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GPUaaS（GPU 即服務）市場按服務模式、GPU 類型、部署、企業類型、應用程式和地區分類 - 預測至 2030 年
市場調查報告書
商品編碼
1696196

GPUaaS（GPU 即服務）市場按服務模式、GPU 類型、部署、企業類型、應用程式和地區分類 - 預測至 2030 年

GPU as a Service Market by Service Model (IaaS, PaaS), GPU Type (High-end GPUs, Mid-range GPUs, Low-end GPUs), Deployment (Public Cloud, Private Cloud, Hybrid Cloud), Enterprise Type (Large Enterprises, SMEs) - Global Forecast to 2030
出版日期: | 出版商: MarketsandMarkets | 英文 282 Pages | 訂單完成後即時交付

價格

GPUaaS（GPU 即服務）市場規模預計在 2025 年將達到 82.1 億美元，預計在 2025 年至 2030 年期間的複合年成長率為 26.5%，在 2030 年達到 266.2 億美元。

GPUaaS 市場的成長是由視訊渲染、3D 內容創建和即時應用對高效能 GPU 的不斷成長的需求所推動的。遊戲、電影製作和建築等行業需要可擴展、經濟高效的 GPU 解決方案來實現複雜的視覺效果 (VFX) 和模擬。 GPUaaS 消除了對昂貴的內部部署 GPU 叢集的需求，並提供對雲端資源的按需存取。此外，虛幻引擎 5 等即時渲染引擎和人工智慧主導的內容生成的興起將進一步推動市場成長，實現身臨其境的虛擬體驗，並壓縮工作室、開發人員和內容創作者的製作時間。

研究範圍
調查年份 2020-2030
基準年 2024
預測期 2025-2030
考慮單位 金額（十億美元）
按細分市場 按服務模式、按 GPU 類型、按部署、按公司類型、按應用程式、按地區
目標區域 北美、歐洲、亞太地區、世界其他地區

由於 AI、ML 和複雜模擬對運算加速的需求不斷增加，高階 GPU 領域將見證 GPUaaS 市場的快速成長。 NVIDIA 的 H100 Tensor Core GPU 和 AMD 的 Instinct MI300X 等高階 GPU 提供了強大的運算能力，適合訓練大型語言模型 (LLM) 和生成式 AI 應用程式。例如，亞馬遜網路服務 (AWS) 正在為 EC2 UltraClusters 配備 NVIDIA H100 GPU，以支援具有兆參數的 AI 模型。同樣，Microsoft Azure 和 Google Cloud 正在整合高階 GPU，為企業提供可擴展的 AI 基礎架構。電影和遊戲產業也促進了這一成長，使用高階 GPU 進行即時渲染、特效 (VFX) 和身臨其境型虛擬體驗。 Epic Games 的 Unreal Engine 5 等平台利用 GPU 即服務來實現逼真的虛擬製作。此外，在醫療保健和科學研究等領域，GPUaaS 正用於藥物研發和醫學影像分析。隨著各行業對人工智慧的應用不斷增加，企業正在選擇高階 GPU 來滿足其日益成長的運算需求。靈活的計量收費雲端模式將擴大對這些強大資產的訪問，進一步推動高階 GPU 領域的成長。

鑑於大型企業對運算的要求高且廣泛採用 AI，預計將在 GPUaaS 市場中佔據最高的市場佔有率。跨國企業集團、財富 500 強公司以及醫療、金融、汽車和媒體等領域的行業領導者正在廣泛使用 GPUaaS 用於醫學成像、藥物研發、詐騙偵測和即時分析等 AI 應用。這種成長是由可擴展 GPU 資源的需求推動的，以管理複雜的工作負載，例如大規模語言模型 (LLM) 訓練和演算法交易。雲端服務供應商提供量身訂製的解決方案，包括專用的 GPU 叢集、高頻寬網路和企業級安全性，以滿足大型企業的客製化需求。此外，多重雲端和混合雲端可擴展性允許企業最佳化成本，同時確保低延遲和高可用性。企業可受益於長期合約、可預測的 GPU 使用成本以及最新的 GPU 技術。關鍵任務應用程式產業的開發人員通常會為自動駕駛汽車開發和財務建模等活動分配專用的 GPU 資源。隨著人工智慧的採用率不斷提高以及對資料主導決策的依賴不斷增加，大型企業將繼續主導 GPUaaS 市場，利用可擴展運算的靈活性和成本效益。

由於雲端運算的加速成長、人工智慧的不斷普及以及對資料中心基礎設施的大量投資，預計亞太地區的 GPUaaS 市場將顯著成長。這一成長是由中國、日本、韓國和印度透過政府舉措、私人投資和技術創新所推動的。例如，2023年5月，中國政府制定了建立人工智慧產業基地和推動人工智慧研究的計畫。此外，《深圳市人工智慧條例》等政策透過鼓勵公共資料共用和企業創新來支持人工智慧的應用。日本正在對人工智慧基礎設施進行巨額投資。微軟將在2024年4月於日本投資29億美元建置雲端運算和人工智慧基礎設施，Oracle已承諾投資80億美元建置雲端資料中心。這些計劃將為企業提供適用於 AI 應用的可擴充 GPU 容量。印度也透過其 IndiaAI舉措推進 GPUaaS 的採用。 2024年3月，印度政府核准投資1,240億美元，部署超過10,000個GPU，以支持AI研究和Start-Ups。透過這些策略投資和努力，亞太地區已成為 GPUaaS 市場的高成長地區。

本報告研究了全球 GPUaaS（GPU 即服務）市場，並總結了服務模式、GPU 類型、部署類型、公司類型、應用程式和地區的趨勢，以及參與市場的公司概況。

目錄

第 1 章 簡介

第2章調查方法

第3章執行摘要

第 4 章重要考察

第5章 市場概況

  • 介紹
  • 市場動態
    • 驅動程式
    • 限制因素
    • 機會
    • 任務
  • 影響客戶業務的趨勢/中斷
  • 定價分析
    • 主要參與企業GPU 類型參考價格（2024 年）
    • 2024 年 GPU 類型的參考價格
    • 2021 年至 2024 年各地區高階 GPU 平均售價趨勢
    • 2021 年至 2024 年各地區中階GPU 平均售價趨勢
    • 2021 年至 2024 年各區入門 GPU 平均售價趨勢
  • 價值鏈分析
  • 生態系分析
  • 技術分析
  • 專利分析
  • 貿易分析
  • 2025-2026 年重要會議與活動
  • 案例研究分析
  • 投資金籌措場景
  • 監管狀態
  • 波特五力分析
  • 主要相關人員和購買流程

