GPU as a Service Market - Global Forecast To 2030
商品番号 : SMB-75983
| 出版社 | MarketsandMarkets |
| 出版年月 | 2025年3月 |
| ページ数 | 282 |
| 図表数 | 360 |
| 価格タイプ | シングルユーザライセンス |
| 価格 | USD 4,950 |
| 種別 | 英文調査報告書 |
Report Overview
The GPU as a Service market is expected to be worth USD 8.21 billion in 2025 and is estimated to reach USD 26.62 billion by 2030, growing at a CAGR of 26.5% between 2025 and 2030.
GPU as a Service（GPUaaS）市場は2025年に82億1,000万米ドルに達すると予想されており、2025年から2030年の間に26.5%のCAGRで成長し、2030年までに266億2,000万米ドルに達すると推定されています。
The growth of the GPU as a Service market is driven by increasing demand for high-performance GPUs in video rendering, 3D content creation, and real-time applications. Industries like gaming, film production, and architecture require scalable and cost-effective GPU solutions for complex visual effects (VFX) and simulations. GPUaaS eliminates the need for expensive on-premises GPU clusters, providing on-demand access to cloud resources. Additionally, the rise of real-time rendering engines like Unreal Engine 5 and AI-driven content generation further accelerates market growth, enabling immersive virtual experiences and reducing production timelines for studios, developers, and content creators.
GPU サービス市場の成長は、ビデオレンダリング、3D コンテンツ作成、リアルタイムアプリケーションにおける高性能 GPU の需要増加によって推進されています。ゲーム、映画制作、建築などの業界では、複雑な視覚効果 (VFX) やシミュレーションのために、スケーラブルでコスト効率の高い GPUソリューションが必要です。GPUaaS は、高価なオンプレミスの GPUクラスターの必要性を排除し、クラウドリソースへのオンデマンドアクセスを提供します。さらに、Unreal Engine 5 などのリアルタイムレンダリングエンジンや AI駆動型コンテンツ生成の台頭により、市場の成長がさらに加速し、没入型の仮想体験が可能になり、スタジオ、開発者、コンテンツ作成者の制作タイムラインが短縮されます。
“High-end GPU segment to have highest CAGR in the forecasted timeline.”
The high-end GPU segment will witness a rapid growth in the GPU as a Service market driven by increasing requirement for accelerated computation in AI, ML, and complicated simulations. High-end GPUs like NVIDIA’s H100 Tensor Core GPUs and AMD’s Instinct MI300X provide immense computing capabilities making them suitable to train large language models (LLMs) and generative AI applications. For example, Amazon Web Services (AWS) provides EC2 UltraClusters with NVIDIA H100 GPUs to support trillion-parameter AI models. Similarly, Microsoft Azure and Google Cloud integrate high-end GPUs to provide scalable AI infrastructure for enterprises.The film and gaming industries are also contributing to this growth, using high-end GPUs for real-time rendering, special effects (VFX), and immersive virtual experiences. Platforms such as Epic Games’ Unreal Engine 5 utilize GPUaaS for photorealistic virtual productions. Also, sectors such as healthcare and scientific research utilize GPUaaS for drug discovery and medical imaging analysis. With increased adoption of AI across industries, businesses opt for high-end GPUs to address growing computational needs. The flexible pay-as-you-go cloud model provides greater access to such powerful assets, further increasing the growth of the high-end GPU segment.
”By Enterprise Type- Large Enterprises segment will hold largest market share of GPU as a Service market in 2030”
The large enterprise segment will hold the highest market share within the GPU as a Service market given their high computing requirements and widespread AI deployment. Multinational conglomerates, Fortune 500 firms and industry titans from sectors such as healthcare, finance, automotive, and media utilize GPUaaS for AI applications such as medical imaging, drug discovery, fraud detection, and real-time analytics to a large extent. The need for scalable GPU resources to manage complex workloads, including large language model (LLM) training and algorithmic trading, drives this growth. Cloud service providers offer tailored solutions with dedicated GPU clusters, high-bandwidth networking, and enterprise-grade security to meet the customization needs of large enterprises. In addition, the scalability of multi-cloud and hybrid cloud deployments allows companies to optimize costs while ensuring low latency and high availability. Enterprises benefit from long-term contracts, constructing predictable GPU usage costs and gaining access to the latest GPU technology. Industries with mission-critical applications often allocate dedicated GPU resources for activities such as autonomous car development and financial modeling. With increasing AI adoption and rising dependence on data-driven decisions, the large corporations will continue to rule the GPUaaS market, leveraging its flexibility and cost-effectiveness for scalable computing.
“Asia Pacific is expected to hold high CAGR in during the forecast period.”
Asia Pacific is expected to grow significantly in the GPU as a Service market as a result of accelerating growth in cloud computing, rising adoption of AI, and heavy investments in data center infrastructure. The growth is being led by China, Japan, South Korea, and India through government initiatives, private investment, and technological innovations. For instance, In May 2023, the Chinese government made plans to construct AI industrial bases, driving AI research. Moreover, policies such as the Shenzhen AI Regulation support AI adoption by pushing public data sharing and corporate innovation. Japan is seeing huge investments in AI infrastructure. Microsoft invested USD 2.9 billion in Japan’s cloud and AI infrastructure in April 2024, and Oracle pledged USD 8 billion to build cloud data centers. These projects give businesses access to scalable GPU capacity for AI applications. India is also moving ahead with GPUaaS adoption with its IndiaAI initiative. In March 2024, the Indian government sanctioned USD 124 billion in investments to deploy more than 10,000 GPUs, enabling AI research and startups. These strategic investments and efforts make Asia Pacific a high-growth region in the GPUaaS market.
Extensive primary interviews were conducted with key industry experts in the GPU as a Service market space to determine and verify the market size for various segments and subsegments gathered through secondary research. The break-up of primary participants for the report has been shown below: The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:
- By Company Type: Tier 1 – 60%, Tier 2 – 20%, and Tier 3 – 20%
- By Designation: Managers – 50%, Directors – 20%, and Others – 30%
- By Region: North America – 40%, Europe – 10%, Asia Pacific – 30%, and RoW – 20%
The report profiles key players in the GPU as a Service market with their respective market ranking analysis. Prominent players profiled in this report are Amazon web Servies, Inc. (US), Microsoft (US), Google (US), Oracle (US), IBM (US), Coreweave (US), Alibaba Cloud (China), Lambda (US), Tencent Cloud (China), Jarvislabs.ai (India), among others.
Apart from this, Fluidstack (UK), OVH SAS (France), E2E Networks Limited (India), RunPod (US), ScaleMatrix Holdings, Inc. (US), Vast.ai (US), AceCloud (India), Snowcell (Norway), Linode LLC. (US), Yotta Infrastructure (India), VULTR (US), DigitalOcean, LLC. (US), Rackspace Technology (US), Gcore (Luxembourg), and Nebius B.V. (Amsterdam), are among a few emerging companies in the GPU as a Service market.
Research Coverage: This research report categorizes the GPU as a Service market based on service model, GPU type, business model, deployment, enterprise type, application, and region. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the GPU as a Service 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 GPU as a Service 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 revenue numbers for the overall GPU as a Service 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 on the following pointers:
- Analysis of key drivers (growing demand for cloud-based AI and ML workloads fueling the growth of the GPUaaS market, Increasing need for cost-effective GPU solutions for enterprises, and growing adoption of GPUaaS in gaming and virtualization) influencing the growth of the GPU as a Service market.
- Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the GPU as a Service market.
- Market Development: Comprehensive information about lucrative markets – the report analysis the GPU as a Service market across varied regions
- Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the GPU as a Service market
Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like Amazon web Servies, Inc. (US), Microsoft (US), Google (US), Oracle (US), IBM (US), among others in the GPU as a Service market.
