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데이터 센터 GPU 시장 – 2030년까지의 세계 예측

Data Center GPU Market – Global Forecast To 2030

데이터 센터 GPU 시장 – 배포(클라우드, 온프레미스), 기능(교육, 추론), 용도(생성 AI, 기계 학습, 자연 언어 처리, 컴퓨터 비전), 최종 사용자(CSP, 엔터프라이즈) 및 지역별 – 2030년까지의 세계 예측

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

조사회사 MarketsandMarkets
출판년월 2025년5월
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구성 영문조사보고서

    주문/문의    조사회사/라이센스/납기안내

본 보고서는 데이터센터 GPU 시장을 세분화하고, 배포 방식(클라우드, 온프레미스), 기능(학습, 추론), 애플리케이션(생성 AI, 머신러닝, 자연어 처리, 컴퓨터 비전), 최종 사용자(클라우드 서비스 제공업체, 기업, 정부 기관)별로 시장 규모를 예측합니다. 또한 시장의 성장 동력, 제약, 기회, 그리고 과제에 대해서도 논의합니다. 북미, 유럽, 아시아 태평양, RoW 등 4개 주요 지역에 대한 시장 현황을 자세히 살펴보고, 주요 업체에 대한 생태계 분석도 제공합니다.

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.

글로벌 데이터 센터 GPU 시장 규모는 2024년에 873억 2천만 달러로 평가되었습니다. 2030년까지 2,280억 4천만 달러에 이를 것으로 예상되며, 2025년부터 2030년까지의 예측 기간 동안 연평균 성장률은 13.7%입니다.

데이터 센터 GPU 시장 – 2030년까지의 세계 예측
data-center-gpu-market

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.

데이터 센터 GPU 시장은 인공지능(AI)과 머신러닝(ML)의 광범위한 도입, 고성능 컴퓨팅에 대한 수요 증가, 클라우드 서비스 확장 등 여러 주요 요인으로 인해 빠르게 성장하고 있습니다. 기업들은 딥러닝, 대규모 언어 모델, 데이터 분석을 개선하기 위해 GPU를 활용하고 있습니다. 생성적 AI 애플리케이션과 실시간 추론 시스템의 등장은 견고한 GPU 인프라에 대한 수요를 더욱 높이고 있습니다. 하이퍼스케일 데이터센터에 대한 투자와 국가 AI 역량 강화를 위한 정부 정책 또한 이러한 성장에 기여하고 있습니다. Amazon Web Services, Google Cloud, Microsoft Azure와 같은 주요 클라우드 제공업체들은 자사 GPU 솔루션을 강화하고 있으며, NVIDIA와 AMD와 같은 기업들은 학습 및 추론 워크로드에 최적화된 고급 GPU를 출시하고 있습니다.

“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.

데이터 센터 GPU 시장 – 2030년까지의 세계 예측 region
data-center-gpu-market-region

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).

데이터 센터 GPU 시장 – 2030년까지의 세계 예측 ecosystem
data-center-gpu-market-ecosystem

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)

Table of Contents

1               INTRODUCTION              27

1.1           STUDY OBJECTIVES       27

1.2           MARKET DEFINITION   27

1.3           STUDY SCOPE   28

1.3.1        MARKETS COVERED       28

1.3.2        INCLUSIONS AND EXCLUSIONS 29

1.3.3        YEARS CONSIDERED      30

1.4           CURRENCY CONSIDERED            30

1.5           UNIT CONSIDERED        30

1.6           LIMITATIONS    30

1.7           STAKEHOLDERS               31

1.8           SUMMARY OF CHANGES               31

2               RESEARCH METHODOLOGY       33

2.1           RESEARCH DATA              33

2.1.1        SECONDARY DATA          34

2.1.1.1    List of major secondary sources         34

2.1.1.2    Key data from secondary sources       35

2.1.2        PRIMARY DATA 35

2.1.2.1    List of primary interview participants               36

2.1.2.2    Breakdown of primaries      36

2.1.2.3    Key data from primary sources           36

2.1.2.4    Key industry insights           38

2.1.3        SECONDARY AND PRIMARY RESEARCH 38

2.2           MARKET SIZE ESTIMATION         39

2.2.1        BOTTOM-UP APPROACH              40

2.2.1.1    Approach to estimate market size using bottom-up analysis

(demand side)       40

2.2.2        TOP-DOWN APPROACH                41

2.2.2.1    Approach to estimate market size using top-down analysis

(supply side)         41

2.3           MARKET BREAKDOWN AND DATA TRIANGULATION                 42

2.4           RESEARCH ASSUMPTIONS           43

2.5           RISK ASSESSMENT           44

2.6           RESEARCH LIMITATIONS             44

3               EXECUTIVE SUMMARY  45

4               PREMIUM INSIGHTS       49

4.1           ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA CENTER GPU MARKET  49

