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Generative AI Server Market by Processor Type (GPU, FPGA, ASIC), Function (Training, Inference), Form Factor (Rack-mounted Server, Blade Server, Tower Server), Deployment (On-premises, Cloud), Cooling Technology, End User - Global Forecast to 2030

出版商 MarketsandMarkets產業別 Electronics & Semiconductor出版日期 2026-04-06頁數 303報告編號 SE10419

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報告摘要

The generative AI server market is anticipated to grow from USD 103.92 billion in 2025 to USD 448.60 billion by 2030, at a CAGR of 34.0% between 2025 and 2030. Enterprises are increasingly deploying generative AI for applications such as content creation, customer service automation, drug discovery, and personalized marketing. This widespread adoption is significantly increasing demand for high-performance AI servers capable of handling intensive workloads. “Cloud deployment will hold the largest market share.” Cloud deployment is expected to hold the largest market share in the generative AI server market by 2030 due to its unmatched scalability, flexibility, and cost efficiency. Generative AI workloads—such as large language models, image generation, and real-time inference—require massive computational power that is often impractical for enterprises to maintain on-premises. Cloud platforms enable organizations to access high-performance GPU- and ASIC-based servers on demand, eliminating heavy upfront capital investments. Additionally, leading cloud service providers like Amazon Web Services, Microsoft Azure, and Google Cloud continuously invest in advanced AI infrastructure, including specialized AI chips, high-speed networking, and liquid-cooled data centers. This ensures enterprises can leverage cutting-edge capabilities without managing complex hardware. Cloud deployment also supports seamless updates, rapid model deployment, and integration with AI development tools, accelerating time-to-market. As data volumes grow and AI adoption expands across industries, the cloud’s ability to deliver elastic, high-performance infrastructure will solidify its dominant position in the generative AI server market by 2030. “Enterprises are estimated to record the highest CAGR during the forecast period.” The enterprises segment is projected to register the highest CAGR in the generative AI server market due to the rapid acceleration of AI adoption across business operations. Enterprises are increasingly integrating generative AI into functions such as customer support, software development, marketing automation, and decision-making, creating strong demand for high-performance server infrastructure. Unlike early adoption led by hyperscalers, enterprises are now moving from pilot projects to full-scale deployment of AI models, including large language models and domain-specific AI systems. This transition significantly increases the need for scalable compute, storage, and networking capabilities. Additionally, enterprises often require customized and secure environments, driving investments in dedicated or hybrid AI server deployments. The growing focus on data privacy and regulatory compliance is another key factor, as enterprises prefer controlled environments for sensitive data processing. This is encouraging the adoption of private cloud and on-premise AI servers alongside public cloud usage. Furthermore, industries such as BFSI, healthcare, manufacturing, and retail are leveraging generative AI for competitive advantage, boosting infrastructure demand. As digital transformation intensifies and AI becomes central to enterprise strategy, the enterprise segment is expected to witness the fastest growth rate in the generative AI server market. “Asia Pacific is expected to grow at the highest CAGR during the forecast period.” Asia Pacific is expected to register the highest CAGR in the generative AI server market due to a strong combination of digital expansion, government support, and rising enterprise AI adoption. Countries such as China, India, Japan, and South Korea are witnessing rapid growth in data generation, cloud adoption, and AI-driven applications, creating significant demand for high-performance AI servers. Governments across the region are actively promoting AI development through national strategies, funding programs, and digital infrastructure investments. For instance, China’s AI development plans and India’s digital initiatives are accelerating the deployment of AI workloads across sectors. This policy support is encouraging both domestic innovation and foreign investments in AI infrastructure. Additionally, the expansion of hyperscale data centers and the increasing presence of global cloud providers such as Amazon Web Services, Microsoft Azure, and Google Cloud are boosting regional capacity for generative AI workloads. Moreover, a large developer base, growing startup ecosystem, and increasing enterprise digitalization are driving widespread adoption of generative AI solutions. As businesses scale AI deployments across industries, the demand for advanced server infrastructure in the Asia Pacific is expected to grow at the fastest pace globally. Extensive primary interviews were conducted with key industry experts in the generative AI server 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 provided 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 1–50%, Tier 2–20%, and Tier 3–30% • By Designation: C-level–20%, Directors–30%, and Others–50% • By Region: North America–40%, Europe–20%, Asia Pacific–30%, and RoW–10% The report profiles key players in the generative AI server market with their respective market ranking analysis. Prominent players profiled in this report are Dell Inc. (US), Hewlett Packard Enterprise Development LP (US), Lenovo (China), Huawei Technologies Co., Ltd. (China), IBM (US), Super Micro Computer, Inc. (US), INSPUR Co., Ltd. (China), H3C Technologies Co., Ltd. (China), Cisco Systems, Inc. (US), Fujitsu (Japan), among others. Research Coverage: This research report categorizes the generative AI server market based on processor type, function, cooling technology, form factor, deployment, end user, and region. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the generative AI server market and forecasts the same till 2030. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the generative AI server market ecosystem. Key Benefits of Buying the Report The report will help the market leaders/new entrants in this market with information on the closest approximations of the numbers for the overall generative AI 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 pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities. The report provides insights into the following pointers: • Analysis of key drivers (Rising Adoption of Generative AI Applications), restraints (High Infrastructure Costs), opportunities (Emerging Demand in Enterprises), and challenges (Data Privacy, Sovereignty & Regulatory Hurdles) • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and product launches in the generative AI server market • Market Development: Comprehensive information about lucrative markets–the report analyzes the generative AI server market across varied regions • Market Diversification: Exhaustive information about new products, untapped geographies, recent developments, and investments in the generative AI server market • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players, such as Dell Inc. (US), Hewlett Packard Enterprise Development LP (US), Lenovo (China), Huawei Technologies Co., Ltd. (China), and IBM (US), in the generative AI server market.