第6章 GPUaaS定價模式

  • 介紹
  • 按需實例
  • 預留實例
  • Spot 實例

第 7 章 GPUaaS 市場（依服務模式）

  • 介紹
  • IAAS
  • PAAS

第 8 章 GPUaaS 市場（依 GPU 類型）

  • 介紹
  • 高階 GPU
  • 中階GPU
  • 入門級 GPU

第 9 章 GPUaaS 市場（按部署）

  • 介紹
  • 公共雲端
  • 私有雲端
  • 混合雲端

第 10 章 GPUaaS 市場（依公司類型）

  • 介紹
  • 大型企業
  • 中小型企業

第 11 章 GPUaaS 市場（按應用分類）

  • 介紹
  • 人工智慧和機器學習
  • 高效能運算
  • 媒體和娛樂
  • 其他

第 12 章 GPUaaS 市場（按地區）

  • 介紹
  • 北美洲
    • 北美宏觀經濟展望
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 歐洲宏觀經濟展望
    • 英國
    • 德國
    • 法國
    • 義大利
    • 西班牙
    • 波蘭
    • 北歐的
    • 其他
  • 亞太地區
    • 亞太宏觀經濟展望
    • 中國
    • 日本
    • 韓國
    • 印度
    • 澳洲
    • 印尼
    • 馬來西亞
    • 泰國
    • 越南
    • 其他
  • 其他地區
    • 世界其他地區宏觀經濟展望
    • 中東
    • 非洲
    • 南美洲

第13章 競爭格局

  • 介紹
  • 主要參與企業的策略/優勢，2023-2025 年
  • 2022-2024 年收益分析
  • 2024 年市場佔有率分析
  • 公司估值與財務指標
  • 品牌比較
  • 公司估值矩陣：主要參與企業，2024 年
  • 公司估值矩陣：Start-Ups/中小企業，2024 年
  • 競爭場景

第14章 公司簡介

  • 主要參與企業
    • AMAZON WEB SERVICES, INC.
    • MICROSOFT
    • GOOGLE
    • ORACLE
    • IBM
    • COREWEAVE
    • ALIBABA CLOUD
    • LAMBDA
    • TENCENT CLOUD
    • JARVISLABS.AI
  • 其他公司
    • FLUIDSTACK
    • OVH SAS
    • E2E NETWORKS LIMITED
    • RUNPOD
    • SCALEMATRIX HOLDINGS, INC.
    • VAST.AI
    • ACECLOUD
    • SNOWCELL
    • LINODE LLC
    • YOTTA INFRASTRUCTURE
    • VULTR
    • DIGITALOCEAN, LLC
    • RACKSPACE TECHNOLOGY
    • GCORE
    • NEBIUS BV

第15章 附錄

Product Code: SE 9304

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. 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.

Scope of the Report
Years Considered for the Study2020-2030
Base Year2024
Forecast Period2025-2030
Units ConsideredValue (USD Billion)
SegmentsBy Service model, GPU type, Business model, Deployment, Enterprise type, Application, and Region
Regions coveredNorth America, Europe, APAC, RoW

"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

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED AND REGIONAL SCOPE
    • 1.3.2 INCLUSIONS AND EXCLUSIONS
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
  • 1.5 LIMITATIONS
  • 1.6 STAKEHOLDERS

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • 2.1.1 SECONDARY AND PRIMARY RESEARCH
    • 2.1.2 SECONDARY DATA
      • 2.1.2.1 List of key secondary sources
      • 2.1.2.2 Key data from secondary sources
    • 2.1.3 PRIMARY DATA
      • 2.1.3.1 List of primary interview participants
      • 2.1.3.2 Breakdown of primaries
      • 2.1.3.3 Key data from primary sources
      • 2.1.3.4 Key industry insights
  • 2.2 MARKET SIZE ESTIMATION METHODOLOGY
    • 2.2.1 TOP-DOWN APPROACH
      • 2.2.1.1 Approach to arrive at market size using top-down analysis (supply side)
    • 2.2.2 BOTTOM-UP APPROACH
      • 2.2.2.1 Approach to arrive at market size using bottom-up analysis (demand side)
  • 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
  • 2.4 RESEARCH ASSUMPTIONS
  • 2.5 RESEARCH LIMITATIONS
  • 2.6 RISK ANALYSIS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN GPU AS A SERVICE MARKET
  • 4.2 GPU AS A SERVICE MARKET, BY GPU TYPE
  • 4.3 GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE
  • 4.4 GPU AS A SERVICE MARKET, BY APPLICATION
  • 4.5 GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY APPLICATION AND COUNTRY
  • 4.6 GPU AS A SERVICE MARKET, BY COUNTRY

