Graviton–based instances. logo

Honeycomb develops an observability platform that enables engineering teams to visualize, analyze, and improve cloud application quality and performance.

“We're excited to have tested our high-throughput telemetry ingestion workload against early preview instances of Graviton3 and have seen a +35% performance increase for our workload over Graviton2. We were able to run 30% fewer instances of C7g than C6g serving the same workload, and with 30% reduced latency. Once this instance type reaches production, we believe we'll see over 50% price-performance improvement over Intel instances overall.”

Liz Fong-Jones, Principal Developer Advocate, logo
"Honeycomb develops an observability platform that enables engineering teams to visualize, analyze, and improve cloud application quality and performance. We were able to validate our Kafka workload against preview instances of the im4gn instance family. Without needing to modify our Confluent Platform configuration, we have seen a +43% price-performance improvement on im4gn.4xlarge for our workload over equivalent i3en.6xlarge instances. We're excited by the guaranteed high-network throughput and higher-performance cores, allowing us to better match the shape of our workload to available instance families."

Emily Nakashima, VP Engineering


Hotelbeds is the world's leading bedbank, redefining accommodation, transfers, activities and car rental products with a global network of travel distributors. Hotelbeds is constantly exploring new technologies to ensure they offer the best products and services to their customers. Hotelbeds were excited to test out the new AWS Graviton2 processors for one of the workloads developed using Java11 + SpringBoot2. Hotelbeds' initial testing shows that the Amazon EC2 M6g instances based on AWS Graviton2 deliver up to 43% better price performance vs. the current generation M5 instances. Based on these results Hotelbeds looks forward to using M6g instances as part of its Amazon EC2 infrastructure.

IBS Software

IBS Software Stays Agile and Accelerates Innovation for the Global Travel and Hospitality Industry with SaaS on AWS

Learn how IBS Software offers its SaaS solutions on the AWS Cloud for increased flexibility and agility, using AWS Graviton-based instances for lower costs and higher performance.

Accelerating the Ingestion of 33 TB/Day by 25% Using AWS Graviton Processor with Informatica

Learn how Informatica enhanced observability in cloud data management using AWS Graviton3 processors.

Scaling Up to 30% While Reducing Costs by 20% Using AWS Graviton3 Processors with Instructure

Watch or  read about how education technology company Instructure improved throughput by up to 30 percent using AWS Graviton–based Amazon EC2 instances.
“We are always looking for ways to streamline our cloud costs, and we tried Graviton2-based instances as they represent a big opportunity to improve the price performance profile for our workloads on Amazon EC2. We have benchmarked similar performance with Graviton2-based R6g instances for our Kafka service, at 20% lower cost compared to R5 instances. With these results, we look forward to exploring the benefits of Graviton2-based instances on additional workloads.”
Brendan Byrne, Director Cloud Engineering & Operations, Intuit

Jampp is a mobile app marketing company that helps mobile app advertisers acquire and re-engage their users globally. Jampp processes more than 2 million ad bid requests per second from 20+ different sources across the globe.

“We migrated several production workloads to AWS Graviton2-based instances, including the bidding service, data pipelines, databases, and internal tools. On average, we experienced 15% better performance for our workloads and a total cost saving of about 30% considering the lower per-instance cost and the fewer number of instances due to better performance. Our applications are primarily based on Python, Golang, NodeJs, and Docker. We use a lot of open-source software in Jampp, and we found that most of the services we used, such as Redis-cluster, Nginx, NodeJS, Prometheus, and Thanos, supported Graviton2 instances. The switch to Graviton2 was almost transparent in every case. We just needed some minor adjustments regarding dependency management to provision the corresponding Arm version of each tool. On average, it took us two weeks to migrate each workload to Graviton2 instances. We plan to move all our main services to Graviton2 soon, including EMR, TrinoDB, and several in-house applications."

Manickababu Muthu, CTO, Jampp

Learn how Jampp maximized the efficiency of its bidding system using AWS Graviton.

Jij logo

"Jij is a startup focused on addressing combinatorial optimization challenges using quantum technologies. We have conducted a benchmark analysis to solve an optimization problem that typically demands a significant amount of computational calculation time. Our results showed Amazon EC2 Hpc7g instances, powered by AWS Graviton3E processors, performed 1.6x better in speed compared to previous generation AWS Graviton2 based instances without changing any implementation. We are confident that this Arm-based device architecture will enhance the performance of solutions in industries such as logistics and telecommunications."

Kohji Nishimura, CTO, Jij


KeyDB is a high performance database compatible with the Redis™ API and focused on multithreading, memory efficiency and high throughput. KeyDB is excited to offer support for AWS Graviton2 instances and encourage users to see what a KeyDB + Graviton2 setup can offer. KeyDB testing has shown performance gains as high as 65% using AWS Graviton2-powered Amazon M6g instances compared to the latest generation x86-based M5 instances. KeyDB is proud to support the latest technology and provide the most powerful solutions available to its users.


LexisNexis Risk Solutions is a global data and analytics company that provides data and technology services, analytics, predictive insights, and fraud prevention for a wide range of industries.

"We tested our Java application based on OpenJDK8 on the Amazon EC2 M6g instances. This application handles a significant amount of encryption processes and is used to provide message level encryption to meet the security needs of our customers. Compared to our baseline C5 instance, the M6g instance was able to handle 30% more traffic. These are very exciting results."

Tim Miller, Senior Consulting Software Engineer - Health Care segment of LexisNexis Risk Solutions

Lightbits makes high-performance data storage simple, agile, and cost-efficient.

"We are excited to partner with Amazon Web Services to bring the full benefits of our software-defined data storage solution to AWS Graviton. Porting to Graviton2-based instances was much easier than we anticipated when taking into account the highly-optimized nature of Lightbits software. Early testing shows that Lightbits on Graviton2-based Is4gen instances can deliver up to 20% price performance improvement as compared to x86-based I3en instances. With AWS Graviton, Lightbits can deliver high performance, resilient data storage that is easy to use and provides greater efficiency to its customers." 

Muli Ben-Yehuda, Co-Founder and Chief Scientist at Lightbits Labs


Lightyear is a sustainability pioneer and innovative automotive startup in the Netherlands, designing a long-range solar electric vehicle that is grid independent and can be driven anywhere.

“We turned to AWS to run the Computational Fluid Dynamics (CFD) simulations needed to find the most efficient vehicle design.We use High Performance Computing (HPC) clusters with AWS Graviton2-powered Amazon EC2 instances for these simulations as they provide the best price-performance, the best performance-per watt and ensure that our design process is as green as the car itself. By adopting AWS Graviton2-based instances, we have reduced throughput time per simulation from one day to two hours, giving us the ability to run 10x more simulations and improve our vehicle design.”