目錄 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 AND REGIONAL SCOPE 28 1.3.2 INCLUSIONS AND EXCLUSIONS 29 1.3.3 YEARS CONSIDERED 29 1.4 CURRENCY CONSIDERED 29 1.5 UNITS CONSIDERED 30 1.6 LIMITATIONS 30 1.7 STAKEHOLDERS 30 2 RESEARCH METHODOLOGY 31 2.1 RESEARCH DATA 31 2.1.1 SECONDARY DATA 32 2.1.1.1 List of major secondary sources 32 2.1.1.2 Key data from secondary sources 32 2.1.2 PRIMARY DATA 33 2.1.2.1 List of primary interview participants 33 2.1.2.2 Breakdown of primaries 34 2.1.2.3 Key data from primary sources 34 2.1.2.4 Key industry insights 36 2.1.3 SECONDARY AND PRIMARY RESEARCH 36 2.2 MARKET SIZE ESTIMATION 37 2.2.1 BOTTOM-UP APPROACH 38 2.2.1.1 Approach to estimate market size using bottom-up analysis (demand side) 38 2.2.2 TOP-DOWN APPROACH 39 2.2.2.1 Approach to estimate market size using top-down analysis (supply side) 39 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 40 2.4 RESEARCH ASSUMPTIONS 41 2.5 RISK ASSESSMENT 42 2.6 RESEARCH LIMITATIONS 42 3 EXECUTIVE SUMMARY 43   4 PREMIUM INSIGHTS 48 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN GENERATIVE AI SERVER MARKET 48 4.2 AI SERVER MARKET, BY PROCESSOR TYPE 48 4.3 AI SERVER MARKET, BY FUNCTION 49 4.4 AI SERVER MARKET, BY COOLING TECHNOLOGY 49 4.5 AI SERVER MARKET, BY FORM FACTOR 50 4.6 AI SERVER MARKET, BY DEPLOYMENT 50 4.7 AI SERVER MARKET, BY END-USER 51 4.8 AI SERVER MARKET, BY COUNTRY 51 4.9 AI SERVER MARKET, BY REGION 52 5 MARKET OVERVIEW 53 5.1 INTRODUCTION 53 5.2 MARKET DYNAMICS 53 5.2.1 DRIVERS 54 5.2.1.1 Rising adoption of generative AI applications 54 5.2.1.2 Demand for high-performance computing (HPC) infrastructure 55 5.2.1.3 Aggressive investments by cloud providers 55 5.2.2 RESTRAINTS 56 5.2.2.1 High infrastructure costs 56 5.2.2.2 Power consumption and sustainability concerns 57 5.2.2.3 Vendor lock-in and limited hardware availability 57 5.2.3 OPPORTUNITIES 58 5.2.3.1 Emerging markets 58 5.2.3.2 AI chip innovation and open hardware initiatives 59 5.2.4 CHALLENGES 60 5.2.4.1 Data privacy, sovereignty, and regulatory hurdles 60 5.2.4.2 Talent shortage in AI infrastructure design 61 5.3 VALUE CHAIN ANALYSIS 62 5.4 ECOSYSTEM ANALYSIS 64 5.5 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESSES 65 5.6 PRICING ANALYSIS 66 5.6.1 INDICATIVE PRICE TREND OF GENERATIVE AI SERVERS, BY REGION (USD) 66 5.7 TECHNOLOGY ANALYSIS 67 5.7.1 KEY TECHNOLOGIES 67 5.7.1.1 High-performance computing (HPC) 67 5.7.1.2 High bandwidth memory (HBM) 68 5.7.1.3 GenAI workload 69 5.7.2 COMPLEMENTARY TECHNOLOGIES 69 5.7.2.1 Data center power management and cooling system 69 5.7.2.2 High-speed interconnects 70 5.7.3 ADJACENT TECHNOLOGIES 70 5.7.3.1 AI development frameworks 70 5.7.3.2 Quantum AI 71 5.8 UPCOMING DEPLOYMENTS OF DATA CENTERS BY CLOUD SERVICE PROVIDERS 71 5.9 CAPEX OF CLOUD SERVICE PROVIDERS 72 5.10 PROCESSOR BENCHMARKING 73 5.10.1 GPU BENCHMARKING 73 5.10.2 CPU BENCHMARKING 74 5.11 PORTER’S FIVE FORCES ANALYSIS 74 5.11.1 THREAT OF NEW ENTRANTS 75 5.11.2 THREAT OF SUBSTITUTES 75 5.11.3 BARGAINING POWER OF SUPPLIERS 76 5.11.4 BARGAINING POWER OF BUYERS 76 5.11.5 INTENSITY OF COMPETITIVE RIVALRY 76 5.12 KEY STAKEHOLDERS AND BUYING CRITERIA 77 5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS 77 5.12.2 BUYING CRITERIA 78 5.13 CASE STUDY ANALYSIS 79 5.13.1 AIVRES’ HIGH-PERFORMANCE COMPUTING SERVER ACCELERATES AI SOLUTION DEVELOPMENT 79 5.13.2 SEEWEB COLLABORATES WITH LENOVO AND NVIDIA TO LAUNCH GPU-COMPUTING-AS-A-SERVICE MODEL AND EXPAND AI ACCESSIBILITY 79 5.13.3 SHARONAI EXPANDS AI INFRASTRUCTURE WITH LENOVO TRUSCALE, DEPLOYING HUNDREDS OF GPU-DENSE SERVERS 80 5.13.4 SERVING INFERENCE FOR LLMS: A CASE STUDY WITH NVIDIA TRITON INFERENCE SERVER AND ELEUTHER AI 80 5.13.5 APPLIED DIGITAL CORPORATION EXPANDS AI CAPABILITIES WITH SUPERMICRO SERVERS 81 5.14 INVESTMENT AND FUNDING SCENARIO 82 5.15 TRADE ANALYSIS 83 5.15.1 IMPORT SCENARIO (HS CODE 847150) 83 5.15.2 EXPORT SCENARIO (HS CODE 847150) 84 5.16 PATENT ANALYSIS 85 5.17 KEY CONFERENCES AND EVENTS, 2025–2026 89 5.18 REGULATORY LANDSCAPE 91 5.18.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91 5.18.2 STANDARDS 95   6 GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE 97 6.1 INTRODUCTION 98 6.2 GPU-BASED SERVERS 100 6.2.1 SCALABILITY AND PARALLEL PROCESSING CAPABILITIES TO DRIVE ADOPTION 100 6.3 FPGA-BASED SERVERS 103 6.3.1 CUSTOMIZATION AND ENERGY EFFICIENCY TO SUPPORT NICHE AI APPLICATIONS 103 6.4 ASIC-BASED SERVERS 107 6.4.1 HIGH-PERFORMANCE AND TASK-SPECIFIC DESIGN TO ACCELERATE GENERATIVE AI DEPLOYMENTS 107 7 GENERATIVE AI SERVER MARKET, BY FUNCTION 112 7.1 INTRODUCTION 113 7.2 TRAINING 115 7.2.1 HIGH COMPUTATIONAL DEMANDS OF TRAINING GENERATIVE AI MODELS TO DRIVE SERVER DEPLOYMENT 115 7.3 INFERENCE 116 7.3.1 LOW LATENCY AND REAL-TIME PROCESSING NEEDS TO FUEL DEMAND FOR INFERENCE-OPTIMIZED SERVERS 116 8 GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY 119 8.1 INTRODUCTION 120 8.2 AIR COOLING 121 8.2.1 COST-EFFECTIVE AND EASY-TO-DEPLOY SOLUTIONS CONTINUE TO SUPPORT AI INFRASTRUCTURE EXPANSION 121 8.3 LIQUID COOLING 122 8.3.1 HIGH-THERMAL-EFFICIENCY SOLUTIONS TO MEET DEMANDS OF DENSE, PERFORMANCE-INTENSIVE AI INFRASTRUCTURE 122 8.4 HYBRID COOLING 124 8.4.1 COMBINATION OF AIR AND LIQUID COOLING SOLUTIONS TO OPTIMIZE PERFORMANCE AND EFFICIENCY IN AI INFRASTRUCTURE 124 9 GENERATIVE AI SERVER MARKET, BY FORM FACTOR 126 9.1 INTRODUCTION 127 9.2 RACK-MOUNTED SERVER 128 9.2.1 HIGH-DENSITY COMPUTE CAPABILITIES AND MODULAR DESIGN OF RACK-BASED SERVERS TO SUPPORT GEN AI WORKLOADS 128 9.3 BLADE SERVERS 130 9.3.1 COMPACT DESIGN AND EFFICIENT RESOURCE