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

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

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 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