Data Center GPU Market by Deployment, Function, Application, End User & Region

List of Tables

The global data center GPU market was valued at USD 87.32 billion in 2024. It is projected to reach USD 228.04 billion by 2030, at a CAGR of 13.7% during the forecast period of 2025 to 2030.

Scope of the Report
Years Considered for the Study	2020-2030
Base Year	2024
Forecast Period	2025-2030
Units Considered	Value (USD Million)
Segments	By Deployment, Function, Application, End User and RegionC
Regions covered	North America, Europe, APAC, RoW

The data center GPU market is growing rapidly due to several key factors, including the widespread adoption of artificial intelligence (AI) and machine learning (ML), increased demand for high-performance computing, and expanding cloud services. Enterprises are utilizing GPUs to improve deep learning, large language models, and data analytics. The rise of generative AI applications and real-time inference systems further boosts the need for robust GPU infrastructure. Investments in hyperscale data centers and government initiatives to support national AI capabilities also play a role in this growth. Major cloud providers like Amazon Web Services, Google Cloud, and Microsoft Azure are enhancing their GPU offerings, while companies like NVIDIA and AMD are launching advanced GPUs tailored for training and inference workloads.

"On-premises segment is expected to hold the highest CAGR during the forecast period."

On-premises solutions are expected to have the highest CAGR due to the increasing needs for data protection, low latency, and regulatory compliance in sectors like banking, automotive, retail, and healthcare. Organizations prefer to manage sensitive data with in-house GPU hardware for better control, rather than relying on third-party cloud services. On-premises data centers also allow for customized infrastructure, optimizing workloads for AI tasks that require low latency, which is crucial for real-time applications such as autonomous systems and high-frequency trading. As GPU servers become more affordable, mid-sized enterprises can invest in dedicated infrastructure. On-premises deployment is often preferred in regions with limited cloud connectivity or data sovereignty concerns, such as Asia Pacific, Europe, and the Middle East.

"Training segment is projected to record the second-highest CAGR during the forecast period."

The training segment is expected to see the highest growth in the data center GPU market, driven by businesses developing and optimizing large-scale machine learning and AI models. Training deep neural networks for applications like generative AI, computer vision, and natural language processing requires substantial computing power, which GPUs provide effectively. The rise of large language models, including OpenAI's GPT, Meta's LLaMA, and Google's Gemini, is increasing demand for powerful GPUs in technology, finance, and healthcare sectors. These models require extensive training over weeks and large datasets, leading to a need for dedicated GPU clusters. Companies are also creating proprietary AI models for competitive advantage. Cloud providers such as AWS, Microsoft Azure, and Google Cloud are enhancing their GPU-based training infrastructure. With AI at the forefront of business transformation, the demand for training infrastructure is set to grow significantly.

"Cloud service providers (CSPs) are expected to hold the highest share of the end-user market in 2030"

The Cloud Service Providers (CSPs) segment is expected to command the largest market share in the data center GPU market due to their scale, increasing AI infrastructure spending, and ability to meet the needs of enterprises and developers. Major CSPs like Amazon Web Services, Microsoft Azure, and Google Cloud are rapidly expanding their GPU data centers to meet the rising demand for AI training, inference, data analytics, and cloud gaming. They offer GPU-as-a-Service solutions, allowing companies to access advanced GPU technology without significant upfront investments. Additionally, the rise of foundation models and generative AI drives CSPs to create specialized AI supercomputers with thousands of GPUs. With their global infrastructure and robust developer ecosystems, CSPs are well-positioned to lead the data center GPU market in both revenue and volume.

"North America will likely register the second-highest market share in 2030."

North America is expected to lead the data center GPU market due to its advanced technological ecosystem and established cloud infrastructure. Major cloud computing companies like Amazon Web Services, Microsoft Azure, and Google Cloud are creating GPU-based data centers to support AI workloads, high-performance computing, and data analysis. North America also has a strong enterprise customer base across industries like healthcare, finance, automotive, and government, increasingly relying on AI-driven solutions that need GPU acceleration. Significant R&D investments, favorable government policies, and early technology adoption support this leadership.

Extensive primary interviews were conducted with key industry experts in the data center GPU market space to determine and verify the market size for various segments and subsegments gathered through secondary research. The breakdown of primary participants for the report is shown below.

The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

By Company Type: Tier 1-60%, Tier 2-10%, and Tier 3-30%
By Designation: C-level executives-10%, Directors-30%, and Others-60%
By Region: Europe-20%, North America-70%, Asia Pacific-5%, and RoW-5%

The data center GPU is dominated by a few globally established players, such as NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), and Intel Corporation (US). Other players include Google Cloud (US), Microsoft (US), Amazon Web Services, Inc. (US), IBM (US), Alibaba Cloud (Singapore), Oracle (US), Tencent Cloud (China), CoreWeave (US), Vast.ai (US), Lambda (US), DigitalOcean (US), and JarvisLabs.ai (India).

The study includes an in-depth competitive analysis of these key players in the data center GPU market, with their company profiles, recent developments, and key market strategies.

Research Coverage:

The report segments the data center GPU market and forecasts its size by deployment (cloud, on-premises), function (training, inference), application (generative AI, machine learning, natural language processing, computer vision), and end user (cloud service providers, enterprises, and government organizations). It also discusses the market's drivers, restraints, opportunities, and challenges. It gives a detailed view of the market across four main regions (North America, Europe, Asia Pacific, and RoW). The report includes an ecosystem analysis of the key players.