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 30
1.4 CURRENCY CONSIDERED 30
1.5 LIMITATIONS 30
1.6 STAKEHOLDERS 31
2 RESEARCH METHODOLOGY 32
2.1 RESEARCH DATA 32
2.1.1 SECONDARY AND PRIMARY RESEARCH 33
2.1.2 SECONDARY DATA 33
2.1.2.1 List of key secondary sources 34
2.1.2.2 Key data from secondary sources 34
2.1.3 PRIMARY DATA 34
2.1.3.1 List of primary interview participants 35
2.1.3.2 Breakdown of primaries 35
2.1.3.3 Key data from primary sources 36
2.1.3.4 Key industry insights 37
2.2 MARKET SIZE ESTIMATION METHODOLOGY 38
2.2.1 TOP-DOWN APPROACH 39
2.2.1.1 Approach to arrive at market size using top-down analysis
(supply side) 39
2.2.2 BOTTOM-UP APPROACH 40
2.2.2.1 Approach to arrive at market size using bottom-up analysis
(demand side) 40
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 41
2.4 RESEARCH ASSUMPTIONS 42
2.5 RESEARCH LIMITATIONS 42
2.6 RISK ANALYSIS 43
3 EXECUTIVE SUMMARY 44
4 PREMIUM INSIGHTS 48
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN GPU AS A SERVICE MARKET 48
4.2 GPU AS A SERVICE MARKET, BY GPU TYPE 48
4.3 GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE 49
4.4 GPU AS A SERVICE MARKET, BY APPLICATION 49
4.5 GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY APPLICATION AND COUNTRY 50
4.6 GPU AS A SERVICE MARKET, BY COUNTRY 50
5 MARKET OVERVIEW 51
5.1 INTRODUCTION 51
5.2 MARKET DYNAMICS 51
5.2.1 DRIVERS 52
5.2.1.1 Surging use of cloud-powered AI, ML, and DL frameworks 52
5.2.1.2 Increasing need for budget-friendly yet high-performance
GPU solutions from enterprises 53
5.2.1.3 Growing deployment of GPU as a service model in gaming and virtualization applications 54
5.2.2 RESTRAINTS 55
5.2.2.1 Supply chain bottlenecks and AI demand dynamics 55
5.2.3 OPPORTUNITIES 56
5.2.3.1 Revolutionizing media production workflows 56
5.2.3.2 Increasing investments in AI infrastructure by cloud service providers 57
5.2.3.3 Rise of pure-play GPU companies 57
5.2.4 CHALLENGES 58
5.2.4.1 Managing high power consumption and cooling needs in cloud GPUs 58
5.2.4.2 Confronting security, performance, and scalability challenges in multi-tenant environments 58
5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 59
5.4 PRICING ANALYSIS 59
5.4.1 INDICATIVE PRICING OF GPU TYPES, BY KEY PLAYER, 2024 60
5.4.2 INDICATIVE PRICING OF GPU TYPES, 2024 60
5.4.3 AVERAGE SELLING PRICE TREND OF HIGH-END GPUS, BY REGION,
2021–2024 61
5.4.4 AVERAGE SELLING PRICE TREND OF MID-RANGE GPUS, BY REGION,
2021–2024 62
5.4.5 AVERAGE SELLING PRICE TREND OF ENTRY-LEVEL GPU TYPE, BY REGION, 2021–2024 63
5.5 VALUE CHAIN ANALYSIS 64
5.6 ECOSYSTEM ANALYSIS 65
5.7 TECHNOLOGY ANALYSIS 67
5.7.1 KEY TECHNOLOGIES 67
5.7.1.1 Cloud infrastructure and virtualization 67
5.7.1.2 Containerization and orchestration 67
5.7.2 COMPLEMENTARY TECHNOLOGIES 68
5.7.2.1 High-bandwidth memory (HBM3/E) 68
5.7.3 ADJACENT TECHNOLOGIES 68
5.7.3.1 High-performance computing (HPC) 68
5.8 PATENT ANALYSIS 69
5.9 TRADE ANALYSIS 72
5.9.1 IMPORT DATA (HS CODE 847330) 72
5.9.2 EXPORT DATA (HS CODE 847330) 74
5.10 KEY CONFERENCES AND EVENTS, 2025–2026 75
5.11 CASE STUDY ANALYSIS 76
5.11.1 NEARMAP REDUCES COMPUTING COST AND INCREASES DATA PROCESSING CAPACITY USING AMAZON EC2 G4 INSTANCES 76
5.11.2 SOLUNA DEPLOYS AARNA.ML’S GPU CLOUD MANAGEMENT SOFTWARE TO BOOST ITS MARKETPLACE REACH 76
5.11.3 COMPUTER VISION TECHNOLOGY COMPANY INCREASES GPU UTILIZATION TO IMPROVE PRODUCTIVITY AND REDUCE DL TRAINING TIME 77
5.11.4 EPFL OPTIMIZES AI INFRASTRUCTURE TO PRIORITIZE WORKLOAD DEMANDS USING RUN:AI’S GPU ORCHESTRATION PLATFORM 77
5.12 INVESTMENT AND FUNDING SCENARIO 78
5.13 REGULATORY LANDSCAPE 78
5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 79
5.13.2 STANDARDS 83
5.14 PORTER’S FIVE FORCES ANALYSIS 85
5.14.1 THREAT OF NEW ENTRANTS 86
5.14.2 THREAT OF SUBSTITUTES 86
5.14.3 BARGAINING POWER OF SUPPLIERS 86
5.14.4 BARGAINING POWER OF BUYERS 87
5.14.5 INTENSITY OF COMPETITIVE RIVALRY 87
5.15 KEY STAKEHOLDERS AND BUYING PROCESS 87
5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS 87
5.15.2 BUYING CRITERIA 88
6 GPU AS A SERVICE PRICING MODELS 89
6.1 INTRODUCTION 89
6.2 ON-DEMAND INSTANCES 89
6.3 RESERVED INSTANCES 90
6.4 SPOT INSTANCES 90
7 GPU AS A SERVICE MARKET, BY SERVICE MODEL 92
7.1 INTRODUCTION 93
7.2 IAAS 94
7.2.1 RISE IN EDGE COMPUTING AND REAL-TIME DATA PROCESSING TO
BOOST SEGMENTAL GROWTH 94
7.3 PAAS 100
7.3.1 COST EFFICIENCY, SCALABILITY, AND OPERATIONAL SIMPLICITY TO CONTRIBUTE TO SEGMENTAL GROWTH 100
8 GPU AS A SERVICE MARKET, BY GPU TYPE 108
8.1 INTRODUCTION 109
8.2 HIGH-END GPUS 110
8.2.1 MOUNTING ADOPTION IN AI RESEARCH, NEXT-GEN CLOUD COMPUTING, AND COMPLEX HPC APPLICATIONS TO DRIVE MARKET 110
8.3 MID-RANGE GPUS 111
8.3.1 GROWING EMERGENCE AS COST-EFFECTIVE ALTERNATIVE TO HIGH-END GPUS TO FUEL SEGMENTAL GROWTH 111
8.4 ENTRY-LEVEL GPUS 112
8.4.1 RISING ADOPTION TO SUPPORT DIGITAL TRANSFORMATION BY SMALL BUSINESSES TO BOLSTER SEGMENTAL GROWTH 112
9 GPU AS A SERVICE MARKET, BY DEPLOYMENT 113
9.1 INTRODUCTION 114
9.2 PUBLIC CLOUD 115
9.2.1 SCALABILITY AND HIGH-PERFORMANCE COMPUTING CAPABILITIES TO AUGMENT SEGMENTAL GROWTH 115
9.3 PRIVATE CLOUD 116
9.3.1 ENHANCED CONTROL, SECURITY, AND CUSTOMIZATION TO FOSTER SEGMENTAL GROWTH 116
9.4 HYBRID CLOUD 118
9.4.1 ABILITY TO HANDLE DYNAMIC WORKLOADS AND DATA SECURITY TO ACCELERATE SEGMENTAL GROWTH 118
10 GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE 120
10.1 INTRODUCTION 121
10.2 LARGE ENTERPRISES 122
10.2.1 RISING DEMAND FOR AI-POWERED SOLUTIONS, BIG DATA ANALYTICS, AND REAL-TIME DECISION-MAKING TO DRIVE MARKET 122
10.3 SMES 123
10.3.1 INCREASING ADOPTION OF CLOUD-BASED AI SERVICES TO BOOST SEGMENTAL GROWTH 123
11 GPU AS A SERVICE MARKET, BY APPLICATION 125
11.1 INTRODUCTION 126
11.2 AI & ML 127
11.2.1 TRAINING 128
11.2.1.1 Requirement for high computational power to contribute to segmental growth 128
11.2.2 INFERENCE 130
11.2.2.1 Rapid advances in edge computing to accelerate segmental growth 130
11.3 HPC 131
11.3.1 LOW UPFRONT COSTS AND SCALABILITY OF GPU AS A SERVICE IN AI-DRIVEN RESEARCH AND REAL-TIME PROCESSING TO FUEL SEGMENTAL GROWTH 131
11.4 MEDIA & ENTERTAINMENT 132