4.2           DATA CENTER GPU MARKET, BY DEPLOYMENT                 50

4.3           DATA CENTER GPU MARKET, BY FUNCTION      50

4.4           DATA CENTER GPU MARKET, BY APPLICATION                 51

4.5           DATA CENTER GPU MARKET, BY END USER        51

4.6           DATA CENTER GPU MARKET, BY COUNTRY        52

5               MARKET OVERVIEW       53

5.1           INTRODUCTION              53

5.2           MARKET DYNAMICS       53

5.2.1        DRIVERS               54

5.2.1.1    Growing adoption of AI and machine learning                54

5.2.1.2    Growing demand for high performance computing (HPC)                 54

5.2.1.3    Cloud computing expansion                55

5.2.2        RESTRAINTS      56

5.2.2.1    High costs of GPUs and infrastructure             56

5.2.2.2    Short product lifecycle         57

5.2.3        OPPORTUNITIES              58

5.2.3.1    Growth in autonomous systems         58

5.2.3.2    Emergence of edge computing           58

5.2.3.3    Advancements in quantum computing synergy               59

5.2.4        CHALLENGES    60

5.2.4.1    Existence of alternative technologies 60

5.2.4.2    Stringent regulatory framework         61

5.2.4.3    Supply chain disruptions     61

5.3           PORTER’S FIVE FORCES ANALYSIS            62

5.4           ECOSYSTEM ANALYSIS  64

5.5           VALUE CHAIN ANALYSIS               65

5.6           REGULATORY LANDSCAPE         67

5.6.1        REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS  67

5.6.2        STANDARDS      71

5.6.3        REGULATIONS  73

5.6.3.1    North America      73

5.6.3.1.1 US           73

5.6.3.1.2 Canada   73

5.6.3.2    Europe   73

5.6.3.2.1 Germany                 73

5.6.3.2.2 France    73

5.6.3.3    Asia Pacific            73

5.6.3.3.1 Japan      73

5.6.3.3.2 China      73

5.6.3.4    RoW        73

5.6.3.4.1 Brazil      73

5.6.3.4.2 South Africa           74

5.7           TRADE ANALYSIS             74

5.7.1        IMPORT DATA (HS CODE 847330)              74

5.7.2        EXPORT SCENARIO (HS CODE 847330)    75

5.8           PRICING ANALYSIS          76

5.8.1        INDICATIVE PRICING TREND OF DATA CENTER GPU OFFERED

BY KEY PLAYERS, BY FUNCTION, 2024 (USD)       76

5.8.2        INDICATIVE PRICING TREND OF DATA CENTER GPUS, BY KEY PLAYER, 2024      77

5.8.3        AVERAGE SELLING PRICE OF DATA CENTER GPUS, BY REGION,

2021–2024 (USD)                80

5.9           TECHNOLOGY ANALYSIS             80

5.9.1        KEY TECHNOLOGIES     80

5.9.1.1    Parallel processing architectures        80

5.9.1.2    High bandwidth memory (HBM)      81

5.9.2        ADJACENT TECHNOLOGIES       81

5.9.2.1    Application-specific integrated circuits (ASIC)               81

5.9.2.2    Field-programmable gate arrays (FPGA)         81

5.9.3        COMPLEMENTARY TECHNOLOGIES       82

5.9.3.1    Non-volatile memory express (NVMe)             82

5.9.3.2    Infiniband              82

5.10         PATENT ANALYSIS          83

5.11         CASE STUDY ANALYSIS 85

5.11.1      DECENTRALIZED DIGITAL WORLD OF MEDIA AND ENTERTAINMENT           85

5.11.2      TERRAY THERAPEUTICS – LEVERAGING GENERATIVE AI FOR

SMALL-MOLECULE DRUG DISCOVERY  86

5.11.3      SIEMENS HEALTHINEERS – STREAMLINING CANCER RADIATION

THERAPY WITH AI           86

5.11.4      GAC R&D CENTER – BOOSTING VEHICLE AERODYNAMICS WITH NVIDIA GPUS     87

5.11.5      STONE RIDGE TECHNOLOGY – REDUCING COMPOSITIONAL MODEL RUNTIMES WITH ECHELON 2.0                 87

5.12         KEY STAKEHOLDERS AND BUYING CRITERIA     88

5.12.1      KEY STAKEHOLDERS IN BUYING PROCESS           88

5.12.2      BUYING CRITERIA           89

5.13         KEY CONFERENCES AND EVENTS, 2025–2026        90

5.14         INVESTMENT AND FUNDING SCENARIO, 2023 Q1–2024 Q2           91

5.15         TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS            91

5.16         TRUMP IMPACT OVERVIEW        92

5.17         KEY TARIFF RATES          93

5.18         KEY IMPACTS ON VARIOUS REGIONS     94

5.18.1      US           94

5.18.2      EUROPE               95

5.18.3      ASIA PACIFIC     95

5.19         IMPACT ON SUPPLY CHAIN IN ASIA PACIFIC       95

5.20         EXEMPTIONS AND LOOPHOLES FOR GPUS IN TRUMP TARIFFS UNDER

USMCA AGREEMENT      96

5.21         END-USE INDUSTRY-LEVEL IMPACT       97

6               GPU-AS-A-SERVICE (GPUAAS) LANDSCAPE          99

6.1           INTRODUCTION              100

6.2           SERVICE MODEL               100

6.2.1        IAAS       102

6.2.1.1    Rise in edge computing and real-time data processing to boost segmental growth 102

6.2.2        PAAS      108

6.2.2.1    Cost efficiency, scalability, and operational simplicity to contribute to segmental growth          108

6.3           DEPLOYMENT  114

6.3.1        PUBLIC CLOUD 115

6.3.1.1    Scalability and high-performance computing capabilities to augment segmental growth 115

6.3.2        PRIVATE CLOUD              116

6.3.2.1    Enhanced control, security, and customization to foster

segmental growth 116

6.3.3        HYBRID CLOUD                118

6.3.3.1    Ability to handle dynamic workloads and data security to accelerate segmental growth               118

7               DATA CENTER GPU MARKET, BY DEPLOYMENT                 119

7.1           INTRODUCTION              120

7.2           CLOUD 121

7.2.1        INCREASING FLEXIBILITY, SCALABILITY, AND COST EFFICIENCY TO

DRIVE GROWTH               121

7.3           ON-PREMISES   123

7.3.1        GROWING DEMAND FOR CONTROL AND PERFORMANCE DRIVES

ON-PREMISE GPU DEPLOYMENTS           123

8               DATA CENTER GPU MARKET, BY FUNCTION      124

8.1           INTRODUCTION              125

8.2           TRAINING           126

8.2.1        GPU-DRIVEN PARALLEL PROCESSING ACCELERATES MACHINE LEARNING MODEL DEVELOPMENT IN DATA CENTERS             126

8.3           INFERENCE        127

8.3.1        REAL-TIME DECISION-MAKING DRIVES DEMAND FOR LOW-LATENCY

GPU INFERENCE IN DATA CENTERS        127

9               DATA CENTER GPU MARKET, BY APPLICATION                 129

9.1           INTRODUCTION              130

9.2           GENERATIVE AI                132

9.2.1        GENERATIVE AI UNLEASHES UNPRECEDENTED GPU DEMAND

IN DATA CENTERS           132

9.2.2        RULE-BASED MODELS   132

9.2.3        STATISTICAL MODELS  133

9.2.4        DEEP LEARNING               134

9.2.5        GENERATIVE ADVERSARIAL NETWORKS (GANS)                 135

9.2.6        AUTOENCODERS             136

9.2.7        CONVOLUTIONAL NEURAL NETWORKS (CNNS)                 137

9.2.8        TRANSFORMER MODELS              138

9.3           MACHINE LEARNING     139

9.3.1        MACHINE LEARNING’S EXPANDING FOOTPRINT DRIVES

DATA CENTER GPU GROWTH    139

9.4           NATURAL LANGUAGE PROCESSING       140

9.4.1        GPU ACCELERATION DRIVES NLP’S DATA CENTER DOMINANCE     140

9.5           COMPUTER VISION        141

9.5.1        GPU-POWERED COMPUTER VISION DRIVES DATA CENTER GROWTH           141

10            DATA CENTER GPU MARKET, BY END USER        143

10.1         INTRODUCTION              144

10.2         CLOUD SERVICE PROVIDERS     145

10.2.1      RISING USE OF DATA CENTER GPUS FOR AI AND MACHINE LEARNING APPLICATIONS TO DRIVE MARKET                 145

10.3         ENTERPRISES    147

10.3.1      ENTERPRISE AI ADOPTION FUELS ROBUST GROWTH IN

DATA CENTER GPU DEMAND    147

10.3.2      HEALTHCARE    148

10.3.2.1  Growing use of machine learning (ML) and deep learning (DL) models in medical field to propel market          148