Key Benefits of Buying the Report:

Analysis of key drivers (growing adoption of AI and machine learning, demand for high-performance computing, cloud computing expansion, restraints (high costs of GPUs and infrastructure, short product lifecycle), opportunities (growth in autonomous systems, emergence of edge computing, advancements in quantum computing synergy), and challenges (existence of alternative technologies, stringent regulatory framework, supply chain disruptions)
Service Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product launches in the data center GPU market
Market Development: Comprehensive information about lucrative markets - the report analyses the data center GPU market across varied regions
Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the data center GPU market.
Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players, such as NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), Google Cloud (US), Microsoft (US), and Amazon Web Services, Inc. (US)

Product Code: SE 8838

1 INTRODUCTION

1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.3 STUDY SCOPE
- 1.3.1 MARKETS COVERED
- 1.3.2 INCLUSIONS AND EXCLUSIONS
- 1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
1.5 UNIT CONSIDERED
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

2.1 RESEARCH DATA
- 2.1.1 SECONDARY DATA
  - 2.1.1.1 List of major secondary sources
  - 2.1.1.2 Key data from secondary sources
- 2.1.2 PRIMARY DATA
  - 2.1.2.1 List of primary interview participants
  - 2.1.2.2 Breakdown of primaries
  - 2.1.2.3 Key data from primary sources
  - 2.1.2.4 Key industry insights
- 2.1.3 SECONDARY AND PRIMARY RESEARCH
2.2 MARKET SIZE ESTIMATION
- 2.2.1 BOTTOM-UP APPROACH
  - 2.2.1.1 Approach to estimate market size using bottom-up analysis (demand side)
- 2.2.2 TOP-DOWN APPROACH
  - 2.2.2.1 Approach to estimate market size using top-down analysis (supply side)
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
2.5 RISK ASSESSMENT
2.6 RESEARCH LIMITATIONS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA CENTER GPU MARKET
4.2 DATA CENTER GPU MARKET, BY DEPLOYMENT
4.3 DATA CENTER GPU MARKET, BY FUNCTION
4.4 DATA CENTER GPU MARKET, BY APPLICATION
4.5 DATA CENTER GPU MARKET, BY END USER
4.6 DATA CENTER GPU MARKET, BY COUNTRY

5 MARKET OVERVIEW

5.1 INTRODUCTION
5.2 MARKET DYNAMICS
- 5.2.1 DRIVERS
  - 5.2.1.1 Growing adoption of AI and machine learning
  - 5.2.1.2 Growing demand for high performance computing (HPC)
  - 5.2.1.3 Cloud computing expansion
- 5.2.2 RESTRAINTS
  - 5.2.2.1 High costs of GPUs and infrastructure
  - 5.2.2.2 Short product lifecycle
- 5.2.3 OPPORTUNITIES
  - 5.2.3.1 Growth in autonomous systems
  - 5.2.3.2 Emergence of edge computing
  - 5.2.3.3 Advancements in quantum computing synergy
- 5.2.4 CHALLENGES
  - 5.2.4.1 Existence of alternative technologies
  - 5.2.4.2 Stringent regulatory framework
  - 5.2.4.3 Supply chain disruptions
5.3 PORTER'S FIVE FORCES ANALYSIS
5.4 ECOSYSTEM ANALYSIS
5.5 VALUE CHAIN ANALYSIS
5.6 REGULATORY LANDSCAPE
- 5.6.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
- 5.6.2 STANDARDS
- 5.6.3 REGULATIONS
  - 5.6.3.1 North America
    - 5.6.3.1.1 US
    - 5.6.3.1.2 Canada
  - 5.6.3.2 Europe
    - 5.6.3.2.1 Germany
    - 5.6.3.2.2 France
  - 5.6.3.3 Asia Pacific
    - 5.6.3.3.1 Japan
    - 5.6.3.3.2 China
  - 5.6.3.4 RoW
    - 5.6.3.4.1 Brazil
    - 5.6.3.4.2 South Africa
5.7 TRADE ANALYSIS
- 5.7.1 IMPORT DATA (HS CODE 847330)
- 5.7.2 EXPORT SCENARIO (HS CODE 847330)
5.8 PRICING ANALYSIS
- 5.8.1 INDICATIVE PRICING TREND OF DATA CENTER GPU OFFERED BY KEY PLAYERS, BY FUNCTION, 2024 (USD)
- 5.8.2 INDICATIVE PRICING TREND OF DATA CENTER GPUS, BY KEY PLAYER, 2024
- 5.8.3 AVERAGE SELLING PRICE OF DATA CENTER GPUS, BY REGION, 2021-2024 (USD)
5.9 TECHNOLOGY ANALYSIS
- 5.9.1 KEY TECHNOLOGIES
  - 5.9.1.1 Parallel processing architectures
  - 5.9.1.2 High bandwidth memory (HBM)
- 5.9.2 ADJACENT TECHNOLOGIES
  - 5.9.2.1 Application-specific integrated circuits (ASIC)
  - 5.9.2.2 Field-programmable gate arrays (FPGA)
- 5.9.3 COMPLEMENTARY TECHNOLOGIES
  - 5.9.3.1 Non-volatile memory express (NVMe)
  - 5.9.3.2 Infiniband
5.10 PATENT ANALYSIS
5.11 CASE STUDY ANALYSIS
- 5.11.1 DECENTRALIZED DIGITAL WORLD OF MEDIA AND ENTERTAINMENT
- 5.11.2 TERRAY THERAPEUTICS - LEVERAGING GENERATIVE AI FOR SMALL-MOLECULE DRUG DISCOVERY
- 5.11.3 SIEMENS HEALTHINEERS - STREAMLINING CANCER RADIATION THERAPY WITH AI
- 5.11.4 GAC R&D CENTER - BOOSTING VEHICLE AERODYNAMICS WITH NVIDIA GPUS
- 5.11.5 STONE RIDGE TECHNOLOGY - REDUCING COMPOSITIONAL MODEL RUNTIMES WITH ECHELON 2.0
5.12 KEY STAKEHOLDERS AND BUYING CRITERIA
- 5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS
- 5.12.2 BUYING CRITERIA
5.13 KEY CONFERENCES AND EVENTS, 2025-2026
5.14 INVESTMENT AND FUNDING SCENARIO, 2023 Q1-2024 Q2
5.15 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
5.16 TRUMP IMPACT OVERVIEW
5.17 KEY TARIFF RATES
5.18 KEY IMPACTS ON VARIOUS REGIONS
- 5.18.1 US
- 5.18.2 EUROPE
- 5.18.3 ASIA PACIFIC
5.19 IMPACT ON SUPPLY CHAIN IN ASIA PACIFIC
5.20 EXEMPTIONS AND LOOPHOLES FOR GPUS IN TRUMP TARIFFS UNDER USMCA AGREEMENT
5.21 END-USE INDUSTRY-LEVEL IMPACT