Arjo van der Ham, Co-Founder & CTO, Lightyear
“As part of our continued effort to improve performance and reduce our TCO to maximize cost savings for our customers, we've actively benchmarked our OpenSearch workloads on AWS Graviton2-based Is4gen instances. These tests illustrated that with smaller clusters of Is4gen instances we were able to achieve optimal performance while yielding a 25% cost savings, compared to i3en instances. We are looking forward to moving all of our OpenSearch production workloads to Is4gen instances while working to benchmark additional workloads including our Kubernetes microservices and Kafka components.”

Jonah Kowall, CTO,


ManoMano is the European leader specialized in DIY, home improvement, and gardening online. It operates in six European markets with more than 5,000 seller partners, 16 million products, and 7 million active customers.

"At ManoMano, our platform strategy is to build a smart and responsible platform. We are building our next generation platform with more performance and sustainability in mind. One of our key results was the migration of x86-based instances to Graviton-based instances. We see up to 20% in performance gain and up to 40% in carbon footprint reduction. We started this project by migrating our EKS-based container and Amazon RDS-based database production workloads to Graviton-based instances. We then continued our migration by finding PHP, Java, NodeJS, Python, and Go based applications. Today, the migrated applications range from infrastructure stacks to frontend applications, and more than 200 microservices have been migrated in less than 6 months.

Fabien Lemarchand, VP of Platform & Security, ManoMano

mercado libre
"At MercadoLibre we operate more than 30 Apache Pulsar clusters consisting of thousands of instances. This distributed messaging solution powers our service to service communications, and handles more than 100 million messages per minute. We adopted AWS Graviton2-based EC2 C6g instances for this fleet of Pulsar brokers and also T4g instances for our Zookeepers. Compared to the EC2 C5 instances we were previously using, we are achieving 30% better price performance. Additionally, our C6g instance fleet has been able to better cope with spikes in traffic that would have caused stability problems in the past. The experience we had with AWS Graviton2-based instances was so seamless we have decided to assess the feasibility of moving even more workloads for other areas of the company."
Oscar Mullin, Director of Engineering, Core Services, DBA & SRE. MercadoLibre
Metro Weather logo

"Metro Weather's mission is to visualize wind conditions to ensure that people can make the right decisions for safe and effective operations for a variety of systems throughout the world. To serve that mission, it uses Doppler Light Detection and Ranging (LiDAR) and high performance computing (HPC) to measure live wind conditions and has developed a 3-dimensional (3D) wind monitoring system and a wind forecasting program. We are excited to have tested wind forecasting workloads on Amazon EC2 Hpc7g instances based on AWS Graviton3E processors and achieved up to 30% performance improvement over previous generation AWS Graviton2-based instances. Based on the impressive performance of Hpc7g instances it is clear that Arm CPU architectures have become a realistic choice for HPC. We expect AWS Graviton-based instances to contribute greatly to Metro Weather’s business."

Jun-ichi Furumoto, CEO, Metro Weather Co. Ltd.


Creating an Optimized Solution for Smart Buildings Using Amazon EC2 G5g Instances with Mircom’s OpenGN

Learn how Mircom modernized OpenGN’s single pane of glass and reduced infrastructure costs 30–40 percent using Amazon EC2 G5g Instances.

Mobiuspace is a startup that provides an advanced AI-based content discovery and entertainment platform. Mobiuspace recently tested its Java-based containerized backend services on the new AWS Graviton2-based Amazon EC2 M6g instances and observed a performance improvement of 40% compared to the M5 instances. Due to this performance improvement and the 20% lower price of Amazon EC2 M6g instances, Mobiuspace is looking forward to adopting them.

Read the case study.

Modern Electron

Modern Electron is a technology company focused on the decarbonization of heat and power. Our power products generate electricity from heat in furnaces and boilers; and our gas decarbonization products generate clean hydrogen for fuel blending in commercial and industrial heating.

"We use the simulation software WarpX, part of the Exascale Computing Project, to simulate our novel heat-to-electricity devices. In 2020, we began using Graviton2-based C6g instances to realize a 50% cost improvement over C5 instances. Recently we tested C7g instances with simulations we are currently running on C6g, and have seen computation speed improvements of another 50%. This gives us a significantly lower time-to-solution that greatly improves our rate of learning."

Peter Scherpelz, Senior Computational Physicist - Modern Electron

“Voice chat in video-game communities is essential for socialization and engagement, but suffers from rampant toxicity that harms players and increases churn. Modulate uses machine learning to proactively detect harassment and other harms in live voice conversations, creating a more safe and inclusive place for gamers to play. Amazon EC2 G5g instances are an essential backbone in Modulate's capability to offer realtime cost-effective voice moderation technology, and have reduced our machine learning inference costs by up to 70% ."

Carter Huffman, CTO and Co-founder - Modulate


Moonfrog Cuts Compute Costs by 40 Percent with AWS Graviton

Learn how Moonfrog is able to keep costs lean with AWS Graviton, and experiment faster and more extensively with new features that contribute to a smoother and more enjoyable gameplay.
National Australia Bank

NAB Saves Big Using Amazon EC2 Spot Instances and AWS Graviton

Learn how National Australia Bank is optimizing costs using Amazon EC2 Spot Instances and AWS Graviton processor, contributing to saving an estimated $1 million per month.

The National Supercomputing Centre (NSCC) Singapore was established in 2015 and manages the nation’s petascale facilities. NSCC’s high performance (HPC) resources support the research needs of Singapore’s public and private sectors, including research institutes, institutes of higher learning, government agencies and companies.

“As part of a trial we ran Gromacs benchmarks on AWS Graviton3-based Amazon EC2 C7g instances for molecular dynamics simulations and found that it outperforms comparable x86-based instances by 15-20% and the previous generation of C6g powered by AWS Graviton2 instances by 40%-50%. The benchmarking took just two days and was achieved without any specific performance tuning efforts using solely GCC 11.2.0 and ARM performance libraries. We are impressed with the performance AWS Graviton3 offers for HPC workloads.”

Jernej Zidar, Senior HPC Application Analyst - NSCC

"NAVITIME is the leading provider of navigation technology and services in Japan. We completed the deployment of 4 services, the common API, map data, tile map, and full-text search distribution services, running on x86-based instances to Graviton2-based M6g and C6g instances within just 3 months for the purpose of cost reduction. These services are running on Java8 and C/C++ applications with Amazon EKS/ECS. Migration to M6g instance provided up to 15% higher throughput at 20% lower cost. We are investigating additional workloads to migrate to Graviton2 instances."

