GPU Server Market – Global Forecast To 2030
GPU 서버 시장 – 도입(온프레미스, 클라우드 기반), 폼 팩터(랙 장착형 서버, 블레이드 서버, 타워형 서버), 기능(교육, 추론), 냉각 기술, 애플리케이션, 최종 사용자 산업 및 지역별 – 2030년까지의 세계 예측
GPU Server Market by Deployment (On-premises, Cloud-based), Form Factor (Rack-mounted Server, Blade Server, Tower Server), Function (Training, Inference), Cooling Technology, Application, End-user Industry and Region – Global Forecast to 2030
| 조사회사 | MarketsandMarkets |
| 출판년월 | 2025년8월 |
| 페이지 수 | 281 |
| 도표 수 | 303 |
| 라이센스 | Single User License |
| 가격 | USD 4,950 |
| 구성 | 영문조사보고서 |
본 조사 보고서는 GPU 서버 시장을 냉각 기술(공냉, 액냉, 하이브리드 냉각), 폼 팩터(랙 마운트 서버, 블레이드 서버, 타워 서버), 기능(트레이닝, 추론), 도입(온프레미스, 클라우드 베이) 스), 용도(생성 AI, 기계 학습, 자연 언어 처리, 컴퓨터 비전), 최종 사용자 업계(클라우드 서비스 제공자(CSP), 기업, 정부 기관), 지역(북미, 유럽, 아시아 태평양, 기타 지역)에 따라 분류하고 있습니다. 또한 GPU 서버 시장의 주요 추진 요인, 제약, 과제, 기회를 설명하고 2030년까지의 예측을 보여줍니다. GPU 서버 에코시스템에 포함된 모든 기업의 리더십 매핑과 분석도 포함합니다.
본 보고서는 전체 GPU 서버 시장 및 하위 세그먼트의 매출 수치에 대한 가장 근사치 정보를 제공함으로써 시장 선도 기업/신규 진입 기업에 도움을 줄 것입니다. 이해관계자들이 경쟁 환경을 이해하고, 사업의 입지를 강화하고 적절한 시장 진출 전략을 수립하는 데 필요한 통찰력을 얻는 데 도움이 될 것입니다. 또한, 이해관계자들이 시장의 흐름을 파악하고 주요 시장 동인, 제약, 과제, 기회에 대한 정보를 제공합니다.
글로벌 GPU 서버 시장은 2025년 1,714억 7천만 달러에서 2030년 7,305억 6천만 달러로 성장할 것으로 예상되며, 2025년부터 2030년까지 연평균 성장률(CAGR)은 33.6%에 달할 것으로 전망됩니다. 이러한 시장 성장은 산업 전반의 클라우드 기반 AI 솔루션 도입 증가, 머신러닝 및 딥러닝 알고리즘 도입 증가, 그리고 의료 분야에서 AI의 잠재력 증대에 기인합니다. 클라우드 서비스 제공업체의 데이터 센터에 대한 투자 증가는 GDP 성장을 촉진하고 있습니다. 따라서 가상 환경이 보편화됨에 따라 GPU 서버를 갖춘 데이터 센터는 더 많은 연산 부하를 감당하고 원활하고 반응성이 뛰어난 가상 경험을 제공해야 할 것입니다. 메타버스와 VR 앱의 등장으로 GPU 서버 시장에 새로운 기회가 창출되고 있습니다.
MarketsandMarkets「GPU 서버 시장 – 도입(온프레미스, 클라우드 기반), 폼 팩터(랙 장착형 서버, 블레이드 서버, 타워형 서버), 기능(교육, 추론), 냉각 기술, 애플리케이션, 최종 사용자 산업 및 지역별 – 2030년까지의 세계 예측 – GPU Server Market by Deployment (On-premises, Cloud-based), Form Factor (Rack-mounted Server, Blade Server, Tower Server), Function (Training, Inference), Cooling Technology, Application, End-user Industry and Region – Global Forecast to 2030」는 GPU 서버의 세계 시장을 조사하고 주요 세그먼트별로 분석·예측을 실시하고 있습니다.
조사 대상 세그먼트
- GPU 서버 유형
- 엔트리 레벨 GPU
- 미드레인지 GPU
- 고급 GPU
- 냉각 기술
- 공기 냉각
- 액체 냉각
- 하이브리드 냉각
- 전개
- 온프레스
- 클라우드 기반도
- 기능
- 교육
- 추론
- 폼 팩터
- 랙 마운트 서버
- 블레이드 서버
- 타워 서버
- 용도
- 생성 AI
- 기계 학습
- 자연 언어 처리
- 컴퓨터 비전
- 최종 사용자
- 클라우드 서비스 제공업체
- 기업
- 의료
- BFSI
- 자동차
- 소매업 및 전자상거래
- 미디어 및 엔터테인먼트
- 기타
- 정부 기관
- 지역
- 북미
- 미국
- 캐나다
- 멕시코
- 유럽
- 영국
- 독일
- 프랑스
- 이탈리아
- 스페인
- 기타 유럽
- 아시아 태평양 지역
- 중국
- 일본
- 한국
- 인도
- 기타 아시아 태평양 지역
- 기타 지역(RoW)
- 중동
- GCC
- UAE
- 기타 GCC
- GCC
- 아프리카
- 남미
- 중동
- 북미
주요 대상 기업
- NVIDIA Corporation(미국)
- Dell Inc.(미국)
- Hewlett Packard Enterprise Development LP(미국)
- Lenovo(홍콩)
- Huawei Technologies Co., Ltd.(중국)
- IBM(미국)
- H3C Technologies Co., Ltd.(중국)
- Cisco Systems, Inc.(미국)
- 후지쯔(일본)
- INSPUR Co., Ltd.(중국)
Report Overview
The global GPU server market is projected to grow from USD 171.47 billion in 2025 to USD 730.56 billion by 2030, at a CAGR of 33.6% from 2025 to 2030. The growth in the market is attributed to the rising adoption of cloud-based AI solutions across industries, increasing adoption of machine learning and deep learning algorithms, and the growing potential of AI in the healthcare sector. Increased investment in cloud service providers’ data centers is bolstering the GDP growth. Therefore, as virtual environments become rampant, data centers with GPU servers will stand to bear heavier computation loads and provide smooth and responsive virtual experiences. With the rise of the Metaverse and VR apps, opportunities are posed for the GPU server market.
“By form factor, the rack-mounted server segment is expected to account for the largest market share in 2030.”
The high-growth rack-mount servers are witnessing extensive adoption across large data centers, and their functional utility is in running complex AI-based workloads. In the form-factor-based distinction within the spectrum of GPU servers, rack-mounted servers are certainly the most dominant ones, converting GPU servers into a high-density computing unit with properties of scalability and efficient utilization of space. This fits exactly to AI training, data analytics, and HPC workloads, turning into a single chassis with more than one GPU and competition across racks. Some adoption drivers are the ramp-up demand for large-scale AI models, necessitating space-efficient infrastructure established in hyperscale and enterprise data centers, and better thermal and power management. The adoption preference for rack-mount GPU servers remains strong in the growing dimension and scale of AI and cloud computing capacities.
“By end user industry, the cloud service providers segment is expected to capture the largest share of the GPU server market during the forecast period.”
Cloud service providers provide immense benefits in processing complex data sets produced by IoT devices, social media websites, and enterprise applications. The widespread deployment of AI technologies in different verticals is fueling the need for AI-based cloud services provided by cloud service providers (CSPs). GPU servers enable these providers to analyze and process immense volumes of data at unprecedented velocities. Cloud service providers (CSPs) are the key drivers of growth in the GPU server market as they offer businesses, developers, and research institutions elastic, on-demand use of GPU capabilities. Top CSPs such as AWS, Microsoft Azure, and Google Cloud are significantly investing in GPU-enabled infrastructure to host various compute-intensive applications such as AI/ML training, deep learning, data analytics, and high-end rendering. The primary driving forces are the increasing need for efficient, agile, and scalable compute power, rapid adoption of AI and generative models, and the business need to bring products to market faster without investing in physical assets.