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • 5.2.1 DRIVERS
      • 5.2.1.1 Surging use of cloud-powered AI, ML, and DL frameworks
      • 5.2.1.2 Increasing need for budget-friendly yet high-performance GPU solutions from enterprises
      • 5.2.1.3 Growing deployment of GPU as a service model in gaming and virtualization applications
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Supply chain bottlenecks and AI demand dynamics
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Revolutionizing media production workflows
      • 5.2.3.2 Increasing investments in AI infrastructure by cloud service providers
      • 5.2.3.3 Rise of pure-play GPU companies
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Managing high power consumption and cooling needs in cloud GPUs
      • 5.2.4.2 Confronting security, performance, and scalability challenges in multi-tenant environments
  • 5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
  • 5.4 PRICING ANALYSIS
    • 5.4.1 INDICATIVE PRICING OF GPU TYPES, BY KEY PLAYER, 2024
    • 5.4.2 INDICATIVE PRICING OF GPU TYPES, 2024
    • 5.4.3 AVERAGE SELLING PRICE TREND OF HIGH-END GPUS, BY REGION, 2021-2024
    • 5.4.4 AVERAGE SELLING PRICE TREND OF MID-RANGE GPUS, BY REGION, 2021-2024
    • 5.4.5 AVERAGE SELLING PRICE TREND OF ENTRY-LEVEL GPU TYPE, BY REGION, 2021-2024
  • 5.5 VALUE CHAIN ANALYSIS
  • 5.6 ECOSYSTEM ANALYSIS
  • 5.7 TECHNOLOGY ANALYSIS
    • 5.7.1 KEY TECHNOLOGIES
      • 5.7.1.1 Cloud infrastructure and virtualization
      • 5.7.1.2 Containerization and orchestration
    • 5.7.2 COMPLEMENTARY TECHNOLOGIES
      • 5.7.2.1 High-bandwidth memory (HBM3/E)
    • 5.7.3 ADJACENT TECHNOLOGIES
      • 5.7.3.1 High-performance computing (HPC)
  • 5.8 PATENT ANALYSIS
  • 5.9 TRADE ANALYSIS
    • 5.9.1 IMPORT DATA (HS CODE 847330)
    • 5.9.2 EXPORT DATA (HS CODE 847330)
  • 5.10 KEY CONFERENCES AND EVENTS, 2025-2026
  • 5.11 CASE STUDY ANALYSIS
    • 5.11.1 NEARMAP REDUCES COMPUTING COST AND INCREASES DATA PROCESSING CAPACITY USING AMAZON EC2 G4 INSTANCES
    • 5.11.2 SOLUNA DEPLOYS AARNA.ML'S GPU CLOUD MANAGEMENT SOFTWARE TO BOOST ITS MARKETPLACE REACH
    • 5.11.3 COMPUTER VISION TECHNOLOGY COMPANY INCREASES GPU UTILIZATION TO IMPROVE PRODUCTIVITY AND REDUCE DL TRAINING TIME
    • 5.11.4 EPFL OPTIMIZES AI INFRASTRUCTURE TO PRIORITIZE WORKLOAD DEMANDS USING RUN:AI'S GPU ORCHESTRATION PLATFORM
  • 5.12 INVESTMENT AND FUNDING SCENARIO
  • 5.13 REGULATORY LANDSCAPE
    • 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.13.2 STANDARDS
  • 5.14 PORTER'S FIVE FORCES ANALYSIS
    • 5.14.1 THREAT OF NEW ENTRANTS
    • 5.14.2 THREAT OF SUBSTITUTES
    • 5.14.3 BARGAINING POWER OF SUPPLIERS
    • 5.14.4 BARGAINING POWER OF BUYERS
    • 5.14.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.15 KEY STAKEHOLDERS AND BUYING PROCESS
    • 5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • 5.15.2 BUYING CRITERIA

6 GPU AS A SERVICE PRICING MODELS

  • 6.1 INTRODUCTION
  • 6.2 ON-DEMAND INSTANCES
  • 6.3 RESERVED INSTANCES
  • 6.4 SPOT INSTANCES

7 GPU AS A SERVICE MARKET, BY SERVICE MODEL

  • 7.1 INTRODUCTION
  • 7.2 IAAS
    • 7.2.1 RISE IN EDGE COMPUTING AND REAL-TIME DATA PROCESSING TO BOOST SEGMENTAL GROWTH
  • 7.3 PAAS
    • 7.3.1 COST EFFICIENCY, SCALABILITY, AND OPERATIONAL SIMPLICITY TO CONTRIBUTE TO SEGMENTAL GROWTH

8 GPU AS A SERVICE MARKET, BY GPU TYPE

  • 8.1 INTRODUCTION
  • 8.2 HIGH-END GPUS
    • 8.2.1 MOUNTING ADOPTION IN AI RESEARCH, NEXT-GEN CLOUD COMPUTING, AND COMPLEX HPC APPLICATIONS TO DRIVE MARKET
  • 8.3 MID-RANGE GPUS
    • 8.3.1 GROWING EMERGENCE AS COST-EFFECTIVE ALTERNATIVE TO HIGH-END GPUS TO FUEL SEGMENTAL GROWTH
  • 8.4 ENTRY-LEVEL GPUS
    • 8.4.1 RISING ADOPTION TO SUPPORT DIGITAL TRANSFORMATION BY SMALL BUSINESSES TO BOLSTER SEGMENTAL GROWTH

9 GPU AS A SERVICE MARKET, BY DEPLOYMENT

  • 9.1 INTRODUCTION
  • 9.2 PUBLIC CLOUD
    • 9.2.1 SCALABILITY AND HIGH-PERFORMANCE COMPUTING CAPABILITIES TO AUGMENT SEGMENTAL GROWTH
  • 9.3 PRIVATE CLOUD
    • 9.3.1 ENHANCED CONTROL, SECURITY, AND CUSTOMIZATION TO FOSTER SEGMENTAL GROWTH
  • 9.4 HYBRID CLOUD
    • 9.4.1 ABILITY TO HANDLE DYNAMIC WORKLOADS AND DATA SECURITY TO ACCELERATE SEGMENTAL GROWTH

10 GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE

  • 10.1 INTRODUCTION
  • 10.2 LARGE ENTERPRISES
    • 10.2.1 RISING DEMAND FOR AI-POWERED SOLUTIONS, BIG DATA ANALYTICS, AND REAL-TIME DECISION-MAKING TO DRIVE MARKET
  • 10.3 SMES
    • 10.3.1 INCREASING ADOPTION OF CLOUD-BASED AI SERVICES TO BOOST SEGMENTAL GROWTH

11 GPU AS A SERVICE MARKET, BY APPLICATION

  • 11.1 INTRODUCTION
  • 11.2 AI & ML
    • 11.2.1 TRAINING
      • 11.2.1.1 Requirement for high computational power to contribute to segmental growth
    • 11.2.2 INFERENCE
      • 11.2.2.1 Rapid advances in edge computing to accelerate segmental growth
  • 11.3 HPC
    • 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
  • 11.4 MEDIA & ENTERTAINMENT
    • 11.4.1 VIDEO PROCESSING & STREAMING
      • 11.4.1.1 Rising emphasis on optimizing compression, reducing latency, and enhancing video resolution to foster segmental growth
    • 11.4.2 3D RENDERING & ANIMATION
      • 11.4.2.1 Growing focus on accelerating visual effects, motion graphics, and 3D animation workflows to drive market
    • 11.4.3 GAMING & INTERACTIVE MEDIA
      • 11.4.3.1 Increasing development of real-time ray tracing, AI-generated graphics, and virtual world simulations to augment segmental growth
    • 11.4.4 OTHER MEDIA & ENTERTAINMENT APPLICATIONS
  • 11.5 OTHER APPLICATIONS