11.4.1 VIDEO PROCESSING & STREAMING 134
11.4.1.1 Rising emphasis on optimizing compression, reducing latency, and enhancing video resolution to foster segmental growth 134
11.4.2 3D RENDERING & ANIMATION 135
11.4.2.1 Growing focus on accelerating visual effects, motion graphics, and 3D animation workflows to drive market 135
11.4.3 GAMING & INTERACTIVE MEDIA 136
11.4.3.1 Increasing development of real-time ray tracing, AI-generated graphics, and virtual world simulations to augment segmental growth 136
11.4.4 OTHER MEDIA & ENTERTAINMENT APPLICATIONS 138
11.5 OTHER APPLICATIONS 139
12 GPU AS A SERVICE MARKET, BY REGION 141
12.1 INTRODUCTION 142
12.2 NORTH AMERICA 143
12.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA 144
12.2.2 US 149
12.2.2.1 Rising deployment of AI for data-driven decision-making and automation to drive market 149
12.2.3 CANADA 150
12.2.3.1 Increasing establishment of data centers and cloud computing adoption to boost market growth 150
12.2.4 MEXICO 151
12.2.4.1 Growing implementation of digital transformation policies to enhance operational efficiency to fuel market growth 151
12.3 EUROPE 152
12.3.1 MACROECONOMIC OUTLOOK FOR EUROPE 152
12.3.2 UK 158
12.3.2.1 Thriving video game industry to contribute to market growth 158
12.3.3 GERMANY 159
12.3.3.1 Increasing investment in AI to enhance automation and predictive maintenance to create lucrative opportunities 159
12.3.4 FRANCE 160
12.3.4.1 Growing emphasis on technological and industrial innovation to boost market growth 160
12.3.5 ITALY 161
12.3.5.1 Rising focus on enhancing digital infrastructure development to fuel market growth 161
12.3.6 SPAIN 162
12.3.6.1 Increasing migration toward cloud platforms to spur demand 162
12.3.7 POLAND 163
12.3.7.1 Rapid advances in high-performance computing to contribute to market growth 163
12.3.8 NORDICS 164
12.3.8.1 Rising adoption of accelerated computing technology in data centers to foster market growth 164
12.3.9 REST OF EUROPE 165
12.4 ASIA PACIFIC 166
12.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC 166
12.4.2 CHINA 173
12.4.2.1 Rapid proliferation of IoT devices and immense data generation to drive market 173
12.4.3 JAPAN 174
12.4.3.1 Increasing investment in AI and cloud infrastructure to fuel
market growth 174
12.4.4 SOUTH KOREA 175
12.4.4.1 Rising development of AI chips and server solutions by tech giants to accelerate market growth 175
12.4.5 INDIA 176
12.4.5.1 Rapid establishment of AI research centers to offer lucrative growth opportunities 176
12.4.6 AUSTRALIA 177
12.4.6.1 Increasing development of robust AI ecosystem through strategic investments to augment market growth 177
12.4.7 INDONESIA 178
12.4.7.1 Mounting adoption of cloud services to contribute to market growth 178
12.4.8 MALAYSIA 179
12.4.8.1 Rising deployment of AI-driven solutions by industries to fuel
market growth 179
12.4.9 THAILAND 180
12.4.9.1 Increasing investment in smart cities, fintech, and healthcare AI to bolster market growth 180
12.4.10 VIETNAM 181
12.4.10.1 Rapid expansion of 5G infrastructure, cloud computing, and AI-driven digital services to drive market 181
12.4.11 REST OF ASIA PACIFIC 182
12.5 ROW 183
12.5.1 MACROECONOMIC OUTLOOK FOR ROW 183
12.5.2 MIDDLE EAST 187
12.5.2.1 Bahrain 189
12.5.2.1.1 Government initiatives to foster innovation and digital transformation to foster market growth 189
12.5.2.2 Kuwait 190
12.5.2.2.1 Growing focus on optimizing data processing and enhancing network performance to drive market 190
12.5.2.3 Oman 191
12.5.2.3.1 Rising awareness about benefits of HPC technology to contribute to market growth 191
12.5.2.4 Qatar 192
12.5.2.4.1 Burgeoning investment in digital infrastructure to augment market growth 192
12.5.2.5 Saudi Arabia 192
12.5.2.5.1 Increasing deployment of cloud computing and HPC technologies to accelerate market growth 192
12.5.2.6 UAE 193
12.5.2.6.1 Rising adoption of 5G and advanced networks to bolster market growth 193
12.5.2.7 Rest of Middle East 194
12.5.3 AFRICA 195
12.5.3.1 South Africa 196
12.5.3.1.1 Mounting demand for cloud computing to drive market 196
12.5.3.2 Other African countries 197
12.5.4 SOUTH AMERICA 198
12.5.4.1 Expansion of cloud data centers to boost market growth 198
13 COMPETITIVE LANDSCAPE 199
13.1 INTRODUCTION 199
13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2023–2025 199
13.3 REVENUE ANALYSIS, 2022–2024 200
13.4 MARKET SHARE ANALYSIS, 2024 201
13.5 COMPANY VALUATION AND FINANCIAL METRICS 204
13.6 BRAND COMPARISON 206
13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024 207
13.7.1 STARS 207
13.7.2 EMERGING LEADERS 207
13.7.3 PERVASIVE PLAYERS 207
13.7.4 PARTICIPANTS 207
13.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024 209
13.7.5.1 Company footprint 209
13.7.5.2 Region footprint 210
13.7.5.3 Service model footprint 211
13.7.5.4 GPU type footprint 212
13.7.5.5 Deployment footprint 213
13.7.5.6 Enterprise type footprint 214
13.7.5.7 Application footprint 215
13.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024 216
13.8.1 PROGRESSIVE COMPANIES 216
13.8.2 RESPONSIVE COMPANIES 216
13.8.3 DYNAMIC COMPANIES 216
13.8.4 STARTING BLOCKS 216
13.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024 218
13.8.5.1 Detailed list of key startups/SMEs 218
13.8.5.2 Competitive benchmarking of key startups/SMEs 219
13.9 COMPETITIVE SCENARIO 220
13.9.1 PRODUCT LAUNCHES 220
13.9.2 DEALS 222
14 COMPANY PROFILES 224
14.1 KEY PLAYERS 224
14.1.1 AMAZON WEB SERVICES, INC. 224
14.1.1.1 Business overview 224
14.1.1.2 Products/Solutions/Services offered 225
14.1.1.3 Recent developments 227
14.1.1.3.1 Product launches 227
14.1.1.3.2 Deals 227
14.1.1.4 MnM view 227
14.1.1.4.1 Key strengths/Right to win 227
14.1.1.4.2 Strategic choices 228
14.1.1.4.3 Weaknesses/Competitive threats 228
14.1.2 MICROSOFT 229
14.1.2.1 Business overview 229
14.1.2.2 Products/Solutions/Services offered 230
14.1.2.3 Recent developments 232
14.1.2.3.1 Deals 232
14.1.2.4 MnM view 232
14.1.2.4.1 Key strengths/Right to win 232
14.1.2.4.2 Strategic choices 232
14.1.2.4.3 Weaknesses/Competitive threats 232
14.1.3 GOOGLE 233