Katsuhide Kayashima, senior engineer, NAVITIME JAPAN Co., Ltd.


NextRoll Inc. is a marketing and data technology company with a mission to accelerate growth for companies, big and small. Powered by machine learning, NextRoll’s technology gathers data, delivers reliable insights, and provides business with approachable tools to target buyers in strategic ways – all on one platform.

"We have found that Graviton3-based C7g instances are ideal for bidders, ad servers, and ElastiCache clusters. We are seeing about 15% more requests handled by C7g instances compared to Graviton2-based C6g instances. With C7g instances, we also observed up to 40% better latency. Based on these findings, we are looking forward to adopting AWS Graviton3-based C7g instances in production."

Valentino Volonghi, CTO - Nextroll


Nielsen is a global measurement and data analytics company that provides the most complete and trusted view available of consumers and markets worldwide. “Our OpenJDK based Java application is used to collect digital data, process incoming web requests, and redirect requests based on business needs. The application is I/O intensive and scaling out in a cost-effective manner is a key requirement,” said Chris Nicotra, SVP Digital, at Nielsen. “We seamlessly transferred this Java application to Amazon EC2 A1 instances powered by the AWS Graviton processor. We’ve since tested the new Graviton2-based M6g instances and it was able to handle twice the load of an A1. We look forward to running more workloads on the new Graviton2-based instances.”

“At, we want to offer mobile gamers the best experiences regardless of their smartphone hardware specs” said Rosen Sharma, President and CEO “There are two challenges in offering a cloud-based mobile gaming service. The first challenge is technical—for mobile gaming you need powerful GPUs and Arm-based CPUs working together. The second challenge is to be able to offer mobile gaming at a price point which makes the business viable. Amazon EC2 G5g instances are a major leap forward in both these dimensions, and we have been working closely with AWS to run NowCloudOS on top of G5g instances to bring these benefits to mobile gaming."

Rosen Sharma, President and CEO -


"It's such an obvious win, not only for Nubank but for Nubanks' customers and frankly for the planet."

Justin Gehtland, General Manager, VP of Engineering, Nubank

Learn more »

"Nulab is a software development company by and for creators. Our products — a project management tool called Backlog, an online diagramming tool called Cacoo, and a team chat tool called Typetalk — help teams around the world enjoy and simplify the creative process of bringing their ideas to life. Nulab migrated all of the Typetalk workloads from Amazon EC2 M5 to AWS Graviton2-powered M6g instances. As a result, the overall response time of production environment improved by up to 30%, and our annual EC2 costs were reduced by about 30%. The migration was quick, and Graviton2 exceeded our expectations. The Nulab team is excited about migrating even more workloads to Graviton2-based instances for price performance gains."

Hisatomo Futahashi, Site Reliability Engineer, Nulab Inc.


Onegame is a China-based interactive game entertainment platform, focused on overseas gaming.

“Recently, we deployed a new SLG game based on RabbitMQ and Java on AWS Graviton2-based Amazon EC2 M6g instances. After testing and verification, we found that the M6g instances provide 40% better performance and 20% lower price over same-sized M5 instance. And we can get further cost savings with Graviton2 Reserved Instances. In the future, we plan to migrate more workloads to AWS Graviton2-based EC2 instances.”

WeiJie Wang CTO of Onegame

Orca Security

Orca Security is the industry-leading agentless Cloud Security Platform that identifies, prioritizes, and remediates risks across your entire AWS environment.

“We have migrated hundreds of different databases to AWS managed services powered by AWS Graviton2 processors. This includes our Amazon OpenSearch Service, Amazon ElastiCache, and Amazon RDS. We use these services for our customers' cloud assets scanning pipeline to process hundreds of PB data per month. With Amazon EC2 R6g instances, we achieved between 5% to 10% price reduction, 20% performance improvement, and 40% lower load on our indexing nodes over comparable fifth-generation x86-based instances. These results help us improve our business and technical KPIs to reduce Orcas' cost of goods sold and improve our customer’s experience for running queries on our platform. We plan to expand Graviton-based Amazon EC2 instances usage in other applications such as our Kubernetes clusters and adopt the latest Graviton3-based Amazon EC2 instances to gain more business and technical benefits.”

Arie Teter, VP R&D, Orca Security


Panopto helps businesses and universities create secure, searchable video libraries of their institutional knowledge. Since 2007, the company has been a pioneer in video capture software, video management, and inside-video-search technology. Today, Panopto’s video management system is the largest repository of expert learning videos in the world.

“We are always looking for cost optimization and performance improvement opportunities for key workloads in Amazon EC2. To achieve this goal, we tested and eventually adopted AWS Graviton2-based R6gd instances for our large scale Java-based Solr Cloud search workloads. It took us under a month to migrate, benchmark, and push these workloads to production on AWS Graviton2. This Graviton adoption resulted in 30% cost savings including 10% performance improvement compared to x86-based R5d instances. Based on this positive experience, we are looking to move even more workloads to AWS Graviton-based instances.”

Zac Rumford, Principal Engineer - Panopto


ParkMobile is the leading provider of smart parking and mobility solutions in North America, providing a contactless way for millions of people to easily find, reserve, and pay for parking on their mobile device.

"Our Gated Parking Service allows our users to skip payment kiosks by having the ParkMobile app takeover the transaction through our ticket takeover solution. From our testing, after converting the Gated Parking Service over to Graviton2-based M6g instances, we were able to achieve the same performance with 50% fewer instances leading to a 46% lower cost compared to our previous M5a Amazon EKS clusters. Our goal at ParkMobile is to eventually move all our cloud services to Graviton2-based EC2 instances. Once realized, we expect to see similar price to performance gains through out our environment post migration."

 Integrations and SRE Teams

"As Parkmobile continues it's growth trajectory, we're always looking for ways to optimize our compute and costs. The Graviton 2 processors and intances types check all those boxes for us. We're excited for the offering and we're looking forward to our full scale adoption as our tooling and industry move more and more towards ARM based solutions."