“By country, the US is expected to hold the largest share of the GPU server market in North America in 2030.”
The US is expected to hold the largest share of the GPU server market in North America in 2030. This is due to advancements in artificial intelligence technologies, increased recognition of its benefits, a supportive ecosystem, government initiatives, and industry-specific use cases in the region. The US is experiencing an increase in the adoption of AI technologies driven by advancements in artificial intelligence technologies, increased recognition of its benefits, a supportive ecosystem, government initiatives, and industry-specific use cases. Continuous improvements in AI algorithms and processing capabilities are enabling more businesses to integrate AI solutions. The rise of machine learning and deep learning applications has generated significant demand for powerful GPU servers capable of handling intensive computational tasks. Key players in the GPU server market, including Dell Inc. (US) and Hewlett Packard Enterprise Development LP (US), are headquartered in the US, further fueling the market growth.
Extensive primary interviews were conducted with key industry experts in the GPU server market space to determine and verify the market size for various segments and subsegments gathered through secondary research. The breakup 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 breakup of the primaries is as follows:
- By Company Type: Tier 1 – 40%, Tier 2 – 35%, and Tier 3 – 25%
- By Designation: C-level Executives – 45%, Directors – 35%, and Others – 20%
- By Region: North America – 30%, Europe – 22%, Asia Pacific – 40%, and RoW – 8%
Note: Three tiers of companies are defined based on their total revenue as of 2024; tier 1: revenue more than or equal to USD 500 million, tier 2: revenue between USD 100 million and USD 500 million, and tier 3: revenue less than or equal to USD 100 million. Other designations include sales and marketing executives and researchers, as well as members of various GPU server organizations.
NVIDIA Corporation (US), Dell Inc. (US), Hewlett Packard Enterprise Development LP (US), Lenovo (Hong Kong), Huawei Technologies Co., Ltd. (China), IBM (US), H3C Technologies Co., Ltd. (China), Cisco Systems, Inc. (US), Fujitsu (Japan), and INSPUR Co., Ltd. (China), among others are some key players in the GPU server market.
The study includes an in-depth competitive analysis of these key players in the GPU server market, as well as their company profiles, recent developments, and key market strategies.
Research Coverage:
This research report categorizes the GPU server market based on cooling technology (air cooling, liquid cooling, hybrid cooling), form factor (rack-mounted servers, blade servers, tower servers), function (training, inference), deployment (on-premises, cloud-based), application (generative ai, machine learning, natural language processing, computer vision), end-user industry(cloud service providers (CSP), enterprises, government organizations), and region (North America, Europe, Asia Pacific and RoW). The report describes the major drivers, restraints, challenges, and opportunities pertaining to the GPU server market and forecasts the same till 2030. The report also consists of leadership mapping and analysis of all the companies included in the GPU server ecosystem.
Key Benefits of Buying the Report
The report will help the market leaders/new entrants in this market by providing information on the closest approximations of the revenue numbers for the overall GPU server market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market pulse and provides information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
- Analysis of key drivers (increase in data traffic and need for high computing power, increasing adoption of machine learning and deep learning algorithms, rising adoption of cloud-based AI solutions across industries) restraints (shortage of AI hardware experts and skilled workforce, power consumption and cooling challenges for high-density GPU servers), opportunities (growing potential of AI in healthcare sector, increasing investments in data centers by cloud service providers, emergence of Metaverse and Virtual Reality (VR)) and challenges (data security and privacy concerns) influencing the growth of the GPU server market
- Product Development/Innovation: Detailed insights into upcoming technologies, research and development activities, and the latest product and service launches in the GPU server market
- Market Development: Comprehensive information about lucrative markets – the report analyzes the GPU server market across varied regions.
- Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the GPU server market
- Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players, such as NVIDIA Corporation (US), Dell Inc. (US), Hewlett Packard Enterprise Development LP (US), Lenovo (Hong Kong), Huawei Technologies Co., Ltd. (China), IBM (US), H3C Technologies Co., Ltd. (China), Cisco Systems, Inc. (US), Fujitsu (Japan), and INSPUR Co., Ltd. (China) NVIDIA Corporation (US), Dell Inc. (US), Hewlett Packard Enterprise Development LP (US), Lenovo (Hong Kong), Huawei Technologies Co., Ltd. (China), IBM (US), H3C Technologies Co., Ltd. (China), Cisco Systems, Inc. (US), Fujitsu (Japan), and INSPUR Co., Ltd. (China) in the GPU server market
Table of Contents
1 INTRODUCTION 25
1.1 STUDY OBJECTIVES 25
1.2 MARKET DEFINITION 25
1.3 STUDY SCOPE 26
1.3.1 MARKETS COVERED AND REGIONAL SCOPE 26
1.3.2 INCLUSIONS AND EXCLUSIONS 27
1.3.3 YEARS CONSIDERED 27
1.4 CURRENCY CONSIDERED 27
1.5 UNITS CONSIDERED 28
1.6 LIMITATIONS 28
1.7 STAKEHOLDERS 28
2 RESEARCH METHODOLOGY 29
2.1 RESEARCH DATA 29
2.1.1 SECONDARY DATA 30
2.1.1.1 List of major secondary sources 30
2.1.1.2 Key data from secondary sources 31
2.1.2 PRIMARY DATA 31
2.1.2.1 List of primary interview participants 32
2.1.2.2 Breakdown of primaries 32
2.1.2.3 Key data from primary sources 33
2.1.2.4 Key industry insights 34
2.1.3 SECONDARY AND PRIMARY RESEARCH 35
2.2 MARKET SIZE ESTIMATION 36
2.2.1 BOTTOM-UP APPROACH 37
2.2.1.1 Approach to estimate market size using bottom-up analysis
(demand side) 37
2.2.2 TOP-DOWN APPROACH 38