6 GPU-AS-A-SERVICE (GPUAAS) LANDSCAPE

6.1 INTRODUCTION
6.2 SERVICE MODEL
- 6.2.1 IAAS
  - 6.2.1.1 Rise in edge computing and real-time data processing to boost segmental growth
- 6.2.2 PAAS
  - 6.2.2.1 Cost efficiency, scalability, and operational simplicity to contribute to segmental growth
6.3 DEPLOYMENT
- 6.3.1 PUBLIC CLOUD
  - 6.3.1.1 Scalability and high-performance computing capabilities to augment segmental growth
- 6.3.2 PRIVATE CLOUD
  - 6.3.2.1 Enhanced control, security, and customization to foster segmental growth
- 6.3.3 HYBRID CLOUD
  - 6.3.3.1 Ability to handle dynamic workloads and data security to accelerate segmental growth

7 DATA CENTER GPU MARKET, BY DEPLOYMENT

7.1 INTRODUCTION
7.2 CLOUD
- 7.2.1 INCREASING FLEXIBILITY, SCALABILITY, AND COST EFFICIENCY TO DRIVE GROWTH
7.3 ON-PREMISES
- 7.3.1 GROWING DEMAND FOR CONTROL AND PERFORMANCE DRIVES ON-PREMISE GPU DEPLOYMENTS

8 DATA CENTER GPU MARKET, BY FUNCTION

8.1 INTRODUCTION
8.2 TRAINING
- 8.2.1 GPU-DRIVEN PARALLEL PROCESSING ACCELERATES MACHINE LEARNING MODEL DEVELOPMENT IN DATA CENTERS
8.3 INFERENCE
- 8.3.1 REAL-TIME DECISION-MAKING DRIVES DEMAND FOR LOW-LATENCY GPU INFERENCE IN DATA CENTERS

9 DATA CENTER GPU MARKET, BY APPLICATION

9.1 INTRODUCTION
9.2 GENERATIVE AI
- 9.2.1 GENERATIVE AI UNLEASHES UNPRECEDENTED GPU DEMAND IN DATA CENTERS
- 9.2.2 RULE-BASED MODELS
- 9.2.3 STATISTICAL MODELS
- 9.2.4 DEEP LEARNING
- 9.2.5 GENERATIVE ADVERSARIAL NETWORKS (GANS)
- 9.2.6 AUTOENCODERS
- 9.2.7 CONVOLUTIONAL NEURAL NETWORKS (CNNS)
- 9.2.8 TRANSFORMER MODELS
9.3 MACHINE LEARNING
- 9.3.1 MACHINE LEARNING'S EXPANDING FOOTPRINT DRIVES DATA CENTER GPU GROWTH
9.4 NATURAL LANGUAGE PROCESSING
- 9.4.1 GPU ACCELERATION DRIVES NLP'S DATA CENTER DOMINANCE
9.5 COMPUTER VISION
- 9.5.1 GPU-POWERED COMPUTER VISION DRIVES DATA CENTER GROWTH

10 DATA CENTER GPU MARKET, BY END USER

10.1 INTRODUCTION
10.2 CLOUD SERVICE PROVIDERS
- 10.2.1 RISING USE OF DATA CENTER GPUS FOR AI AND MACHINE LEARNING APPLICATIONS TO DRIVE MARKET
10.3 ENTERPRISES
- 10.3.1 ENTERPRISE AI ADOPTION FUELS ROBUST GROWTH IN DATA CENTER GPU DEMAND
- 10.3.2 HEALTHCARE
  - 10.3.2.1 Growing use of machine learning (ML) and deep learning (DL) models in medical field to propel market
- 10.3.3 BFSI
  - 10.3.3.1 Increased use of HPC by BFSI enterprises to drive market
- 10.3.4 AUTOMOTIVE
  - 10.3.4.1 Rising popularity of autonomous cars to fuel adoption of GPUs
- 10.3.5 RETAIL & E-COMMERCE
  - 10.3.5.1 Rising need to handle massive amounts of retail and e-commerce data to accelerate adoption of GPUs
- 10.3.6 MEDIA & ENTERTAINMENT
  - 10.3.6.1 Increasing use of AI for content creation and recommendation to drive market
- 10.3.7 OTHERS
10.4 GOVERNMENT ORGANIZATIONS
- 10.4.1 RISING ADOPTION OF AI BY GOVERNMENT ORGANIZATIONS FOR NATIONAL SECURITY TO DRIVE MARKET

