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 |
| 페이지 수 | 288 |
| 도표 수 | 314 |
| 라이센스 | Single User License |
| 가격 | USD 4,950 |
| 구성 | 영문조사보고서 |
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.
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.
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)
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