10.3.3      BFSI       150

10.3.3.1  Increased use of HPC by BFSI enterprises to drive market                 150

10.3.4      AUTOMOTIVE   151

10.3.4.1  Rising popularity of autonomous cars to fuel adoption of GPUs                 151

10.3.5      RETAIL & E-COMMERCE                152

10.3.5.1  Rising need to handle massive amounts of retail and e-commerce data to accelerate adoption of GPUs 152

10.3.6      MEDIA & ENTERTAINMENT        153

10.3.6.1  Increasing use of AI for content creation and recommendation to drive market          153

10.3.7      OTHERS                154

10.4         GOVERNMENT ORGANIZATIONS             156

10.4.1      RISING ADOPTION OF AI BY GOVERNMENT ORGANIZATIONS FOR

NATIONAL SECURITY TO DRIVE MARKET            156

11            DATA CENTER GPU MARKET, BY REGION            158

11.1         INTRODUCTION              159

11.2         NORTH AMERICA             160

11.2.1      MACROECONOMIC OUTLOOK FOR NORTH AMERICA                 160

11.2.2      US           164

11.2.2.1  High demand for GPUs from AI workloads to drive market                 164

11.2.3      CANADA               165

11.2.3.1  Strategic government initiatives to boost market growth                 165

11.2.4      MEXICO                166

11.2.4.1  Increasing investments in Mexico by hyperscalers to support

market growth       166

11.3         EUROPE               166

11.3.1      MACROECONOMIC OUTLOOK FOR EUROPE      167

11.3.2      GERMANY           172

11.3.2.1  Increasing adoption of automation solutions in automotive industry to drive market      172

11.3.3      UK          173

11.3.3.1  Strong demand from essential IT services and advent for new startups to drive market       173

11.3.4      FRANCE                173

11.3.4.1  Significant AI investments to drive market      173

11.3.5      ITALY    174

11.3.5.1  Partnerships between technology providers and government incentives drive market        174

11.3.6      SPAIN    174

11.3.6.1  Surging investments by hyperscalers and other companies to

drive market          174

11.3.7      POLAND               175

11.3.7.1  Growing cloud adoption and AI investments to boost

market opportunities            175

11.3.8      NORDICS             175

11.3.8.1  Rising adoption of accelerated computing technologies in

data center to drive market 175

11.3.9      REST OF EUROPE             176

11.4         ASIA PACIFIC     176

11.4.1      MACROECONOMIC OUTLOOK FOR ASIA PACIFIC                 177

11.4.2      CHINA  182

11.4.2.1  Rapid government funding and initiatives to drive market                 182

11.4.3      SOUTH KOREA  183

11.4.3.1  Rising investment and need for real-time data processing

to drive market      183

11.4.4      JAPAN   183

11.4.4.1  Increasing hyperscaler investments to drive market       183

11.4.5      INDIA    184

11.4.5.1  Government initiatives and incentives to drive market  184

11.4.6      AUSTRALIA         184

11.4.6.1  Domestic HPC push signals Australia’s commitment to

AI advancement    184

11.4.7      INDONESIA        185

11.4.7.1  Indonesia’s digital ambition drives significant investment                 185

11.4.8      MALAYSIA           185

11.4.8.1  Global cloud leaders drive massive data center GPU expansion

in Malaysia             185

11.4.9      THAILAND          186

11.4.9.1  Strategic location and policies position Thailand for HPC leadership               186

11.4.10   VIETNAM             186

11.4.10.1                 NVIDIA’s strategic partnerships catalyze market                 186

11.4.11   REST OF ASIA PACIFIC   187

11.5         ROW      187

11.5.1      MACROECONOMIC OUTLOOK FOR ROW              187

11.5.2      SOUTH AMERICA             192

11.5.2.1  Global players investing in region for data center infrastructure to drive demand    192

11.5.3      AFRICA 192

11.5.3.1  Rising focus of manufacturing firms on streamlining workflow and improving product quality to create opportunities  192

11.5.4      MIDDLE EAST   193

11.5.4.1  Booming AI initiatives to drive demand           193

11.5.4.2  GCC       194

11.5.4.3  Bahrain  195

11.5.4.3.1                Increased government initiatives to drive market                 195

11.5.4.4  Kuwait    195

11.5.4.4.1                Kuwait accelerates GPU-driven digital transformation with national cloud and AI initiatives                195

11.5.4.5  Oman     195

11.5.4.5.1                Regional HPC hub with GPU-backed data center growth    195

11.5.4.6  Qatar      196

11.5.4.6.1                Qatar scales AI infrastructure with GPU investments ahead of smart city and research expansion     196

11.5.4.7  Saudi Arabia          196

11.5.4.7.1                Leads Gulf GPU market with hyperscale AI data center mega projects        196

11.5.4.8  United Arab Emirates (UAE)             196

11.5.4.8.1                UAE advances AI supercomputing ambitions through massive GPU-powered data center investments              196