11 DATA CENTER GPU MARKET, BY REGION

11.1 INTRODUCTION
11.2 NORTH AMERICA
- 11.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA
- 11.2.2 US
  - 11.2.2.1 High demand for GPUs from AI workloads to drive market
- 11.2.3 CANADA
  - 11.2.3.1 Strategic government initiatives to boost market growth
- 11.2.4 MEXICO
  - 11.2.4.1 Increasing investments in Mexico by hyperscalers to support market growth
11.3 EUROPE
- 11.3.1 MACROECONOMIC OUTLOOK FOR EUROPE
- 11.3.2 GERMANY
  - 11.3.2.1 Increasing adoption of automation solutions in automotive industry to drive market
- 11.3.3 UK
  - 11.3.3.1 Strong demand from essential IT services and advent for new startups to drive market
- 11.3.4 FRANCE
  - 11.3.4.1 Significant AI investments to drive market
- 11.3.5 ITALY
  - 11.3.5.1 Partnerships between technology providers and government incentives drive market
- 11.3.6 SPAIN
  - 11.3.6.1 Surging investments by hyperscalers and other companies to drive market
- 11.3.7 POLAND
  - 11.3.7.1 Growing cloud adoption and AI investments to boost market opportunities
- 11.3.8 NORDICS
  - 11.3.8.1 Rising adoption of accelerated computing technologies in data center to drive market
- 11.3.9 REST OF EUROPE
11.4 ASIA PACIFIC
- 11.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC
- 11.4.2 CHINA
  - 11.4.2.1 Rapid government funding and initiatives to drive market
- 11.4.3 SOUTH KOREA
  - 11.4.3.1 Rising investment and need for real-time data processing to drive market
- 11.4.4 JAPAN
  - 11.4.4.1 Increasing hyperscaler investments to drive market
- 11.4.5 INDIA
  - 11.4.5.1 Government initiatives and incentives to drive market
- 11.4.6 AUSTRALIA
  - 11.4.6.1 Domestic HPC push signals Australia's commitment to AI advancement
- 11.4.7 INDONESIA
  - 11.4.7.1 Indonesia's digital ambition drives significant investment
- 11.4.8 MALAYSIA
  - 11.4.8.1 Global cloud leaders drive massive data center GPU expansion in Malaysia
- 11.4.9 THAILAND
  - 11.4.9.1 Strategic location and policies position Thailand for HPC leadership
- 11.4.10 VIETNAM
  - 11.4.10.1 NVIDIA's strategic partnerships catalyze market
- 11.4.11 REST OF ASIA PACIFIC
11.5 ROW
- 11.5.1 MACROECONOMIC OUTLOOK FOR ROW
- 11.5.2 SOUTH AMERICA
  - 11.5.2.1 Global players investing in region for data center infrastructure to drive demand
- 11.5.3 AFRICA
  - 11.5.3.1 Rising focus of manufacturing firms on streamlining workflow and improving product quality to create opportunities
- 11.5.4 MIDDLE EAST
  - 11.5.4.1 Booming AI initiatives to drive demand
  - 11.5.4.2 GCC
  - 11.5.4.3 Bahrain
    - 11.5.4.3.1 Increased government initiatives to drive market
  - 11.5.4.4 Kuwait
    - 11.5.4.4.1 Kuwait accelerates GPU-driven digital transformation with national cloud and AI initiatives
  - 11.5.4.5 Oman
    - 11.5.4.5.1 Regional HPC hub with GPU-backed data center growth
  - 11.5.4.6 Qatar
    - 11.5.4.6.1 Qatar scales AI infrastructure with GPU investments ahead of smart city and research expansion
  - 11.5.4.7 Saudi Arabia
    - 11.5.4.7.1 Leads Gulf GPU market with hyperscale AI data center mega projects
  - 11.5.4.8 United Arab Emirates (UAE)
    - 11.5.4.8.1 UAE advances AI supercomputing ambitions through massive GPU-powered data center investments
  - 11.5.4.9 Rest of Middle East

12 COMPETITIVE LANDSCAPE

12.1 OVERVIEW
12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2022-2025
12.3 REVENUE ANALYSIS, 2018-2022
12.4 MARKET SHARE ANALYSIS, 2024
12.5 COMPANY VALUATION AND FINANCIAL METRICS
12.6 BRAND/PRODUCT COMPARISON
12.7 COMPANY EVALUATION MATRIX FOR DATA CENTER GPUS: KEY PLAYERS, 2024
- 12.7.1 STARS
- 12.7.2 EMERGING LEADERS
- 12.7.3 PERVASIVE PLAYERS
- 12.7.4 PARTICIPANTS
12.8 COMPANY EVALUATION MATRIX FOR GPU-AS-A-SERVICE (GPUAAS): KEY PLAYERS, 2024
- 12.8.1 STARS
- 12.8.2 EMERGING LEADERS
- 12.8.3 PERVASIVE PLAYERS
- 12.8.4 PARTICIPANTS
- 12.8.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024
  - 12.8.5.1 Company footprint
  - 12.8.5.2 Regional footprint
  - 12.8.5.3 Deployment footprint
  - 12.8.5.4 Function footprint
  - 12.8.5.5 End user footprint
12.9 COMPANY EVALUATION MATRIX FOR GPU-AS-A-SERVICE (GPUAAS): STARTUPS/SMES, 2024
- 12.9.1 PROGRESSIVE COMPANIES
- 12.9.2 RESPONSIVE COMPANIES
- 12.9.3 DYNAMIC COMPANIES
- 12.9.4 STARTING BLOCKS
- 12.9.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024
  - 12.9.5.1 Detailed list of key startups/SMEs
  - 12.9.5.2 Detailed list of key startups/SMEs
12.10 COMPETITIVE SCENARIO AND TRENDS
- 12.10.1 PRODUCT LAUNCHES
- 12.10.2 DEALS

