The Accelerator Card Market Size was valued at USD 14.20 billion in 2023 and is expected to reach USD 215.6 billion by 2031 and grow at a CAGR of 40.5% over the forecast period 2024-2031.
Accelerator cards are specialized expansion cards designed to accelerate various workloads in high-performance computing, cloud servers, and data centers. Accelerator cards are used for cryptocurrency mining, artificial intelligence (AI), big data analytics, and other complex tasks. Accelerator cards are inserted via PCIe slots and are programmable, allowing the user to instruct the card to perform complex operations.
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KEY DRIVERS:
The expanding cloud computing market fuels the need for accelerator cards.
Surging Demand for AI and HPC drive the market growth.
The rise of artificial intelligence (AI) and high-performance computing (HPC) applications is a major driver. AI algorithms require massive processing power for training and inference, while HPC applications in fields like scientific research, weather forecasting, and drug discovery necessitate faster computations. Accelerator cards, with their specialized architecture, significantly accelerate these tasks compared to traditional CPUs.
Example: Developing a new self-driving car requires training complex AI models on vast amounts of driving data. Accelerator cards can drastically reduce the training time needed for such models.
RESTRAINTS:
High Manufacturing Costs can be a barrier.
Developing and manufacturing accelerator cards involves complex technologies and expensive Processor Types. This translates to high upfront costs for both manufacturers and end-users. This can be a barrier for smaller companies and research institutions with limited budgets.
Example: A cutting-edge AI startup might struggle to afford the initial investment required to purchase high-end accelerator cards for their research projects.
OPPORTUNITIES:
New applications in areas like autonomous vehicles, edge computing, and the Internet of Things (IoT) present exciting opportunities for market growth.
Advancements in Technology pose a significant opportunity for the market.
Continuous advancements in chip design and manufacturing processes can lead to more powerful and cost-effective accelerator cards. This will make them more accessible to a wider range of users, further propelling market growth. the development of new chip architectures specifically designed for AI workloads could lead to significant performance improvements and cost reductions for accelerator cards.
CHALLENGES:
Challenges may arise from compatibility issues with software and hardware setups, potentially resulting in implementation hurdles and higher expenses.
The accelerator card market is becoming increasingly competitive, This competition can lead to price wars, impacting profit margins for manufacturers.
Companies like Nvidia and AMD are constantly innovating and releasing new generations of accelerator cards. This intense competition can put pressure on pricing as companies strive to gain a competitive edge.
The conflict in Ukraine has disrupted the supply chain, particularly for neon, a critical gas used in the production of semiconductor chips, which are essential components of accelerator cards. The war has caused disruptions in neon production and exports, leading to potential shortages and impacting overall accelerator card production. Even in the absence of shortages, supply chain disruptions are likely to inflate Processor Type costs, potentially leading to higher prices for accelerator cards. Additionally, Western sanctions on Russia may restrict certain Russian companies from procuring accelerator cards from Western counterparts, further impacting the market. Furthermore, the crisis could prompt a shift in demand, such as increased interest in accelerator cards for defense applications. Overall, the uncertainty stemming from the crisis may deter investment in the accelerator card market, potentially decrease its growth.
Businesses become more cautious with spending during economic slowdown. This can lead to a decrease in demand for high-performance computing (HPC) systems that utilize accelerator cards. Companies might delay non-essential purchases or prioritize upgrades to existing equipment over acquiring new accelerator cards. A 2023 industry report predicted a 10-15% decline in HPC system sales during a potential economic slowdown, this translates to a decrease in demand for accelerator cards, a key component of HPC systems. also During economic hardship, companies prioritize cost-effective solutions. This could lead to Increased demand for lower-cost accelerator cards, and Exploration of alternative solutions. Also A recent survey revealed that 65% of HPC users in member companies planned to focus on optimizing existing hardware infrastructure during an economic slowdown, potentially delaying purchases of new accelerator cards.