UTILIZATION MAKE BLADE SERVERS IDEAL FOR AI-INTENSIVE DATA CENTERS 130 9.4 TOWER SERVERS 131 9.4.1 COST-EFFECTIVE AND EASILY DEPLOYABLE TOWER SERVERS CATER TO ENTRY-LEVEL GENERATIVE AI APPLICATIONS 131 10 GENERATIVE AI SERVER MARKET, BY DEPLOYMENT 133 10.1 INTRODUCTION 134 10.2 ON-PREMISES 135 10.2.1 DATA SECURITY AND CUSTOMIZATION NEEDS FUEL ON-PREMISES ADOPTION IN GENERATIVE AI SERVER DEPLOYMENTS 135 10.3 CLOUD 136 10.3.1 FLEXIBILITY AND SCALABILITY OF CLOUD DEPLOYMENT DRIVE GROWTH IN GENERATIVE AI SERVER MARKET 136 11 GENERATIVE AI SERVER MARKET, BY END USER 138 11.1 INTRODUCTION 139 11.2 CLOUD SERVICE PROVIDERS 141 11.2.1 SCALABILITY, COST EFFICIENCY, AND INFRASTRUCTURE FLEXIBILITY TO DRIVE CSP ADOPTION OF GENERATIVE AI SERVERS 141 11.3 ENTERPRISES 142 11.3.1 HEALTHCARE 143 11.3.1.1 Adoption of generative AI for drug discovery fuels market expansion 143 11.3.2 BFSI 144 11.3.2.1 Rising need for enhanced fraud detection in finance drives demand 144 11.3.3 AUTOMOTIVE 145 11.3.3.1 Increasing focus on safety, efficiency, and better driving experiences fuels growth 145 11.3.4 RETAIL & E-COMMERCE 147 11.3.4.1 Personalized shopping experiences and enhanced customer service to generate significant growth opportunities 147 11.3.5 MEDIA & ENTERTAINMENT 148 11.3.5.1 Real-time analysis of viewer preferences, engagement patterns, and demographic information to augment market growth 148 11.3.6 OTHERS 150 11.3.6.1 Proliferation of visual data through smart devices, security cameras, and self-driving cars to drive demand 150 11.4 GOVERNMENT ORGANIZATIONS 151 11.4.1 INCREASING USE OF GENERATIVE AI IN NATIONAL SECURITY AND DEFENSE TO DRIVE MARKET GROWTH 151 12 GENERATIVE AI SERVER MARKET, BY REGION 153 12.1 INTRODUCTION 154 12.2 NORTH AMERICA 156 12.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA 156 12.2.2 US 161 12.2.2.1 Government-led initiatives to boost semiconductor manufacturing to drive market 161 12.2.3 CANADA 162 12.2.3.1 Growing emphasis on commercializing AI to spur demand 162 12.2.4 MEXICO 163 12.2.4.1 Increasing shift toward digital platforms and cloud-based solutions to accelerate demand 163 12.3 EUROPE 165 12.3.1 MACROECONOMIC OUTLOOK FOR EUROPE 165 12.3.2 UK 171 12.3.2.1 Strategic data center investments drive generative AI server demand 171 12.3.3 GERMANY 172 12.3.3.1 Industrial strength and strategic partnerships fuel market 172 12.3.4 FRANCE 173 12.3.4.1 Expanding startup ecosystem and government support to drive growth of market 173 12.3.5 ITALY 174 12.3.5.1 Government strategy and industry digitalization boost market 174 12.3.6 SPAIN 176 12.3.6.1 Strategic cloud investments and language model development – key drivers 176 12.3.7 REST OF EUROPE 177 12.4 ASIA PACIFIC 178 12.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC 179 12.4.2 CHINA 185 12.4.2.1 Strategic investments and AI infrastructure expansion accelerate growth 185 12.4.3 JAPAN 186 12.4.3.1 Strategic investments and sovereign AI initiatives to drive market expansion 186 12.4.4 SOUTH KOREA 188 12.4.4.1 Market driven by semiconductor leadership and government initiatives 188 12.4.5 INDIA 189 12.4.5.1 Government initiatives and infrastructure investments drive market growth 189 12.4.6 REST OF ASIA PACIFIC 190 12.5 ROW 191 12.5.1 MACROECONOMIC OUTLOOK FOR ROW 192 12.5.2 MIDDLE EAST 197 12.5.2.1 Growing emphasis on digital transformation and technological innovation to drive market growth 197 12.5.2.2 GCC countries 198 12.5.2.3 Rest of Middle East 199 12.5.3 AFRICA 200 12.5.3.1 Rising internet penetration and mobile subscriptions to offer lucrative growth opportunities 200 12.5.4 SOUTH AMERICA 201 12.5.4.1 Growing need to store vast amounts of data to boost demand 201 13 COMPETITIVE LANDSCAPE 203 13.1 OVERVIEW 203 13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 203 13.3 REVENUE ANALYSIS, 2022–2024 205 13.4 MARKET SHARE ANALYSIS, 2024 206 13.5 COMPANY VALUATION AND FINANCIAL METRICS, 2024 209 13.6 BRAND/PRODUCT COMPARISON 210 13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024 211 13.7.1 STARS 211 13.7.2 EMERGING LEADERS 211 13.7.3 PERVASIVE PLAYERS 211 13.7.4 PARTICIPANTS 211 13.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024 213 13.7.5.1 Company footprint 213 13.7.5.2 Region footprint 214 13.7.5.3 Processor type footprint 215 13.7.5.4 Function footprint 216 13.7.5.5 Cooling technology footprint 217 13.7.5.6 Form factor footprint 218 13.7.5.7 Deployment footprint 219 13.7.5.8 Application footprint 220 13.7.5.9 End user footprint 221 13.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024 222 13.8.1 PROGRESSIVE COMPANIES 222 13.8.2 RESPONSIVE COMPANIES 222 13.8.3 DYNAMIC COMPANIES 222 13.8.4 STARTING BLOCKS 222 13.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024 224 13.8.5.1 Detailed list of key startups/SMEs 224 13.8.5.2 Competitive benchmarking of key startups/SMEs 224 13.9 COMPETITIVE SCENARIO AND TRENDS 225 13.9.1 PRODUCT LAUNCHES 225 13.9.2 DEALS 228 14 COMPANY PROFILES 231 14.1 KEY PLAYERS 231 14.1.1 DELL INC. 231 14.1.1.1 Business overview 231 14.1.1.2 Products offered 232 14.1.1.3 Recent developments 234 14.1.1.3.1 Product launches 234 14.1.1.3.2 Deals 234 14.1.1.4 MnM view 236 14.1.1.4.1 Key strengths 236 14.1.1.4.2 Strategic choices 236 14.1.1.4.3 Weaknesses and competitive threats 236 14.1.2 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP 237 14.1.2.1 Business overview 237 14.1.2.2 Products offered 238 14.1.2.3 Recent developments 239 14.1.2.3.1 Product launches 239 14.1.2.3.2 Deals 240 14.1.2.4 MnM view 242 14.1.2.4.1 Key strengths 242 14.1.2.4.2 Strategic choices 242 14.1.2.4.3 Weaknesses