Chris Salomon, Director, Software & Cloud Engineering, ParkMobile

Partec logo

"ParTec helps customers pioneer supercomputing of the future. As such, we're pleased to see Amazon EC2 high performance computing offerings expanding with the launch of Amazon EC2 Hpc7g instances based on AWS Graviton3E processors. Our customers are exploring this architecture to implement the most advanced HPC systems. We evaluated the performance building blocks of application benchmarks used in large-scale HPC implementations targeting Arm CPU technologies. In initial tests, ParTec recorded a 1.38x increase in high performance LINPACK (HPL) performance when comparing results using all 64 cores of both new and previous-generation instance types. We observed improved network performance with a latency decrease of 1.2x, and a bandwidth increase of 2.3x for the OSU low-level network benchmark."

Dominik Ulmer, Chief Customer Solutions Officer, ParTec


“Through our adoption of AWS Graviton, we're able to do more with less. We get more performance, we get better cost efficiency, and we have the ability to do that by reducing our carbon footprint.”

Sierra Hutto, Senior Technical Program Manager, Pinterest

Learn more »


Plurk develops and operates a social media site that allows people to showcase the events that make up their life in deliciously digestible chunks. As part of its stack Plurk operates a Memcached fleet to ensure a great user experience. Plurk is born in the cloud, and has been running Memcached on Amazon EC2 instances since its early days. When Plurk heard about AWS Graviton2 it was excited to see how it would perform for the Memcached workload fleet. The transition to AWS Graviton2-based EC2 instances has been seamless and Plurk reduced its processor load by 15% and cost by 20%. Based on this positive experience, Plurk is evaluating other workloads to transition to AWS Graviton2 for additional price/performance benefits.


Polygon (originally known as Matic Network) is a leading Ethereum based scaling platform with cutting edge zero knowledge technology to onboard the next billion users to Web3.

"Our blockchain nodes, web applications, and automation are built using Golang, Nodejs, Python, and Rust. Most of our workloads are processing large scale transaction volumes. As early as 2021, we’ve seen large growth in transaction volumes, so we needed to increase processing performance while maintaining costs. When we benchmarked our applications on Graviton-based Amazon EC2 C7g, C6g, and R6g instances against comparable x86-based Amazon EC2 instances, we observed 30% higher performance and throughput, along with 30% lower costs. We have custom blockchain nodes software that extract performance from the CPU architecture. The availability of arm64 based images for our software resulted in a seamless migration to Graviton-based instances. From benchmarking to production, migration took us about 2 months. We also use Graviton-based instances across many workloads and AWS services, including Amazon RDS, Amazon OpenSearch Service, and Amazon DocumentDB. We are planning to scale all of our upcoming services and applications to run primarily on Graviton."

Vince Reed, DevOps Director, Polygon Technology


ProSiebenSat.1 Media SE is a German digital and media company focused on entertainment, dating, commerce, and other ventures. Its wholly owned subsidiary, Seven.One Entertainment Group, offers viewers entertainment content across a variety of media technologies.

"The Seven.One Entertainment Group runs video transcoding, based on the open source tool ffmpeg, for on-demand content in Amazon EC2. In 2021, we switched to AWS Graviton2-based C6g instances and realized significant cost benefits over comparable x86-based instances. With C6g instances, we could also run more parallel transcoding tasks per EC2 instance, resulting in fewer instances and more cost savings. We have run transcoding tests with ffmpeg version 4.4.1 on the new AWS Graviton3-based C7g instances and benchmarked up to 40% faster performance compared to C6g instances. With a new build of ffmpeg version 5 using Arm64 optimizations, there are even greater performance gains, especially in near-live use cases. This enables to provide video on-demand content faster to our users."

Wolfgang Dworzak, Head of Video Engineering - Seven.One Entertainment Group GmbH

Quadrant provides location data and location-based business solutions that is fit for purpose, authentic, easy to use and simple to organise. The platform ensures the data is verified, trustworthy, and usable, allowing business, organizations and innovators to build tailored solutions for their data needs.

“We process huge amount of data every day leveraging Amazon EMR, and we migrated several of our EMR workloads from m5 instances to AWS Graviton2-based M6g instances seamlessly within couple of days. This resulted in 40% better price-performance over comparable x86-based instances, including 20% lower cost. And today, we run most of our EMR workloads on AWS Graviton-based EC2 instances.”

Sharique Azam, Head of Data Engineering,


Quantcast is a global adtech company based in San Francisco, CA and are the creators of an innovative intelligent audience platform that empowers brands, agencies and publishers to know and grow their audiences.

“We adopted AWS Graviton2 powered EC2 R6gd instances for our Go-based custom key-value database called Kamke. It took us about a month to move our workload to R6gd instances, and we realized 40% better price performance over comparable x86-based instances. In the coming weeks, we are moving more workloads to Graviton2-based EC2 instances, including our Real Time bidding stack and our custom load balancers.”

Jackson Newhouse, Principal Engineer, Quantcast

Learn how Quantcast used AWS Graviton2 processors to cost-effectively deliver the performance and latency its customers expect from its advertising, reporting, and planning solutions.


Raygun provides visibility into how users are really experiencing software thereby enabling its customers to detect, diagnose and resolve issues with greater speed and accuracy. For Raygun's compute centric .NET Core based workloads that were tested on the new Graviton2-based M6g instances, Raygun is excited to see a 30% performance gain over the existing 5th generation instances are currently used in production today. In this challenging climate Raygun's focus is to look for cost efficiencies, so Raygun is very excited about being able to utilize these instances in production now they are generally available.


Razer Achieves Over 70 Percent Cost Savings in Compute Spend Using Amazon EC2 Spot Instances and Amazon ECS

Learn how Razer used AWS Graviton-based instances and Spot instances to handle the daily cycle of traffic needs and achieved good performance for its users at an affordable rate.

Redbox is America’s leading source for affordable new release movie rentals and TV shows, without a subscription. Redbox operates more than 41,500 conveniently located, self-service entertainment kiosks and run nightly inventory forecasts to ensure customers get the movies they want, when they want them. The forecasting algorithm is mostly compute bound and runs on C5 instances today. When Redbox saw the AWS Graviton2 announcement they were keen to test the new Amazon EC2 M6g instances to see how they perform for this use case. Comparing m5.2xlarge vs m6g.2xlarge Redbox found the performance was almost identical but the M6g is 20% lower cost. Redbox is impressed that Graviton2 is trading blows with x86 in the server space.

Rescale logo

"Rescale is a technology company that builds cloud software and services that enable organizations of every size to deliver engineering and scientific breakthroughs that enrich humanity. Lower latency and improved internode network performance are crucial to HPC applications. The ability to rapidly iterate and improve product design using CFD is important to our customers, who also increasingly care about environmental sustainability in addition to performance and flexibility when utilizing the cloud. Rescale is excited about Amazon EC2 Hpc7g instances with more floating-point performance and more EFA bandwidth. We're already anticipating how the introduction of Hpc7g instances' better price performance combined with the energy efficiency of AWS Graviton processors will take CFD and a host of real-world production HPC workloads further."