11.5.4.9  Rest of Middle East              196

12            COMPETITIVE LANDSCAPE         198

12.1         OVERVIEW          198

12.2         KEY PLAYER STRATEGIES/RIGHT TO WIN, 2022–2025                 198

12.3         REVENUE ANALYSIS, 2018–2022  200

12.4         MARKET SHARE ANALYSIS, 2024                 201

12.5         COMPANY VALUATION AND FINANCIAL METRICS                 202

12.6         BRAND/PRODUCT COMPARISON             203

12.7         COMPANY EVALUATION MATRIX FOR DATA CENTER GPUS: KEY PLAYERS, 2024             204

12.7.1      STARS   204

12.7.2      EMERGING LEADERS     204

12.7.3      PERVASIVE PLAYERS      204

12.7.4      PARTICIPANTS 204

12.8         COMPANY EVALUATION MATRIX FOR GPU-AS-A-SERVICE (GPUAAS):

KEY PLAYERS, 2024           206

12.8.1      STARS   206

12.8.2      EMERGING LEADERS     206

12.8.3      PERVASIVE PLAYERS      206

12.8.4      PARTICIPANTS 206

12.8.5      COMPANY FOOTPRINT: KEY PLAYERS, 2024         208

12.8.5.1  Company footprint               208

12.8.5.2  Regional footprint                 209

12.8.5.3  Deployment footprint          210

12.8.5.4  Function footprint                211

12.8.5.5  End user footprint                 212

12.9         COMPANY EVALUATION MATRIX FOR GPU-AS-A-SERVICE (GPUAAS):

STARTUPS/SMES, 2024   213

12.9.1      PROGRESSIVE COMPANIES         213

12.9.2      RESPONSIVE COMPANIES            213

12.9.3      DYNAMIC COMPANIES  213

12.9.4      STARTING BLOCKS         213

12.9.5      COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024                 215

12.9.5.1  Detailed list of key startups/SMEs    215

12.9.5.2  Detailed list of key startups/SMEs    216

12.10       COMPETITIVE SCENARIO AND TRENDS                216

12.10.1   PRODUCT LAUNCHES   216

12.10.2   DEALS  218

13            COMPANY PROFILES      220

13.1         KEY PLAYERS     220

13.1.1      NVIDIA CORPORATION 220

13.1.1.1  Business overview 220

13.1.1.2  Products/Solutions/Services offered 221

13.1.1.3  Recent developments           224

13.1.1.3.1                Product launches  224

13.1.1.3.2                Deals      224

13.1.1.4  MnM view              225

13.1.1.4.1                Key strengths        225

13.1.1.4.2                Strategic choices   225

13.1.1.4.3                Weaknesses and competitive threats 225

13.1.2      ADVANCED MICRO DEVICES, INC.           226

13.1.2.1  Business overview 226

13.1.2.2  Products/Solutions/Services offered 227

13.1.2.3  Recent developments           229

13.1.2.3.1                Product launches  229

13.1.2.3.2                Deals      230

13.1.2.4  MnM view              231

13.1.2.4.1                Key strengths        231

13.1.2.4.2                Strategic choices   231

13.1.2.4.3                Weaknesses and competitive threats 231

13.1.3      INTEL CORPORATION   232

13.1.3.1  Business overview 232

13.1.3.2  Products/Solutions/Services offered 233

13.1.3.3  Recent developments           235

13.1.3.3.1                Product launches  235

13.1.3.3.2                Deals      235

13.1.3.4  MnM view              236

13.1.3.4.1                Key strengths        236

13.1.3.4.2                Strategic choices   236

13.1.3.4.3                Weaknesses and competitive threats 236

13.1.4      GOOGLE              237

13.1.4.1  Business overview 237

13.1.4.2  Recent developments           239

13.1.4.2.1                Product launches  239

13.1.4.2.2                Deals      239

13.1.4.3  MnM view              240

13.1.4.3.1                Key strengths        240

13.1.4.3.2                Strategic choices   240

13.1.4.3.3                Weaknesses and competitive threats 240

13.1.5      MICROSOFT       241

13.1.5.1  Business overview 241

13.1.5.2  Products/Solutions/Services offered 242

13.1.5.3  Recent developments           243

13.1.5.3.1                Deals      243

13.1.5.4  MnM view              244

13.1.5.4.1                Key strengths        244

13.1.5.4.2                Strategic choices   244

13.1.5.4.3                Weaknesses and competitive threats 244

13.1.6      AMAZON WEB SERVICES, INC.    245

13.1.6.1  Business overview 245

13.1.6.2  Products/Solutions/Services offered 246

13.1.6.3  Recent developments           247

13.1.6.3.1                Product launches  247

13.1.6.3.2                Deals      248

13.1.7      IBM        249

13.1.7.1  Business overview 249

13.1.7.2  Products/Solutions/Services offered 250

13.1.7.3  Recent developments           251

13.1.7.3.1                Product launches  251

13.1.7.3.2                Deals      252

13.1.8      ALIBABA CLOUD              253

13.1.8.1  Business overview 253

13.1.8.2  Products/Solutions/Services offered 253

13.1.8.3  Recent developments           254

13.1.8.3.1                Product launches  254

13.1.8.3.2                Deals      254

13.1.9      ORACLE                255

13.1.9.1  Business overview 255

13.1.9.2  Products/Solutions/Services offered 257

13.1.9.3  Recent developments           257

13.1.9.3.1                Product launches  257

13.1.9.3.2                Deals      258

13.1.10   COREWEAVE.    259

13.1.10.1                 Business overview 259

13.1.10.2                 Products/Solutions/Services offered 260

13.1.10.3                 Recent developments           261

13.1.10.3.1             Deals      261

13.1.11   TENCENT CLOUD            262

13.1.11.1                 Business overview 262

13.1.11.2                 Products/Solutions/Services offered 263

13.1.11.3                 Recent developments           263

13.1.11.3.1             Expansions             263

13.1.12   LAMBDA              264

13.1.12.1                 Business overview 264

13.1.12.2                 Products/Solutions/Services offered 264

13.1.12.3                 Recent developments           265

13.1.12.3.1             Deals      265

13.2         OTHER PLAYERS              266

13.2.1      VAST.AI                266

13.2.2      RUNPOD              267

13.2.3      SCALEMATRIX HOLDINGS, INC.                 268

13.2.4      DIGITALOCEAN                269

13.2.5      JARVISLABS.AI  270

13.2.6      FLUIDSTACK     271

13.2.7      OVH SAS               272

13.2.8      E2E NETWORKS LIMITED             273

13.2.9      ACE CLOUD        274

13.2.10   SNOWCELL         275

13.2.11   LINODE LLC       275

13.2.12   YOTTA DATA SERVICES PVT LTD.            276

13.2.13   VULTR  277

13.2.14   RACKSPACE TECHNOLOGY         278

13.2.15   GCORE 279

13.2.16   NEBIUS B.V.        280

14            APPENDIX           281

14.1         INSIGHTS FROM INDUSTRY EXPERTS     281

14.2         DISCUSSION GUIDE        282

14.3         KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL                284

14.4         CUSTOMIZATION OPTIONS        286

14.5         RELATED REPORTS         286

14.6         AUTHOR DETAILS           287

LIST OF TABLES

TABLE 1                DATA CENTER GPU MARKET: RISK ANALYSIS                 44

TABLE 2                DATA CENTER GPU MARKET: PORTER’S FIVE FORCES ANALYSIS           62

TABLE 3                ROLE OF PLAYERS IN DATA CENTER GPU ECOSYSTEM       65

TABLE 4                NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS  67

TABLE 5                EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS  68

TABLE 6                ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS  70

TABLE 7                ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS  71

TABLE 8                STANDARDS      71

TABLE 9                IMPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION)            75

TABLE 10              EXPORT DATA FOR HS CODE 847950-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION)            76

TABLE 11              INDICATIVE PRICING TREND OF DATA CENTER GPU OFFERED BY KEY PLAYERS,

BY FUNCTION, 2024 (USD)           76

TABLE 12              INDICATIVE PRICING TREND OF DATA CENTER GPUS, BY KEY PLAYER, 2024         77

TABLE 13              AVERAGE SELLING PRICE TREND OF DATA CENTER GPU, BY REGION,

2021–2024 (USD)                80

TABLE 14              LIST OF APPLIED/GRANTED PATENTS RELATED TO DATA CENTER GPU,

JANUARY 2025    84

TABLE 15              INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS (%)      88