and competitive threats 242 14.1.3 LENOVO 243 14.1.3.1 Business overview 243 14.1.3.2 Products offered 244 14.1.3.3 Recent developments 245 14.1.3.3.1 Product launches 245 14.1.3.3.2 Deals 245 14.1.3.3.3 Expansions 247 14.1.3.4 MnM view 248 14.1.3.4.1 Key strengths 248 14.1.3.4.2 Strategic choices 248 14.1.3.4.3 Weaknesses and competitive threats 248 14.1.4 HUAWEI TECHNOLOGIES CO., LTD. 249 14.1.4.1 Business overview 249 14.1.4.2 Products offered 250 14.1.4.3 Recent developments 251 14.1.4.3.1 Deals 251 14.1.4.4 MnM view 252 14.1.4.4.1 Key strengths 252 14.1.4.4.2 Strategic choices 252 14.1.4.4.3 Weaknesses and competitive threats 253 14.1.5 IBM 254 14.1.5.1 Business overview 254 14.1.5.2 Products offered 255 14.1.5.3 Recent developments 257 14.1.5.3.1 Product launches 257 14.1.5.3.2 Deals 258 14.1.5.4 MnM view 259 14.1.5.4.1 Key strengths 259 14.1.5.4.2 Strategic choices 259 14.1.5.4.3 Weaknesses and competitive threats 259 14.1.6 H3C TECHNOLOGIES CO., LTD. 260 14.1.6.1 Business overview 260 14.1.6.2 Products offered 261 14.1.6.3 Recent developments 262 14.1.6.3.1 Product launches 262 14.1.6.3.2 Deals 263 14.1.7 CISCO SYSTEMS, INC. 264 14.1.7.1 Business overview 264 14.1.7.2 Products offered 265 14.1.7.3 Recent developments 266 14.1.7.3.1 Product launches 266 14.1.7.3.2 Deals 267 14.1.8 SUPER MICRO COMPUTER, INC. 269 14.1.8.1 Business overview 269 14.1.8.2 Products offered 270 14.1.8.3 Recent developments 271 14.1.8.3.1 Product launches 271 14.1.8.3.2 Deals 272 14.1.9 FUJITSU 273 14.1.9.1 Business overview 273 14.1.9.2 Products offered 274 14.1.9.3 Recent developments 275 14.1.9.3.1 Deals 275 14.1.10 INSPUR CO., LTD. 277 14.1.10.1 Business overview 277 14.1.10.2 Products offered 278 14.1.10.3 Recent developments 278 14.1.10.3.1 Product launches 278 14.1.10.3.2 Deals 279 14.2 OTHER PLAYERS 280 14.2.1 NVIDIA CORPORATION 280 14.2.2 ADLINK TECHNOLOGY INC. 281 14.2.3 ADVANCED MICRO DEVICES, INC. 282 14.2.4 QUANTA COMPUTERS 283 14.2.5 WISTRON CORPORATION 284 14.2.6 GIGABIT TECHNOLOGIES PVT LTD. 285 14.2.7 ASUSTEK COMPUTER INC. 286 14.2.8 AIVRES 287 14.2.9 AIME 288 14.2.10 WIWYNN CORPORATION 289 14.2.11 MITAC COMPUTING TECHNOLOGY CORPORATION 290 14.2.12 NEC CORPORATION INDIA PRIVATE LIMITED 291 14.2.13 XENON SYSTEMS PTY LTD. 292 14.2.14 GRAPHCORE 293 14.2.15 2CRSI GROUP 294 15 APPENDIX 295 15.1 INSIGHTS FROM INDUSTRY EXPERTS 295 15.2 DISCUSSION GUIDE 296 15.3 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 299 15.4 CUSTOMIZATION OPTIONS 301 15.5 RELATED REPORTS 301 15.6 AUTHOR DETAILS 302
圖表清單 List of Tables & Figures
TABLE 1 GENERATIVE AI SERVER MARKET: RISK ANALYSIS 42 TABLE 2 ROLE OF PLAYERS IN GENERATIVE AI SERVER ECOSYSTEM 64 TABLE 3 INDICATIVE PRICE OF GENERATIVE AI SERVERS OFFERED BY KEY PLAYERS, BY PROCESSOR TYPE (USD) 66 TABLE 4 INDICATIVE PRICE TREND OF GPU-BASED GENERATIVE AI SERVERS, BY REGION, 2021–2024 (USD) 66 TABLE 5 INDICATIVE PRICE TREND OF FPGA-BASED GENERATIVE AI SERVERS, BY REGION, 2021–2024 (USD) 67 TABLE 6 COMPARISON OF NVIDIA AI GPU SPECIFICATIONS 73 TABLE 7 COMPARISON OF CPU SPECIFICATIONS 74 TABLE 8 GENERATIVE AI SERVER MARKET: PORTER’S FIVE FORCES ANALYSIS 74 TABLE 9 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS 77 TABLE 10 KEY BUYING CRITERIA FOR TOP 3 END USERS 78 TABLE 11 IMPORT DATA FOR HS CODE 847150-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 83 TABLE 12 EXPORT DATA FOR HS CODE 847150-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 84 TABLE 13 GENERATIVE AI SERVER MARKET: KEY PATENTS 86 TABLE 14 GENERATIVE AI SERVER MARKET: KEY CONFERENCES AND EVENTS, 2025–2026 89 TABLE 15 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 91 TABLE 16 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 92 TABLE 17 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 93 TABLE 18 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 94 TABLE 19 REGULATORY STANDARDS 95 TABLE 20 GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD BILLION) 99 TABLE 21 GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD BILLION) 99 TABLE 22 GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (THOUSAND UNITS) 99 TABLE 23 GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (THOUSAND UNITS) 99 TABLE 24 GPU-BASED GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 100 TABLE 25 GPU-BASED GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 101 TABLE 26 NORTH AMERICA: GPU-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 101 TABLE 27 NORTH AMERICA: GPU-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 101 TABLE 28 EUROPE: GPU-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 102 TABLE 29 EUROPE: GPU-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 102 TABLE 30 ASIA PACIFIC: GPU-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 102 TABLE 31 ASIA PACIFIC: GPU-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 103 TABLE 32 ROW: GPU-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 103 TABLE 33 ROW: GPU-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 103 TABLE 34 FPGA-BASED GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 104 TABLE 35 FPGA-BASED GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 104 TABLE 36 NORTH AMERICA: FPGA-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 105 TABLE 37 NORTH AMERICA: FPGA-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 105 TABLE 38 EUROPE: FPGA-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 105 TABLE 39 EUROPE: FPGA-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 106 TABLE 40 ASIA PACIFIC: FPGA-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 106 TABLE 41 ASIA