Mulyanto Poort, VP of High Performance Computing, Rescale

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"RIKEN and AWS collaborate in joint research for the establishment of a software environment on AWS where we can transparently and efficiently develop and execute applications created on the Fugaku platform, as part of our activities to digital transformation of the science platform into 'Virtual Fugaku.' We have already confirmed that multiple Fugaku applications provide excellent performance on the AWS Graviton3E processor in the AWS Cloud environment. We are confident that Amazon EC2 Hpc7g instances must be the key service that will greatly accelerate our collaboration. Furthermore, we expect Hpc7g to be an important foundation for expanding the Arm ecosystem pioneered by Fugaku into the HPC world."

Prof. Satoshi Matsuoka, Director, RIKEN Center for Computational Science (R-CCS)

Ronin logo

"RONIN works with many research institutes around the world and have integrated Amazon EC2 Hpc7g instances in its platform to add an Arm-based instance to its broad choice of Amazon EC2 instances. This will allow our academic and scientific users to port or run their workloads on AWS Graviton3 and Graviton3E processors and be able to benefit from a very effective price/performance HPC environment. Our HPC customers are always seeking more efficient computing infrastructures, more sustainable, and Hpc7g instances based on Graviton3E processors using an Arm-based Arm64 RISC architecture, will help reach this goal." 

Byron Low, COO, RONIN

Rooter Sports

Rooter Sports is India’s leading game streaming platform for more than 500 million gamers and sports fans, with a vision to become India's largest sports community.

"Video processing and streaming are the key workloads for Rooter. Video transcoding using FFMPEG is CPU-intensive, and by running it on AWS Graviton2-based EC2 C6g instances, we saw an average of 30% price performance improvement compared to x86-based C5 instances. Scalability on Graviton was only limited by the number of Kubernetes PODs per node, rather than CPU utilization, which remained 20% lower compared to x86-based instances. We started with a 2 node cluster, but scaled out rapidly. The few blockers we faced, such as Arm-compatible EFS (Elastic File Store) drivers, were quickly resolved by working with AWS. Once we gained confidence, we also started using Graviton instances to run self-managed Spark cluster, that uses Java (JDK8). The entire migration was done by our SRE team with minimum help from the development team. It took them 1 week to move the workload to AWS Graviton2, including the time taken for initial setup, load test, and final migration."

Adhikaar Marwaha, Backend Lead - Rooter Sports.

"We chose AWS Graviton for SAP HANA Cloud. From a business point of view, the result that we are seeing in the actual deployments is an up to 35% performance or price performance improvement for analytical workloads."

Stefan Baeuerle, SVP, Head of Database, SAP

Learn more »

"S-Cube is a high growth technology company setting the pace in game-changing FWI (Full Waveform Inversion) algorithms for subsurface energy resource applications. We benchmarked our next generation optimization toolbox, X-Waveform Inversion, on AWS Graviton2-based C6g instances and the results far exceeded our expectations. The C6g instances performed 30-45% faster than C5 instances on a per vCPU basis. This better performance, combined with 20% lower cost of C6g instances compared to C5 translates into a 65-80% better price performance."

Tim T.Y. Lin, Principal Cloud Developer, S-Cube

Sensor Tower Logo

Optimizing Price Performance Using AWS Graviton–Based Instances with Sensor Tower

Learn how digital intelligence and analytics company Sensor Tower boosted price performance and fueled innovation using AWS Graviton–based instances.
Siemens logo

"Siemens and AWS have collaborated closely to enhance the scalability of Simcenter STAR-CCM+, enabling it to seamlessly run on a wide range of CPU and GPU instances. Our unwavering dedication to empowering simulation engineers with cutting-edge HPC technology is reflected in the launch of Simcenter Cloud HPC, which seamlessly connects Simcenter STAR-CCM+ to HPC on the cloud. We recognize the importance of reducing carbon footprint, and we're proud to offer our customers the latest generation of Amazon EC2 instances powered by Arm-based AWS Graviton processors. These, combined with the exceptional parallel efficiency of Simcenter STAR-CCM+, help minimize energy consumption while delivering high-performance engineering simulations."

Jean-Claude Ercolanelli, Senior Vice President, Simulation and Test Solutions, Siemens


Singular is the leading solution for next-gen attribution and analytics. Singular’s platform helps marketers drive faster growth with mobile attribution, cost aggregation, and integration with popular BI tools.

“We moved our most important business-critical workloads, including real-time processing pipeline, streaming applications, and distributed databases, to AWS Graviton2-based M6g and R6g instances. These workloads are based on Java, Golang, and Python, and include a large-scale Apache Druid cluster. With this migration, we were able to gain 20% price reduction while improving performance by 15%, resulting in a combined 35% efficiency improvement over comparable x86-based instances. The Graviton2 adoption experience was quick and straightforward. Migrating each workload took a few days, and no code change was required. The build and test pipeline required minimal changes to support the Arm architecture. Based on this positive experience, we plan to migrate up to 70% of Singular’s workloads to Graviton2-based instances in 2022.”

Eran Friedman Co-Founder & CTO, Singular


SmugMug operates two very large online photo platforms, SmugMug and Flickr, enabling more than 100M members to safely store, search, share, and sell tens of billions of photos. The company facilitates the sale of digital and print media for amateur and professional photographers. 

"We were an early adopter of Graviton instances, starting with Amazon EC2 A1 instances. Today, we have our PHP-based photo-serving app tier running on AWS Graviton2-based Amazon EC2 M6g and C6g instances using Spot. It's not very often that a piece of technology comes around that enables you to get 40% better price performance just by recompiling. Moving to AWS Graviton2-based instances required minimal code changes; it just worked! We intend to migrate the vast majority of our workloads to AWS Graviton2 within the year and one of our next steps will be to move our caching servers to r6gd.”

Shane Meyers, Principal Operations Engineer, SmugMug


SmugMug operates two very large online photo platforms, SmugMug and Flickr, enabling more than 100M members to safely store, search, share, and sell tens of billions of photos. The company facilitates the sale of digital and print media for amateur and professional photographers. 

“SmugMug operates two very large online photo platforms, SmugMug and Flickr, enabling more than 100 million members to safely store, search, share, and sell tens of billions of photos. Last year we were able to transition our caching servers to r6gd.8xlarge instances with a simple recompile and are enjoying a 33% price benefit and improved latency. The large memory footprint of the new X2gd instances allows us to consolidate our caching on instances that closely match our workload, lowering our cost per instance and cost per GB of RAM by an additional 28%.”