2.2.2.1 Approach to estimate market size using top-down analysis
(supply side) 39
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 39
2.4 RESEARCH ASSUMPTIONS 41
2.5 RISK ANALYSIS 42
2.6 RESEARCH LIMITATIONS 42
3 EXECUTIVE SUMMARY 43
4 PREMIUM INSIGHTS 48
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN GPU SERVER MARKET 48
4.2 GPU SERVER MARKET, BY COOLING TECHNOLOGY 49
4.3 GPU SERVER MARKET, BY FORM FACTOR 49
4.4 GPU SERVER MARKET, BY ENTERPRISE TYPE 50
4.5 GPU SERVER MARKET, BY COUNTRY 50
5 MARKET OVERVIEW 51
5.1 INTRODUCTION 51
5.2 MARKET DYNAMICS 52
5.2.1 DRIVERS 52
5.2.1.1 Proliferation of connected devices 52
5.2.1.2 Increasing adoption of machine learning and deep learning algorithms 53
5.2.1.3 Shift toward cloud-based AI solutions 53
5.2.2 RESTRAINTS 54
5.2.2.1 Shortage of hardware experts and skilled workforce 54
5.2.2.2 Power consumption and cooling challenges for high-density AI servers 55
5.2.3 OPPORTUNITIES 57
5.2.3.1 Deployment of AI across global healthcare systems 57
5.2.3.2 Increasing investments in data centers by cloud service providers 58
5.2.3.3 Emergence of metaverse and VR 59
5.2.4 CHALLENGES 59
5.2.4.1 Data security and privacy concerns 59
5.3 VALUE CHAIN ANALYSIS 61
5.4 ECOSYSTEM ANALYSIS 62
5.5 PRICING ANALYSIS 64
5.5.1 PRICE RANGE OF GPU SERVERS OFFERED BY KEY PLAYERS, 2024 64
5.5.2 AVERAGE SELLING PRICE TREND OF GPU SERVERS, BY REGION, 2021–2024 65
5.6 INVESTMENT AND FUNDING SCENARIO 66
5.7 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 67
5.8 TECHNOLOGY ANALYSIS 67
5.8.1 KEY TECHNOLOGIES 67
5.8.1.1 High-performance computing (HPC) 67
5.8.1.2 GenAI 68
5.8.2 COMPLEMENTARY TECHNOLOGIES 68
5.8.2.1 High-speed interconnects 68
5.8.3 ADJACENT TECHNOLOGIES 69
5.8.3.1 Quantum AI 69
5.9 CASE STUDY ANALYSIS 69
5.9.1 AIVRES’ GPU SERVER BOOSTS AI DEVELOPMENT FOR UPSTAGE’S OCR PACK 69
5.9.2 SEEWEB COLLABORATES WITH LENOVO AND NVIDIA TO LAUNCH GPU-COMPUTING-AS-A-SERVICE MODEL FOR EXPANDING AI ACCESSIBILITY 70
5.9.3 SHARONAI EXPANDS AI CAPABILITIES WITH LENOVO’S GPU-DENSE TRUSCALE SERVERS 70
5.9.4 ELEUTHERAI BOOSTS LLM INFERENCE PERFORMANCE USING NVIDIA TRITON SERVER 71
5.9.5 ELEUTHERAI REDUCES LLM LATENCY USING NVIDIA TRITON INFERENCE SERVER 72
5.10 PATENT ANALYSIS 73
5.11 TRADE ANALYSIS 77
5.11.1 IMPORT SCENARIO (HS CODE 847150) 78
5.11.2 EXPORT SCENARIO (HS CODE 847150) 79
5.12 PORTER’S FIVE FORCES ANALYSIS 80
5.12.1 THREAT OF NEW ENTRANTS 81
5.12.2 THREAT OF SUBSTITUTES 81
5.12.3 BARGAINING POWER OF SUPPLIERS 82
5.12.4 BARGAINING POWER OF BUYERS 82
5.12.5 INTENSITY OF COMPETITIVE RIVALRY 82
5.13 KEY STAKEHOLDERS AND BUYING CRITERIA 83
5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS 83
5.13.2 BUYING CRITERIA 84
5.14 STANDARDS AND REGULATORY LANDSCAPE 84
5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
5.14.2 STANDARDS 89
5.15 KEY CONFERENCES AND EVENTS, 2025–2026 91
5.16 IMPACT OF 2025 US TARIFF ON GPU SERVER MARKET 92
5.16.1 INTRODUCTION 92
5.16.2 KEY TARIFF RATES 92
5.16.3 PRICE IMPACT ANALYSIS 94
5.16.4 IMPACT ON COUNTRY/REGION 94
5.16.4.1 US 94
5.16.4.2 Europe 95
5.16.4.3 Asia Pacific 95
5.16.5 IMPACT ON END USER 96
5.16.5.1 Cloud service providers (CSPs) 96
5.16.5.2 Enterprises 96
6 TYPE OF GPU SERVERS 97
6.1 INTRODUCTION 97
6.2 ENTRY LEVEL GPU 97
6.3 MID-RANGE GPU 97
6.4 HIGH-END GPU 97
7 GPU SERVER MARKET, BY COOLING TECHNOLOGY 98
7.1 INTRODUCTION 99
7.2 AIR COOLING 100
7.2.1 LOW OPERATIONAL AND CAPITAL EXPENDITURE TO DRIVE MARKET 100
7.3 LIQUID COOLING 100
7.3.1 ESCALATING THERMAL DEMANDS OF HIGH-PERFORMANCE COMPUTING AND AI WORKLOADS TO FUEL MARKET GROWTH 100
7.4 HYBRID COOLING 101
7.4.1 RISING AI-DRIVEN WORKLOADS TO FUEL SEGMENTAL GROWTH 101
8 GPU SERVER MARKET, BY DEPLOYMENT 102
8.1 INTRODUCTION 103
8.2 ON-PREMISES 104
8.2.1 INCREASING INVESTMENTS IN ORCHESTRATION TOOLS FOR RESOURCE ALLOCATION AND GPU MANAGEMENT TO FOSTER MARKET GROWTH 104
8.3 CLOUD-BASED 105
8.3.1 GROWING EMPHASIS ON INTEGRATING AI CAPABILITIES WITH SUSTAINABLE PRACTICES TO FUEL MARKET GROWTH 105
9 GPU SERVER MARKET, BY FUNCTION 106
9.1 INTRODUCTION 107
9.2 TRAINING 108
9.2.1 INCREASING ADOPTION OF DEEP LEARNING TECHNOLOGIES TO ENHANCE MODEL PRECISION TO SUPPORT MARKET GROWTH 108
9.3 INFERENCE 109
9.3.1 ONGOING ADVANCEMENTS IN GPU TO OFFER IMPROVED ENERGY EFFICIENCY AND LOW LATENCY TO BOOST DEMAND 109
10 GPU SERVER MARKET, BY FORM FACTOR 110
10.1 INTRODUCTION 111
10.2 RACK-MOUNTED SERVERS 112
10.2.1 SUITABILITY FOR AI TRAINING, DATA ANALYTICS, AND HPC WORKLOADS TO FOSTER MARKET GROWTH 112
10.3 BLADE SERVERS 112
10.3.1 INCREASING PRESSURE ON DATA CENTERS TO OPTIMIZE ENERGY AND SPACE UTILIZATION TO SUPPORT MARKET GROWTH 112
10.4 TOWER SERVERS 112
10.4.1 RISING APPLICATIONS IN SMES, RESEARCH LABS, AND EDGE COMPUTING ENVIRONMENTS TO FUEL MARKET GROWTH 112
11 GPU SERVER MARKET, BY APPLICATION 113
11.1 INTRODUCTION 114
11.2 GENERATIVE AI 115
11.2.1 RULE-BASED MODELS 116
11.2.1.1 Ability to process data and make consistent, traceable, and reliable decisions to boost demand 116
11.2.2 STATISTICAL MODELS 116
11.2.2.1 Rising demand for improved predictions and enhanced accuracy to fuel market growth 116
11.2.3 DEEP LEARNING 116
11.2.3.1 Proliferation of AI in healthcare, automotive, and consumer electronics to drive market 116
11.2.4 GENERATIVE ADVERSARIAL NETWORKS (GANS) 116
11.2.4.1 Growing application for generating high-quality images and videos for entertainment and marketing to boost demand 116
11.2.5 AUTOENCODERS 117
11.2.5.1 Benefits offered for latency-sensitive tasks like video streaming or real-time decision-making to fuel market growth 117
11.2.6 CONVOLUTIONAL NEURAL NETWORKS (CNNS) 117
11.2.6.1 Increasing demand for advanced image and video analytics to foster market growth 117
11.2.7 TRANSFORMER MODELS 117
11.2.7.1 Ability to capture long-range dependencies within data to support market growth 117
11.3 MACHINE LEARNING 118
11.3.1 ABILITY TO PERFORM MASSIVE MATRIX MULTIPLICATIONS TO DRIVE MARKET 118
11.4 NATURAL LANGUAGE PROCESSING 118
11.4.1 DEPLOYMENT IN CHATBOTS, SENTIMENT ANALYSIS, MACHINE TRANSLATION, AND EXTENSIVE LANGUAGE MODELS TO FUEL MARKET GROWTH 118
11.5 COMPUTER VISION 118
11.5.1 ACCELERATED COMPUTATION OF INTRICATE VISUAL DATA AND REDUCED LATENCY TO BOOST DEMAND 118