PACIFIC: FPGA-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 106 TABLE 42 ROW: FPGA-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 107 TABLE 43 ROW: FPGA-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 107 TABLE 44 ASIC-BASED GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 108 TABLE 45 ASIC-BASED GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 108 TABLE 46 NORTH AMERICA: ASIC-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 108 TABLE 47 NORTH AMERICA: ASIC-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 109 TABLE 48 EUROPE: ASIC-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 109 TABLE 49 EUROPE: ASIC-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 109 TABLE 50 ASIA PACIFIC: ASIC-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 110 TABLE 51 ASIA PACIFIC: ASIC-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 110 TABLE 52 ROW: ASIC-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 110 TABLE 53 ROW: ASIC-BASED GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 111 TABLE 54 GENERATIVE AI SERVER MARKET, BY FUNCTION, 2021–2024 (USD BILLION) 114 TABLE 55 GENERATIVE AI SERVER MARKET, BY FUNCTION, 2025–2030 (USD BILLION) 114 TABLE 56 GENERATIVE AI SERVER MARKET, BY FUNCTION, 2021–2024 (THOUSAND UNITS) 114 TABLE 57 GENERATIVE AI SERVER MARKET, BY FUNCTION, 2025–2030 (THOUSAND UNITS) 114 TABLE 58 TRAINING: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD BILLION) 115 TABLE 59 TRAINING: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD BILLION) 116 TABLE 60 TRAINING: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (THOUSAND UNITS) 116 TABLE 61 TRAINING: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (THOUSAND UNITS) 116 TABLE 62 INFERENCE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD BILLION) 117 TABLE 63 INFERENCE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD BILLION) 117 TABLE 64 INFERENCE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (THOUSAND UNITS) 118 TABLE 65 INFERENCE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (THOUSAND UNITS) 118 TABLE 66 GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2021–2024 (USD BILLION) 121 TABLE 67 GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2025–2030 (USD BILLION) 121 TABLE 68 AIR COOLING: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 122 TABLE 69 AIR COOLING: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 122 TABLE 70 LIQUID COOLING: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 123 TABLE 71 LIQUID COOLING: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 123 TABLE 72 HYBRID COOLING: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 125 TABLE 73 HYBRID COOLING: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 125 TABLE 74 GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2021–2024 (USD BILLION) 128 TABLE 75 GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2025–2030 (USD BILLION) 128 TABLE 76 RACK-MOUNTED SERVERS: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 129 TABLE 77 RACK-MOUNTED SERVERS: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 129 TABLE 78 BLADE SERVERS: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 130 TABLE 79 BLADE SERVERS: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 131 TABLE 80 TOWER SERVERS: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 132 TABLE 81 TOWER SERVERS: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 132 TABLE 82 GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2021–2024 (USD BILLION) 134 TABLE 83 GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2025–2030 (USD BILLION) 135 TABLE 84 ON-PREMISES: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 136 TABLE 85 ON-PREMISES: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 136 TABLE 86 CLOUD: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 137 TABLE 87 CLOUD: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 137 TABLE 88 GENERATIVE AI SERVER MARKET, BY END USER, 2021–2024 (USD BILLION) 140 TABLE 89 GENERATIVE AI SERVER MARKET, BY END USER, 2025–2030 (USD BILLION) 140 TABLE 90 GENERATIVE AI SERVER MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD BILLION) 140 TABLE 91 GENERATIVE AI SERVER MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD BILLION) 141 TABLE 92 CLOUD SERVICE PROVIDERS (CSP): GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 142 TABLE 93 CLOUD SERVICE PROVIDERS (CSP): GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 142 TABLE 94 ENTERPRISES: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 143 TABLE 95 ENTERPRISES: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 143 TABLE 96 HEALTHCARE: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 144 TABLE 97 HEALTHCARE: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 144 TABLE 98 BFSI: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 145 TABLE 99 BFSI: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 145 TABLE 100 AUTOMOTIVE: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 146 TABLE 101 AUTOMOTIVE: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 146 TABLE 102 RETAIL & E-COMMERCE: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 148 TABLE 103 RETAIL & E-COMMERCE: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 148 TABLE 104 MEDIA & ENTERTAINMENT: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 149 TABLE 105 MEDIA & ENTERTAINMENT: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 149 TABLE 106 OTHERS: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 150 TABLE 107 OTHERS: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 151 TABLE 108 GOVERNMENT