Andrew Shieh, Director of Operations at SmugMug

Snap Inc

Snap Inc, known for its popular social media services such as Snapchat and Bitmoji, adopted AWS Graviton2-based instances to optimize their price performance on Amazon EC2.

"We trialed the new AWS Graviton3-based Amazon EC2 C7g instances and found that they provide significant performance improvements on real workloads compared to previous generation C6g instances. We are excited to migrate our Graviton2-based workloads to Graviton3, including the messaging, storage and the friend graph workloads."

Aaron Sheldon, Software Engineer - Snap


Splunk is the world's first Data-to-Everything™ Platform designed to remove the barriers between data and action, so that everyone thrives in the Data Age.

“We run C/C++ based workloads for indexing and searching event data. Our workload is CPU bound and benefits from high capacity and low latency SSD storage. When evaluating the new Im4gn/Is4gen instances powered by AWS Graviton2, we observed an up to 50% decrease in search runtime compared to I3/I3en instances, which we currently use. This makes Im4gn and Is4gn instances a great choice for running our storage-intensive workloads with significant price performance benefits.”

Brad Murphy, Vice President, Cloud Operations & Infrastructure, Splunk


As the only unified customer experience management platform (Unified-CXM), Sprinklr helps the world's largest and most valuable companies make their customers happier across 30+ digital channels — using industry-leading AI to create insight-driven strategies and better customer experiences.

"We benchmarked our Java-based search workloads on Amazon EC2 Im4gn/Is4gen instances powered by AWS Graviton2. Smaller Is4gen instances offer similar performance compared to larger I3en instances, presenting an opportunity to meaningfully reduce the TCO. We also saw a significant 50% reduction in latency for queries when moving our workloads from I3 to Im4gn instances, indicating a significant 40% price performance benefit. Moving to Graviton2-based instances was easy, taking 2 weeks to complete benchmarking. We are very happy with our experience and look forward to running these workloads in production on Im4gn and Is4gen instances."

Abhay Bansal, Vice President of Engineering, Sprinklr.

Read the case study.


As the only unified customer experience management platform (Unified-CXM), Sprinklr helps the world's largest and most valuable companies make their customers happier across 30+ digital channels — using industry-leading AI to create insight-driven strategies and better customer experiences.

“We run a wide variety of workloads on AWS Graviton-based instances for their significant price performance benefits. After the announcement of AWS Graviton3, we benchmarked our workloads on the new Amazon EC2 C7g instances and observed 27% better performance compared to the previous generation instances. Based on these results, we are looking forward to adopting AWS Graviton3-based instances in production.”

Jamal Mazhar, VP Infrastructure and DevOps - Sprinklr


As the only unified customer experience management platform (Unified-CXM), Sprinklr helps the world's largest and most valuable companies make their customers happier across 30+ digital channels — using industry-leading AI to create insight-driven strategies and better customer experiences.

“Sprinklr provides a unified customer experience management (Unified-CXM) platform that combines different applications for marketing, advertising, research, customer care, sales, and social media engagement. As a cloud-first company, Sprinklr is always looking to improve efficiency and optimize its cost savings. Sprinklr’s datasets require very low I/O latency and need high performance. After testing out, Amazon EC2 I4g instances, Sprinklr is seeing on average a 12% improvement in overall performance and up to 27% in some cases versus Amazon EC2 I4i instances. Sprinklr is looking forward to taking advantage of the compute price performance of Amazon EC2 I4g instances to provide faster results for their customers while optimizing costs.”

Abhay Bansal Senior Vice President of Engineering - Sprinklr


STACS (Hashstacs Pte Ltd) is a Singapore-based FinTech company focused on environmental, social, and governance (ESG) FinTech.

“At STACS, we consistently look to increase performance while scaling our smart contract platform, Vetta, which delivers digitalization and automation for the financial sector using multi-asset lifecycle management. Vetta runs private blockchain networks based on Hyperledger Besu on Amazon EKS. We were able to migrate our pipeline to Graviton2 instances using multi-architecture docker images within a week. We leverage Amazon EC2 Graviton-based M6g instances to realize significant cost savings while allowing us to get a 30% performance improvement versus our prior M5 instances. At STACS, we are looking forward to migrating additional workloads to Graviton in the future to take advantage of the cost savings and performance improvements.”

Jin Ser, Director of Engineering, STACS


Supabase is a YC-incubated startup that offers developers an open-source alternative to Google’s Firebase.

"At Supabase, we are always looking for innovative ways to boost performance and reduce costs to differentiate our offerings. We moved our Postgres and API server workloads to AWS Graviton2-based T4g instances from T3a instances and saw 28% better performance at 10% lower cost per instance. Adopting AWS Graviton2 was easy. It took just under a week with one lead engineer to run our workloads on T4g instances. Graviton2-based instances provide the ideal combination of superior performance and lower cost, and AWS is the only major cloud provider with Arm-based instances. We are looking forward to adopting AWS Graviton2-based instances for an even wider set of workloads to further improve the price performance of our workloads.”

Anthony Wilson, Co-founder & CTO, Supabase


Supership enables enterprise digital transformation with one-stop solution for collecting, analyzing data scattered throughout the company, and automating them with AI technology.

"We had two major challenges in business - to reduce large number of lightweight web application infrastructure cost and to improve mass data processing performance. For lightweight web applications, we could see ~40% higher request-per-second performance at lower cost on m6g.large comparing to m5.large. As mass data processing performance, we tested Elasticsearch7.3/OpenJDK11 workload on c6g.xlarge up to c6g.8xlarge and confirmed ~40% better price performance compared to C5 instances. It was easy to transition most of our workloads from x86 to Arm-based AWS Graviton2. Most of processing systems could be built without any special effort."

Yutaka Nakano, Data Solution Studio Engineering Group II, Supership Inc.


As an S&P 500 company, Synopsys has a long history of being a global leader in electronic design automation (EDA) and semiconductor IP and offers the industry’s broadest portfolio of application security testing tools and services

“Synopsys’ customers are increasingly leveraging cloud for scaling and accelerating applications across our portfolio for system-on-chip (SoC) design processes, including verification, library characterization, analog and digital design implementation flows. Our anchor products, such as Synopsys’ VCS functional verification solution, are optimized to use advances in hardware performance and memory introduced in AWS’s Graviton2-based X2gd instances, enabling our customers to accelerate SoC verification and design.”