12 GPU AS A SERVICE MARKET, BY REGION

  • 12.1 INTRODUCTION
  • 12.2 NORTH AMERICA
    • 12.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA
    • 12.2.2 US
      • 12.2.2.1 Rising deployment of AI for data-driven decision-making and automation to drive market
    • 12.2.3 CANADA
      • 12.2.3.1 Increasing establishment of data centers and cloud computing adoption to boost market growth
    • 12.2.4 MEXICO
      • 12.2.4.1 Growing implementation of digital transformation policies to enhance operational efficiency to fuel market growth
  • 12.3 EUROPE
    • 12.3.1 MACROECONOMIC OUTLOOK FOR EUROPE
    • 12.3.2 UK
      • 12.3.2.1 Thriving video game industry to contribute to market growth
    • 12.3.3 GERMANY
      • 12.3.3.1 Increasing investment in AI to enhance automation and predictive maintenance to create lucrative opportunities
    • 12.3.4 FRANCE
      • 12.3.4.1 Growing emphasis on technological and industrial innovation to boost market growth
    • 12.3.5 ITALY
      • 12.3.5.1 Rising focus on enhancing digital infrastructure development to fuel market growth
    • 12.3.6 SPAIN
      • 12.3.6.1 Increasing migration toward cloud platforms to spur demand
    • 12.3.7 POLAND
      • 12.3.7.1 Rapid advances in high-performance computing to contribute to market growth
    • 12.3.8 NORDICS
      • 12.3.8.1 Rising adoption of accelerated computing technology in data centers to foster market growth
    • 12.3.9 REST OF EUROPE
  • 12.4 ASIA PACIFIC
    • 12.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC
    • 12.4.2 CHINA
      • 12.4.2.1 Rapid proliferation of IoT devices and immense data generation to drive market
    • 12.4.3 JAPAN
      • 12.4.3.1 Increasing investment in AI and cloud infrastructure to fuel market growth
    • 12.4.4 SOUTH KOREA
      • 12.4.4.1 Rising development of AI chips and server solutions by tech giants to accelerate market growth
    • 12.4.5 INDIA
      • 12.4.5.1 Rapid establishment of AI research centers to offer lucrative growth opportunities
    • 12.4.6 AUSTRALIA
      • 12.4.6.1 Increasing development of robust AI ecosystem through strategic investments to augment market growth
    • 12.4.7 INDONESIA
      • 12.4.7.1 Mounting adoption of cloud services to contribute to market growth
    • 12.4.8 MALAYSIA
      • 12.4.8.1 Rising deployment of AI-driven solutions by industries to fuel market growth
    • 12.4.9 THAILAND
      • 12.4.9.1 Increasing investment in smart cities, fintech, and healthcare AI to bolster market growth
    • 12.4.10 VIETNAM
      • 12.4.10.1 Rapid expansion of 5G infrastructure, cloud computing, and AI-driven digital services to drive market
    • 12.4.11 REST OF ASIA PACIFIC
  • 12.5 ROW
    • 12.5.1 MACROECONOMIC OUTLOOK FOR ROW
    • 12.5.2 MIDDLE EAST
      • 12.5.2.1 Bahrain
        • 12.5.2.1.1 Government initiatives to foster innovation and digital transformation to foster market growth
      • 12.5.2.2 Kuwait
        • 12.5.2.2.1 Growing focus on optimizing data processing and enhancing network performance to drive market
      • 12.5.2.3 Oman
        • 12.5.2.3.1 Rising awareness about benefits of HPC technology to contribute to market growth
      • 12.5.2.4 Qatar
        • 12.5.2.4.1 Burgeoning investment in digital infrastructure to augment market growth
      • 12.5.2.5 Saudi Arabia
        • 12.5.2.5.1 Increasing deployment of cloud computing and HPC technologies to accelerate market growth
      • 12.5.2.6 UAE
        • 12.5.2.6.1 Rising adoption of 5G and advanced networks to bolster market growth
      • 12.5.2.7 Rest of Middle East
    • 12.5.3 AFRICA
      • 12.5.3.1 South Africa
        • 12.5.3.1.1 Mounting demand for cloud computing to drive market
      • 12.5.3.2 Other African countries
    • 12.5.4 SOUTH AMERICA
      • 12.5.4.1 Expansion of cloud data centers to boost market growth

13 COMPETITIVE LANDSCAPE

  • 13.1 INTRODUCTION
  • 13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2023-2025
  • 13.3 REVENUE ANALYSIS, 2022-2024
  • 13.4 MARKET SHARE ANALYSIS, 2024
  • 13.5 COMPANY VALUATION AND FINANCIAL METRICS
  • 13.6 BRAND COMPARISON
  • 13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024
    • 13.7.1 STARS
    • 13.7.2 EMERGING LEADERS
    • 13.7.3 PERVASIVE PLAYERS
    • 13.7.4 PARTICIPANTS
    • 13.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024
      • 13.7.5.1 Company footprint
      • 13.7.5.2 Region footprint
      • 13.7.5.3 Service model footprint
      • 13.7.5.4 GPU type footprint
      • 13.7.5.5 Deployment footprint
      • 13.7.5.6 Enterprise type footprint
      • 13.7.5.7 Application footprint
  • 13.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024
    • 13.8.1 PROGRESSIVE COMPANIES
    • 13.8.2 RESPONSIVE COMPANIES
    • 13.8.3 DYNAMIC COMPANIES
    • 13.8.4 STARTING BLOCKS
    • 13.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024
      • 13.8.5.1 Detailed list of key startups/SMEs
      • 13.8.5.2 Competitive benchmarking of key startups/SMEs
  • 13.9 COMPETITIVE SCENARIO
    • 13.9.1 PRODUCT LAUNCHES
    • 13.9.2 DEALS