12 GPU SERVER MARKET, BY END USER 119
12.1 INTRODUCTION 120
12.2 CLOUD SERVICE PROVIDERS 121
12.2.1 RISING DEMAND FOR COST-EFFECTIVE, FLEXIBLE, AND SCALABLE COMPUTING POWER TO FUEL MARKET GROWTH 121
12.3 ENTERPRISES 124
12.3.1 HEALTHCARE 129
12.3.1.1 Ability to process and analyze vast amounts of medical data quickly and efficiently to drive market 129
12.3.2 BFSI 132
12.3.2.1 Rising need to improve customer service and mitigate risks to fuel market growth 132
12.3.3 AUTOMOTIVE 135
12.3.3.1 Accelerated development of autonomous driving algorithms and ADAS to offer lucrative growth opportunities 135
12.3.4 RETAIL & E-COMMERCE 139
12.3.4.1 Growing need for real-time data processing for personalized product recommendations, and customer behavior analysis to drive market 139
12.3.5 MEDIA & ENTERTAINMENT 142
12.3.5.1 Rise of streaming platforms, gaming, and digital content consumption to augment market growth 142
12.3.6 OTHER ENTERPRISES 145
12.4 GOVERNMENT ORGANIZATIONS 149
12.4.1 INCREASING RELIANCE ON AI FOR NATIONAL SECURITY AND DEFENSE SIMULATIONS TO FOSTER MARKET GROWTH 149
13 GPU SERVER MARKET, BY REGION 153
13.1 INTRODUCTION 154
13.2 NORTH AMERICA 155
13.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA 156
13.2.2 US 159
13.2.2.1 Continuous improvements in AI algorithms and processing capabilities to foster market growth 159
13.2.3 CANADA 160
13.2.3.1 Expanding data center infrastructure to support market growth 160
13.2.4 MEXICO 160
13.2.4.1 Accelerating digital transformation and increasing adoption of cloud computing to drive market 160
13.3 EUROPE 161
13.3.1 MACROECONOMIC OUTLOOK FOR EUROPE 161
13.3.2 UK 165
13.3.2.1 Significant investments in data center infrastructure to support market growth 165
13.3.3 GERMANY 166
13.3.3.1 Surging adoption in automotive sector to drive market 166
13.3.4 FRANCE 166
13.3.4.1 Growing ecosystem of AI startups to boost demand 166
13.3.5 ITALY 166
13.3.5.1 Emphasis on modernizing industrial sector and developing smart cities to support market growth 166
13.3.6 SPAIN 167
13.3.6.1 Rising availability of data and advancements in AI technology to accelerate market growth 167
13.3.7 REST OF EUROPE 167
13.4 ASIA PACIFIC 167
13.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC 168
13.4.2 CHINA 172
13.4.2.1 Rapid expansion of cloud computing and proliferation of IoT devices to fuel market growth 172
13.4.3 JAPAN 173
13.4.3.1 Increasing collaboration among academic institutions, government agencies, and private companies to advance AI research to boost demand 173
13.4.4 SOUTH KOREA 173
13.4.4.1 Development of advanced AI chips and server solutions to fuel market growth 173
13.4.5 INDIA 173
13.4.5.1 Government-led initiatives to enhance e-governance to boost demand 173
13.4.6 REST OF ASIA PACIFIC 174
13.5 ROW 174
13.5.1 MACROECONOMIC OUTLOOK FOR ROW 174
13.5.2 MIDDLE EAST 177
13.5.2.1 Growing emphasis on digital transformation and technological innovation to foster market growth 177
13.5.2.2 GCC 178
13.5.2.2.1 UAE 178
13.5.2.2.1.1 Establishment of regulatory frameworks to support market growth 178
13.5.2.2.2 Rest of GCC 178
13.5.2.3 Rest of Middle East 179
13.5.3 AFRICA 179
13.5.3.1 Expansion of data center capacity to drive market 179
13.5.4 SOUTH AMERICA 180
13.5.4.1 Surging demand for cloud services to fuel market growth 180
14 COMPETITIVE LANDSCAPE 181
14.1 OVERVIEW 181
14.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2021–2024 181
14.3 MARKET SHARE ANALYSIS, 2024 183
14.4 REVENUE ANALYSIS, 2022–2024 185
14.5 COMPANY VALUATION AND FINANCIAL METRICS 187
14.6 BRAND COMPARISON 188
14.7 COMPANY EVALUATION MATRIX, 2024 189
14.7.1 STARS 189
14.7.2 EMERGING LEADERS 189
14.7.3 PERVASIVE PLAYERS 189
14.7.4 PARTICIPANTS 189
14.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024 191
14.7.5.1 Company footprint 191
14.7.5.2 Region footprint 192
14.7.5.3 Function footprint 193
14.7.5.4 Deployment footprint 194
14.7.5.5 Application footprint 195
14.7.5.6 End user footprint 196
14.8 STARTUPS/SME EVALUATION MATRIX, 2024 196
14.8.1 PROGRESSIVE COMPANIES 196
14.8.2 RESPONSIVE COMPANIES 197
14.8.3 DYNAMIC COMPANIES 197
14.8.4 STARTING BLOCKS 197
14.8.5 COMPETITIVE BENCHMARKING 197
14.9 COMPETITIVE SCENARIOS 199
14.9.1 PRODUCT LAUNCHES 200
14.9.2 DEALS 201
14.9.3 OTHER DEVELOPMENTS 203
15 COMPANY PROFILES 204
15.1 KEY PLAYERS 204
15.1.1 DELL INC. 204
15.1.1.1 Business overview 204
15.1.1.2 Products/Solutions/Services offered 206
15.1.1.3 Recent developments 207
15.1.1.3.1 Deals 207
15.1.1.4 MnM view 208
15.1.1.4.1 Key strengths/Right to win 208
15.1.1.4.2 Strategic choices 208
15.1.1.4.3 Weaknesses/Competitive threats 208
15.1.2 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP 209
15.1.2.1 Business overview 209
15.1.2.2 Products/Solutions/Services offered 210
15.1.2.3 Recent developments 211
15.1.2.3.1 Product launches 211
15.1.2.3.2 Deals 212
15.1.2.4 MnM view 213
15.1.2.4.1 Key strengths/Right to win 213
15.1.2.4.2 Strategic choices 213
15.1.2.4.3 Weaknesses/Competitive threats 213
15.1.3 LENOVO 214
15.1.3.1 Business overview 214
15.1.3.2 Products/Solutions/Services offered 215
15.1.3.3 Recent developments 216
15.1.3.3.1 Product launches 216
15.1.3.3.2 Deals 217
15.1.3.3.3 Expansions 218
15.1.3.4 MnM view 219
15.1.3.4.1 Key strengths/Right to win 219
15.1.3.4.2 Strategic choices 219
15.1.3.4.3 Weaknesses/Competitive threats 219
15.1.4 HUAWEI TECHNOLOGIES CO., LTD. 220
15.1.4.1 Business overview 220
15.1.4.2 Products/Solutions/Services offered 221
15.1.4.3 Recent developments 222
15.1.4.3.1 Deals 222
15.1.4.4 MnM view 222
15.1.4.4.1 Key strengths/Right to win 222
15.1.4.4.2 Strategic choices 222
15.1.4.4.3 Weaknesses/Competitive threats 223
15.1.5 IBM 224
15.1.5.1 Business overview 224
15.1.5.2 Products/Solutions/Services offered 225
15.1.5.3 Recent developments 226
15.1.5.3.1 Products launches 226
15.1.5.3.2 Deals 226
15.1.5.4 MnM view 227
15.1.5.4.1 Key strengths/Right to win 227
15.1.5.4.2 Strategic choices 227
15.1.5.4.3 Weaknesses/Competitive threats 227
15.1.6 H3C TECHNOLOGIES CO., LTD. 228
15.1.6.1 Business overview 228
15.1.6.2 Products/Solutions/Services offered 229
15.1.6.3 Recent developments 231
15.1.6.3.1 Product launches 231
15.1.6.3.2 Deals 231
15.1.7 CISCO SYSTEMS, INC. 233