Deirdre Hanford, Chief Security Officer, Synopsys


Taxilla Runs on AWS Graviton Processors to Halve Data Processing Costs

Learn how Taxilla gained a 50 percent improvement in price and performance versus previous usage of x86-based processors.

Teads is an adtech company founded in 2011, enabling advertisers and agencies to reach 2 billion unique monthly users in a brand safe environment. Teads partners with the leading marketers, agencies and global media publishers through a team of +1,200 employees in 30 countries.

"At Teads, being a cloud-native company, we are constantly looking to optimize costs, carbon footprint, and resource consumption. Our interest was piqued with the launch of AWS Graviton2 processors. As the starting point, we benchmarked and moved several non-critical workloads to Graviton-based instances in production. Given the superior performance and costs improvements obtained with AWS Graviton, we are now launching a large scale migration of our worldwide advertising delivery caching clusters fleet running on Amazon ElastiCache for Redis to AWS Graviton. This is the first milestone of the long-term plan to leverage as much Graviton as possible for managed services and also to support workloads on Graviton-based EC2 Instances. It will expand our computing fleet capacities and in the meantime improve our Cloud footprint."

Antoine Brechon, Engineering Manager - Infrastructure, Teads


Tealium connects customer data across web, mobile, offline, and IoT so businesses can better connect with their customers. Tealium’s turnkey integration environment supports more than 1,300 built-in connections, empowering brands to create a complete and real-time customer data infrastructure.

"Tealium relies on network-optimized Amazon EC2 instances for some of our most intensive real-time workload management applications. We observed up to 29% better performance in Amazon EC2 C7gn instances compared to Amazon EC2 C6gn instances. This improves our customer experience through lower load time for data queries and reinvestment of the cost savings to create more features and capabilities."

Capen Brinkley, Sr. SRE Manager / Architect, Tealium


As the world’s first Carrier for Work™, Tehama empowers organizations to quickly and securely enable their hybrid workforce through their all-in-one platform.

"Over a 3 month period, we successfully migrated 100% of our eligible compute workloads to Graviton-based Amazon EC2 instances with the goal of reducing our costs and carbon footprint.  We found the transition to Graviton to be so straightforward that we didn't require AWS support. The final result has our directories, routers, and microservices operating on a mix of Amazon EC2 C6g, T4g, and M6g instances across 11 AWS Regions. By adopting Graviton-based instances we observed a 30% improvement in price performance and a 29% reduction to our overall carbon footprint without compromise to the security, simplicity, availability, and capabilities that our global customers have come to expect from the Tehama platform."

Carson White, VP of Operations, Tehama

Tier IV
“Tier IV is the leading developer of Autoware, the world's first open-source software for autonomous driving. As part of our CI/CD loop, we were previously limited to evaluating the performance of our Yolo4 machine learning model on our in-car ROScube hardware. This has restricted the number of simulations that could be run concurrently. Since G5g instances feature the Arm-based Graviton2 processor and GPUs, we are able to leverage these instances to scale our CI/CD pipeline and run significantly more simulations iterations simultaneously, with unprecedented parity between cloud and embedded systems”

Eiji Sekiya, Director of Engineering, Tier IV

TotalCAE logo

"Our customers running CFD workloads are looking to rapidly iterate and improve their product design digitally. CFD workloads are highly compute intensive, and customers are seeking solutions that provide better price performance. With Amazon EC2 Hpc7g instances, powered by Graviton3E processors, customers can see up to 60% better performance over comparable previous-generation instances for CFD workloads. With CAE ISVs now supporting their CFD solutions on Arm architectures, we are excited to enable our customers with Hpc7g instances—another powerful alternative for accelerating innovation and scientific progress."

Rod Mach, President, TotalCAE


Tuya Smart offers a cloud platform that connects a range of devices via the IoT to make lives smarter.

“Our application is network intensive with a large number of persistent connections. We were amazed to see a 40% performance improvement for this application on AWS Graviton2-based Amazon EC2 C6g instances compared to x86-based instances. We have been running most of our production workloads on Graviton-based instances for over 1.5 years now. After the launch of AWS Graviton3-based Amazon EC2 instances, we benchmarked 15% performance improvement on general tasks and 50% on encrypt/decrypt intensive tasks compared to the C6g instances. We are looking forward to adopting the new C7g instances in production soon.”

Simon Shu, Senior Platform Technical Director - Tuya Smart

Twitter logo

Twitter is what’s happening and what people are talking about right now.

“Twitter is working on a multi-year project to leverage AWS Graviton-based EC2 instances to deliver Twitter timelines. As part of our ongoing effort to drive further efficiencies, we tested the new Graviton3-based C7g instances. Across a number of benchmarks that we've found to be representative of the performance of Twitter workloads, we found Graviton3-based C7g instances deliver 20-80% higher performance vs. Graviton2 based C6g instances, while also reducing tail latencies by as much as 35%. We are excited to utilize Graviton3-based instances in the future to realize significant price performance benefits."

Nick Tornow, Head of Platform, Twitter


Valnet Inc. is a digital media company that specializes in content distribution.

"With a portfolio of high volume sites like Screen Rant, TheGamer and CBR, a well optimized EC2 infrastructure is a fundamental part of our business. After benchmarking our most common workloads (NGINX, PHP, Redis) we found the new AWS Graviton2-based Amazon EC2 M6g instances demonstrated up to 30% increased performance over our current M5 fleet. We have since made a complete transition to M6g with 20% fewer instances, 20% lower cost for an overall 40% better price performance."

Stefan Sjogelid, System Administrator, Valnet Inc.


Vedantu offers live online learning where students can tap into a teacher directly and learn in a personalized manner, anytime and anywhere.

“With the Vedantu Improvement Promise, in case there is no improvement in a child’s academic progress within a year, Vedantu undertakes to return the course fee paid - no questions asked. To meet and exceed this promise, Vedantu’s online tutoring platform on AWS enables live interactive learning using two-way audio, video, and white boarding tools. Vedantu uses Graviton2-based M6g, C6g, and R6g instances to run transcoding and media processing workloads developed in Java and Node.js. With Graviton2-based instances, Vedantu realized significant performance improvement and a 30% cost saving compared to x86-based instances. We are now keen to move additional workloads to Graviton2-based instances in the near future.”

M. Sampath, Head of SRE, Vedantu


Viant is a leading advertising software company enabling ad buyers to plan, create, execute and measure their digital advertising investments through a cloud-based platform.