ORGANIZATIONS: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 152 TABLE 109 GOVERNMENT ORGANIZATIONS: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 152 TABLE 110 GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD BILLION) 155 TABLE 111 GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD BILLION) 155 TABLE 112 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 158 TABLE 113 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 158 TABLE 114 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 158 TABLE 115 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 158 TABLE 116 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION) 159 TABLE 117 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION) 159 TABLE 118 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2021–2024 (USD MILLION) 159 TABLE 119 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2025–2030 (USD MILLION) 159 TABLE 120 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2021–2024 (USD MILLION) 160 TABLE 121 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2025–2030 (USD MILLION) 160 TABLE 122 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY END USER, 2021–2024 (USD MILLION) 160 TABLE 123 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY END USER, 2025–2030 (USD MILLION) 160 TABLE 124 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD MILLION) 161 TABLE 125 NORTH AMERICA: GENERATIVE AI SERVER MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD MILLION) 161 TABLE 126 US: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 162 TABLE 127 US: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 162 TABLE 128 CANADA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 163 TABLE 129 CANADA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 163 TABLE 130 MEXICO: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 164 TABLE 131 MEXICO: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 164 TABLE 132 EUROPE: GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 167 TABLE 133 EUROPE: GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 167 TABLE 134 EUROPE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 168 TABLE 135 EUROPE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 168 TABLE 136 EUROPE: GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION) 168 TABLE 137 EUROPE: GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION) 168 TABLE 138 EUROPE: GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2021–2024 (USD MILLION) 169 TABLE 139 EUROPE: GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2025–2030 (USD MILLION) 169 TABLE 140 EUROPE: GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2021–2024 (USD MILLION) 169 TABLE 141 EUROPE: GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2025–2030 (USD MILLION) 169 TABLE 142 EUROPE: GENERATIVE AI SERVER MARKET, BY END USER, 2021–2024 (USD MILLION) 170 TABLE 143 EUROPE: GENERATIVE AI SERVER MARKET, BY END USER, 2025–2030 (USD MILLION) 170 TABLE 144 EUROPE: GENERATIVE AI SERVER MARKET, BY END USER, 2021–2024 (USD MILLION) 170 TABLE 145 EUROPE: GENERATIVE AI SERVER MARKET, BY END USER, 2025–2030 (USD MILLION) 170 TABLE 146 UK: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 171 TABLE 147 UK: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 172 TABLE 148 GERMANY: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 173 TABLE 149 GERMANY: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 173 TABLE 150 FRANCE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 174 TABLE 151 FRANCE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 174 TABLE 152 ITALY: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 175 TABLE 153 ITALY: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 175 TABLE 154 SPAIN: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 176 TABLE 155 SPAIN: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 177 TABLE 156 REST OF EUROPE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 178 TABLE 157 REST OF EUROPE: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 178 TABLE 158 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 181 TABLE 159 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 181 TABLE 160 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 182 TABLE 161 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 182 TABLE 162 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 182 TABLE 163 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 182 TABLE 164 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION) 183 TABLE 165 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION) 183 TABLE 166 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2021–2024 (USD MILLION) 183 TABLE 167 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2025–2030 (USD MILLION) 183 TABLE 168 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2021–2024 (USD MILLION) 184 TABLE 169 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2025–2030 (USD MILLION) 184 TABLE 170 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY END USER, 2021–2024 (USD MILLION) 184 TABLE 171 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY END USER, 2025–2030 (USD MILLION) 184 TABLE 172 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD MILLION) 185 TABLE 173 ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD MILLION) 185 TABLE 174 CHINA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 186 TABLE 175 CHINA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 186 TABLE 176 JAPAN: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 187 TABLE 177 JAPAN: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 