14.1.3.1 Business overview 233
14.1.3.2 Products/Solutions/Services offered 234
14.1.3.3 Recent developments 235
14.1.3.3.1 Product launches 235
14.1.3.3.2 Deals 235
14.1.3.4 MnM view 236
14.1.3.4.1 Key strengths/Right to win 236
14.1.3.4.2 Strategic choices 236
14.1.3.4.3 Weaknesses/Competitive threats 236
14.1.4 ORACLE 237
14.1.4.1 Business overview 237
14.1.4.2 Products/Solutions/Services offered 239
14.1.4.3 Recent developments 239
14.1.4.3.1 Product launches 239
14.1.4.3.2 Deals 240
14.1.4.4 MnM view 240
14.1.4.4.1 Key strengths/Right to win 240
14.1.4.4.2 Strategic choices 240
14.1.4.4.3 Weaknesses/Competitive threats 241
14.1.5 IBM 242
14.1.5.1 Business overview 242
14.1.5.2 Products/Solutions/Services offered 244
14.1.5.3 Recent developments 244
14.1.5.3.1 Product launches 244
14.1.5.3.2 Deals 245
14.1.5.4 MnM view 246
14.1.5.4.1 Key strengths/Right to win 246
14.1.5.4.2 Strategic choices 246
14.1.5.4.3 Weaknesses/Competitive threats 246
14.1.6 COREWEAVE 247
14.1.6.1 Business overview 247
14.1.6.2 Products/Solutions/Services offered 248
14.1.6.3 Recent developments 249
14.1.6.3.1 Product launches 249
14.1.6.3.2 Deals 250
14.1.6.3.3 Expansions 251
14.1.7 ALIBABA CLOUD 252
14.1.7.1 Business overview 252
14.1.7.2 Products/Solutions/Services offered 252
14.1.7.3 Recent developments 253
14.1.7.3.1 Expansions 253
14.1.8 LAMBDA 254
14.1.8.1 Business overview 254
14.1.8.2 Products/Solutions/Services offered 254
14.1.8.3 Recent developments 255
14.1.8.3.1 Deals 255
14.1.9 TENCENT CLOUD 256
14.1.9.1 Business overview 256
14.1.9.2 Products/Solutions/Services offered 257
14.1.9.3 Recent developments 257
14.1.9.3.1 Expansions 257
14.1.10 JARVISLABS.AI 258
14.1.10.1 Business overview 258
14.1.10.2 Products/Solutions/Services offered 258
14.2 OTHER PLAYERS 259
14.2.1 FLUIDSTACK 259
14.2.2 OVH SAS 260
14.2.3 E2E NETWORKS LIMITED 261
14.2.4 RUNPOD 262
14.2.5 SCALEMATRIX HOLDINGS, INC. 263
14.2.6 VAST.AI 264
14.2.7 ACECLOUD 265
14.2.8 SNOWCELL 266
14.2.9 LINODE LLC 267
14.2.10 YOTTA INFRASTRUCTURE 268
14.2.11 VULTR 269
14.2.12 DIGITALOCEAN, LLC 270
14.2.13 RACKSPACE TECHNOLOGY 271
14.2.14 GCORE 272
14.2.15 NEBIUS B.V. 273
15 APPENDIX 274
15.1 DISCUSSION GUIDE 274
15.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 278
15.3 CUSTOMIZATION OPTIONS 280
15.4 RELATED REPORTS 280
15.5 AUTHOR DETAILS 281
LIST OF TABLES
TABLE 1 GPU AS A SERVICE MARKET: RESEARCH ASSUMPTIONS 42
TABLE 2 GPU AS A SERVICE MARKET: RISK ANALYSIS 43
TABLE 3 INDICATIVE PRICING OF GPU TYPES PROVIDED BY KEY PLAYERS,
2024 (USD/HOUR) 60
TABLE 4 INDICATIVE PRICING OF GPU TYPES, 2024 (USD/HOUR) 60
TABLE 5 AVERAGE SELLING PRICE TREND OF HIGH-END GPUS, BY REGION,
2021–2024 (USD/HOUR) 61
TABLE 6 AVERAGE SELLING PRICE TREND OF MID-RANGE GPUS, BY REGION,
2021–2024 (USD/HOUR) 62
TABLE 7 AVERAGE SELLING PRICE TREND OF ENTRY-LEVEL GPUS, BY REGION,
2021–2024 (USD/HOUR) 63
TABLE 8 ROLE OF COMPANIES IN GPU AS A SERVICE ECOSYSTEM 66
TABLE 9 LIST OF PATENTS, 2021–2024 70
TABLE 10 IMPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2019–2023 (USD MILLION) 73
TABLE 11 EXPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2019–2023 (USD MILLION) 74
TABLE 12 LIST OF KEY CONFERENCES AND EVENTS, 2025–2026 75
TABLE 13 NEARMAP REDUCES COMPUTING COST AND INCREASES DATA PROCESSING CAPACITY USING AMAZON EC2 G4 INSTANCES 76
TABLE 14 SOLUNA DEPLOYS AARNA.ML’S GPU CLOUD MANAGEMENT SOFTWARE TO
BOOST ITS MARKETPLACE REACH 76
TABLE 15 COMPUTER VISION TECHNOLOGY COMPANY INCREASES GPU UTILIZATION TO IMPROVE PRODUCTIVITY AND REDUCE DL TRAINING TIME 77
TABLE 16 EPFL OPTIMIZES AI INFRASTRUCTURE TO PRIORITIZE WORKLOAD DEMANDS USING RUN:AI’S GPU ORCHESTRATION PLATFORM 77
TABLE 17 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 79
TABLE 18 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 80
TABLE 19 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 81
TABLE 20 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES,
AND OTHER ORGANIZATIONS 82
TABLE 21 GPU AS A SERVICE MARKET: STANDARDS 83
TABLE 22 GPU AS A SERVICE MARKET: PORTER’S FIVE FORCES ANALYSIS 86
TABLE 23 IMPACT OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE
APPLICATIONS (%) 88
TABLE 24 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 88
TABLE 25 GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021–2024 (USD MILLION) 93
TABLE 26 GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025–2030 (USD MILLION) 94
TABLE 27 IAAS: GPU AS A SERVICE MARKET, BY REGION, 2021–2024 (USD MILLION) 95
TABLE 28 IAAS: GPU AS A SERVICE MARKET, BY REGION, 2025–2030 (USD MILLION) 95
TABLE 29 IAAS: GPU AS A SERVICE MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD MILLION) 95
TABLE 30 IAAS: GPU AS A SERVICE MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD MILLION) 96
TABLE 31 IAAS: GPU AS A SERVICE MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 96
TABLE 32 IAAS: GPU AS A SERVICE MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 97
TABLE 33 IAAS: GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 97
TABLE 34 IAAS: GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 98
TABLE 35 IAAS: GPU AS A SERVICE MARKET IN ROW, BY REGION, 2021–2024 (USD MILLION) 98
TABLE 36 IAAS: GPU AS A SERVICE MARKET IN ROW, BY REGION, 2025–2030 (USD MILLION) 98
TABLE 37 IAAS: GPU AS A SERVICE MARKET IN MIDDLE EAST, BY COUNTRY,
2021–2024 (USD MILLION) 99
TABLE 38 IAAS: GPU AS A SERVICE MARKET IN MIDDLE EAST, BY COUNTRY,
2025–2030 (USD MILLION) 99
TABLE 39 IAAS: GPU AS A SERVICE MARKET IN AFRICA, BY COUNTRY,
2021–2024 (USD MILLION) 99
TABLE 40 IAAS: GPU AS A SERVICE MARKET IN AFRICA, BY COUNTRY,
2025–2030 (USD MILLION) 100
TABLE 41 IAAS: GPU AS A SERVICE MARKET, BY GPU TYPE, 2021–2024 (USD MILLION) 100
TABLE 42 IAAS: GPU AS A SERVICE MARKET, BY GPU TYPE, 2025–2030 (USD MILLION) 100
TABLE 43 PAAS: GPU AS A SERVICE MARKET, BY REGION, 2021–2024 (USD MILLION) 102
TABLE 44 PAAS: GPU AS A SERVICE MARKET, BY REGION, 2025–2030 (USD MILLION) 102
TABLE 45 PAAS: GPU AS A SERVICE MARKET IN NORTH AMERICA, BY COUNTRY,
2021–2024 (USD MILLION) 102
TABLE 46 PAAS: GPU AS A SERVICE MARKET IN NORTH AMERICA, BY COUNTRY,