14 COMPANY PROFILES

  • 14.1 KEY PLAYERS
    • 14.1.1 AMAZON WEB SERVICES, INC.
      • 14.1.1.1 Business overview
      • 14.1.1.2 Products/Solutions/Services offered
      • 14.1.1.3 Recent developments
        • 14.1.1.3.1 Product launches
        • 14.1.1.3.2 Deals
      • 14.1.1.4 MnM view
        • 14.1.1.4.1 Key strengths/Right to win
        • 14.1.1.4.2 Strategic choices
        • 14.1.1.4.3 Weaknesses/Competitive threats
    • 14.1.2 MICROSOFT
      • 14.1.2.1 Business overview
      • 14.1.2.2 Products/Solutions/Services offered
      • 14.1.2.3 Recent developments
        • 14.1.2.3.1 Deals
      • 14.1.2.4 MnM view
        • 14.1.2.4.1 Key strengths/Right to win
        • 14.1.2.4.2 Strategic choices
        • 14.1.2.4.3 Weaknesses/Competitive threats
    • 14.1.3 GOOGLE
      • 14.1.3.1 Business overview
      • 14.1.3.2 Products/Solutions/Services offered
      • 14.1.3.3 Recent developments
        • 14.1.3.3.1 Product launches
        • 14.1.3.3.2 Deals
      • 14.1.3.4 MnM view
        • 14.1.3.4.1 Key strengths/Right to win
        • 14.1.3.4.2 Strategic choices
        • 14.1.3.4.3 Weaknesses/Competitive threats
    • 14.1.4 ORACLE
      • 14.1.4.1 Business overview
      • 14.1.4.2 Products/Solutions/Services offered
      • 14.1.4.3 Recent developments
        • 14.1.4.3.1 Product launches
        • 14.1.4.3.2 Deals
      • 14.1.4.4 MnM view
        • 14.1.4.4.1 Key strengths/Right to win
        • 14.1.4.4.2 Strategic choices
        • 14.1.4.4.3 Weaknesses/Competitive threats
    • 14.1.5 IBM
      • 14.1.5.1 Business overview
      • 14.1.5.2 Products/Solutions/Services offered
      • 14.1.5.3 Recent developments
        • 14.1.5.3.1 Product launches
        • 14.1.5.3.2 Deals
      • 14.1.5.4 MnM view
        • 14.1.5.4.1 Key strengths/Right to win
        • 14.1.5.4.2 Strategic choices
        • 14.1.5.4.3 Weaknesses/Competitive threats
    • 14.1.6 COREWEAVE
      • 14.1.6.1 Business overview
      • 14.1.6.2 Products/Solutions/Services offered
      • 14.1.6.3 Recent developments
        • 14.1.6.3.1 Product launches
        • 14.1.6.3.2 Deals
        • 14.1.6.3.3 Expansions
    • 14.1.7 ALIBABA CLOUD
      • 14.1.7.1 Business overview
      • 14.1.7.2 Products/Solutions/Services offered
      • 14.1.7.3 Recent developments
        • 14.1.7.3.1 Expansions
    • 14.1.8 LAMBDA
      • 14.1.8.1 Business overview
      • 14.1.8.2 Products/Solutions/Services offered
      • 14.1.8.3 Recent developments
        • 14.1.8.3.1 Deals
    • 14.1.9 TENCENT CLOUD
      • 14.1.9.1 Business overview
      • 14.1.9.2 Products/Solutions/Services offered
      • 14.1.9.3 Recent developments
        • 14.1.9.3.1 Expansions
    • 14.1.10 JARVISLABS.AI
      • 14.1.10.1 Business overview
      • 14.1.10.2 Products/Solutions/Services offered
  • 14.2 OTHER PLAYERS
    • 14.2.1 FLUIDSTACK
    • 14.2.2 OVH SAS
    • 14.2.3 E2E NETWORKS LIMITED
    • 14.2.4 RUNPOD
    • 14.2.5 SCALEMATRIX HOLDINGS, INC.
    • 14.2.6 VAST.AI
    • 14.2.7 ACECLOUD
    • 14.2.8 SNOWCELL
    • 14.2.9 LINODE LLC
    • 14.2.10 YOTTA INFRASTRUCTURE
    • 14.2.11 VULTR
    • 14.2.12 DIGITALOCEAN, LLC
    • 14.2.13 RACKSPACE TECHNOLOGY
    • 14.2.14 GCORE
    • 14.2.15 NEBIUS B.V.

15 APPENDIX

  • 15.1 DISCUSSION GUIDE
  • 15.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 15.3 CUSTOMIZATION OPTIONS
  • 15.4 RELATED REPORTS
  • 15.5 AUTHOR DETAILS