187 TABLE 178 SOUTH KOREA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 188 TABLE 179 SOUTH KOREA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 189 TABLE 180 INDIA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 190 TABLE 181 INDIA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 190 TABLE 182 REST OF ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 191 TABLE 183 REST OF ASIA PACIFIC: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 191 TABLE 184 ROW: GENERATIVE AI SERVER MARKET, BY REGION, 2021–2024 (USD MILLION) 194 TABLE 185 ROW: GENERATIVE AI SERVER MARKET, BY REGION, 2025–2030 (USD MILLION) 194 TABLE 186 ROW: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 194 TABLE 187 ROW: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 194 TABLE 188 ROW: GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION) 195 TABLE 189 ROW: GENERATIVE AI SERVER MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION) 195 TABLE 190 ROW: GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2021–2024 (USD MILLION) 195 TABLE 191 ROW: GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY, 2025–2030 (USD MILLION) 195 TABLE 192 ROW: GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2021–2024 (USD MILLION) 196 TABLE 193 ROW: GENERATIVE AI SERVER MARKET, BY FORM FACTOR, 2025–2030 (USD MILLION) 196 TABLE 194 ROW: GENERATIVE AI SERVER MARKET, BY END USER, 2021–2024 (USD MILLION) 196 TABLE 195 ROW: GENERATIVE AI SERVER MARKET, BY END USER, 2025–2030 (USD MILLION) 196 TABLE 196 ROW: GENERATIVE AI SERVER MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD MILLION) 197 TABLE 197 ROW: GENERATIVE AI SERVER MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD MILLION) 197 TABLE 198 MIDDLE EAST: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 198 TABLE 199 MIDDLE EAST: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 198 TABLE 200 AFRICA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 200 TABLE 201 AFRICA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 201 TABLE 202 SOUTH AMERICA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2021–2024 (USD MILLION) 202 TABLE 203 SOUTH AMERICA: GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE, 2025–2030 (USD MILLION) 202 TABLE 204 OVERVIEW OF STRATEGIES ADOPTED BY GENERATIVE AI SERVER VENDORS 203 TABLE 205 GENERATIVE AI SERVER MARKET SHARE ANALYSIS, 2024 206 TABLE 206 GENERATIVE AI SERVER MARKET: REGION FOOTPRINT 214 TABLE 207 GENERATIVE AI SERVER MARKET: PROCESSOR TYPE FOOTPRINT 215 TABLE 208 GENERATIVE AI SERVER MARKET: FUNCTION FOOTPRINT 216 TABLE 209 GENERATIVE AI SERVER MARKET: COOLING TECHNOLOGY FOOTPRINT 217 TABLE 210 GENERATIVE AI SERVER MARKET: FORM FACTOR FOOTPRINT 218 TABLE 211 GENERATIVE AI SERVER MARKET: DEPLOYMENT FOOTPRINT 219 TABLE 212 GENERATIVE AI SERVER MARKET: APPLICATION FOOTPRINT 220 TABLE 213 GENERATIVE AI SERVER MARKET: END USER FOOTPRINT 221 TABLE 214 GENERATIVE AI SERVER MARKET: LIST OF KEYS STARTUPS/SMES 224 TABLE 215 GENERATIVE AI SERVER MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 224 TABLE 216 GENERATIVE AI SERVER MARKET: PRODUCT LAUNCHES 226 TABLE 217 GENERATIVE AI SERVER MARKET: DEALS 228 TABLE 218 DELL INC.: COMPANY OVERVIEW 231 TABLE 219 DELL INC.: PRODUCTS OFFERED 232 TABLE 220 DELL INC.: PRODUCT LAUNCHES 234 TABLE 221 DELL INC.: DEALS 234 TABLE 222 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: COMPANY OVERVIEW 237 TABLE 223 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: PRODUCTS OFFERED 238 TABLE 224 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: PRODUCT LAUNCHES 239 TABLE 225 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: DEALS 240 TABLE 226 LENOVO: COMPANY OVERVIEW 243 TABLE 227 LENOVO: PRODUCTS OFFERED 244 TABLE 228 LENOVO: PRODUCT LAUNCHES 245 TABLE 229 LENOVO: DEALS 245 TABLE 230 LENOVO: EXPANSIONS 247 TABLE 231 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW 249 TABLE 232 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCTS OFFERED 250 TABLE 233 HUAWEI TECHNOLOGIES CO., LTD.: DEALS 251 TABLE 234 IBM: COMPANY OVERVIEW 254 TABLE 235 IBM: PRODUCTS OFFERED 255 TABLE 236 IBM: PRODUCT LAUNCHES 257 TABLE 237 IBM: DEALS 258 TABLE 238 H3C TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW 260 TABLE 239 H3C TECHNOLOGIES CO., LTD.: PRODUCTS OFFERED 261 TABLE 240 H3C TECHNOLOGIES CO., LTD.: PRODUCT LAUNCHES 262 TABLE 241 H3C TECHNOLOGIES CO., LTD.: DEALS 263 TABLE 242 CISCO SYSTEMS, INC.: COMPANY OVERVIEW 264 TABLE 243 CISCO SYSTEMS, INC.: PRODUCTS OFFERED 265 TABLE 244 CISCO SYSTEMS, INC.: PRODUCT LAUNCHES 266 TABLE 245 CISCO SYSTEMS, INC.: DEALS 267 TABLE 246 SUPER MICRO COMPUTER, INC.: COMPANY OVERVIEW 269 TABLE 247 SUPER MICRO COMPUTER, INC.: PRODUCTS OFFERED 270 TABLE 248 SUPER MICRO COMPUTER, INC.: PRODUCT LAUNCHES 271 TABLE 249 SUPER MICRO COMPUTER, INC.: DEALS 272 TABLE 250 FUJITSU: COMPANY OVERVIEW 273 TABLE 251 FUJITSU: PRODUCT LAUNCHES 274 TABLE 252 FUJITSU: DEALS 275 TABLE 253 INSPUR CO., LTD.: COMPANY OVERVIEW 277 TABLE 254 INSPUR CO., LTD.: PRODUCT LAUNCHES 278 TABLE 255 INSPUR CO., LTD.: PRODUCT LAUNCHES 278 TABLE 256 INSPUR CO., LTD.: DEALS 279 FIGURE 1 GENERATIVE AI SERVER MARKET SEGMENTATION AND REGIONAL SCOPE 28 FIGURE 2 GENERATIVE AI SERVER MARKET: RESEARCH DESIGN 31 FIGURE 3 GENERATIVE AI SERVER MARKET: RESEARCH FLOW OF MARKET SIZE ESTIMATION 37 FIGURE 4 GENERATIVE AI SERVER MARKET: SUPPLY-SIDE ANALYSIS 38 FIGURE 5 GENERATIVE AI SERVER MARKET: BOTTOM-UP APPROACH 39 FIGURE 6 GENERATIVE AI SERVER MARKET: TOP-DOWN APPROACH 40 FIGURE 7 GENERATIVE AI SERVER MARKET: DATA TRIANGULATION 40 FIGURE 8 