13 COMPANY PROFILES

13.1 KEY PLAYERS
- 13.1.1 NVIDIA CORPORATION
  - 13.1.1.1 Business overview
  - 13.1.1.2 Products/Solutions/Services offered
  - 13.1.1.3 Recent developments
    - 13.1.1.3.1 Product launches
    - 13.1.1.3.2 Deals
  - 13.1.1.4 MnM view
    - 13.1.1.4.1 Key strengths
    - 13.1.1.4.2 Strategic choices
    - 13.1.1.4.3 Weaknesses and competitive threats
- 13.1.2 ADVANCED MICRO DEVICES, INC.
  - 13.1.2.1 Business overview
  - 13.1.2.2 Products/Solutions/Services offered
  - 13.1.2.3 Recent developments
    - 13.1.2.3.1 Product launches
    - 13.1.2.3.2 Deals
  - 13.1.2.4 MnM view
    - 13.1.2.4.1 Key strengths
    - 13.1.2.4.2 Strategic choices
    - 13.1.2.4.3 Weaknesses and competitive threats
- 13.1.3 INTEL CORPORATION
  - 13.1.3.1 Business overview
  - 13.1.3.2 Products/Solutions/Services offered
  - 13.1.3.3 Recent developments
    - 13.1.3.3.1 Product launches
    - 13.1.3.3.2 Deals
  - 13.1.3.4 MnM view
    - 13.1.3.4.1 Key strengths
    - 13.1.3.4.2 Strategic choices
    - 13.1.3.4.3 Weaknesses and competitive threats
- 13.1.4 GOOGLE
  - 13.1.4.1 Business overview
  - 13.1.4.2 Recent developments
    - 13.1.4.2.1 Product launches
    - 13.1.4.2.2 Deals
  - 13.1.4.3 MnM view
    - 13.1.4.3.1 Key strengths
    - 13.1.4.3.2 Strategic choices
    - 13.1.4.3.3 Weaknesses and competitive threats
- 13.1.5 MICROSOFT
  - 13.1.5.1 Business overview
  - 13.1.5.2 Products/Solutions/Services offered
  - 13.1.5.3 Recent developments
    - 13.1.5.3.1 Deals
  - 13.1.5.4 MnM view
    - 13.1.5.4.1 Key strengths
    - 13.1.5.4.2 Strategic choices
    - 13.1.5.4.3 Weaknesses and competitive threats
- 13.1.6 AMAZON WEB SERVICES, INC.
  - 13.1.6.1 Business overview
  - 13.1.6.2 Products/Solutions/Services offered
  - 13.1.6.3 Recent developments
    - 13.1.6.3.1 Product launches
    - 13.1.6.3.2 Deals
- 13.1.7 IBM
  - 13.1.7.1 Business overview
  - 13.1.7.2 Products/Solutions/Services offered
  - 13.1.7.3 Recent developments
    - 13.1.7.3.1 Product launches
    - 13.1.7.3.2 Deals
- 13.1.8 ALIBABA CLOUD
  - 13.1.8.1 Business overview
  - 13.1.8.2 Products/Solutions/Services offered
  - 13.1.8.3 Recent developments
    - 13.1.8.3.1 Product launches
    - 13.1.8.3.2 Deals
- 13.1.9 ORACLE
  - 13.1.9.1 Business overview
  - 13.1.9.2 Products/Solutions/Services offered
  - 13.1.9.3 Recent developments
    - 13.1.9.3.1 Product launches
    - 13.1.9.3.2 Deals
- 13.1.10 COREWEAVE.
  - 13.1.10.1 Business overview
  - 13.1.10.2 Products/Solutions/Services offered
  - 13.1.10.3 Recent developments
    - 13.1.10.3.1 Deals
- 13.1.11 TENCENT CLOUD
  - 13.1.11.1 Business overview
  - 13.1.11.2 Products/Solutions/Services offered
  - 13.1.11.3 Recent developments
    - 13.1.11.3.1 Expansions
- 13.1.12 LAMBDA
  - 13.1.12.1 Business overview
  - 13.1.12.2 Products/Solutions/Services offered
  - 13.1.12.3 Recent developments
    - 13.1.12.3.1 Deals
13.2 OTHER PLAYERS
- 13.2.1 VAST.AI
- 13.2.2 RUNPOD
- 13.2.3 SCALEMATRIX HOLDINGS, INC.
- 13.2.4 DIGITALOCEAN
- 13.2.5 JARVISLABS.AI
- 13.2.6 FLUIDSTACK
- 13.2.7 OVH SAS
- 13.2.8 E2E NETWORKS LIMITED
- 13.2.9 ACE CLOUD
- 13.2.10 SNOWCELL
- 13.2.11 LINODE LLC
- 13.2.12 YOTTA DATA SERVICES PVT LTD.
- 13.2.13 VULTR
- 13.2.14 RACKSPACE TECHNOLOGY
- 13.2.15 GCORE
- 13.2.16 NEBIUS B.V.

14 APPENDIX

14.1 INSIGHTS FROM INDUSTRY EXPERTS
14.2 DISCUSSION GUIDE
14.3 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
14.4 CUSTOMIZATION OPTIONS
14.5 RELATED REPORTS
14.6 AUTHOR DETAILS