2025–2030 (USD MILLION) 103
TABLE 47 PAAS: GPU AS A SERVICE MARKET IN EUROPE, BY COUNTRY,
2021–2024 (USD MILLION) 103
TABLE 48 PAAS: GPU AS A SERVICE MARKET IN EUROPE, BY COUNTRY,
2025–2030 (USD MILLION) 103
TABLE 49 PAAS: GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY COUNTRY,
2021–2024 (USD MILLION) 104
TABLE 50 PAAS: GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY COUNTRY,
2025–2030 (USD MILLION) 104
TABLE 51 PAAS: GPU AS A SERVICE MARKET IN ROW, BY REGION,
2021–2024 (USD MILLION) 105
TABLE 52 PAAS: GPU AS A SERVICE MARKET IN ROW, BY REGION,
2025–2030 (USD MILLION) 105
TABLE 53 PAAS: GPU AS A SERVICE MARKET IN MIDDLE EAST, BY COUNTRY,
2021–2024 (USD MILLION) 105
TABLE 54 PAAS: GPU AS A SERVICE MARKET IN MIDDLE EAST, BY COUNTRY,
2025–2030 (USD MILLION) 106
TABLE 55 PAAS: GPU AS A SERVICE MARKET IN AFRICA, BY COUNTRY,
2021–2024 (USD MILLION) 106
TABLE 56 PAAS: GPU AS A SERVICE MARKET IN AFRICA, BY COUNTRY,
2025–2030 (USD MILLION) 106
TABLE 57 PAAS: GPU AS A SERVICE MARKET, BY GPU TYPE, 2021–2024 (USD MILLION) 106
TABLE 58 PAAS: GPU AS A SERVICE MARKET, BY GPU TYPE, 2025–2030 (USD MILLION) 107
TABLE 59 GPU AS A SERVICE MARKET, BY GPU TYPE, 2021–2024 (USD MILLION) 109
TABLE 60 GPU AS A SERVICE MARKET, BY GPU TYPE, 2025–2030 (USD MILLION) 109
TABLE 61 HIGH-END GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 110
TABLE 62 HIGH-END GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 110
TABLE 63 MID-RANGE GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 111
TABLE 64 MID-RANGE GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 111
TABLE 65 ENTRY-LEVEL GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 112
TABLE 66 ENTRY-LEVEL GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 112
TABLE 67 GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION) 114
TABLE 68 GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION) 115
TABLE 69 PUBLIC CLOUD: GPU AS A SERVICE MARKET, BY REGION,
2021–2024 (USD MILLION) 116
TABLE 70 PUBLIC CLOUD: GPU AS A SERVICE MARKET, BY REGION,
2025–2030 (USD MILLION) 116
TABLE 71 PRIVATE CLOUD: GPU AS A SERVICE MARKET, BY REGION,
2021–2024 (USD MILLION) 117
TABLE 72 PRIVATE CLOUD: GPU AS A SERVICE MARKET, BY REGION,
2025–2030 (USD MILLION) 117
TABLE 73 HYBRID CLOUD: GPU AS A SERVICE MARKET, BY REGION,
2021–2024 (USD MILLION) 118
TABLE 74 HYBRID CLOUD: GPU AS A SERVICE MARKET, BY REGION,
2025–2030 (USD MILLION) 119
TABLE 75 GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2021–2024 (USD MILLION) 121
TABLE 76 GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2025–2030 (USD MILLION) 121
TABLE 77 LARGE ENTERPRISES: GPU AS A SERVICE MARKET, BY REGION,
2021–2024 (USD MILLION) 122
TABLE 78 LARGE ENTERPRISES: GPU AS A SERVICE MARKET, BY REGION,
2025–2030 (USD MILLION) 123
TABLE 79 SMES: GPU AS A SERVICE MARKET, BY REGION, 2021–2024 (USD MILLION) 124
TABLE 80 SMES: GPU AS A SERVICE MARKET, BY REGION, 2025–2030 (USD MILLION) 124
TABLE 81 GPU AS A SERVICE MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 126
TABLE 82 GPU AS A SERVICE MARKET, BY APPLICATION, 2025–2030 (USD MILLION) 127
TABLE 83 AI & ML: GPU AS A SERVICE MARKET, BY TYPE, 2021–2024 (USD MILLION) 127
TABLE 84 AI & ML: GPU AS A SERVICE MARKET, BY TYPE, 2025–2030 (USD MILLION) 128
TABLE 85 AI & ML: GPU AS A SERVICE MARKET, BY REGION, 2021–2024 (USD MILLION) 128
TABLE 86 AI & ML: GPU AS A SERVICE MARKET, BY REGION, 2025–2030 (USD MILLION) 128
TABLE 87 TRAINING: GPU AS A SERVICE MARKET FOR AI & ML, BY REGION,
2021–2024 (USD MILLION) 129
TABLE 88 TRAINING: GPU AS A SERVICE MARKET FOR AI & ML, BY REGION,
2025–2030 (USD MILLION) 129
TABLE 89 INFERENCE: GPU AS A SERVICE MARKET FOR AI & ML, BY REGION,
2021–2024 (USD MILLION) 130
TABLE 90 INFERENCE: GPU AS A SERVICE MARKET FOR AI & ML, BY REGION,
2025–2030 (USD MILLION) 130
TABLE 91 HPC: GPU AS A SERVICE MARKET, BY REGION, 2021–2024 (USD MILLION) 132
TABLE 92 HPC: GPU AS A SERVICE MARKET, BY REGION, 2025–2030 (USD MILLION) 132
TABLE 93 MEDIA & ENTERTAINMENT: GPU AS A SERVICE MARKET, BY TYPE,
2021–2024 (USD MILLION) 133
TABLE 94 MEDIA & ENTERTAINMENT: GPU AS A SERVICE MARKET, BY TYPE,
2025–2030 (USD MILLION) 133
TABLE 95 MEDIA & ENTERTAINMENT: GPU AS A SERVICE MARKET, BY REGION,
2021–2024 (USD MILLION) 134
TABLE 96 MEDIA & ENTERTAINMENT: GPU AS A SERVICE MARKET, BY REGION,
2025–2030 (USD MILLION) 134
TABLE 97 VIDEO PROCESSING & STREAMING: GPU AS A SERVICE MARKET, BY REGION, 2021–2024 (USD MILLION) 135
TABLE 98 VIDEO PROCESSING & STREAMING: GPU AS A SERVICE MARKET, BY REGION, 2025–2030 (USD MILLION) 135
TABLE 99 3D RENDERING & ANIMATION: GPU AS A SERVICE MARKET, BY REGION,
2021–2024 (USD MILLION) 136
TABLE 100 3D RENDERING & ANIMATION: GPU AS A SERVICE MARKET, BY REGION,
2025–2030 (USD MILLION) 136
TABLE 101 GAMING & INTERACTIVE MEDIA: GPU AS A SERVICE MARKET, BY REGION,
2021–2024 (USD MILLION) 137
TABLE 102 GAMING & INTERACTIVE MEDIA: GPU AS A SERVICE MARKET, BY REGION,
2025–2030 (USD MILLION) 137
TABLE 103 OTHER MEDIA & ENTERTAINMENT APPLICATIONS: GPU AS A SERVICE MARKET,
BY REGION, 2021–2024 (USD MILLION) 138
TABLE 104 OTHER MEDIA & ENTERTAINMENT APPLICATIONS: GPU AS A SERVICE MARKET,
BY REGION, 2025–2030 (USD MILLION) 138
TABLE 105 OTHER APPLICATIONS: GPU AS A SERVICE MARKET, BY REGION,
2021–2024 (USD MILLION) 139
TABLE 106 OTHER APPLICATIONS: GPU AS A SERVICE MARKET, BY REGION,
2025–2030 (USD MILLION) 140
TABLE 107 GPU AS A SERVICE MARKET, BY REGION, 2021–2024 (USD MILLION) 142
TABLE 108 GPU AS A SERVICE MARKET, BY REGION, 2025–2030 (USD MILLION) 143
TABLE 109 NORTH AMERICA: GPU AS A SERVICE MARKET, BY COUNTRY,
2021–2024 (USD MILLION) 145
TABLE 110 NORTH AMERICA: GPU AS A SERVICE MARKET, BY COUNTRY,
2025–2030 (USD MILLION) 145
TABLE 111 NORTH AMERICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 145
TABLE 112 NORTH AMERICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 145
TABLE 113 NORTH AMERICA: GPU AS A SERVICE MARKET, BY DEPLOYMENT,
2021–2024 (USD MILLION) 146
TABLE 114 NORTH AMERICA: GPU AS A SERVICE MARKET, BY DEPLOYMENT,
2025–2030 (USD MILLION) 146
TABLE 115 NORTH AMERICA: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE,