BY ACCELERATOR TYPE
Cloud Accelerator
High-performance computing accelerator
In 2023, the high-performance computing (HPC) accelerator market emerged as the leader in revenue generation within the broader accelerator card market. Also The HPC data center category is estimated to have the highest CAGR of more than 31.0% during the forecast period..This dominance can be attributed to the surging adoption of hybrid and multi-cloud architectures by businesses. Businesses are increasingly adopting hybrid and multi-cloud architectures to leverage the benefits of both on-premises infrastructure and cloud resources. These environments allow for greater flexibility, scalability, and cost-efficiency in managing computational workloads. By utilizing a combination of on-premises and cloud-based accelerator resources, businesses can optimize their costs. They can leverage on-premises accelerators for core workloads and offload less time-critical tasks to cloud-based accelerators with pay-as-you-go pricing models.
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BY PROCESSOR TYPE
Graphics Processing Units (GPU)
Central Processing Units (CPU)
Application Specific Integrated Circuits (ASIC)
Field Programmable Gate Arrays (FPGA)
based on processor type, it includes central processing units (CPUs), graphics processing units (GPUs), field programmable gate arrays (FPGAs) and application specific integrated circuits (ASIACs). In 2022, the graphics processing unit (GPU) segment dominated the market. The global market for graphics processing equipment has grown dramatically due to the demand for specialized processors that can perform the complex mathematical calculations required for 2D and 3D graphics.
BY APPLICATION
Video and image processing
Machine learning
Data Analytics
Financial computing
Mobile phones
Others
The APAC region is witnessing a significant rise in AI and HPC adoption across various industries. This includes sectors like automotive, manufacturing, healthcare, and finance. These applications require the processing power that accelerator cards provide for tasks like image recognition, natural language processing, and complex simulations. China, a leader in AI development, is utilizing accelerator cards for applications like facial recognition technology and autonomous vehicle development. Data center investment is increasing, which is supported by the emergence of technologies such as on-premise, third-party support, private cloud, public cloud, and hosted cloud, among others. also Many APAC governments are actively promoting the adoption of advanced technologies like AI and cloud computing through policy initiatives and funding programs. This fosters an environment conducive to the growth of the accelerator card market.
Example: The Indian government launched the "Digital India" initiative to promote digital infrastructure and technology adoption. This includes investments in HPC and AI, which will drive the demand for accelerator cards.
The North American accelerator card market held a major share of approx 45% in 2022, and this dominance is expected to continue. North American companies are at the forefront of adopting innovative technologies like high-performance computing (HPC), augmented reality (AR), cloud computing, and edge computing. These technologies all rely heavily on accelerator cards for faster processing and improved performance. Example: Leading tech giants in the US are actively developing AR applications for various fields like product design, training simulations, and even retail experiences. This necessitates powerful accelerator cards to render complex 3D graphics and spatial data in real-time. also North America is home to some of the leading manufacturers of accelerator cards, such as Nvidia and AMD. This proximity to innovation and development further fuels the market's growth. Additionally, the presence of these established players fosters healthy competition, driving advancements in accelerator card technology.
REGIONAL COVERAGE:
North America
US
Canada
Mexico
Europe
Eastern Europe
Poland
Romania
Hungary
Turkey
Rest of Eastern Europe
Western Europe
Germany
France
UK
Italy
Spain
Netherlands
Switzerland
Austria
Rest of Western Europe
Asia Pacific
China
India
Japan
South Korea
Vietnam
Singapore
Australia
Rest of Asia Pacific
Middle East & Africa
Middle East
UAE
Egypt
Saudi Arabia
Qatar
Rest of the Middle East
Africa
Nigeria
South Africa
Rest of Africa
Latin America
Brazil
Argentina
Colombia
Rest of Latin America
The major key players are Ditto Labs, IBM, NVIDIA Corporation, Algolux, Achronix Semiconductor Corporation, Xilinx, Intel Corporation, Leap Motion, Lenovo, Oracle, and other key players.
Leap Motion-Company Financial Analysis
In March 21, 2024, Nvidia Announces HGX A100 80GB Card - Nvidia introduced a new member to its HGX family, the HGX A100 80GB card. This card offers a substantial leap in memory capacity compared to previous models, reaching 80GB of HBM3 memory.