Product Code: SE 8838

List of Tables

TABLE 1 DATA CENTER GPU MARKET: RISK ANALYSIS
TABLE 2 DATA CENTER GPU MARKET: PORTER'S FIVE FORCES ANALYSIS
TABLE 3 ROLE OF PLAYERS IN DATA CENTER GPU ECOSYSTEM
TABLE 4 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 5 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 6 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 7 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 8 STANDARDS
TABLE 9 IMPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2020-2024 (USD MILLION)
TABLE 10 EXPORT DATA FOR HS CODE 847950-COMPLIANT PRODUCTS, BY COUNTRY, 2020-2024 (USD MILLION)
TABLE 11 INDICATIVE PRICING TREND OF DATA CENTER GPU OFFERED BY KEY PLAYERS, BY FUNCTION, 2024 (USD)
TABLE 12 INDICATIVE PRICING TREND OF DATA CENTER GPUS, BY KEY PLAYER, 2024
TABLE 13 AVERAGE SELLING PRICE TREND OF DATA CENTER GPU, BY REGION, 2021-2024 (USD)
TABLE 14 LIST OF APPLIED/GRANTED PATENTS RELATED TO DATA CENTER GPU, JANUARY 2025
TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS (%)
TABLE 16 KEY BUYING CRITERIA FOR TOP 3 END USERS
TABLE 17 KEY CONFERENCES AND EVENTS, 2025-2026
TABLE 18 US ADJUSTED RECIPROCAL TARIFF RATES
TABLE 19 EXEMPTED PRODUCTS (BY HS CODE) FROM CANADA AND MEXICO TO US UNDER USMCA (US-MEXICO-CANADA) AGREEMENT
TABLE 20 GPU-AS-A-SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
TABLE 21 GPU-AS-A-SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
TABLE 22 IAAS MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 23 IAAS MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 24 NORTH AMERICA: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 25 NORTH AMERICA: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 26 EUROPE: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 27 EUROPE: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 28 ASIA PACIFIC: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 29 ASIA PACIFIC: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 30 ROW: IAAS MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 31 ROW: IAAS MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 32 MIDDLE EAST: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 33 MIDDLE EAST: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 34 AFRICA: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 35 AFRICA: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 36 PAAS MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 37 PAAS MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 38 NORTH AMERICA: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 39 NORTH AMERICA: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 40 EUROPE: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 41 EUROPE: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 42 ASIA PACIFIC: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 43 ASIA PACIFIC: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 44 ROW: PAAS MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 45 ROW: PAAS MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 46 MIDDLE EAST: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 47 MIDDLE EAST: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 48 AFRICA: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 49 AFRICA: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 50 GPU-AS-A-SERVICE MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
TABLE 51 GPU-AS-A-SERVICE MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 52 PUBLIC CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 53 PUBLIC CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 54 PRIVATE CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 55 PRIVATE CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 56 HYBRID CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 57 HYBRID CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 58 DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
TABLE 59 DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 60 CLOUD: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 61 CLOUD: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 62 ON-PREMISES: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 63 ON-PREMISES: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 64 DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
TABLE 65 DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
TABLE 66 DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (THOUSAND UNITS)
TABLE 67 DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (THOUSAND UNITS)
TABLE 68 TRAINING: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 69 TRAINING: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 70 INFERENCE: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 71 INFERENCE: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 72 DATA CENTER GPU MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
TABLE 73 DATA CENTER GPU MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 74 DATA CENTER GPU MARKET FOR GENERATIVE AI, BY TYPE, 2021-2024 (USD MILLION)
TABLE 75 DATA CENTER GPU MARKET FOR GENERATIVE AI, BY TYPE, 2025-2030 (USD MILLION)
TABLE 76 GENERATIVE AI: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 77 GENERATIVE AI: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 78 RULE-BASED MODELS: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 79 RULE-BASED MODELS: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 80 STATISTICAL MODELS: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 81 STATISTICAL MODELS: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 82 DEEP LEARNING: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 83 DEEP LEARNING: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 84 GENERATIVE ADVERSARIAL NETWORKS (GANS): DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 85 GENERATIVE ADVERSARIAL NETWORKS (GANS): DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 86 AUTOENCODERS: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 87 AUTOENCODERS: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 88 CONVOLUTIONAL NEURAL NETWORKS (CNNS): DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 89 CONVOLUTIONAL NEURAL NETWORKS (CNNS): DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 90 TRANSFORMER MODELS: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 91 TRANSFORMER MODELS: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 92 MACHINE LEARNING: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 93 MACHINE LEARNING: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 94 NATURAL LANGUAGE PROCESSING: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 95 NATURAL LANGUAGE PROCESSING: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 96 COMPUTER VISION: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 97 COMPUTER VISION: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 98 DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 99 DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 100 DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
TABLE 101 DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
TABLE 102 CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 103 CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 104 CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
TABLE 105 CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 106 ENTERPRISES: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 107 ENTERPRISES: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 108 ENTERPRISES: DATA CENTER GPU MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