15.1.7.1 Business overview 233
15.1.7.2 Products/Solutions/Services offered 234
15.1.7.3 Recent developments 235
15.1.7.3.1 Deals 235
15.1.8 SUPER MICRO COMPUTER, INC. 237
15.1.8.1 Business overview 237
15.1.8.2 Products/Solutions/Services offered 238
15.1.8.3 Recent developments 240
15.1.8.3.1 Product launches 240
15.1.8.3.2 Deals 241
15.1.9 FUJITSU 242
15.1.9.1 Business overview 242
15.1.9.2 Products/Solutions/Services offered 243
15.1.9.3 Recent developments 244
15.1.9.3.1 Deals 244
15.1.10 INSPUR CO., LTD. 245
15.1.10.1 Business overview 245
15.1.10.2 Products/Solutions/Services offered 246
15.1.10.3 Recent developments 246
15.1.10.3.1 Product launches 246
15.1.10.3.2 Deals 247
15.1.11 ADLINK TECHNOLOGY INC. 248
15.1.11.1 Business overview 248
15.1.11.2 Products/Solutions/Services offered 249
15.1.11.3 Recent developments 250
15.1.11.3.1 Deals 250
15.1.12 QUANTA COMPUTER INC. 251
15.1.12.1 Business overview 251
15.1.12.2 Products/Solutions/Services offered 252
15.1.13 WISTRON CORPORATION 253
15.1.13.1 Business overview 253
15.1.13.2 Products/Solutions/Services offered 254
15.1.13.3 Recent developments 255
15.1.13.3.1 Deals 255
15.1.14 ASUSTEK COMPUTER INC. 256
15.1.14.1 Business overview 256
15.1.14.2 Products/Solutions/Services offered 257
15.1.15 ZTE CORPORATION 259
15.1.15.1 Business overview 259
15.1.15.2 Products/Solutions/Services offered 260
15.1.15.3 Recent developments 261
15.1.15.3.1 Product launches 261
15.2 OTHER PLAYERS 262
15.2.1 NVIDIA CORPORATION 262
15.2.2 ADVANCED MICRO DEVICES, INC. 263
15.2.3 GIGABIT TECHNOLOGIES PVT. LTD 264
15.2.4 AIVRES 265
15.2.5 AIME 266
15.2.6 WIWYNN CORPORATION 267
15.2.7 MITAC COMPUTING TECHNOLOGY CORPORATION 268
15.2.8 NEC CORPORATION 269
15.2.9 2CRSI GROUP 270
15.2.10 PENGUIN COMPUTING 271
15.2.11 SYSTEM76 272
15.2.12 SERVER SIMPLY 272
16 APPENDIX 273
16.1 DISCUSSION GUIDE 273
16.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 277
16.3 CUSTOMIZATION OPTIONS 279
16.4 RELATED REPORTS 279
16.5 AUTHOR DETAILS 280
LIST OF TABLES
TABLE 1 GPU SERVER MARKET: RISK ANALYSIS 42
TABLE 2 COMPARATIVE OVERVIEW OF NVIDIA’S HIGH-PERFORMANCE GPU PLATFORMS EXCEEDING TDP VALUES 1 KW 56
TABLE 3 ROLE OF KEY PLAYERS IN GPU SERVER ECOSYSTEM 63
TABLE 4 PRICING RANGE OF GPU SERVERS, BY KEY PLAYER, 2024 (USD) 65
TABLE 5 AVERAGE SELLING PRICE TREND OF GPU SERVERS, BY REGION,
2021–2024 (USD) 66
TABLE 6 LIST OF MAJOR PATENTS, 2023–2025 74
TABLE 7 IMPORT SCENARIO FOR HS CODE 847150-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 78
TABLE 8 EXPORT SCENARIO FOR HS CODE 847150-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 79
TABLE 9 GPU SERVER MARKET: PORTER’S FIVE FORCES ANALYSIS 80
TABLE 10 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR END USERS (%) 83
TABLE 11 KEY BUYING CRITERIA FOR END USERS 84
TABLE 12 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 85
TABLE 13 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 86
TABLE 14 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 87
TABLE 15 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 88
TABLE 16 STANDARDS 89
TABLE 17 LIST OF KEY CONFERENCES AND EVENTS. 2025–2026 91
TABLE 18 US-ADJUSTED RECIPROCAL TARIFF RATES 92
TABLE 19 GPU SERVER MARKET, BY COOLING TECHNOLOGY, 2021–2024 (USD BILLION) 99
TABLE 20 GPU SERVER MARKET, BY COOLING TECHNOLOGY, 2025–2030 (USD BILLION) 99
TABLE 21 GPU SERVER MARKET, BY DEPLOYMENT, 2021–2024 (USD BILLION) 103
TABLE 22 GPU SERVER MARKET, BY DEPLOYMENT, 2025–2030 (USD BILLION) 103
TABLE 23 ON-PREMISES: GPU SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 104
TABLE 24 ON-PREMISES: GPU SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 104
TABLE 25 CLOUD-BASED: GPU SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 105
TABLE 26 CLOUD-BASED: GPU SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 105
TABLE 27 GPU SERVER MARKET, BY FUNCTION, 2021–2024 (THOUSAND UNITS) 107
TABLE 28 GPU SERVER MARKET, BY FUNCTION, 2025–2030 (THOUSAND UNITS) 108
TABLE 29 GPU SERVER MARKET, BY FUNCTION, 2021–2024 (USD BILLION) 108
TABLE 30 GPU SERVER MARKET, BY FUNCTION, 2025–2030 (USD BILLION) 108
TABLE 31 GPU SERVER MARKET, BY FORM FACTOR, 2021–2024 (USD BILLION) 111
TABLE 32 GPU SERVER MARKET, BY FORM FACTOR, 2025–2030 (USD BILLION) 111
TABLE 33 GPU SERVER MARKET, BY APPLICATION, 2021–2024 (USD BILLION) 114
TABLE 34 GPU SERVER MARKET, BY APPLICATION, 2025–2030 (USD BILLION) 114
TABLE 35 GENERATIVE AI: GPU SERVER MARKET, BY TYPE, 2021–2024 (USD BILLION) 115
TABLE 36 GENERATIVE AI: GPU SERVER MARKET, BY TYPE, 2025–2030 (USD BILLION) 115
TABLE 37 GPU SERVER MARKET, BY END USER, 2021–2024 (USD BILLION) 120
TABLE 38 GPU SERVER MARKET, BY END USER, 2025–2030 (USD BILLION) 120
TABLE 39 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET, BY REGION,
2021–2024 (USD BILLION) 121
TABLE 40 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET, BY REGION,
2025–2030 (USD BILLION) 121
TABLE 41 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET IN NORTH AMERICA,
BY COUNTRY, 2021–2024 (USD BILLION) 122
TABLE 42 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET IN NORTH AMERICA,
BY COUNTRY, 2025–2030 (USD BILLION) 122
TABLE 43 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET IN EUROPE, BY COUNTRY, 2021–2024 (USD BILLION) 122
TABLE 44 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET IN EUROPE, BY COUNTRY, 2025–2030 (USD BILLION) 123
TABLE 45 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD BILLION) 123
TABLE 46 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD BILLION) 123
TABLE 47 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET IN ROW, BY COUNTRY,
2021–2024 (USD BILLION) 124
TABLE 48 CLOUD SERVICE PROVIDERS: GPU SERVER MARKET IN ROW, BY COUNTRY,
2025–2030 (USD BILLION) 124
TABLE 49 GPU SERVER MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD BILLION) 125
TABLE 50 GPU SERVER MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD BILLION) 125
TABLE 51 ENTERPRISES: GPU SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 125
TABLE 52 ENTERPRISES: GPU SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 126
TABLE 53 ENTERPRISES: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD BILLION) 126
TABLE 54 ENTERPRISES: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD BILLION) 126