In February 14, 2024, AMD Introduces Instinct MI300 Series - AMD unveiled its latest generation of Instinct data center accelerators, the MI300 series. This series features the CDNA 3 architecture, promising significant performance improvements over the previous generation.
In April 17, 2024, Intel Unveils Ponte Vecchio - Intel officially launched its next-generation high-performance computing (HPC) accelerator card, the Ponte Vecchio. This powerhouse boasts a chiplet architecture with Xe HPC cores and HBM (High Bandwidth Memory) for exceptional performance and memory bandwidth.
| Report Attributes | Details |
|---|---|
| Market Size in 2023 | US$ 14.20 Billion |
| Market Size by 2031 | US$ 215.6 Billion |
| CAGR | CAGR of 40.5% From 2024 to 2030 |
| Base Year | 2023 |
| Forecast Period | 2024-2031 |
| Historical Data | 2020-2022 |
| Report Scope & Coverage | Market Size, Segments Analysis, Competitive Landscape, Regional Analysis, DROC & SWOT Analysis, Forecast Outlook |
| Key Segments | • By Accelerator Type (Cloud Accelerator, High-Performance Computing Accelerator) • y Processor Type (Graphics Processing Units (GPU), Central Processing Units (CPU), Application Specific Integrated Circuits (ASIC), Field Programmable Gate Arrays (FPGA)) • By Application (Video And Image Processing, Machine Learning, Data Analytics, Financial Computing, Mobile Phones, Others) |
| Regional Analysis/Coverage | North America (US, Canada, Mexico), Europe (Eastern Europe [Poland, Romania, Hungary, Turkey, Rest of Eastern Europe] Western Europe] Germany, France, UK, Italy, Spain, Netherlands, Switzerland, Austria, Rest of Western Europe]), Asia Pacific (China, India, Japan, South Korea, Vietnam, Singapore, Australia, Rest of Asia Pacific), Middle East & Africa (Middle East [UAE, Egypt, Saudi Arabia, Qatar, Rest of Middle East], Africa [Nigeria, South Africa, Rest of Africa], Latin America (Brazil, Argentina, Colombia, Rest of Latin America) |
| Company Profiles | NVIDIA Corporation, Leap Motion, Achronix Semiconductor Corporation, Algolux, Xilinx, Intel Corporation, Ditto Labs, IBM, Lenovo, and Oracle. |
| Key Drivers | • In data centers, there is an increasing demand for AI and HPC technologies. • The market for cloud computing is expanding. |
| RESTRAINTS | • Manufacturing costs are high. • Inadequate technical expertise in design technology. |
The Accelerator Card Market was valued at USD 14.20 billion in 2023.
The expected CAGR of the global Accelerator Card Market during the forecast period is 40.5%.
The Europe region is anticipated to record the Fastest Growing in the Accelerator Card Market.
The Graphics Processing Units (GPU) segment is leading in the market revenue share in 2023.
The North America region with the Highest Revenue share in 2023.