TABLE 109 ENTERPRISES: DATA CENTER GPU MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 110 HEALTHCARE: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 111 HEALTHCARE: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 112 BFSI: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 113 BFSI: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 114 AUTOMOTIVE: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 115 AUTOMOTIVE: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 116 RETAIL & E-COMMERCE: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 117 RETAIL & E-COMMERCE: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 118 MEDIA & ENTERTAINMENT: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 119 MEDIA & ENTERTAINMENT: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 120 OTHERS: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 121 OTHERS: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 122 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 123 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 124 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
TABLE 125 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 126 DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 127 DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 128 NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 129 NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 130 NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
TABLE 131 NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 132 NORTH AMERICA: DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
TABLE 133 NORTH AMERICA: DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
TABLE 134 NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 135 NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 136 NORTH AMERICA: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
TABLE 137 NORTH AMERICA: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
TABLE 138 EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 139 EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 140 EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
TABLE 141 EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 142 EUROPE: DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
TABLE 143 EUROPE: DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
TABLE 144 EUROPE: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 145 EUROPE: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 146 EUROPE: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
TABLE 147 EUROPE: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
TABLE 148 ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 149 ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 150 ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
TABLE 151 ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 152 ASIA PACIFIC: DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
TABLE 153 ASIA PACIFIC: DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
TABLE 154 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 155 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 156 ASIA PACIFIC: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
TABLE 157 ASIA PACIFIC: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
TABLE 158 ROW: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
TABLE 159 ROW: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
TABLE 160 ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
TABLE 161 ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
TABLE 162 ROW: DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
TABLE 163 ROW: DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
TABLE 164 ROW: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
TABLE 165 ROW: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
TABLE 166 ROW: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
TABLE 167 ROW: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
TABLE 168 AFRICA: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 169 AFRICA: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 170 MIDDLE EAST: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
TABLE 171 MIDDLE EAST: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 172 OVERVIEW OF STRATEGIES ADOPTED BY DATA CENTER GPU VENDORS AND CLOUD SERVICE PROVIDERS
TABLE 173 DATA CENTER GPU MARKET SHARE ANALYSIS, 2024
TABLE 174 DATA CENTER GPU MARKET: REGIONAL FOOTPRINT, 2024
TABLE 175 DATA CENTER GPU MARKET: DEPLOYMENT FOOTPRINT, 2024
TABLE 176 DATA CENTER GPU MARKET: FUNCTION FOOTPRINT, 2024
TABLE 177 DATA CENTER GPU MARKET: END USER FOOTPRINT, 2024
TABLE 178 GPU-AS-A-SERVICE (GPUAAS) MARKET: LIST OF KEY STARTUPS/SMES, 2024
TABLE 179 GPU-AS-A-SERVICE (GPUAAS) MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, 2024
TABLE 180 DATA CENTER GPU MARKET: PRODUCT LAUNCHES, FEBRUARY 2022-JANUARY 2025
TABLE 181 DATA CENTER GPU MARKET: DEALS, FEBRUARY 2022-JANUARY 2025
TABLE 182 NVIDIA CORPORATION: COMPANY OVERVIEW
TABLE 183 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 184 NVIDIA CORPORATION: PRODUCT LAUNCHES
TABLE 185 NVIDIA CORPORATION: DEALS
TABLE 186 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
TABLE 187 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 188 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES
TABLE 189 ADVANCED MICRO DEVICES, INC.: DEALS
TABLE 190 INTEL CORPORATION: COMPANY OVERVIEW
TABLE 191 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 192 INTEL CORPORATION: PRODUCT LAUNCHES
TABLE 193 INTEL CORPORATION: DEALS
TABLE 194 GOOGLE: COMPANY OVERVIEW
TABLE 195 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 196 GOOGLE: PRODUCT LAUNCHES
TABLE 197 GOOGLE: DEALS
TABLE 198 MICROSOFT: COMPANY OVERVIEW
TABLE 199 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 200 MICROSOFT: DEALS
TABLE 201 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW
TABLE 202 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 203 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES
TABLE 204 AMAZON WEB SERVICES, INC.: DEALS
TABLE 205 IBM: COMPANY OVERVIEW
TABLE 206 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 207 IBM: PRODUCT LAUNCHES
TABLE 208 IBM: DEALS
TABLE 209 ALIBABA CLOUD: COMPANY OVERVIEW
TABLE 210 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 211 ALIBABA CLOUD: PRODUCT LAUNCHES
TABLE 212 ALIBABA CLOUD: DEALS
TABLE 213 ORACLE: COMPANY OVERVIEW
TABLE 214 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 215 ORACLE: PRODUCT LAUNCHES
TABLE 216 ORACLE: DEALS
TABLE 217 COREWEAVE: COMPANY OVERVIEW
TABLE 218 COREWEAVE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 219 COREWEAVE: DEALS
TABLE 220 TENCENT CLOUD: COMPANY OVERVIEW
TABLE 221 TENCENT CLOUD: PRODUCTS/SERVICES/SOLUTIONS OFFERED
TABLE 222 TENCENT CLOUD: EXPANSIONS
TABLE 223 LAMBDA: COMPANY OVERVIEW
TABLE 224 LAMBDA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 225 LAMBDA: DEALS
TABLE 226 VAST.AI: COMPANY OVERVIEW
TABLE 227 RUNPOD: COMPANY OVERVIEW
TABLE 228 SCALEMATRIX HOLDINGS, INC.: COMPANY OVERVIEW
TABLE 229 DIGITALOCEAN: COMPANY OVERVIEW
TABLE 230 JARVISLABS.AI: COMPANY OVERVIEW
TABLE 231 FLUIDSTACK: COMPANY OVERVIEW
TABLE 232 OVH SAS: COMPANY OVERVIEW
TABLE 233 E2E NETWORKS LIMITED: COMPANY OVERVIEW
TABLE 234 ACE CLOUD: COMPANY OVERVIEW
TABLE 235 SNOWCELL: COMPANY OVERVIEW
TABLE 236 LINODE LLC: COMPANY OVERVIEW
TABLE 237 YOTTA DATA SERVICES PVT LTD: COMPANY OVERVIEW
TABLE 238 VULTR: COMPANY OVERVIEW
TABLE 239 RACKSPACE TECHNOLOGY: COMPANY OVERVIEW
TABLE 240 GCORE: COMPANY OVERVIEW
TABLE 241 NEBIUS B.V.: COMPANY OVERVIEW