TABLE 55 ENTERPRISES: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD BILLION) 127
TABLE 56 ENTERPRISES: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD BILLION) 127
TABLE 57 ENTERPRISES: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD BILLION) 127
TABLE 58 ENTERPRISES: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD BILLION) 128
TABLE 59 ENTERPRISES: GPU SERVER MARKET IN ROW, BY COUNTRY,
2021–2024 (USD BILLION) 128
TABLE 60 ENTERPRISES: GPU SERVER MARKET IN ROW, BY COUNTRY,
2025–2030 (USD BILLION) 128
TABLE 61 HEALTHCARE: GPU SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 129
TABLE 62 HEALTHCARE: GPU SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 129
TABLE 63 HEALTHCARE: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD BILLION) 129
TABLE 64 HEALTHCARE: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD BILLION) 130
TABLE 65 HEALTHCARE: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD BILLION) 130
TABLE 66 HEALTHCARE: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD BILLION) 130
TABLE 67 HEALTHCARE: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD BILLION) 131
TABLE 68 HEALTHCARE: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD BILLION) 131
TABLE 69 HEALTHCARE: GPU SERVER MARKET IN ROW, BY COUNTRY,
2021–2024 (USD BILLION) 131
TABLE 70 HEALTHCARE: GPU SERVER MARKET IN ROW, BY COUNTRY,
2025–2030 (USD BILLION) 132
TABLE 71 BFSI: GPU SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 132
TABLE 72 BFSI: GPU SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 132
TABLE 73 BFSI: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD BILLION) 133
TABLE 74 BFSI: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD BILLION) 133
TABLE 75 BFSI: GPU SERVER MARKET IN EUROPE, BY COUNTRY, 2021–2024 (USD BILLION) 133
TABLE 76 BFSI: GPU SERVER MARKET IN EUROPE, BY COUNTRY, 2025–2030 (USD BILLION) 134
TABLE 77 BFSI: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD BILLION) 134
TABLE 78 BFSI: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD BILLION) 134
TABLE 79 BFSI: GPU SERVER MARKET IN ROW, BY COUNTRY, 2021–2024 (USD BILLION) 135
TABLE 80 BFSI: GPU SERVER MARKET IN ROW, BY COUNTRY, 2025–2030 (USD BILLION) 135
TABLE 81 AUTOMOTIVE: GPU SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 136
TABLE 82 AUTOMOTIVE: GPU SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 136
TABLE 83 AUTOMOTIVE: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD BILLION) 136
TABLE 84 AUTOMOTIVE: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD BILLION) 136
TABLE 85 AUTOMOTIVE: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD BILLION) 137
TABLE 86 AUTOMOTIVE: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD BILLION) 137
TABLE 87 AUTOMOTIVE: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD BILLION) 137
TABLE 88 AUTOMOTIVE: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD BILLION) 138
TABLE 89 AUTOMOTIVE: GPU SERVER MARKET IN ROW, BY COUNTRY,
2021–2024 (USD BILLION) 138
TABLE 90 AUTOMOTIVE: GPU SERVER MARKET IN ROW, BY COUNTRY,
2025–2030 (USD BILLION) 138
TABLE 91 RETAIL & E-COMMERCE: GPU SERVER MARKET, BY REGION,
2021–2024 (USD BILLION) 139
TABLE 92 RETAIL & E-COMMERCE: GPU SERVER MARKET, BY REGION,
2025–2030 (USD BILLION) 139
TABLE 93 RETAIL & E-COMMERCE: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (USD BILLION) 139
TABLE 94 RETAIL & E-COMMERCE: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (USD BILLION) 140
TABLE 95 RETAIL & E-COMMERCE: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD BILLION) 140
TABLE 96 RETAIL & E-COMMERCE: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD BILLION) 140
TABLE 97 RETAIL & E-COMMERCE: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD BILLION) 141
TABLE 98 RETAIL & E-COMMERCE: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD BILLION) 141
TABLE 99 RETAIL & E-COMMERCE: GPU SERVER MARKET IN ROW, BY COUNTRY,
2021–2024 (USD BILLION) 141
TABLE 100 RETAIL & E-COMMERCE: GPU SERVER MARKET IN ROW, BY COUNTRY,
2025–2030 (USD BILLION) 142
TABLE 101 MEDIA & ENTERTAINMENT: GPU SERVER MARKET, BY REGION,
2021–2024 (USD BILLION) 142
TABLE 102 MEDIA & ENTERTAINMENT: GPU SERVER MARKET, BY REGION,
2025–2030 (USD BILLION) 143
TABLE 103 MEDIA & ENTERTAINMENT: GPU SERVER MARKET IN NORTH AMERICA,
BY COUNTRY, 2021–2024 (USD BILLION) 143
TABLE 104 MEDIA & ENTERTAINMENT: GPU SERVER MARKET IN NORTH AMERICA,
BY COUNTRY, 2025–2030 (USD BILLION) 143
TABLE 105 MEDIA & ENTERTAINMENT: GPU SERVER MARKET IN EUROPE, BY COUNTRY, 2021–2024 (USD BILLION) 144
TABLE 106 MEDIA & ENTERTAINMENT: GPU SERVER MARKET IN EUROPE, BY COUNTRY, 2025–2030 (USD BILLION) 144
TABLE 107 MEDIA & ENTERTAINMENT: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD BILLION) 144
TABLE 108 MEDIA & ENTERTAINMENT: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD BILLION) 145
TABLE 109 MEDIA & ENTERTAINMENT: ROW GPU SERVER MARKET, BY COUNTRY,
2021–2024 (USD BILLION) 145
TABLE 110 MEDIA & ENTERTAINMENT: GPU SERVER MARKET IN ROW, BY COUNTRY,
2025–2030 (USD BILLION) 145
TABLE 111 OTHER ENTERPRISES: GPU SERVER MARKET, BY REGION,
2021–2024 (USD BILLION) 146
TABLE 112 OTHER ENTERPRISES: GPU SERVER MARKET, BY REGION,
2025–2030 (USD BILLION) 146
TABLE 113 OTHER ENTERPRISES: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (USD BILLION) 146
TABLE 114 OTHER ENTERPRISES: GPU SERVER MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (USD BILLION) 146
TABLE 115 OTHER ENTERPRISES: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD BILLION) 147
TABLE 116 OTHER ENTERPRISES: GPU SERVER MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD BILLION) 147
TABLE 117 OTHER ENTERPRISES: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (USD BILLION) 147
TABLE 118 OTHER ENTERPRISES: GPU SERVER MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (USD BILLION) 148
TABLE 119 OTHER ENTERPRISES: ROW GPU SERVER MARKET, BY COUNTRY,
2021–2024 (USD BILLION) 148
TABLE 120 OTHER ENTERPRISES: GPU SERVER MARKET IN ROW, BY COUNTRY,
2025–2030 (USD BILLION) 148
TABLE 121 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET, BY REGION,
2021–2024 (USD BILLION) 149
TABLE 122 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET, BY REGION,