List of Tables

  • TABLE 1 GPU AS A SERVICE MARKET: RESEARCH ASSUMPTIONS
  • TABLE 2 GPU AS A SERVICE MARKET: RISK ANALYSIS
  • TABLE 3 INDICATIVE PRICING OF GPU TYPES PROVIDED BY KEY PLAYERS, 2024 (USD/HOUR)
  • TABLE 4 INDICATIVE PRICING OF GPU TYPES, 2024 (USD/HOUR)
  • TABLE 5 AVERAGE SELLING PRICE TREND OF HIGH-END GPUS, BY REGION, 2021-2024 (USD/HOUR)
  • TABLE 6 AVERAGE SELLING PRICE TREND OF MID-RANGE GPUS, BY REGION, 2021-2024 (USD/HOUR)
  • TABLE 7 AVERAGE SELLING PRICE TREND OF ENTRY-LEVEL GPUS, BY REGION, 2021-2024 (USD/HOUR)
  • TABLE 8 ROLE OF COMPANIES IN GPU AS A SERVICE ECOSYSTEM
  • TABLE 9 LIST OF PATENTS, 2021-2024
  • TABLE 10 IMPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2019-2023 (USD MILLION)
  • TABLE 11 EXPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2019-2023 (USD MILLION)
  • TABLE 12 LIST OF KEY CONFERENCES AND EVENTS, 2025-2026
  • TABLE 13 NEARMAP REDUCES COMPUTING COST AND INCREASES DATA PROCESSING CAPACITY USING AMAZON EC2 G4 INSTANCES
  • TABLE 14 SOLUNA DEPLOYS AARNA.ML'S GPU CLOUD MANAGEMENT SOFTWARE TO BOOST ITS MARKETPLACE REACH
  • TABLE 15 COMPUTER VISION TECHNOLOGY COMPANY INCREASES GPU UTILIZATION TO IMPROVE PRODUCTIVITY AND REDUCE DL TRAINING TIME
  • TABLE 16 EPFL OPTIMIZES AI INFRASTRUCTURE TO PRIORITIZE WORKLOAD DEMANDS USING RUN:AI'S GPU ORCHESTRATION PLATFORM
  • TABLE 17 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 18 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 19 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 20 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 21 GPU AS A SERVICE MARKET: STANDARDS
  • TABLE 22 GPU AS A SERVICE MARKET: PORTER'S FIVE FORCES ANALYSIS
  • TABLE 23 IMPACT OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS (%)
  • TABLE 24 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
  • TABLE 25 GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 26 GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 27 IAAS: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 28 IAAS: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 29 IAAS: GPU AS A SERVICE MARKET IN NORTH AMERICA, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 30 IAAS: GPU AS A SERVICE MARKET IN NORTH AMERICA, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 31 IAAS: GPU AS A SERVICE MARKET IN EUROPE, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 32 IAAS: GPU AS A SERVICE MARKET IN EUROPE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 33 IAAS: GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 34 IAAS: GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 35 IAAS: GPU AS A SERVICE MARKET IN ROW, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 36 IAAS: GPU AS A SERVICE MARKET IN ROW, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 37 IAAS: GPU AS A SERVICE MARKET IN MIDDLE EAST, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 38 IAAS: GPU AS A SERVICE MARKET IN MIDDLE EAST, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 39 IAAS: GPU AS A SERVICE MARKET IN AFRICA, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 40 IAAS: GPU AS A SERVICE MARKET IN AFRICA, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 41 IAAS: GPU AS A SERVICE MARKET, BY GPU TYPE, 2021-2024 (USD MILLION)
  • TABLE 42 IAAS: GPU AS A SERVICE MARKET, BY GPU TYPE, 2025-2030 (USD MILLION)
  • TABLE 43 PAAS: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 44 PAAS: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 45 PAAS: GPU AS A SERVICE MARKET IN NORTH AMERICA, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 46 PAAS: GPU AS A SERVICE MARKET IN NORTH AMERICA, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 47 PAAS: GPU AS A SERVICE MARKET IN EUROPE, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 48 PAAS: GPU AS A SERVICE MARKET IN EUROPE, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 49 PAAS: GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 50 PAAS: GPU AS A SERVICE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 51 PAAS: GPU AS A SERVICE MARKET IN ROW, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 52 PAAS: GPU AS A SERVICE MARKET IN ROW, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 53 PAAS: GPU AS A SERVICE MARKET IN MIDDLE EAST, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 54 PAAS: GPU AS A SERVICE MARKET IN MIDDLE EAST, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 55 PAAS: GPU AS A SERVICE MARKET IN AFRICA, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 56 PAAS: GPU AS A SERVICE MARKET IN AFRICA, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 57 PAAS: GPU AS A SERVICE MARKET, BY GPU TYPE, 2021-2024 (USD MILLION)
  • TABLE 58 PAAS: GPU AS A SERVICE MARKET, BY GPU TYPE, 2025-2030 (USD MILLION)
  • TABLE 59 GPU AS A SERVICE MARKET, BY GPU TYPE, 2021-2024 (USD MILLION)
  • TABLE 60 GPU AS A SERVICE MARKET, BY GPU TYPE, 2025-2030 (USD MILLION)
  • TABLE 61 HIGH-END GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 62 HIGH-END GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 63 MID-RANGE GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 64 MID-RANGE GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 65 ENTRY-LEVEL GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 66 ENTRY-LEVEL GPUS: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 67 GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 68 GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 69 PUBLIC CLOUD: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 70 PUBLIC CLOUD: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 71 PRIVATE CLOUD: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 72 PRIVATE CLOUD: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 73 HYBRID CLOUD: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 74 HYBRID CLOUD: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 75 GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 76 GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 77 LARGE ENTERPRISES: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 78 LARGE ENTERPRISES: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 79 SMES: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 80 SMES: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 81 GPU AS A SERVICE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 82 GPU AS A SERVICE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 83 AI & ML: GPU AS A SERVICE MARKET, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 84 AI & ML: GPU AS A SERVICE MARKET, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 85 AI & ML: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 86 AI & ML: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 87 TRAINING: GPU AS A SERVICE MARKET FOR AI & ML, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 88 TRAINING: GPU AS A SERVICE MARKET FOR AI & ML, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 89 INFERENCE: GPU AS A SERVICE MARKET FOR AI & ML, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 90 INFERENCE: GPU AS A SERVICE MARKET FOR AI & ML, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 91 HPC: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 92 HPC: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 93 MEDIA & ENTERTAINMENT: GPU AS A SERVICE MARKET, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 94 MEDIA & ENTERTAINMENT: GPU AS A SERVICE MARKET, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 95 MEDIA & ENTERTAINMENT: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 96 MEDIA & ENTERTAINMENT: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 97 VIDEO PROCESSING & STREAMING: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 98 VIDEO PROCESSING & STREAMING: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 99 3D RENDERING & ANIMATION: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 100 3D RENDERING & ANIMATION: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 101 GAMING & INTERACTIVE MEDIA: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 102 GAMING & INTERACTIVE MEDIA: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 103 OTHER MEDIA & ENTERTAINMENT APPLICATIONS: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 104 OTHER MEDIA & ENTERTAINMENT APPLICATIONS: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 105 OTHER APPLICATIONS: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 106 OTHER APPLICATIONS: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 107 GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 108 GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 109 NORTH AMERICA: GPU AS A SERVICE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 110 NORTH AMERICA: GPU AS A SERVICE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 111 NORTH AMERICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 112 NORTH AMERICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 113 NORTH AMERICA: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 114 NORTH AMERICA: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 115 NORTH AMERICA: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 116 NORTH AMERICA: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 117 NORTH AMERICA: GPU AS A SERVICE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 118 NORTH AMERICA: GPU AS A SERVICE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 119 NORTH AMERICA: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 120 NORTH AMERICA: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 121 NORTH AMERICA: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 122 NORTH AMERICA: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 123 US: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 124 US: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 125 CANADA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 126 CANADA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 127 MEXICO: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 128 MEXICO: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 129 EUROPE: GPU AS A SERVICE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 130 EUROPE: GPU AS A SERVICE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 131 