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GPU as a Service (GPUaaS) Market Size By Product (Software [Computer-aided Design (CAD)/Computer-aided Manufacturing (CAM), Simulation, Imaging, Digital Video, Modeling and Animation], Services [Managed Services, Updates & Maintenance, Compliance & Security]), By Application (Gaming, Design and Manufacturing, Automotive, Real Estate, Healthcare), By Service Model (SaaS, IaaS, PaaS), By Delivery Model (Public, Private, Hybrid), COVID-19 Impact Analysis, Regional Outlook, Growth Potential, Competitive Market Share & Forecast, 2022 - 2030

  • Report ID: GMI2143
  • Published Date: Jul 2022
  • Report Format: PDF

Industry Trends

GPU as a Service Market size exceeded USD 2 billion in 2021 and is expected to grow at a CAGR of over 40% from 2022 to 2030.

Increasing popularity of GPU high-performance computing, self-driven cars, and other high-end AI applications is driving the industry growth. With the rising uptake of cloud computing, GPUs are being deployed with server CPUs to accelerate applications and improve performance. Customization & operational characteristics of the GPUaaS have created growth opportunities. GPUaaS applications benefit from scaling to multi-GPU servers and then to GPU server clusters with network interconnects, thus augmenting the market statistics.

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The Russia-Ukraine war has adversely affected the supply chain of semiconductor chips, required for backend hardware of GPUaaS. Russia manufactures several raw materials for desktop chips such as aluminum, zinc, silver, and others. As of March 2022, Russia has a control of 3% - 4% of copper, 6% - 7% aluminum & nickel, and 14% - 15% of platinum. The disruption of raw materials will increase the market prices of GPU hardware components such as memory chips, heat sinks & fans, and printed circuit boards.

Improved programming control and enhanced automation to expand the GPUaaS CAD/CAM market in the UK

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In the UK, the CAD/CAM software segment is poised to generate USD 700 million revenue by 2030. The high demand for hardware performance among professional users (such as engineers and CAD designers) compared to gamers and general consumers is propelling the usage of GPUaaS across the CAD/CAM industry.

High scalability and easy orchestration are reshaping the GPUaaS public cloud delivery market in the U.S.

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The GPU as a service market demand from public delivery model segment in the United States is estimated to register gains of nearly 25% through 2030. Growth is driven by the wide gamut of functions offered by the public cloud model, ranging from basic storage, processing, and networking capabilities to artificial intelligence, Natural Language Processing (NLP), and standard office applications. The next-generation industrial solutions are focused on adopting GPU cloud-based technology to support their digital business solutions, buoying the GPUaaS public cloud market expansion.

Large-scale acceptance of CRM technologies to garner the SaaS service model segment in Germany

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In Germany, the SaaS service model segment is likely to account for about 45% of the GPU as a service market by 2030 impelled by the large-scale adoption of cloud-based GPU computing solutions by end-users. The usage of the SaaS model in the cloud computing market is also fueled by increased demand for Customer Relationship Management (CRM) software. SaaS has become a feasible choice for small & medium businesses with limited financial resources credited to low subscription prices and hardware flexibility.

The mature gaming industry coupled with cloud gaming popularity growing in Japan

In Japan, the gaming application segment held substantial market share of over30% in 2021. GPUaaS in Japan is gaining high traction in gaming applications owing to its capability to calculate vast information in a shorter duration, thereby enhancing gaming performance. GPUaaS platforms offer unmatched stability for server uptime along with amazing visual effects for gamers.

Presence of leading GPU OEMs and a spike in GPU deployments for AI/ML in North America

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North America is slated to capture a significant chunk of the GPU as a service market revenue, exceeding 15% share by 2030. North America is one of the earliest adopters of technologies and the region is highly inclined toward the integration of AI, IoT & robotics technologies into the manufacturing sector. Industry participants in the region are developing advanced technology products, such as IoT devices, AI chipsets, and industrial robots, with design & simulation using GPU technology, thus stimulating the regional market progress.

Consistent partnerships to launch innovative tools to acquire a competitive position in the market

The global market remains highly fragmented with IT giants, such as Autodesk, Inc, AWS, Dassault Systems, and Google Inc., holding a major chunk. Companies are focusing on collaborative development initiatives to address the demand.

Some of the key GPUaaS market players are Advanced Micro Devices, Inc., Alibaba Cloud, Amazon Web Services, Inc. (AWS), Autodesk, Inc., Dassault Systems, Inc., dinCloud, FluidStack, Ltd., Google LLC, IBM Corporation, Intel Corporation, Lamba, Inc., Linode LLC, Microsoft Corporation, Nimbix Inc., NVIDIA Corporation, OVH Cloud, Paperspace, Penguin Computing Inc., Qualcomm Technologies, Inc., ScaleMatrix Holdings Inc., Siemens AG, and Vultr (The Constant Company LLC).

This market research report on GPU as a service (GPUaaS) includes in-depth coverage of the industry with estimates & forecast in terms of revenue in USD from 2018 to 2030 for the following segments:

Market, By Product

  • Software
    • CAD/CAM
    • Simulation
    • Imaging
    • Digital Video
    • Modeling & Automation
    • Others
  • Service
    • Managed Service
    • Updates & Maintenance
    • Compliance & Security
    • Others

Market, By Service Model

  • SaaS
  • PaaS
  • IaaS

Market, By Delivery Model

  • Public Cloud
  • Private Cloud
  • Hybrid Cloud

Market, By Application

  • Gaming
  • Design & Manufacturing
  • Automotive
  • Real Estate
  • Healthcare
  • Others

The above information has been provided for the following regions and countries:

  • North America
    • U.S.
    • Canada
  • Europe
    • UK
    • Germany
    • Spain
    • Italy
    • France
  • Asia Pacific
    • China
    • Japan
    • South Korea
    • Australia
    • India
  • Latin America
    • Brazil
    • Mexico
    • Argentina
  • Middle East & Africa
    • GCC
    • South Africa


Authors: Preeti Wadhwani, Smriti Loomba

Frequently Asked Questions (FAQ) :

The market size of GPUaaS valued at more than USD 2 billion in 2021 and is predicted to register over 40% CAGR during the forecast period of 2022-2030.
U.K. GPUaaS market revenue from the CAD/CAM software segment is likely to cross USD 700 million by 2030 owing to robust demand for high-performance hardware and software solutions among professional users, such as CAD designers and engineers.
U.S. public delivery model segment will register over 25% CAGR through 2030 because of the wide range of functions offered by the model, such as AI, NLP & standard office features along with basic storage, processing & networking capabilities.
The gaming segment accounted for more than 30% of Japan market share in 2021 as the system can calculate a vast volume of data in a short duration, thereby enhancing the gaming performance.
Advanced Micro Devices, Inc., Amazon Web Services, Inc. (AWS), Alibaba Cloud, Dassault Systems, Inc., Autodesk, Inc., FluidStack, Ltd., and Google LLC, among many others, are the renowned industry participants.

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Premium Report Details

  • Base Year: 2021
  • Companies covered: 22
  • Tables & Figures: 449
  • Countries covered: 17
  • Pages: 360
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