2025–2030 (USD BILLION) 149
TABLE 123 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET IN NORTH AMERICA,
BY COUNTRY, 2021–2024 (USD BILLION) 150
TABLE 124 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET IN NORTH AMERICA,
BY COUNTRY, 2025–2030 (USD BILLION) 150
TABLE 125 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET IN EUROPE, BY COUNTRY, 2021–2024 (USD BILLION) 150
TABLE 126 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET IN EUROPE, BY COUNTRY, 2025–2030 (USD BILLION) 151
TABLE 127 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET IN ASIA PACIFIC,
BY COUNTRY, 2021–2024 (USD BILLION) 151
TABLE 128 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET IN ASIA PACIFIC,
BY COUNTRY, 2025–2030 (USD BILLION) 151
TABLE 129 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET IN ROW, BY COUNTRY, 2021–2024 (USD BILLION) 152
TABLE 130 GOVERNMENT ORGANIZATIONS: GPU SERVER MARKET IN ROW, BY COUNTRY, 2025–2030 (USD BILLION) 152
TABLE 131 GPU SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 155
TABLE 132 GPU SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 155
TABLE 133 NORTH AMERICA: GPU SERVER MARKET, BY COUNTRY, 2021–2024 (USD BILLION) 157
TABLE 134 NORTH AMERICA: GPU SERVER MARKET, BY COUNTRY, 2025–2030 (USD BILLION) 157
TABLE 135 NORTH AMERICA: GPU SERVER MARKET, BY DEPLOYMENT,
2021–2024 (USD BILLION) 158
TABLE 136 NORTH AMERICA: GPU SERVER MARKET, BY DEPLOYMENT,
2025–2030 (USD BILLION) 158
TABLE 137 NORTH AMERICA: GPU SERVER MARKET, BY END USER,
2021–2024 (USD BILLION) 158
TABLE 138 NORTH AMERICA: GPU SERVER MARKET, BY END USER,
2025–2030 (USD BILLION) 158
TABLE 139 NORTH AMERICA: GPU SERVER MARKET, BY ENTERPRISE TYPE,
2021–2024 (USD BILLION) 159
TABLE 140 NORTH AMERICA: GPU SERVER MARKET, BY ENTERPRISE TYPE,
2025–2030 (USD BILLION) 159
TABLE 141 EUROPE: GPU SERVER MARKET, BY COUNTRY, 2021–2024 (USD BILLION) 163
TABLE 142 EUROPE: GPU SERVER MARKET, BY COUNTRY, 2025–2030 (USD BILLION) 163
TABLE 143 EUROPE: GPU SERVER MARKET, BY DEPLOYMENT, 2021–2024 (USD BILLION) 164
TABLE 144 EUROPE: GPU SERVER MARKET, BY DEPLOYMENT, 2025–2030 (USD BILLION) 164
TABLE 145 EUROPE: GPU SERVER MARKET, BY END USER, 2021–2024 (USD BILLION) 164
TABLE 146 EUROPE: GPU SERVER MARKET, BY END USER, 2025–2030 (USD BILLION) 164
TABLE 147 EUROPE: GPU SERVER MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD BILLION) 165
TABLE 148 EUROPE: GPU SERVER MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD BILLION) 165
TABLE 149 ASIA PACIFIC: GPU SERVER MARKET, BY COUNTRY, 2021–2024 (USD BILLION) 170
TABLE 150 ASIA PACIFIC: GPU SERVER MARKET, BY COUNTRY, 2025–2030 (USD BILLION) 170
TABLE 151 ASIA PACIFIC: GPU SERVER MARKET, BY DEPLOYMENT,
2021–2024 (USD BILLION) 171
TABLE 152 ASIA PACIFIC: GPU SERVER MARKET, BY DEPLOYMENT,
2025–2030 (USD BILLION) 171
TABLE 153 ASIA PACIFIC: GPU SERVER MARKET, BY END USER, 2021–2024 (USD BILLION) 171
TABLE 154 ASIA PACIFIC: GPU SERVER MARKET, BY END USER, 2025–2030 (USD BILLION) 171
TABLE 155 ASIA PACIFIC: GPU SERVER MARKET, BY ENTERPRISE TYPE,
2021–2024 (USD BILLION) 172
TABLE 156 ASIA PACIFIC: GPU SERVER MARKET, BY ENTERPRISE TYPE,
2025–2030 (USD BILLION) 172
TABLE 157 ROW: GPU SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 175
TABLE 158 ROW: GPU SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 175
TABLE 159 ROW: GPU SERVER MARKET, BY DEPLOYMENT, 2021–2024 (USD BILLION) 176
TABLE 160 ROW: GPU SERVER MARKET, BY DEPLOYMENT, 2025–2030 (USD BILLION) 176
TABLE 161 ROW: GPU SERVER MARKET, BY END USER, 2021–2024 (USD BILLION) 176
TABLE 162 ROW: GPU SERVER MARKET, BY END USER, 2025–2030 (USD BILLION) 176
TABLE 163 ROW: GPU SERVER MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD BILLION) 177
TABLE 164 ROW: GPU SERVER MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD BILLION) 177
TABLE 165 MIDDLE EAST: GPU SERVER MARKET, BY COUNTRY, 2021–2024 (USD BILLION) 178
TABLE 166 MIDDLE EAST: GPU SERVER MARKET, BY COUNTRY, 2025–2030 (USD BILLION) 178
TABLE 167 GCC: GPU SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 179
TABLE 168 GCC: GPU SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 179
TABLE 169 GPU SERVER MARKET: OVERVIEW OF STRATEGIES ADOPTED
BY KEY PLAYERS, JANUARY 2021–JUNE 2025 181
TABLE 170 GPU SERVER MARKET SHARE ANALYSIS, 2024 184
TABLE 171 GPU SERVER MARKET: REGION FOOTPRINT 192
TABLE 172 GPU SERVER MARKET: FUNCTION FOOTPRINT 193
TABLE 173 GPU SERVER MARKET: DEPLOYMENT FOOTPRINT 194
TABLE 174 GPU SERVER MARKET: APPLICATION FOOTPRINT 195
TABLE 175 GPU SERVER MARKET: END USER FOOTPRINT 196
TABLE 176 GPU SERVER MARKET: LIST OF KEY STARTUPS/SMES 197
TABLE 177 GPU SERVER MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 198
TABLE 178 GPU SERVER MARKET: PRODUCT LAUNCHES, JANUARY 2021–JUNE 2025 200
TABLE 179 GPU SERVER MARKET: DEALS, JANUARY 2021–JUNE 2025 201
TABLE 180 GPU SERVER MARKET: OTHER DEVELOPMENTS, JANUARY 2021–JUNE 2025 203
TABLE 181 DELL INC.: COMPANY OVERVIEW 205
TABLE 182 DELL INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 206
TABLE 183 DELL INC.: DEALS 207
TABLE 184 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: COMPANY OVERVIEW 209
TABLE 185 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: PRODUCTS/SOLUTIONS/SERVICES OFFERED 210
TABLE 186 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: PRODUCT LAUNCHES 211
TABLE 187 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: DEALS 212
TABLE 188 LENOVO: COMPANY OVERVIEW 214
TABLE 189 LENOVO: PRODUCTS/SOLUTIONS/SERVICES OFFERED 215
TABLE 190 LENOVO: PRODUCT LAUNCHES 216
TABLE 191 LENOVO: DEALS 217
TABLE 192 LENOVO: EXPANSIONS 218
TABLE 193 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW 220
TABLE 194 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 221
TABLE 195 HUAWEI TECHNOLOGIES CO., LTD.: DEALS 222
TABLE 196 IBM: COMPANY OVERVIEW 224
TABLE 197 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 225
TABLE 198 IBM: PRODUCT LAUNCHES 226
TABLE 199 IBM: DEALS 226
TABLE 200 H3C TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW 228
TABLE 201 H3C TECHNOLOGIES CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 229
TABLE 202 H3C TECHNOLOGIES CO., LTD.: PRODUCT LAUNCHES 231
TABLE 203 H3C TECHNOLOGIES CO., LTD.: DEALS 231