EUROPE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 132 EUROPE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 133 EUROPE: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 134 EUROPE: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 135 EUROPE: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 136 EUROPE: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 137 EUROPE: GPU AS A SERVICE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 138 EUROPE: GPU AS A SERVICE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 139 EUROPE: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 140 EUROPE: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 141 EUROPE: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 142 EUROPE: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 143 UK: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 144 UK: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 145 GERMANY: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 146 GERMANY: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 147 FRANCE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 148 FRANCE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 149 ITALY: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 150 ITALY: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 151 SPAIN: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 152 SPAIN: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 153 POLAND: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 154 POLAND: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 155 NORDICS: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 156 NORDICS: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 157 REST OF EUROPE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 158 REST OF EUROPE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 159 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 160 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 161 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 162 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 163 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 164 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 165 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 166 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 167 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 168 ASIA PACIFIC: GPU AS A SERVICE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 169 ASIA PACIFIC: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 170 ASIA PACIFIC: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 171 ASIA PACIFIC: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 172 ASIA PACIFIC: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 173 CHINA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 174 CHINA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 175 JAPAN: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 176 JAPAN: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 177 SOUTH KOREA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 178 SOUTH KOREA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 179 INDIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 180 INDIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 181 AUSTRALIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 182 AUSTRALIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 183 INDONESIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 184 INDONESIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 185 MALAYSIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 186 MALAYSIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 187 THAILAND: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 188 THAILAND: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 189 VIETNAM: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 190 VIETNAM: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 191 REST OF ASIA PAIFIC: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 192 REST OF ASIA PAIFIC: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 193 ROW: GPU AS A SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 194 ROW: GPU AS A SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 195 ROW: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 196 ROW: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 197 ROW: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 198 ROW: GPU AS A SERVICE MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 199 ROW: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 200 ROW: GPU AS A SERVICE MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 201 ROW: GPU AS A SERVICE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 202 ROW: GPU AS A SERVICE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 203 ROW: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 204 ROW: GPU AS A SERVICE MARKET FOR AI & ML, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 205 ROW: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 206 ROW: GPU AS A SERVICE MARKET FOR MEDIA & ENTERTAINMENT, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 207 MIDDLE EAST: GPU AS A SERVICE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 208 MIDDLE EAST: GPU AS A SERVICE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 209 MIDDLE EAST: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 210 MIDDLE EAST: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 211 BAHRAIN: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 212 BAHRAIN: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 213 KUWAIT: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 214 KUWAIT: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 215 OMAN: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 216 OMAN: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 217 QATAR: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 218 QATAR: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 219 SAUDI ARABIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 220 SAUDI ARABIA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 221 UAE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 222 UAE: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 223 REST OF MIDDLE EAST: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 224 REST OF MIDDLE EAST: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 225 AFRICA: GPU AS A SERVICE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 226 AFRICA: GPU AS A SERVICE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 227 AFRICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 228 AFRICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 229 SOUTH AFRICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 230 SOUTH AFRICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 231 OTHER AFRICAN COUNTRIES: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 232 OTHER AFRICAN COUNTRIES: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 233 SOUTH AMERICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 234 SOUTH AMERICA: GPU AS A SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 235 GPU AS A SERVICE MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS, JANUARY 2023-MARCH 2025
  • TABLE 236 GPU AS A SERVICE MARKET: DEGREE OF COMPETITION, 2024
  • TABLE 237 GPU AS A SERVICE MARKET: REGION FOOTPRINT
  • TABLE 238 GPU AS A SERVICE MARKET: SERVICE MODEL FOOTPRINT
  • TABLE 239 GPU AS A SERVICE MARKET: GPU TYPE FOOTPRINT
  • TABLE 240 GPU AS A SERVICE MARKET: DEPLOYMENT FOOTPRINT
  • TABLE 241 GPU AS A SERVICE MARKET: ENTERPRISE TYPE FOOTPRINT
  • TABLE 242 GPU AS A SERVICE MARKET: APPLICATION FOOTPRINT
  • TABLE 243 GPU AS A SERVICE MARKET: DETAILED LIST OF KEY STARTUPS/SMES
  • TABLE 244 GPU AS A SERVICE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
  • TABLE 245 GPU AS A SERVICE MARKET: PRODUCT LAUNCHES, JANUARY 2023-MARCH 2025
  • TABLE 246 GPU AS A SERVICE MARKET: DEALS, JANUARY 2023-MARCH 2025
  • TABLE 247 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW
  • TABLE 248 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 249 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES
  • TABLE 250 AMAZON WEB SERVICES, INC.: DEALS
  • TABLE 251 MICROSOFT: COMPANY OVERVIEW
  • TABLE 252 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 253 MICROSOFT: DEALS
  • TABLE 254 GOOGLE: COMPANY OVERVIEW
  • TABLE 255 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 256 GOOGLE: PRODUCT LAUNCHES
  • TABLE 257 GOOGLE: DEALS
  • TABLE 258 ORACLE: COMPANY OVERVIEW
  • TABLE 259 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 260 ORACLE: PRODUCT LAUNCHES
  • TABLE 261 ORACLE: DEALS
  • TABLE 262 IBM: COMPANY OVERVIEW
  • TABLE 263 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 264 IBM: PRODUCT LAUNCHES
  • TABLE 265 IBM: DEALS
  • TABLE 266 COREWEAVE: COMPANY OVERVIEW
  • TABLE 267 COREWEAVE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 268 COREWEAVE: PRODUCT LAUNCHES
  • TABLE 269 COREWEAVE: DEALS
  • TABLE 270 COREWEAVE: EXPANSIONS
  • TABLE 271 ALIBABA CLOUD: COMPANY OVERVIEW
  • TABLE 272 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 273 ALIBABA CLOUD: EXPANSIONS
  • TABLE 274 LAMBDA: COMPANY OVERVIEW
  • TABLE 275 LAMBDA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 276 LAMBDA: DEALS
  • TABLE 277 TENCENT CLOUD: COMPANY OVERVIEW
  • TABLE 278 TENCENT CLOUD: PRODUCTS/SERVICES/SOLUTIONS OFFERED
  • TABLE 279 TENCENT CLOUD: EXPANSIONS
  • TABLE 280 JARVISLABS.AI: COMPANY OVERVIEW
  • TABLE 281 JARVISLABS.AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 282 FLUIDSTACK: COMPANY OVERVIEW
  • TABLE 283 OVH SAS: COMPANY OVERVIEW
  • TABLE 284 E2E NETWORKS LIMITED: COMPANY OVERVIEW
  • TABLE 285 RUNPOD: COMPANY OVERVIEW
  • TABLE 286 SCALEMATRIX HOLDINGS, INC.: COMPANY OVERVIEW
  • TABLE 287 VAST.AI: COMPANY OVERVIEW
  • TABLE 288 ACECLOUD: COMPANY OVERVIEW
  • TABLE 289 SNOWCELL: COMPANY OVERVIEW
  • TABLE 290 LINODE LLC: COMPANY OVERVIEW
  • TABLE 291 YOTTA INFRASTRUCTURE: COMPANY OVERVIEW
  • TABLE 292 VULTR: COMPANY OVERVIEW
  • TABLE 293 DIGITALOCEAN, LLC: COMPANY OVERVIEW
  • TABLE 294 RACKSPACE TECHNOLOGY: COMPANY OVERVIEW
  • TABLE 295 GCORE: COMPANY OVERVIEW
  • TABLE 296 NEBIUS B.V.: COMPANY OVERVIEW