2021–2024 (USD MILLION) 146
TABLE 116 NORTH AMERICA: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE,
2025–2030 (USD MILLION) 147
TABLE 117 NORTH AMERICA: GPU AS A SERVICE MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 147
TABLE 118 NORTH AMERICA: GPU AS A SERVICE MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 147
TABLE 119 NORTH AMERICA: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE,
2021–2024 (USD MILLION) 147
TABLE 120 NORTH AMERICA: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE,
2025–2030 (USD MILLION) 148
TABLE 121 NORTH AMERICA: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT,
BY TYPE, 2021–2024 (USD MILLION) 148
TABLE 122 NORTH AMERICA: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT,
BY TYPE, 2025–2030 (USD MILLION) 148
TABLE 123 US: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021–2024 (USD MILLION) 149
TABLE 124 US: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025–2030 (USD MILLION) 149
TABLE 125 CANADA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 150
TABLE 126 CANADA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 150
TABLE 127 MEXICO: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 151
TABLE 128 MEXICO: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 151
TABLE 129 EUROPE: GPU AS A SERVICE MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 154
TABLE 130 EUROPE: GPU AS A SERVICE MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 154
TABLE 131 EUROPE: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 154
TABLE 132 EUROPE: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 155
TABLE 133 EUROPE: GPU AS A SERVICE MARKET, BY DEPLOYMENT,
2021–2024 (USD MILLION) 155
TABLE 134 EUROPE: GPU AS A SERVICE MARKET, BY DEPLOYMENT,
2025–2030 (USD MILLION) 155
TABLE 135 EUROPE: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE,
2021–2024 (USD MILLION) 155
TABLE 136 EUROPE: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE,
2025–2030 (USD MILLION) 156
TABLE 137 EUROPE: GPU AS A SERVICE MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 156
TABLE 138 EUROPE: GPU AS A SERVICE MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 156
TABLE 139 EUROPE: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE,
2021–2024 (USD MILLION) 156
TABLE 140 EUROPE: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE,
2025–2030 (USD MILLION) 157
TABLE 141 EUROPE: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2021–2024 (USD MILLION) 157
TABLE 142 EUROPE: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2025–2030 (USD MILLION) 157
TABLE 143 UK: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021–2024 (USD MILLION) 158
TABLE 144 UK: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025–2030 (USD MILLION) 158
TABLE 145 GERMANY: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 159
TABLE 146 GERMANY: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 159
TABLE 147 FRANCE: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 160
TABLE 148 FRANCE: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 160
TABLE 149 ITALY: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 161
TABLE 150 ITALY: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 161
TABLE 151 SPAIN: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 162
TABLE 152 SPAIN: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 162
TABLE 153 POLAND: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 163
TABLE 154 POLAND: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 163
TABLE 155 NORDICS: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 164
TABLE 156 NORDICS: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 164
TABLE 157 REST OF EUROPE: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 165
TABLE 158 REST OF EUROPE: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 165
TABLE 159 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY COUNTRY,
2021–2024 (USD MILLION) 169
TABLE 160 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY COUNTRY,
2025–2030 (USD MILLION) 169
TABLE 161 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 170
TABLE 162 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 170
TABLE 163 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY DEPLOYMENT,
2021–2024 (USD MILLION) 170
TABLE 164 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY DEPLOYMENT,
2025–2030 (USD MILLION) 170
TABLE 165 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE,
2021–2024 (USD MILLION) 171
TABLE 166 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE,
2025–2030 (USD MILLION) 171
TABLE 167 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY APPLICATION,
2021–2024 (USD MILLION) 171
TABLE 168 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY APPLICATION,
2025–2030 (USD MILLION) 171
TABLE 169 ASIA PACIFIC: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE,
2021–2024 (USD MILLION) 172
TABLE 170 ASIA PACIFIC: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE,
2025–2030 (USD MILLION) 172
TABLE 171 ASIA PACIFIC: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT,
BY TYPE, 2021–2024 (USD MILLION) 172
TABLE 172 ASIA PACIFIC: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT,
BY TYPE, 2025–2030 (USD MILLION) 172
TABLE 173 CHINA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 173
TABLE 174 CHINA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 174
TABLE 175 JAPAN: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 174
TABLE 176 JAPAN: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 175
TABLE 177 SOUTH KOREA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 176
TABLE 178 SOUTH KOREA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 176
TABLE 179 INDIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 177
TABLE 180 INDIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 177
TABLE 181 AUSTRALIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 178
TABLE 182 AUSTRALIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 178
TABLE 183 INDONESIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 179
TABLE 184 INDONESIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 179