TABLE 204 CISCO SYSTEMS, INC.: COMPANY OVERVIEW 233
TABLE 205 CISCO SYSTEMS, INC.: PRODUCT LAUNCHES 234
TABLE 206 CISCO SYSTEMS, INC.: DEALS 235
TABLE 207 SUPER MICRO COMPUTER, INC.: COMPANY OVERVIEW 237
TABLE 208 SUPER MICRO COMPUTER, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 238
TABLE 209 SUPER MICRO COMPUTER, INC.: PRODUCT LAUNCHES 240
TABLE 210 SUPER MICRO COMPUTER, INC.: DEALS 241
TABLE 211 FUJITSU: COMPANY OVERVIEW 242
TABLE 212 FUJITSU: PRODUCTS/SOLUTIONS/SERVICES OFFERED 243
TABLE 213 FUJITSU: DEALS 244
TABLE 214 INSPUR CO., LTD.: COMPANY OVERVIEW 245
TABLE 215 INSPUR CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 246
TABLE 216 INSPUR CO., LTD.: PRODUCT LAUNCHES 246
TABLE 217 INSPUR CO., LTD.: DEALS 247
TABLE 218 ADLINK TECHNOLOGY INC.: COMPANY OVERVIEW 248
TABLE 219 ADLINK TECHNOLOGY INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 249
TABLE 220 ADLINK TECHNOLOGY INC.: DEALS 250
TABLE 221 QUANTA COMPUTER INC.: COMPANY OVERVIEW 251
TABLE 222 QUANTA COMPUTER INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 252
TABLE 223 WISTRON CORPORATION: COMPANY OVERVIEW 253
TABLE 224 WISTRON CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 254
TABLE 225 WISTRON CORPORATION: DEALS 255
TABLE 226 ASUSTEK COMPUTER INC.: COMPANY OVERVIEW 256
TABLE 227 ASUSTEK COMPUTER INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 257
TABLE 228 ZTE CORPORATION: COMPANY OVERVIEW 259
TABLE 229 ZTE CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 260
TABLE 230 ZTE CORPORATION: PRODUCT LAUNCHES 261
LIST OF FIGURES
FIGURE 1 GPU SERVER MARKET SEGMENTATION AND REGIONAL SCOPE 26
FIGURE 2 GPU SERVER MARKET: RESEARCH DESIGN 29
FIGURE 3 GPU SERVER MARKET: RESEARCH FLOW OF MARKET SIZE ESTIMATION 36
FIGURE 4 GPU SERVER MARKET: SUPPLY-SIDE ANALYSIS 37
FIGURE 5 GPU SERVER MARKET: BOTTOM-UP APPROACH 38
FIGURE 6 GPU SERVER MARKET: TOP-DOWN APPROACH 39
FIGURE 7 GPU SERVER MARKET: DATA TRIANGULATION 40
FIGURE 8 INFERENCE SEGMENT TO GARNER HIGHER MARKET SHARE IN 2030 43
FIGURE 9 LIQUID COOLING SEGMENT TO WITNESS HIGHEST MARKET SHARE IN 2025 44
FIGURE 10 RACK-MOUNTED SERVER SEGMENT DOMINATED MARKET IN 2024 44
FIGURE 11 CLOUD-BASED SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2030 45
FIGURE 12 MACHINE LEARNING SEGMENT TO DOMINATE MARKET IN 2025 45
FIGURE 13 CLOUD SERVICE PROVIDER SEGMENT TO LEAD MARKET IN 2025 46
FIGURE 14 NORTH AMERICA HELD LARGEST MARKET SHARE IN 2024 46
FIGURE 15 RISING DEMAND FOR GPU-BASED GPU SERVERS TO BOOST MARKET GROWTH 48
FIGURE 16 LIQUID COOLING SEGMENT TO DOMINATE MARKET IN 2030 49
FIGURE 17 RACK-MOUNTED SERVERS TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030 49
FIGURE 18 HEALTHCARE SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 50
FIGURE 19 CHINA TO REGISTER HIGHEST CAGR IN GLOBAL GPU SERVER MARKET DURING FORECAST PERIOD 50
FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 52
FIGURE 21 GPU SERVER MARKET: DRIVERS AND THEIR IMPACT 54
FIGURE 22 POWER CONSUMPTION OF NVIDIA DATACENTER GPUS
BY TDP CLASSIFICATION (2016–2024) 56
FIGURE 23 POWER CONSUMPTION OF INTEL DATACENTER GPUS
BY TDP CLASSIFICATION (2022–2024) 57
FIGURE 24 GPU SERVER MARKET: RESTRAINTS AND THEIR IMPACT 57
FIGURE 25 GPU SERVER MARKET: OPPORTUNITIES AND THEIR IMPACT 59
FIGURE 26 GPU SERVER MARKET: CHALLENGES AND THEIR IMPACT 60
FIGURE 27 GPU SERVER MARKET: VALUE CHAIN ANALYSIS 61
FIGURE 28 GPU SERVER ECOSYSTEM ANALYSIS 62
FIGURE 29 PRICING RANGE OF GPU SERVER TYPES, BY KEY PLAYER, 2024 64
FIGURE 30 AVERAGE SELLING PRICE TREND OF GPU SERVERS, BY REGION, 2021–2024 65
FIGURE 31 INVESTMENT AND FUNDING SCENARIO, 2023–2024 66
FIGURE 32 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 67
FIGURE 33 PATENTS APPLIED AND GRANTED, 2015–2025 73
FIGURE 34 IMPORT DATA FOR HS CODE 847150-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 78
FIGURE 35 EXPORT DATA FOR HS CODE 847150-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 79
FIGURE 36 PORTER’S FIVE FORCES ANALYSIS 81
FIGURE 37 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY END USER 83
FIGURE 38 KEY BUYING CRITERIA FOR END USERS 84
FIGURE 39 LIQUID COOLING SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 99
FIGURE 40 ON-PREMISES SEGMENT TO DISPLAY HIGHER CAGR DURING FORECAST PERIOD 103
FIGURE 41 TRAINING FUNCTION TO REGISTER HIGHER CAGR IN GPU SERVER MARKET DURING FORECAST PERIOD 107
FIGURE 42 RACK-MOUNTED SERVERS TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 111
FIGURE 43 GENERATIVE AI TO EXPAND AT HIGHEST CAGR IN GPU SERVER MARKET DURING FORECAST PERIOD 114
FIGURE 44 ENTERPRISES SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 120
FIGURE 45 ASIA PACIFIC TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 154
FIGURE 46 NORTH AMERICA: GPU SERVER MARKET SNAPSHOT 156
FIGURE 47 US TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 157
FIGURE 48 EUROPE: GPU SERVER MARKET SNAPSHOT 162
FIGURE 49 GERMANY TO DISPLAY HIGHEST CAGR DURING FORECAST PERIOD 163
FIGURE 50 ASIA PACIFIC: GPU SERVER MARKET SNAPSHOT 169
FIGURE 51 CHINA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 170
FIGURE 52 MIDDLE EAST TO RECORD HIGHEST CAGR IN ROW DURING FORECAST PERIOD 175
FIGURE 53 MARKET SHARE ANALYSIS OF TOP FIVE PLAYERS, 2024 184
FIGURE 54 REVENUE ANALYSIS, 2022–2024 185
FIGURE 55 COMPANY VALUATION 187
FIGURE 56 FINANCIAL METRICS (EV/EBITDA) 188
FIGURE 57 BRAND COMPARISON 188
FIGURE 58 GPU SERVER MARKET: COMPANY EVALUATION MATRIX, 2024 190
FIGURE 59 GPU SERVER MARKET: COMPANY FOOTPRINT 191
FIGURE 60 GPU SERVER MARKET: STARTUP/SME EVALUATION MATRIX, 2024 199
FIGURE 61 DELL INC.: COMPANY SNAPSHOT 205
FIGURE 62 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: COMPANY SNAPSHOT 210
FIGURE 63 LENOVO: COMPANY SNAPSHOT 215
FIGURE 64 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY SNAPSHOT 221
FIGURE 65 IBM: COMPANY SNAPSHOT 225
FIGURE 66 CISCO SYSTEMS, INC.: COMPANY SNAPSHOT 234
FIGURE 67 SUPER MICRO COMPUTER, INC.: COMPANY SNAPSHOT 238
FIGURE 68 FUJITSU: COMPANY SNAPSHOT 243
FIGURE 69 ADLINK TECHNOLOGY INC.: COMPANY SNAPSHOT 249
FIGURE 70 QUANTA COMPUTER INC.: COMPANY SNAPSHOT 252
FIGURE 71 WISTRON CORPORATION: COMPANY SNAPSHOT 254
FIGURE 72 ASUSTEK COMPUTER INC.: COMPANY SNAPSHOT 257
FIGURE 73 ZTE CORPORATION: COMPANY SNAPSHOT 260