List of Figures

  • FIGURE 1 GPU AS A SERVICE MARKET SEGMENTATION AND REGIONAL SCOPE
  • FIGURE 2 GPU AS A SERVICE MARKET: RESEARCH DESIGN
  • FIGURE 3 GPU AS A SERVICE MARKET SIZE ESTIMATION METHODOLOGY
  • FIGURE 4 GPU AS A SERVICE MARKET: TOP-DOWN APPROACH
  • FIGURE 5 GPU AS A SERVICE MARKET: BOTTOM-UP APPROACH
  • FIGURE 6 GPU AS A SERVICE MARKET: DATA TRIANGULATION
  • FIGURE 7 HIGH-END GPUS SEGMENT TO HOLD LARGEST MARKET SHARE IN 2030
  • FIGURE 8 IAAS SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 9 PUBLIC CLOUD SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030
  • FIGURE 10 AI & ML SEGMENT TO REGISTER HIGHEST CAGR BETWEEN 2025 AND 2030
  • FIGURE 11 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR IN GPU AS A SERVICE MARKET FROM 2025 TO 2030
  • FIGURE 12 RAPID ADVANCES IN AI AND ECONOMIC GROWTH TO FOSTER MARKET GROWTH
  • FIGURE 13 HIGH-END GPUS SEGMENT TO EXHIBIT HIGHEST CAGR IN GPU AS A SERVICE MARKET DURING FORECAST PERIOD
  • FIGURE 14 LARGE ENTERPRISES SEGMENT TO DOMINATE MARKET FROM 2025 TO 2030
  • FIGURE 15 AI & ML SEGMENT TO ACCOUNT FOR LARGEST SHARE OF GPU AS A SERVICE MARKET IN 2030
  • FIGURE 16 AI & ML SEGMENT AND CHINA TO CAPTURE LARGEST SHARES OF ASIA PACIFIC GPU AS A SERVICE MARKET IN 2025
  • FIGURE 17 INDIA TO RECORD HIGHEST CAGR IN GLOBAL GPU AS A SERVICE MARKET FROM 2025 TO 2030
  • FIGURE 18 GPU AS A SERVICE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  • FIGURE 19 GPU AS A SERVICE MARKET: IMPACT ANALYSIS OF DRIVERS
  • FIGURE 20 GPU AS A SERVICE MARKET: IMPACT ANALYSIS OF RESTRAINTS
  • FIGURE 21 GPU AS A SERVICE MARKET: IMPACT ANALYSIS OF OPPORTUNITIES
  • FIGURE 22 GPU AS A SERVICE MARKET: IMPACT ANALYSIS OF CHALLENGES
  • FIGURE 23 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS
  • FIGURE 24 AVERAGE SELLING PRICE TREND OF HIGH-END GPUS, BY REGION, 2021-2024
  • FIGURE 25 AVERAGE SELLING PRICE TREND OF MID-RANGE GPUS, BY REGION, 2021-2024
  • FIGURE 26 AVERAGE SELLING PRICE TREND OF ENTRY-LEVEL GPUS, BY REGION, 2021-2024
  • FIGURE 27 GPU AS A SERVICE MARKET: VALUE CHAIN ANALYSIS
  • FIGURE 28 GPU AS A SERVICE ECOSYSTEM ANALYSIS
  • FIGURE 29 PATENTS APPLIED AND GRANTED, 2014-2024
  • FIGURE 30 IMPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS FOR TOP FIVE COUNTRIES, 2019-2023
  • FIGURE 31 EXPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS FOR TOP FIVE COUNTRIES, 2019-2023
  • FIGURE 32 FUNDS RAISED BY VARIOUS GPU AS A SERVICE VENDORS, 2021-2024
  • FIGURE 33 GPU AS A SERVICE MARKET: PORTER'S FIVE FORCES ANALYSIS
  • FIGURE 34 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE APPLICATIONS
  • FIGURE 35 KEY BUYING CRITERIA FOR TOP THREE APPLICATIONS
  • FIGURE 36 IAAS SEGMENT TO DOMINATE GPU AS A SERVICE MARKET DURING FORECAST PERIOD
  • FIGURE 37 ASIA PACIFIC TO RECORD HIGHEST CAGR IN MARKET FOR PAAS BETWEEN 2025 AND 2030
  • FIGURE 38 HIGH-END GPUS SEGMENT TO RECORD HIGHEST CAGR FROM 2025 TO 2030
  • FIGURE 39 PUBLIC CLOUD SEGMENT TO CAPTURE LARGEST MARKET SHARE IN 2030
  • FIGURE 40 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF MARKET FOR PRIVATE CLOUD IN 2030
  • FIGURE 41 LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SHARE IN 2030
  • FIGURE 42 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN MARKET FOR SMES DURING FORECAST PERIOD
  • FIGURE 43 AI & ML SEGMENT TO EXHIBIT HIGHEST CAGR BETWEEN 2025 AND 2030
  • FIGURE 44 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF GPU AS A SERVICE MARKET FOR HPC DURING FORECAST PERIOD
  • FIGURE 45 ASIA PACIFIC TO RECORD HIGHEST CAGR IN MARKET FOR GAMING & INTERACTIVE MEDIA FROM 2025 TO 2030
  • FIGURE 46 ASIA PACIFIC TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 47 NORTH AMERICA: GPU AS A SERVICE MARKET SNAPSHOT
  • FIGURE 48 EUROPE: GPU AS A SERVICE MARKET SNAPSHOT
  • FIGURE 49 ASIA PACIFIC: GPU AS A SERVICE MARKET SNAPSHOT
  • FIGURE 50 GPU AS A SERVICE MARKET: REVENUE ANALYSIS OF TOP FIVE PLAYERS, 2022-2024
  • FIGURE 51 MARKET SHARE ANALYSIS OF COMPANIES OFFERING GPU AS A SERVICE SOLUTIONS, 2024
  • FIGURE 52 COMPANY VALUATION
  • FIGURE 53 FINANCIAL METRICS (EV/EBITDA)
  • FIGURE 54 BRAND COMPARISON
  • FIGURE 55 GPU AS A SERVICE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024
  • FIGURE 56 GPU AS A SERVICE MARKET: COMPANY FOOTPRINT
  • FIGURE 57 GPU AS A SERVICE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024
  • FIGURE 58 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
  • FIGURE 59 MICROSOFT: COMPANY SNAPSHOT
  • FIGURE 60 GOOGLE: COMPANY SNAPSHOT
  • FIGURE 61 ORACLE: COMPANY SNAPSHOT
  • FIGURE 62 IBM: COMPANY SNAPSHOT
  • FIGURE 63 COREWEAVE: COMPANY SNAPSHOT
  • FIGURE 64 TENCENT CLOUD: COMPANY SNAPSHOT