TABLE 185 MALAYSIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 180
TABLE 186 MALAYSIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 180
TABLE 187 THAILAND: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 181
TABLE 188 THAILAND: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 181
TABLE 189 VIETNAM: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 182
TABLE 190 VIETNAM: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 182
TABLE 191 REST OF ASIA PAIFIC: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 182
TABLE 192 REST OF ASIA PAIFIC: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 183
TABLE 193 ROW: GPU AS A SERVICE MARKET, BY REGION, 2021–2024 (USD MILLION) 184
TABLE 194 ROW: GPU AS A SERVICE MARKET, BY REGION, 2025–2030 (USD MILLION) 184
TABLE 195 ROW: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 184
TABLE 196 ROW: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 184
TABLE 197 ROW: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2021–2024 (USD MILLION) 185
TABLE 198 ROW: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2025–2030 (USD MILLION) 185
TABLE 199 ROW: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE,
2021–2024 (USD MILLION) 185
TABLE 200 ROW: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE,
2025–2030 (USD MILLION) 185
TABLE 201 ROW: GPU AS A SERVICE MARKET, BY APPLICATION, 2021–2024 (USD MILLION) 186
TABLE 202 ROW: GPU AS A SERVICE MARKET, BY APPLICATION, 2025–2030 (USD MILLION) 186
TABLE 203 ROW: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE,
2021–2024 (USD MILLION) 186
TABLE 204 ROW: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE,
2025–2030 (USD MILLION) 186
TABLE 205 ROW: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2021–2024 (USD MILLION) 187
TABLE 206 ROW: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2025–2030 (USD MILLION) 187
TABLE 207 MIDDLE EAST: GPU AS A SERVICE MARKET, BY COUNTRY,
2021–2024 (USD MILLION) 188
TABLE 208 MIDDLE EAST: GPU AS A SERVICE MARKET, BY COUNTRY,
2025–2030 (USD MILLION) 188
TABLE 209 MIDDLE EAST: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 188
TABLE 210 MIDDLE EAST: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 189
TABLE 211 BAHRAIN: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 189
TABLE 212 BAHRAIN: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 189
TABLE 213 KUWAIT: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 190
TABLE 214 KUWAIT: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 190
TABLE 215 OMAN: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 191
TABLE 216 OMAN: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 191
TABLE 217 QATAR: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 192
TABLE 218 QATAR: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 192
TABLE 219 SAUDI ARABIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 193
TABLE 220 SAUDI ARABIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 193
TABLE 221 UAE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021–2024 (USD MILLION) 194
TABLE 222 UAE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025–2030 (USD MILLION) 194
TABLE 223 REST OF MIDDLE EAST: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 194
TABLE 224 REST OF MIDDLE EAST: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 195
TABLE 225 AFRICA: GPU AS A SERVICE MARKET, BY COUNTRY, 2021–2024 (USD MILLION) 195
TABLE 226 AFRICA: GPU AS A SERVICE MARKET, BY COUNTRY, 2025–2030 (USD MILLION) 195
TABLE 227 AFRICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 196
TABLE 228 AFRICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 196
TABLE 229 SOUTH AFRICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 196
TABLE 230 SOUTH AFRICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 197
TABLE 231 OTHER AFRICAN COUNTRIES: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021–2024 (USD MILLION) 197
TABLE 232 OTHER AFRICAN COUNTRIES: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025–2030 (USD MILLION) 197
TABLE 233 SOUTH AMERICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2021–2024 (USD MILLION) 198
TABLE 234 SOUTH AMERICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL,
2025–2030 (USD MILLION) 198
TABLE 235 GPU AS A SERVICE MARKET: OVERVIEW OF STRATEGIES ADOPTED
BY KEY PLAYERS, JANUARY 2023–MARCH 2025 199
TABLE 236 GPU AS A SERVICE MARKET: DEGREE OF COMPETITION, 2024 202
TABLE 237 GPU AS A SERVICE MARKET: REGION FOOTPRINT 210
TABLE 238 GPU AS A SERVICE MARKET: SERVICE MODEL FOOTPRINT 211
TABLE 239 GPU AS A SERVICE MARKET: GPU TYPE FOOTPRINT 212
TABLE 240 GPU AS A SERVICE MARKET: DEPLOYMENT FOOTPRINT 213
TABLE 241 GPU AS A SERVICE MARKET: ENTERPRISE TYPE FOOTPRINT 214
TABLE 242 GPU AS A SERVICE MARKET: APPLICATION FOOTPRINT 215
TABLE 243 GPU AS A SERVICE MARKET: DETAILED LIST OF KEY STARTUPS/SMES 218
TABLE 244 GPU AS A SERVICE MARKET: COMPETITIVE BENCHMARKING OF
KEY STARTUPS/SMES 219
TABLE 245 GPU AS A SERVICE MARKET: PRODUCT LAUNCHES, JANUARY 2023–MARCH 2025 220
TABLE 246 GPU AS A SERVICE MARKET: DEALS, JANUARY 2023–MARCH 2025 222
TABLE 247 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW 224
TABLE 248 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 225
TABLE 249 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES 227
TABLE 250 AMAZON WEB SERVICES, INC.: DEALS 227
TABLE 251 MICROSOFT: COMPANY OVERVIEW 229
TABLE 252 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 230
TABLE 253 MICROSOFT: DEALS 232
TABLE 254 GOOGLE: COMPANY OVERVIEW 233
TABLE 255 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 234
TABLE 256 GOOGLE: PRODUCT LAUNCHES 235
TABLE 257 GOOGLE: DEALS 235
TABLE 258 ORACLE: COMPANY OVERVIEW 237
TABLE 259 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 239
TABLE 260 ORACLE: PRODUCT LAUNCHES 239
TABLE 261 ORACLE: DEALS 240
TABLE 262 IBM: COMPANY OVERVIEW 242
TABLE 263 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 244
TABLE 264 IBM: PRODUCT LAUNCHES 244
TABLE 265 IBM: DEALS 245
TABLE 266 COREWEAVE: COMPANY OVERVIEW 247
TABLE 267 COREWEAVE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 248