TABLE OF CONTENTS
1. Introduction
1.1 Market Definition
1.2 Scope
1.3 Research Assumptions
2. Industry Flowchart
3. Research Methodology
4. Market Dynamics
4.1 Drivers
4.2 Restraints
4.3 Opportunities
4.4 Challenges
5. Impact Analysis
5.1 Impact of Russia-Ukraine Crisis
5.2 Impact of Economic Slowdown on Major Countries
5.2.1 Introduction
5.2.2 United States
5.2.3 Canada
5.2.4 Germany
5.2.5 France
5.2.6 UK
5.2.7 China
5.2.8 Japan
5.2.9 South Korea
5.2.10 India
6. Value Chain Analysis
7. Porter’s 5 Forces Model
8. Pest Analysis
9. Accelerator Card Market, By Accelerator Type
9.1 Introduction
9.2 Trend Analysis
9.3 Cloud Accelerator
9.4 High-performance computing accelerator
10. Accelerator Card Market, By Processor Type
10.1 Introduction
10.2 Trend Analysis
10.3 Graphics Processing Units (GPU)
10.4 Central Processing Units (CPU)
10.5 Application Specific Integrated Circuits (ASIC)
10.6 Field Programmable Gate Arrays (FPGA)
11. Accelerator Card Market, By Application
11.1 Introduction
11.2 Trend Analysis
11.3 Video and Image Processing
11.4 Machine learning
11.5 Data Analytics
11.6 Financial computing
11.7 Mobile phones
11.8 Others
12. Regional Analysis
12.1 Introduction
12.2 North America
12.2.1 USA
12.2.2 Canada
12.2.3 Mexico
12.3 Europe
12.3.1 Eastern Europe
12.3.1.1 Poland
12.3.1.2 Romania
12.3.1.3 Hungary
12.3.1.4 Turkey
12.3.1.5 Rest of Eastern Europe
12.3.2 Western Europe
12.3.2.1 Germany
12.3.2.2 France
12.3.2.3 UK
12.3.2.4 Italy
12.3.2.5 Spain
12.3.2.6 Netherlands
12.3.2.7 Switzerland
12.3.2.8 Austria
12.3.2.9 Rest of Western Europe
12.4 Asia-Pacific
12.4.1 China
12.4.2 India
12.4.3 Japan
12.4.4 South Korea
12.4.5 Vietnam
12.4.6 Singapore
12.4.7 Australia
12.4.8 Rest of Asia Pacific
12.5 The Middle East & Africa
12.5.1 Middle East
12.5.1.1 UAE
12.5.1.2 Egypt
12.5.1.3 Saudi Arabia
12.5.1.4 Qatar
12.5.1.5 Rest of the Middle East
11.5.2 Africa
12.5.2.1 Nigeria
12.5.2.2 South Africa
12.5.2.3 Rest of Africa
12.6 Latin America
12.6.1 Brazil
12.6.2 Argentina
12.6.3 Colombia
12.6.4 Rest of Latin America
13. Company Profiles
13.1 NVIDIA Corporation
13.1.1 Company Overview
13.1.2 Financial
13.1.3 Products/ Services Offered
13.1.4 SWOT Analysis
13.1.5 The SNS View
13.2 Leap Motion
13.2.1 Company Overview
13.2.2 Financial
13.2.3 Products/ Services Offered
13.2.4 SWOT Analysis
13.2.5 The SNS View
13.3 Achronix Semiconductor Corporation
13.3.1 Company Overview
13.3.2 Financial
13.3.3 Products/ Services Offered
13.3.4 SWOT Analysis
13.3.5 The SNS View
13.4 Algolux
13.4.1 Company Overview
13.4.2 Financial
13.4.3 Products/ Services Offered
13.4.4 SWOT Analysis
13.4.5 The SNS View
13.5 Intel Corporation
13.5.1 Company Overview
13.5.2 Financial
13.5.3 Products/ Services Offered
13.5.4 SWOT Analysis
13.5.5 The SNS View
13.6 Ditto Labs
13.6.1 Company Overview
13.6.2 Financial
13.6.3 Products/ Services Offered
13.6.4 SWOT Analysis
13.6.5 The SNS View
13.7 IBM
13.7.1 Company Overview
13.7.2 Financial
13.7.3 Products/ Services Offered
13.7.4 SWOT Analysis
13.7.5 The SNS View
13.8 Lenovo
13.8.1 Company Overview
13.8.2 Financial
13.8.3 Products/ Services Offered
13.8.4 SWOT Analysis
13.8.5 The SNS View
13.9 Oracle
13.9.1 Company Overview
13.9.2 Financial
13.9.3 Products/ Services Offered
13.9.4 SWOT Analysis
13.9.5 The SNS View
13.10 Xilinx
13.10.1 Company Overview
13.10.2 Financial
13.10.3 Products/ Services Offered
13.10.4 SWOT Analysis
13.10.5 The SNS View
14. Competitive Landscape
14.1 Competitive Benchmarking
14.2 Market Share Analysis
14.3 Recent Developments
14.3.1 Industry News
14.3.2 Company News
14.3.3 Mergers & Acquisitions
15. Use Case and Best Practices
16. Conclusion
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