“We are extremely excited about AWS Graviton3 performance. As our application heavily relies on CPU vectorization, AWS Graviton3 SVE comes with substantial performance improvement over the AWS Graviton2 Neon extension. On production testing, we’ve seen ~45% performance improvement for heavy CPU workloads on AWS Graviton3-based Amazon EC2 C7g instances compared to AWS Graviton2-based C6g instances. AWS Graviton3 is going to be pivotal component for growing our platform and reducing operational cost.”

Adrian Witas, SVP Chief Architect - Viant

VorTech Water Solutions

VorTech Derisks Innovative Technology to Aid Global Water Sustainability Challenges Using Cloud-Native Simulations on AWS

Learn how VorTech, in the field of water and wastewater management, can create complex simulations as a startup using HPC on AWS.
The Water Institute

"The Water Institute is an independent, nonprofit applied research organization that works across disciplines to advance science and develop integrated methods used to solve complex environmental and societal challenges. The ability to make accurate, near real-time numerical weather predictions to aid decision making is important to our clients. We're excited to see Amazon EC2 HPC offerings continue to evolve with the launch of Amazon EC2 Hpc7g instances. With increased floating-point performance, higher efficiency using AWS Graviton3E processors, based on Arm architecture, and decreased internode latency using Elastic Fabric Adapter, we expect to continue to be able to deliver innovative and sustainable solutions across our computational portfolio."

Zach Cobell, Senior Computational Scientist, The Water Institute


Cost Savings of 20% and 8 Hours of Data Processing Saved across 500 Spark Jobs Using AWS Graviton2 Processors with Wealthfront

Learn how Wealthfront, an industry-leading automated wealth manager, saved 20 percent on costs and reduced runtime by 5 percent using AWS Graviton2–based instances.

WebBeds Reduces Costs up to 64% Using Amazon EC2 Spot Instances and AWS Graviton

Learn how WebBeds reduced its spending by going all in on Amazon EC2 Spot Instances. It received the same discount as with Reserved Instances but with zero cash out.
“At WePlay, we aim to build a cloud-native, decentralized, and character-identifiable virtual worlds. We are a cloud gaming platform, but not merely a cloud gaming platform. We utilize cloud gaming technology to bring all mobile gamers an unparalleled social experience. The biggest challenge we encountered was the compatibility of Arm-based apk files with today's available x86-based GPU-enabled instances. To translate Arm-based files into x86 and run them on x86 instances is not only more costly but ineffective. With the g5g instances, we can run Android games natively without a translation layer. We reduced our cost by about 30% compared to the g4dn.” 

Adrian Wang, CEO - Ready Player One Tech

Winzo Games

Winzo Games is India’s largest vernacular real money gaming platform, offering 70 thrilling games across various categories like strategy, card games, board games, Battle Royale and more.

"Winzo has developed games using node.js and deployed them in Docker containers using Amazon Elastic Container Service (Amazon ECS), which has been in use for more than 3 years. The significantly lower prices of AWS Graviton-based EC2 instances and the fact that we were able to benchmark the same performance compared to x86, were good reasons for us to proceed with the adoption of AWS Graviton-based instances for our workloads. Almost our entire Amazon EMR cluster runs on AWS Graviton-based instances today and we intend to gradually move all our databases (Amazon RDS PostgreSQL, MongoDB and Cassandra) onto AWS Graviton-based instances as well. Adoption was easy, with no software compatibility issues or extra code changes. We were able to quickly migrate 80% of our Amazon ECS workloads in just 2 months over 3 sprints."

Puneet Sharma, Engineering Leader in Winzo Games. is a platform that gives businesses the freedom to create, design, manage, and develop their web presence exactly the way they want.

“The data platform processes 40-50 TB of incoming data daily. This data platform uses 200 Trino nodes and 100 Amazon EMR nodes. We adopted Graviton-based instances with the goal of improving the price performance for these workloads. As part of the transition to AWS Graviton2-based R6gd and M6gd instances, we worked through Arm compatibility of 3rd party packages and needed minimal code changes. The transition to AWS Graviton2 took one month of effort by a single developer and overall helped us reduce the workload cost by 15% compared to the fifth generation x86-based instances we were previously using. As the next step we plan to migrate additional Trino clusters and Amazon EKS workloads to Graviton2-based instances.”

Valery Frolov, Lead Data Infra Engineer -

Wynk Music

Airtel Digital Ltd Lowers Compute Spend for Music Streaming Service by 70% Using AWS

Learn how Airtel Digital Ltd. transforms the cost-effectiveness of delivering Wynk Music by adopting services such as Amazon EC2 Spot Instances and moving to AWS Graviton Processors.

Yondu is a top IT solutions company wholly owned by Globe based in Manila, Philippines. It helps enterprises scale in the new digital economy by providing industry-standard, secure, and scalable solutions that create happier technological experiences.

“We have been leveraging Amazon Elasticache for Redis since 2019, for all of our in-memory caching workloads which helps accelerate our application and database performance for various workloads including real-time transactions, BI and analytics, session store and cache. Recently we migrated majority of our Elasticache to Graviton2-based R6g instances from x86-based R5 instances in just a few hours, by changing the instance types, with no incremental code change efforts, resulting in up to 55% price performance benefits. Currently, we run majority of our Elasticache workloads on Graviton-based instances, and we are already in the process of migrating our RDS MySQL, Aurora and containerized EC2 workloads to Graviton for further price-performance gains.”

Francis Valbuena, Technical Director - Yondu, Inc.


Zendesk Achieves 30% Performance Improvement and Reduced Carbon Emissions by Migrating to AWS Graviton Instances

Learn how Zendesk, a software company providing a complete customer service solution, improved performance by 30% and saved 42% per month by migrating to AWS Graviton instances.

Zomato Saves Big by Using AWS Graviton2 to Power Data-Driven Business Insights

Read the case study or the detailed technical blog post on how Zomato enabled faster decision-making based on real-time insights by improving query runtimes by 25 percent.
ZS Associates

ZS Associates is a global professional services firm that helps companies develop and deliver products for their customers.

“ZS’s SaaS platform and client solutions are powered by AWS Aurora for the relational data layer. We are continually on the lookout for ways to improved agility, security, and scalability while keeping operating costs in check. We adopted Graviton2-based instances for Aurora to optimize the infrastructure cost while keeping the performance intact, resulting in 10.5% cost savings. Migrating from existing x86-based infrastructure to Graviton2 was seamless process without any application redevelopment effort.”

Parikshit Nemade, Cloud Database Administration Manager, ZS Associates India Pvt. Ltd

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