TABLE 268 COREWEAVE: PRODUCT LAUNCHES 249
TABLE 269 COREWEAVE: DEALS 250
TABLE 270 COREWEAVE: EXPANSIONS 251
TABLE 271 ALIBABA CLOUD: COMPANY OVERVIEW 252
TABLE 272 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED 252
TABLE 273 ALIBABA CLOUD: EXPANSIONS 253
TABLE 274 LAMBDA: COMPANY OVERVIEW 254
TABLE 275 LAMBDA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 254
TABLE 276 LAMBDA: DEALS 255
TABLE 277 TENCENT CLOUD: COMPANY OVERVIEW 256
TABLE 278 TENCENT CLOUD: PRODUCTS/SERVICES/SOLUTIONS OFFERED 257
TABLE 279 TENCENT CLOUD: EXPANSIONS 257
TABLE 280 JARVISLABS.AI: COMPANY OVERVIEW 258
TABLE 281 JARVISLABS.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 258
TABLE 282 FLUIDSTACK: COMPANY OVERVIEW 259
TABLE 283 OVH SAS: COMPANY OVERVIEW 260
TABLE 284 E2E NETWORKS LIMITED: COMPANY OVERVIEW 261
TABLE 285 RUNPOD: COMPANY OVERVIEW 262
TABLE 286 SCALEMATRIX HOLDINGS, INC.: COMPANY OVERVIEW 263
TABLE 287 VAST.AI: COMPANY OVERVIEW 264
TABLE 288 ACECLOUD: COMPANY OVERVIEW 265
TABLE 289 SNOWCELL: COMPANY OVERVIEW 266
TABLE 290 LINODE LLC: COMPANY OVERVIEW 267
TABLE 291 YOTTA INFRASTRUCTURE: COMPANY OVERVIEW 268
TABLE 292 VULTR: COMPANY OVERVIEW 269
TABLE 293 DIGITALOCEAN, LLC: COMPANY OVERVIEW 270
TABLE 294 RACKSPACE TECHNOLOGY: COMPANY OVERVIEW 271
TABLE 295 GCORE: COMPANY OVERVIEW 272
TABLE 296 NEBIUS B.V.: COMPANY OVERVIEW 273
LIST OF FIGURES
FIGURE 1 GPU AS A SERVICE MARKET SEGMENTATION AND REGIONAL SCOPE 28
FIGURE 2 GPU AS A SERVICE MARKET: RESEARCH DESIGN 32
FIGURE 3 GPU AS A SERVICE MARKET SIZE ESTIMATION METHODOLOGY 38
FIGURE 4 GPU AS A SERVICE MARKET: TOP-DOWN APPROACH 39
FIGURE 5 GPU AS A SERVICE MARKET: BOTTOM-UP APPROACH 40
FIGURE 6 GPU AS A SERVICE MARKET: DATA TRIANGULATION 41
FIGURE 7 HIGH-END GPUS SEGMENT TO HOLD LARGEST MARKET SHARE IN 2030 45
FIGURE 8 IAAS SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 45
FIGURE 9 PUBLIC CLOUD SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030 46
FIGURE 10 AI & ML SEGMENT TO REGISTER HIGHEST CAGR BETWEEN 2025 AND 2030 46
FIGURE 11 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR IN GPU AS A SERVICE MARKET
FROM 2025 TO 2030 47
FIGURE 12 RAPID ADVANCES IN AI AND ECONOMIC GROWTH TO FOSTER MARKET GROWTH 48
FIGURE 13 HIGH-END GPUS SEGMENT TO EXHIBIT HIGHEST CAGR IN GPU AS A SERVICE MARKET DURING FORECAST PERIOD 48
FIGURE 14 LARGE ENTERPRISES SEGMENT TO DOMINATE MARKET FROM 2025 TO 2030 49
FIGURE 15 AI & ML SEGMENT TO ACCOUNT FOR LARGEST SHARE OF GPU AS A SERVICE MARKET IN 2030 49
FIGURE 16 AI & ML SEGMENT AND CHINA TO CAPTURE LARGEST SHARES OF ASIA PACIFIC GPU AS A SERVICE MARKET IN 2025 50
FIGURE 17 INDIA TO RECORD HIGHEST CAGR IN GLOBAL GPU AS A SERVICE MARKET FROM 2025 TO 2030 50
FIGURE 18 GPU AS A SERVICE MARKET: DRIVERS, RESTRAINTS,
OPPORTUNITIES, AND CHALLENGES 51
FIGURE 19 GPU AS A SERVICE MARKET: IMPACT ANALYSIS OF DRIVERS 52
FIGURE 20 GPU AS A SERVICE MARKET: IMPACT ANALYSIS OF RESTRAINTS 55
FIGURE 21 GPU AS A SERVICE MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 56
FIGURE 22 GPU AS A SERVICE MARKET: IMPACT ANALYSIS OF CHALLENGES 58
FIGURE 23 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS 59
FIGURE 24 AVERAGE SELLING PRICE TREND OF HIGH-END GPUS, BY REGION, 2021–2024 61
FIGURE 25 AVERAGE SELLING PRICE TREND OF MID-RANGE GPUS, BY REGION, 2021–2024 62
FIGURE 26 AVERAGE SELLING PRICE TREND OF ENTRY-LEVEL GPUS, BY REGION, 2021–2024 63
FIGURE 27 GPU AS A SERVICE MARKET: VALUE CHAIN ANALYSIS 64
FIGURE 28 GPU AS A SERVICE ECOSYSTEM ANALYSIS 66
FIGURE 29 PATENTS APPLIED AND GRANTED, 2014–2024 69
FIGURE 30 IMPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS FOR
TOP FIVE COUNTRIES, 2019–2023 73
FIGURE 31 EXPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS FOR
TOP FIVE COUNTRIES, 2019–2023 74
FIGURE 32 FUNDS RAISED BY VARIOUS GPU AS A SERVICE VENDORS, 2021–2024 78
FIGURE 33 GPU AS A SERVICE MARKET: PORTER’S FIVE FORCES ANALYSIS 85
FIGURE 34 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR
TOP THREE APPLICATIONS 87
FIGURE 35 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS 88
FIGURE 36 IAAS SEGMENT TO DOMINATE GPU AS A SERVICE MARKET
DURING FORECAST PERIOD 93
FIGURE 37 ASIA PACIFIC TO RECORD HIGHEST CAGR IN MARKET FOR PAAS
BETWEEN 2025 AND 2030 101
FIGURE 38 HIGH-END GPUS SEGMENT TO RECORD HIGHEST CAGR FROM 2025 TO 2030 109
FIGURE 39 PUBLIC CLOUD SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2030 114
FIGURE 40 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF MARKET FOR
PRIVATE CLOUD IN 2030 117
FIGURE 41 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2030 121
FIGURE 42 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN MARKET FOR SMES
DURING FORECAST PERIOD 124
FIGURE 43 AI & ML SEGMENT TO EXHIBIT HIGHEST CAGR BETWEEN 2025 AND 2030 126
FIGURE 44 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF GPU AS A SERVICE MARKET FOR HPC DURING FORECAST PERIOD 131
FIGURE 45 ASIA PACIFIC TO RECORD HIGHEST CAGR IN MARKET FOR GAMING & INTERACTIVE MEDIA FROM 2025 TO 2030 137
FIGURE 46 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 142
FIGURE 47 NORTH AMERICA: GPU AS A SERVICE MARKET SNAPSHOT 144
FIGURE 48 EUROPE: GPU AS A SERVICE MARKET SNAPSHOT 153
FIGURE 49 ASIA PACIFIC: GPU AS A SERVICE MARKET SNAPSHOT 168
FIGURE 50 GPU AS A SERVICE MARKET: REVENUE ANALYSIS OF TOP
FIVE PLAYERS, 2022–2024 201
FIGURE 51 MARKET SHARE ANALYSIS OF COMPANIES OFFERING GPU AS A SERVICE SOLUTIONS, 2024 201
FIGURE 52 COMPANY VALUATION 204
FIGURE 53 FINANCIAL METRICS (EV/EBITDA) 205
FIGURE 54 BRAND COMPARISON 206
FIGURE 55 GPU AS A SERVICE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024 208
FIGURE 56 GPU AS A SERVICE MARKET: COMPANY FOOTPRINT 209
FIGURE 57 GPU AS A SERVICE MARKET: COMPANY EVALUATION MATRIX
(STARTUPS/SMES), 2024 217
FIGURE 58 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT 225
FIGURE 59 MICROSOFT: COMPANY SNAPSHOT 230
FIGURE 60 GOOGLE: COMPANY SNAPSHOT 234
FIGURE 61 ORACLE: COMPANY SNAPSHOT 238
FIGURE 62 IBM: COMPANY SNAPSHOT 243
FIGURE 63 COREWEAVE: COMPANY SNAPSHOT 248
FIGURE 64 TENCENT CLOUD: COMPANY SNAPSHOT 256
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