List of Figures

FIGURE 1 DATA CENTER GPU MARKET SEGMENTATION AND REGIONAL SCOPE
FIGURE 2 DATA CENTER GPU MARKET: RESEARCH DESIGN
FIGURE 3 DATA CENTER GPU MARKET: RESEARCH FLOW OF MARKET SIZE ESTIMATION
FIGURE 4 DATA CENTER GPU MARKET: SUPPLY-SIDE ANALYSIS
FIGURE 5 DATA CENTER GPU MARKET: BOTTOM-UP APPROACH
FIGURE 6 DATA CENTER GPU MARKET: TOP-DOWN APPROACH
FIGURE 7 DATA CENTER GPU MARKET: DATA TRIANGULATION
FIGURE 8 CLOUD SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2030
FIGURE 9 INFERENCE FUNCTION SEGMENT TO DOMINATE MARKET IN 2030
FIGURE 10 GENERATIVE AI SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 11 CLOUD SERVICE PROVIDERS TO LEAD MARKET DURING FORECAST PERIOD
FIGURE 12 ASIA PACIFIC TO LEAD MARKET IN 2030
FIGURE 13 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2025
FIGURE 14 INCREASING INVESTMENT BY CLOUD SERVICE PROVIDERS AND GROWING ADOPTION OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING TO DRIVE MARKET
FIGURE 15 ON-PREMISES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD
FIGURE 16 INFERENCE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
FIGURE 17 GENERATIVE AI APPLICATION TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 18 ENTERPRISES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 19 CHINA TO WITNESS HIGHEST CAGR IN GLOBAL DATA CENTER GPU MARKET DURING FORECAST PERIOD
FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN DATA CENTER GPU MARKET
FIGURE 21 IMPACT ANALYSIS: DRIVERS
FIGURE 22 DATA CENTER ELECTRICITY CONSUMPTION 2022-2026
FIGURE 23 IMPACT ANALYSIS: RESTRAINTS
FIGURE 24 IMPACT ANALYSIS: OPPORTUNITIES
FIGURE 25 IMPACT ANALYSIS: CHALLENGES
FIGURE 26 DATA CENTER GPU MARKET: PORTER'S FIVE FORCES ANALYSIS
FIGURE 27 DATA CENTER GPU: ECOSYSTEM ANALYSIS
FIGURE 28 DATA CENTER GPU MARKET: VALUE CHAIN ANALYSIS
FIGURE 29 IMPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS IN TOP 5 COUNTRIES, 2010-2024
FIGURE 30 EXPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS IN TOP 5 COUNTRIES, 2020-2024
FIGURE 31 AVERAGE SELLING PRICE OF DATA CENTER GPUS, BY REGION, 2021-2024 (USD)
FIGURE 32 DATA CENTER GPU MARKET: PATENT ANALYSIS, 2014-2024
FIGURE 33 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS
FIGURE 34 KEY BUYING CRITERIA FOR TOP 3 END USERS
FIGURE 35 INVESTMENT AND FUNDING SCENARIO, 2023 Q1-2024 Q2
FIGURE 36 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS
FIGURE 37 IAAS SEGMENT TO DOMINATE GPU-AS-A-SERVICE MARKET DURING FORECAST PERIOD
FIGURE 38 ASIA PACIFIC TO RECORD HIGHEST CAGR IN MARKET FOR PAAS BETWEEN 2025 AND 2030
FIGURE 39 PUBLIC CLOUD SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2030
FIGURE 40 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF MARKET FOR PRIVATE CLOUD IN 2030
FIGURE 41 CLOUD SEGMENT TO REGISTER HIGHER MARKET SIZE DURING FORECAST PERIOD
FIGURE 42 BENEFITS OF CLOUD-BASED DEPLOYMENT
FIGURE 43 INFERENCE TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
FIGURE 44 GENERATIVE AI SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
FIGURE 45 CLOUD SERVICE PROVIDERS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
FIGURE 46 ASIA PACIFIC TO BE FASTEST-GROWING MARKET DURING FORECAST PERIOD
FIGURE 47 NORTH AMERICA: DATA CENTER GPU MARKET SNAPSHOT
FIGURE 48 US TO RECORD HIGHEST MARKET SIZE DURING FORECAST PERIOD
FIGURE 49 EUROPE: DATA CENTER GPU MARKET SNAPSHOT
FIGURE 50 UK TO BE FASTEST-GROWING MARKET IN EUROPE DURING FORECAST PERIOD
FIGURE 51 ASIA PACIFIC: DATA CENTER GPU MARKET SNAPSHOT
FIGURE 52 CHINA TO LEAD DATA CENTER GPU MARKET IN ASIA PACIFIC DURING FORECAST PERIOD
FIGURE 53 ROW: DATA CENTER GPU MARKET SNAPSHOT
FIGURE 54 SOUTH AMERICA TO LEAD DATA CENTER GPU MARKET IN ROW DURING FORECAST PERIOD
FIGURE 55 REVENUE ANALYSIS OF FIVE KEY PLAYERS IN DATA CENTER GPU MARKET, 2021-2024 (USD MILLION)
FIGURE 56 DATA CENTER GPU MARKET: SHARE OF KEY PLAYERS
FIGURE 57 COMPANY VALUATION, 2025 (USD TRILLION)
FIGURE 58 FINANCIAL METRICS (EV/EBITDA), 2025
FIGURE 59 BRAND/PRODUCT COMPARISON
FIGURE 60 DATA CENTER GPU MARKET: COMPETITIVE EVALUATION MATRIX (KEY PLAYERS), 2024
FIGURE 61 GPU-AS-A-SERVICE (GPUAAS) MARKET: COMPETITIVE EVALUATION MATRIX (KEY PLAYERS), 2024
FIGURE 62 DATA CENTER GPU MARKET: COMPANY FOOTPRINT, 2024
FIGURE 63 GPU-AS-A-SERVICE (GPUAAS) MARKET: EVALUATION MATRIX (STARTUPS/SMES), 2024
FIGURE 64 NVIDIA CORPORATION: COMPANY SNAPSHOT
FIGURE 65 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT
FIGURE 66 INTEL CORPORATION: COMPANY SNAPSHOT
FIGURE 67 GOOGLE: COMPANY SNAPSHOT
FIGURE 68 MICROSOFT: COMPANY SNAPSHOT
FIGURE 69 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
FIGURE 70 IBM: COMPANY SNAPSHOT
FIGURE 71 ORACLE: COMPANY SNAPSHOT
FIGURE 72 COREWEAVE: COMPANY SNAPSHOT
FIGURE 73 TENCENT CLOUD: COMPANY SNAPSHOT

Data Center GPU Market by Deployment (Cloud, On-premises), Function (Training, Inference), Application (Generative AI, Machine Learning, Natural Language Processing, Computer Vision), End User (CSP, Enterprises) & Region - Global Forecast to 2030

Description

Table of Contents

List of Tables

The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

Research Coverage:

Key Benefits of Buying the Report:

TABLE OF CONTENTS

1 INTRODUCTION

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

5 MARKET OVERVIEW

6 GPU-AS-A-SERVICE (GPUAAS) LANDSCAPE

7 DATA CENTER GPU MARKET, BY DEPLOYMENT

8 DATA CENTER GPU MARKET, BY FUNCTION

9 DATA CENTER GPU MARKET, BY APPLICATION

10 DATA CENTER GPU MARKET, BY END USER

11 DATA CENTER GPU MARKET, BY REGION

12 COMPETITIVE LANDSCAPE

13 COMPANY PROFILES

14 APPENDIX

List of Tables

List of Figures