GPU-BASED SERVERS SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030 43 FIGURE 9 INFERENCE FUNCTION SEGMENT TO DOMINATE MARKET IN 2030 44 FIGURE 10 LIQUID COOLING TECHNOLOGY SEGMENT TO WITNESS HIGHEST MARKET SHARE IN 2030 44 FIGURE 11 RACK-MOUNTED SERVERS SEGMENT TO DOMINATE MARKET IN 2025 45 FIGURE 12 CLOUD DEPLOYMENT SEGMENT TO DOMINATE MARKET IN 2025 45 FIGURE 13 CLOUD SERVICE PROVIDERS (CSP) SEGMENT TO DOMINATE MARKET IN 2025 46 FIGURE 14 NORTH AMERICA HELD LARGEST MARKET SHARE IN 2024 47 FIGURE 15 RISING DEMAND FOR GENERATIVE AI SERVERS AMONG CLOUD SERVICE PROVIDERS TO DRIVE MARKET 48 FIGURE 16 ASIC-BASED GENERATIVE AI SERVERS SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 48 FIGURE 17 INFERENCE SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD 49 FIGURE 18 LIQUID COOLING SEGMENT TO DOMINATE MARKET IN 2030 49 FIGURE 19 RACK-MOUNTED SERVERS TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030 50 FIGURE 20 ON-PREMISES SEGMENT TO HOLD HIGHEST CAGR DURING FORECAST PERIOD 50 FIGURE 21 ENTERPRISES SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 51 FIGURE 22 CHINA TO EXHIBIT HIGHEST CAGR IN GLOBAL GENERATIVE AI SERVER MARKET DURING FORECAST PERIOD 51 FIGURE 23 ASIA PACIFIC TO RECORD HIGHEST CAGR IN GENERATIVE AI SERVER MARKET DURING FORECAST PERIOD 52 FIGURE 24 GENERATIVE AI SERVER MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 53 FIGURE 25 GENERATIVE AI SERVER MARKET: IMPACT ANALYSIS OF DRIVERS 54 FIGURE 26 GENERATIVE AI SERVER MARKET: IMPACT ANALYSIS OF RESTRAINTS 56 FIGURE 27 GLOBAL DATA CENTER ELECTRICITY CONSUMPTION 57 FIGURE 28 GENERATIVE AI SERVER MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 58 FIGURE 29 EMERGING OPPORTUNITIES IN HEALTHCARE 59 FIGURE 30 GENERATIVE AI SERVER MARKET: IMPACT ANALYSIS OF CHALLENGES 60 FIGURE 31 GENERATIVE AI SERVER MARKET: VALUE CHAIN ANALYSIS 62 FIGURE 32 GENERATIVE AI SERVER MARKET: ECOSYSTEM ANALYSIS 64 FIGURE 33 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESSES 65 FIGURE 34 INDICATIVE PRICE TREND OF GPU-BASED GENERATIVE AI SERVERS, BY REGIONS, 2021–2024 (USD) 66 FIGURE 35 INDICATIVE PRICE TREND OF FPGA-BASED GENERATIVE AI SERVERS BY REGIONS, 2021–2024 (USD) 67 FIGURE 36 NVIDIA AI CHIPS WITH HIGH-BANDWIDTH MEMORY 69 FIGURE 37 UPCOMING DEPLOYMENTS OF DATA CENTERS BY CLOUD SERVICE PROVIDERS IN VARIOUS REGIONS 71 FIGURE 38 GLOBAL CSP/HYPERSCALERS CAPEX, 2020−2030 (USD BILLION) 72 FIGURE 39 GLOBAL TOP CSP/HYPERSCALERS CAPEX SHARE, 2023 72 FIGURE 40 GLOBAL CSP/HYPERSCALERS’ IT EQUIPMENT SPENDING SHARE, 2023 73 FIGURE 41 GENERATIVE AI SERVER MARKET: PORTER’S FIVE FORCES ANALYSIS 75 FIGURE 42 KEY STAKEHOLDERS IN BUYING PROCESS FOR TOP 3 END USERS 77 FIGURE 43 KEY BUYING CRITERIA FOR TOP 3 END USERS 78 FIGURE 44 FUNDS RAISED BY AI-RELATED COMPANIES (2021–2024) 82 FIGURE 45 IMPORT DATA FOR HS CODE 847150-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 83 FIGURE 46 EXPORT DATA FOR HS CODE 847150-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD MILLION) 84 FIGURE 47 PATENT APPLICANTS AND OWNERS, 2014–2024 85 FIGURE 48 GENERATIVE AI SERVER MARKET, BY PROCESSOR TYPE 98 FIGURE 49 ASIC-BASED GENERATIVE AI SERVERS TO HAVE HIGHEST CAGR IN FORECAST PERIOD 98 FIGURE 50 GENERATIVE AI SERVER MARKET, BY FUNCTION 113 FIGURE 51 INFERENCE TO HOLD MAJOR MARKET SHARE DURING FORECAST PERIOD 113 FIGURE 52 GENERATIVE AI SERVER MARKET, BY COOLING TECHNOLOGY 120 FIGURE 53 LIQUID COOLING TO HAVE HIGHEST CAGR DURING FORECAST PERIOD 120 FIGURE 54 GENERATIVE AI SERVER MARKET, BY FORM FACTOR 127 FIGURE 55 RACK-MOUNTED SERVERS TO HOLD DOMINANT MARKET SHARE DURING FORECAST PERIOD 127 FIGURE 56 GENERATIVE AI SERVER MARKET, BY DEPLOYMENT 134 FIGURE 57 CLOUD DEPLOYMENT TO EXHIBIT MAJOR MARKET SHARE THROUGHOUT FORECAST PERIOD 134 FIGURE 58 GENERATIVE AI SERVER MARKET, BY END USER 139 FIGURE 59 CLOUD SERVICE PROVIDERS TO DOMINATE MARKET DURING THE FORECAST PERIOD 139 FIGURE 60 REGIONAL SPLIT OF GENERATIVE AI SERVER MARKET 154 FIGURE 61 ASIA PACIFIC TO HOLD LARGEST MARKET SHARE IN 2030 155 FIGURE 62 NORTH AMERICA: GENERATIVE AI SERVER MARKET SNAPSHOT 157 FIGURE 63 US TO HOLD DOMINANT MARKET SHARE DURING FORECAST PERIOD 157 FIGURE 64 EUROPE: GENERATIVE AI SERVER MARKET SNAPSHOT 166 FIGURE 65 UK TO RECORD HIGHEST CAGR IN GENERATIVE AI SERVER MARKET IN EUROPE 167 FIGURE 66 ASIA PACIFIC: GENERATIVE AI SERVER MARKET SNAPSHOT 180 FIGURE 67 CHINA TO HAVE HIGHEST CAGR IN ASIA PACIFIC FOR GENERATIVE AI SERVER MARKET 181 FIGURE 68 ROW: GENERATIVE AI SERVER MARKET SNAPSHOT 193 FIGURE 69 MIDDLE EAST TO RECORD HIGHEST CAGR DURING THE FORECAST PERIOD 193 FIGURE 70 GENERATIVE AI SERVER MARKET: REVENUE ANALYSIS OF KEY PLAYERS (2022-2024) 205 FIGURE 71 GENERATIVE AI SERVER MARKET: SHARE OF KEY PLAYERS, 2024 206 FIGURE 72 COMPANY VALUATION (USD BILLION), 2024 209 FIGURE 73 FINANCIAL METRICS (EV/EBITDA), 2024 209 FIGURE 74 BRAND/PRODUCT COMPARISON 210 FIGURE 75 GENERATIVE AI SERVER MARKET: COMPETITIVE EVALUATION MATRIX (KEY PLAYERS), 2024 212 FIGURE 76 GENERATIVE AI SERVER MARKET: COMPANY FOOTPRINT 213 FIGURE 77 GENERATIVE AI SERVER MARKET: EVALUATION MATRIX (STARTUPS/SMES), 2024 223 FIGURE 78 DELL INC.: COMPANY SNAPSHOT 232 FIGURE 79 HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: COMPANY SNAPSHOT 238 FIGURE 80 LENOVO: COMPANY SNAPSHOT 244 FIGURE 81 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY SNAPSHOT 250 FIGURE 82 IBM: COMPANY SNAPSHOT 255 FIGURE 83 CISCO SYSTEMS, INC.: COMPANY SNAPSHOT 265 FIGURE 84 SUPER MICRO COMPUTER, INC.: COMPANY SNAPSHOT 270 FIGURE 85 FUJITSU: COMPANY SNAPSHOT 274

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