TABLE 16              KEY BUYING CRITERIA FOR TOP 3 END USERS                 89

TABLE 17              KEY CONFERENCES AND EVENTS, 2025–2026                 90

TABLE 18              US ADJUSTED RECIPROCAL TARIFF RATES                 93

TABLE 19              EXEMPTED PRODUCTS (BY HS CODE) FROM CANADA AND MEXICO TO

US UNDER USMCA (US-MEXICO-CANADA) AGREEMENT                 96

TABLE 20              GPU-AS-A-SERVICE MARKET, BY SERVICE MODEL, 2021–2024 (USD MILLION)           101

TABLE 21              GPU-AS-A-SERVICE MARKET, BY SERVICE MODEL, 2025–2030 (USD MILLION)           101

TABLE 22              IAAS MARKET, BY REGION, 2021–2024 (USD MILLION)            102

TABLE 23              IAAS MARKET, BY REGION, 2025–2030 (USD MILLION)            103

TABLE 24              NORTH AMERICA: IAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION)            103

TABLE 25              NORTH AMERICA: IAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION)            103

TABLE 26              EUROPE: IAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION)       104

TABLE 27              EUROPE: IAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION)       104

TABLE 28              ASIA PACIFIC: IAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION)            105

TABLE 29              ASIA PACIFIC: IAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION)            105

TABLE 30              ROW: IAAS MARKET, BY REGION, 2021–2024 (USD MILLION)            106

TABLE 31              ROW: IAAS MARKET, BY REGION, 2025–2030 (USD MILLION)            106

TABLE 32              MIDDLE EAST: IAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION)            106

TABLE 33              MIDDLE EAST: IAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION)            107

TABLE 34              AFRICA: IAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 107

TABLE 35              AFRICA: IAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 107

TABLE 36              PAAS MARKET, BY REGION, 2021–2024 (USD MILLION)            109

TABLE 37              PAAS MARKET, BY REGION, 2025–2030 (USD MILLION)            109

TABLE 38              NORTH AMERICA: PAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION)            110

TABLE 39              NORTH AMERICA: PAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION)            110

TABLE 40              EUROPE: PAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION)       110

TABLE 41              EUROPE: PAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION)       111

TABLE 42              ASIA PACIFIC: PAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION)            111

TABLE 43              ASIA PACIFIC: PAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION)            112

TABLE 44              ROW: PAAS MARKET, BY REGION, 2021–2024 (USD MILLION) 112

TABLE 45              ROW: PAAS MARKET, BY REGION, 2025–2030 (USD MILLION) 112

TABLE 46              MIDDLE EAST: PAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION)            113

TABLE 47              MIDDLE EAST: PAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION)            113

TABLE 48              AFRICA: PAAS MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 113

TABLE 49              AFRICA: PAAS MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 113

TABLE 50              GPU-AS-A-SERVICE MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION)            114

TABLE 51              GPU-AS-A-SERVICE MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION)            115

TABLE 52              PUBLIC CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION,

2021–2024 (USD MILLION)            116

TABLE 53              PUBLIC CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION,

2025–2030 (USD MILLION)            116

TABLE 54              PRIVATE CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION,

2021–2024 (USD MILLION)            117

TABLE 55              PRIVATE CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION,

2025–2030 (USD MILLION)            117

TABLE 56              HYBRID CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION,

2021–2024 (USD MILLION)            118

TABLE 57              HYBRID CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION,

2025–2030 (USD MILLION)            118

TABLE 58              DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION)            120

TABLE 59              DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION)            121

TABLE 60              CLOUD: DATA CENTER GPU MARKET, BY REGION, 2021–2024 (USD MILLION)          122

TABLE 61              CLOUD: DATA CENTER GPU MARKET, BY REGION, 2025–2030 (USD MILLION)          122

TABLE 62              ON-PREMISES: DATA CENTER GPU MARKET, BY REGION,

2021–2024 (USD MILLION)            123

TABLE 63              ON-PREMISES: DATA CENTER GPU MARKET, BY REGION,

2025–2030 (USD MILLION)            123

TABLE 64              DATA CENTER GPU MARKET, BY FUNCTION, 2021–2024 (USD MILLION)            125

TABLE 65              DATA CENTER GPU MARKET, BY FUNCTION, 2025–2030 (USD MILLION)            126

TABLE 66              DATA CENTER GPU MARKET, BY FUNCTION, 2021–2024 (THOUSAND UNITS)  126

TABLE 67              DATA CENTER GPU MARKET, BY FUNCTION, 2025–2030 (THOUSAND UNITS)  126

TABLE 68              TRAINING: DATA CENTER GPU MARKET, BY REGION, 2021–2024 (USD MILLION)          127

TABLE 69              TRAINING: DATA CENTER GPU MARKET, BY REGION, 2025–2030 (USD MILLION)          127

TABLE 70              INFERENCE: DATA CENTER GPU MARKET, BY REGION, 2021–2024 (USD MILLION)          128

TABLE 71              INFERENCE: DATA CENTER GPU MARKET, BY REGION, 2025–2030 (USD MILLION)          128

TABLE 72              DATA CENTER GPU MARKET, BY APPLICATION, 2021–2024 (USD MILLION)            130

TABLE 73              DATA CENTER GPU MARKET, BY APPLICATION, 2025–2030 (USD MILLION)            131

TABLE 74              DATA CENTER GPU MARKET FOR GENERATIVE AI, BY TYPE,

2021–2024 (USD MILLION)            131

TABLE 75              DATA CENTER GPU MARKET FOR GENERATIVE AI, BY TYPE,

2025–2030 (USD MILLION)            131

TABLE 76              GENERATIVE AI: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            132

TABLE 77              GENERATIVE AI: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            132

TABLE 78              RULE-BASED MODELS: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            133

TABLE 79              RULE-BASED MODELS: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            133

TABLE 80              STATISTICAL MODELS: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            134

TABLE 81              STATISTICAL MODELS: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            134

TABLE 82              DEEP LEARNING: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            135

TABLE 83              DEEP LEARNING: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            135

TABLE 84              GENERATIVE ADVERSARIAL NETWORKS (GANS): DATA CENTER GPU MARKET,

BY END USER, 2021–2024 (USD MILLION)               136

TABLE 85              GENERATIVE ADVERSARIAL NETWORKS (GANS): DATA CENTER GPU MARKET,

BY END USER, 2025–2030 (USD MILLION)               136

TABLE 86              AUTOENCODERS: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            137

TABLE 87              AUTOENCODERS: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            137

TABLE 88              CONVOLUTIONAL NEURAL NETWORKS (CNNS): DATA CENTER GPU MARKET,

BY END USER, 2021–2024 (USD MILLION)               138

TABLE 89              CONVOLUTIONAL NEURAL NETWORKS (CNNS): DATA CENTER GPU MARKET,

BY END USER, 2025–2030 (USD MILLION)               138

TABLE 90              TRANSFORMER MODELS: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            139

TABLE 91              TRANSFORMER MODELS: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            139

TABLE 92              MACHINE LEARNING: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            140

TABLE 93              MACHINE LEARNING: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            140

TABLE 94              NATURAL LANGUAGE PROCESSING: DATA CENTER GPU MARKET, BY END USER, 2021–2024 (USD MILLION)                 141

TABLE 95              NATURAL LANGUAGE PROCESSING: DATA CENTER GPU MARKET, BY END USER, 2025–2030 (USD MILLION)                 141

TABLE 96              COMPUTER VISION: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            142

TABLE 97              COMPUTER VISION: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            142

TABLE 98              DATA CENTER GPU MARKET, BY END USER, 2021–2024 (USD MILLION)            144

TABLE 99              DATA CENTER GPU MARKET, BY END USER, 2025–2030 (USD MILLION)            144

TABLE 100            DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD MILLION)                145

TABLE 101            DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD MILLION)                145

TABLE 102            CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY REGION,

2021–2024 (USD MILLION)            146

TABLE 103            CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY REGION,

2025–2030 (USD MILLION)            146

TABLE 104            CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY APPLICATION,

2021–2024 (USD MILLION)            147

TABLE 105            CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            147

TABLE 106            ENTERPRISES: DATA CENTER GPU MARKET, BY REGION,

2021–2024 (USD MILLION)            147

TABLE 107            ENTERPRISES: DATA CENTER GPU MARKET, BY REGION,

2025–2030 (USD MILLION)            148

TABLE 108            ENTERPRISES: DATA CENTER GPU MARKET, BY APPLICATION,

2021–2024 (USD MILLION)            148

TABLE 109            ENTERPRISES: DATA CENTER GPU MARKET, BY APPLICATION,

2025–2030 (USD MILLION)            148

TABLE 110            HEALTHCARE: DATA CENTER GPU MARKET, BY REGION,

2021–2024 (USD MILLION)            149

TABLE 111            HEALTHCARE: DATA CENTER GPU MARKET, BY REGION,

2025–2030 (USD MILLION)            149

TABLE 112            BFSI: DATA CENTER GPU MARKET, BY REGION, 2021–2024 (USD MILLION)            150

TABLE 113            BFSI: DATA CENTER GPU MARKET, BY REGION, 2025–2030 (USD MILLION)            151

TABLE 114            AUTOMOTIVE: DATA CENTER GPU MARKET, BY REGION,

2021–2024 (USD MILLION)            152

TABLE 115            AUTOMOTIVE: DATA CENTER GPU MARKET, BY REGION,

2025–2030 (USD MILLION)            152

TABLE 116            RETAIL & E-COMMERCE: DATA CENTER GPU MARKET, BY REGION,

2021–2024 (USD MILLION)            153

TABLE 117            RETAIL & E-COMMERCE: DATA CENTER GPU MARKET, BY REGION,

2025–2030 (USD MILLION)            153

TABLE 118            MEDIA & ENTERTAINMENT: DATA CENTER GPU MARKET, BY REGION,

2021–2024 (USD MILLION)            154

TABLE 119            MEDIA & ENTERTAINMENT: DATA CENTER GPU MARKET, BY REGION,

2025–2030 (USD MILLION)            154

TABLE 120            OTHERS: DATA CENTER GPU MARKET, BY REGION, 2021–2024 (USD MILLION)          155

TABLE 121            OTHERS: DATA CENTER GPU MARKET, BY REGION, 2025–2030 (USD MILLION)          155

TABLE 122            GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION,

2021–2024 (USD MILLION)            156

TABLE 123            GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION,

2025–2030 (USD MILLION)            157

TABLE 124            GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY APPLICATION, 2021–2024 (USD MILLION)            157

TABLE 125            GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY APPLICATION, 2025–2030 (USD MILLION)            157

TABLE 126            DATA CENTER GPU MARKET, BY REGION, 2021–2024 (USD MILLION)       159

TABLE 127            DATA CENTER GPU MARKET, BY REGION, 2025–2030 (USD MILLION)       160

TABLE 128            NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            162

TABLE 129            NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            162

TABLE 130            NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT,

2021–2024 (USD MILLION)            162

TABLE 131            NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT,

2025–2030 (USD MILLION)            162

TABLE 132            NORTH AMERICA: DATA CENTER GPU MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            163

TABLE 133            NORTH AMERICA: DATA CENTER GPU MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            163

TABLE 134            NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            163

TABLE 135            NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            163

TABLE 136            NORTH AMERICA: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE,

2021–2024 (USD MILLION)            164

TABLE 137            NORTH AMERICA: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE,

2025–2030 (USD MILLION)            164

TABLE 138            EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2021–2024 (USD MILLION)     169

TABLE 139            EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2025–2030 (USD MILLION)     170

TABLE 140            EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT,

2021–2024 (USD MILLION)            170

TABLE 141            EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT,

2025–2030 (USD MILLION)            170

TABLE 142            EUROPE: DATA CENTER GPU MARKET, BY FUNCTION, 2021–2024 (USD MILLION)   170

TABLE 143            EUROPE: DATA CENTER GPU MARKET, BY FUNCTION, 2025–2030 (USD MILLION)   171

TABLE 144            EUROPE: DATA CENTER GPU MARKET, BY END USER, 2021–2024 (USD MILLION)                171

TABLE 145            EUROPE: DATA CENTER GPU MARKET, BY END USER, 2025–2030 (USD MILLION)                171

TABLE 146            EUROPE: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE,

2021–2024 (USD MILLION)            171

TABLE 147            EUROPE: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE,

2025–2030 (USD MILLION)            172

TABLE 148            ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            179

TABLE 149            ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            180

TABLE 150            ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT,

2021–2024 (USD MILLION)            180

TABLE 151            ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT,

2025–2030 (USD MILLION)            180

TABLE 152            ASIA PACIFIC: DATA CENTER GPU MARKET, BY FUNCTION,

2021–2024 (USD MILLION)            180

TABLE 153            ASIA PACIFIC: DATA CENTER GPU MARKET, BY FUNCTION,

2025–2030 (USD MILLION)            181

TABLE 154            ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER,

2021–2024 (USD MILLION)            181

TABLE 155            ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER,

2025–2030 (USD MILLION)            181

TABLE 156            ASIA PACIFIC: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE,

2021–2024 (USD MILLION)            181

TABLE 157            ASIA PACIFIC: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE,

2025–2030 (USD MILLION)            182

TABLE 158            ROW: DATA CENTER GPU MARKET, BY REGION, 2021–2024 (USD MILLION)            189

TABLE 159            ROW: DATA CENTER GPU MARKET, BY REGION, 2025–2030 (USD MILLION)            189

TABLE 160            ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION)             189

TABLE 161            ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION)             190

TABLE 162            ROW: DATA CENTER GPU MARKET, BY FUNCTION, 2021–2024 (USD MILLION)   190

TABLE 163            ROW: DATA CENTER GPU MARKET, BY FUNCTION, 2025–2030 (USD MILLION)   190

TABLE 164            ROW: DATA CENTER GPU MARKET, BY END USER, 2021–2024 (USD MILLION)                190

TABLE 165            ROW: DATA CENTER GPU MARKET, BY END USER, 2025–2030 (USD MILLION)                191

TABLE 166            ROW: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE,

2021–2024 (USD MILLION)            191

TABLE 167            ROW: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE,

2025–2030 (USD MILLION)            191

TABLE 168            AFRICA: DATA CENTER GPU MARKET, BY COUNTRY, 2021–2024 (USD MILLION)     193

TABLE 169            AFRICA: DATA CENTER GPU MARKET, BY COUNTRY, 2025–2030 (USD MILLION)     193

TABLE 170            MIDDLE EAST: DATA CENTER GPU MARKET, BY COUNTRY,

2021–2024 (USD MILLION)            194

TABLE 171            MIDDLE EAST: DATA CENTER GPU MARKET, BY COUNTRY,

2025–2030 (USD MILLION)            194

TABLE 172            OVERVIEW OF STRATEGIES ADOPTED BY DATA CENTER GPU VENDORS AND

CLOUD SERVICE PROVIDERS     198

TABLE 173            DATA CENTER GPU MARKET SHARE ANALYSIS, 2024        201

TABLE 174            DATA CENTER GPU MARKET: REGIONAL FOOTPRINT, 2024             209

TABLE 175            DATA CENTER GPU MARKET: DEPLOYMENT FOOTPRINT, 2024             210

TABLE 176            DATA CENTER GPU MARKET: FUNCTION FOOTPRINT, 2024             211

TABLE 177            DATA CENTER GPU MARKET: END USER FOOTPRINT, 2024             212

TABLE 178            GPU-AS-A-SERVICE (GPUAAS) MARKET: LIST OF KEY STARTUPS/SMES, 2024          215

TABLE 179            GPU-AS-A-SERVICE (GPUAAS) MARKET: COMPETITIVE BENCHMARKING

OF KEY STARTUPS/SMES, 2024   216

TABLE 180            DATA CENTER GPU MARKET: PRODUCT LAUNCHES,

FEBRUARY 2022−JANUARY 2025                 217

TABLE 181            DATA CENTER GPU MARKET: DEALS, FEBRUARY 2022−JANUARY 2025                 218

TABLE 182            NVIDIA CORPORATION: COMPANY OVERVIEW                 220

TABLE 183            NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    221

TABLE 184            NVIDIA CORPORATION: PRODUCT LAUNCHES                 224

TABLE 185            NVIDIA CORPORATION: DEALS 224

TABLE 186            ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW          226

TABLE 187            ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    227

TABLE 188            ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES          229

TABLE 189            ADVANCED MICRO DEVICES, INC.: DEALS                 230

TABLE 190            INTEL CORPORATION: COMPANY OVERVIEW                 232

TABLE 191            INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED    233

TABLE 192            INTEL CORPORATION: PRODUCT LAUNCHES                 235

TABLE 193            INTEL CORPORATION: DEALS   235

TABLE 194            GOOGLE: COMPANY OVERVIEW               237

TABLE 195            GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             238

TABLE 196            GOOGLE: PRODUCT LAUNCHES               239

TABLE 197            GOOGLE: DEALS              239

TABLE 198            MICROSOFT: COMPANY OVERVIEW        241

TABLE 199            MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED    242

TABLE 200            MICROSOFT: DEALS       243

TABLE 201            AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW          245

TABLE 202            AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED    246

TABLE 203            AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES          247

TABLE 204            AMAZON WEB SERVICES, INC.: DEALS    248

TABLE 205            IBM: COMPANY OVERVIEW         249

TABLE 206            IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED             250

TABLE 207            IBM: PRODUCT LAUNCHES         251

TABLE 208            IBM: DEALS        252

TABLE 209            ALIBABA CLOUD: COMPANY OVERVIEW                 253

TABLE 210            ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED    253

TABLE 211            ALIBABA CLOUD: PRODUCT LAUNCHES                 254

TABLE 212            ALIBABA CLOUD: DEALS              254

TABLE 213            ORACLE: COMPANY OVERVIEW                255

TABLE 214            ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED             257

TABLE 215            ORACLE: PRODUCT LAUNCHES                 257

TABLE 216            ORACLE: DEALS                258

TABLE 217            COREWEAVE: COMPANY OVERVIEW       259

TABLE 218            COREWEAVE: PRODUCTS/SOLUTIONS/SERVICES OFFERED    260

TABLE 219            COREWEAVE: DEALS      261

TABLE 220            TENCENT CLOUD: COMPANY OVERVIEW                 262

TABLE 221            TENCENT CLOUD: PRODUCTS/SERVICES/SOLUTIONS OFFERED    263

TABLE 222            TENCENT CLOUD: EXPANSIONS               263

TABLE 223            LAMBDA: COMPANY OVERVIEW               264

TABLE 224            LAMBDA: PRODUCTS/SOLUTIONS/SERVICES OFFERED             264

TABLE 225            LAMBDA: DEALS               265

TABLE 226            VAST.AI: COMPANY OVERVIEW 266

TABLE 227            RUNPOD: COMPANY OVERVIEW               267

TABLE 228            SCALEMATRIX HOLDINGS, INC.: COMPANY OVERVIEW          268

TABLE 229            DIGITALOCEAN: COMPANY OVERVIEW 269

TABLE 230            JARVISLABS.AI: COMPANY OVERVIEW   270

TABLE 231            FLUIDSTACK: COMPANY OVERVIEW      271

TABLE 232            OVH SAS: COMPANY OVERVIEW               272

TABLE 233            E2E NETWORKS LIMITED: COMPANY OVERVIEW          273

TABLE 234            ACE CLOUD: COMPANY OVERVIEW        274

TABLE 235            SNOWCELL: COMPANY OVERVIEW          275

TABLE 236            LINODE LLC: COMPANY OVERVIEW       275

TABLE 237            YOTTA DATA SERVICES PVT LTD: COMPANY OVERVIEW          276

TABLE 238            VULTR: COMPANY OVERVIEW  277

TABLE 239            RACKSPACE TECHNOLOGY: COMPANY OVERVIEW          278

TABLE 240            GCORE: COMPANY OVERVIEW  279

TABLE 241            NEBIUS B.V.: COMPANY OVERVIEW         280

LIST OF FIGURES

FIGURE 1              DATA CENTER GPU MARKET SEGMENTATION AND REGIONAL SCOPE 28

FIGURE 2              DATA CENTER GPU MARKET: RESEARCH DESIGN                33

FIGURE 3              DATA CENTER GPU MARKET: RESEARCH FLOW OF MARKET SIZE ESTIMATION 39

FIGURE 4              DATA CENTER GPU MARKET: SUPPLY-SIDE ANALYSIS            39

FIGURE 5              DATA CENTER GPU MARKET: BOTTOM-UP APPROACH         41

FIGURE 6              DATA CENTER GPU MARKET: TOP-DOWN APPROACH         41

FIGURE 7              DATA CENTER GPU MARKET: DATA TRIANGULATION             42

FIGURE 8              CLOUD SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2030 45

FIGURE 9              INFERENCE FUNCTION SEGMENT TO DOMINATE MARKET IN 2030       46

FIGURE 10            GENERATIVE AI SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD      46

FIGURE 11            CLOUD SERVICE PROVIDERS TO LEAD MARKET DURING FORECAST PERIOD       47

FIGURE 12            ASIA PACIFIC TO LEAD MARKET IN 2030                 47

FIGURE 13            NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2025   48

FIGURE 14            INCREASING INVESTMENT BY CLOUD SERVICE PROVIDERS AND

GROWING ADOPTION OF ARTIFICIAL INTELLIGENCE AND MACHINE

LEARNING TO DRIVE MARKET  49

FIGURE 15            ON-PREMISES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD          50

FIGURE 16            INFERENCE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD          50

FIGURE 17            GENERATIVE AI APPLICATION TO WITNESS HIGHEST CAGR

DURING FORECAST PERIOD       51

FIGURE 18            ENTERPRISES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD          51

FIGURE 19            CHINA TO WITNESS HIGHEST CAGR IN GLOBAL DATA CENTER GPU MARKET DURING FORECAST PERIOD                 52

FIGURE 20            DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN

DATA CENTER GPU MARKET     53

FIGURE 21            IMPACT ANALYSIS: DRIVERS      55

FIGURE 22            DATA CENTER ELECTRICITY CONSUMPTION 2022–2026              56

FIGURE 23            IMPACT ANALYSIS: RESTRAINTS               57

FIGURE 24            IMPACT ANALYSIS: OPPORTUNITIES     60

FIGURE 25            IMPACT ANALYSIS: CHALLENGES             62

FIGURE 26            DATA CENTER GPU MARKET: PORTER’S FIVE FORCES ANALYSIS           63

FIGURE 27            DATA CENTER GPU: ECOSYSTEM ANALYSIS                 64

FIGURE 28            DATA CENTER GPU MARKET: VALUE CHAIN ANALYSIS            66

FIGURE 29            IMPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS IN

TOP 5 COUNTRIES, 2010–2024     74

FIGURE 30            EXPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS IN

TOP 5 COUNTRIES, 2020–2024     75

FIGURE 31            AVERAGE SELLING PRICE OF DATA CENTER GPUS, BY REGION, 2021–2024 (USD)         80

FIGURE 32            DATA CENTER GPU MARKET: PATENT ANALYSIS, 2014–2024       83

FIGURE 33            INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS               88

FIGURE 34            KEY BUYING CRITERIA FOR TOP 3 END USERS                 89

FIGURE 35            INVESTMENT AND FUNDING SCENARIO, 2023 Q1–2024 Q2          91

FIGURE 36            TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS   92

FIGURE 37            IAAS SEGMENT TO DOMINATE GPU-AS-A-SERVICE MARKET

DURING FORECAST PERIOD       101

FIGURE 38            ASIA PACIFIC TO RECORD HIGHEST CAGR IN MARKET FOR PAAS

BETWEEN 2025 AND 2030               109

FIGURE 39            PUBLIC CLOUD SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2030             114

FIGURE 40            NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF MARKET

FOR PRIVATE CLOUD IN 2030     117

FIGURE 41            CLOUD SEGMENT TO REGISTER HIGHER MARKET SIZE DURING FORECAST PERIOD          120

FIGURE 42            BENEFITS OF CLOUD-BASED DEPLOYMENT                 122

FIGURE 43            INFERENCE TO REGISTER HIGHER CAGR DURING FORECAST PERIOD       125

FIGURE 44            GENERATIVE AI SEGMENT TO REGISTER HIGHEST CAGR

DURING FORECAST PERIOD       130

FIGURE 45            CLOUD SERVICE PROVIDERS SEGMENT TO HOLD LARGEST MARKET SIZE

DURING FORECAST PERIOD       144

FIGURE 46            ASIA PACIFIC TO BE FASTEST-GROWING MARKET DURING FORECAST PERIOD    159

FIGURE 47            NORTH AMERICA: DATA CENTER GPU MARKET SNAPSHOT          161

FIGURE 48            US TO RECORD HIGHEST MARKET SIZE DURING FORECAST PERIOD         161

FIGURE 49            EUROPE: DATA CENTER GPU MARKET SNAPSHOT          168

FIGURE 50            UK TO BE FASTEST-GROWING MARKET IN EUROPE DURING FORECAST PERIOD    169

FIGURE 51            ASIA PACIFIC: DATA CENTER GPU MARKET SNAPSHOT          178

FIGURE 52            CHINA TO LEAD DATA CENTER GPU MARKET IN ASIA PACIFIC

DURING FORECAST PERIOD       179

FIGURE 53            ROW: DATA CENTER GPU MARKET SNAPSHOT                 188

FIGURE 54            SOUTH AMERICA TO LEAD DATA CENTER GPU MARKET IN ROW

DURING FORECAST PERIOD       189

FIGURE 55            REVENUE ANALYSIS OF FIVE KEY PLAYERS IN DATA CENTER GPU MARKET,

2021–2024 (USD MILLION)            200

FIGURE 56            DATA CENTER GPU MARKET: SHARE OF KEY PLAYERS              202

FIGURE 57            COMPANY VALUATION, 2025 (USD TRILLION)                 202

FIGURE 58            FINANCIAL METRICS (EV/EBITDA), 2025                 203

FIGURE 59            BRAND/PRODUCT COMPARISON             203

FIGURE 60            DATA CENTER GPU MARKET: COMPETITIVE EVALUATION MATRIX

(KEY PLAYERS), 2024       205

FIGURE 61            GPU-AS-A-SERVICE (GPUAAS) MARKET: COMPETITIVE EVALUATION

MATRIX (KEY PLAYERS), 2024     207

FIGURE 62            DATA CENTER GPU MARKET: COMPANY FOOTPRINT, 2024             208

FIGURE 63            GPU-AS-A-SERVICE (GPUAAS) MARKET: EVALUATION MATRIX

(STARTUPS/SMES), 2024                214

FIGURE 64            NVIDIA CORPORATION: COMPANY SNAPSHOT                 221

FIGURE 65            ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT          227

FIGURE 66            INTEL CORPORATION: COMPANY SNAPSHOT                 233

FIGURE 67            GOOGLE: COMPANY SNAPSHOT               238

FIGURE 68            MICROSOFT: COMPANY SNAPSHOT        242

FIGURE 69            AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT          246

FIGURE 70            IBM: COMPANY SNAPSHOT         250

FIGURE 71            ORACLE: COMPANY SNAPSHOT                256

FIGURE 72            COREWEAVE: COMPANY SNAPSHOT      260

FIGURE 73            TENCENT CLOUD: COMPANY SNAPSHOT                 262


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