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全球资料中心 GPU 市场（按部署、功能、应用程式、最终用户和地区划分）- 预测至 2030 年
市场调查报告书
商品编码
1730661

全球资料中心 GPU 市场（按部署、功能、应用程式、最终用户和地区划分）- 预测至 2030 年

Data Center GPU Market by Deployment (Cloud, On-premises), Function (Training, Inference), Application (Generative AI, Machine Learning, Natural Language Processing, Computer Vision), End User (CSP, Enterprises) & Region - Global Forecast to 2030
出版日期: | 出版商: MarketsandMarkets | 英文 288 Pages | 订单完成后即时交付

价格

预计2024年全球资料中心GPU市场规模将达873.2亿美元。

预计在预测期内（2025-2030 年）其复合年增长率为 13.7%，到 2030 年将达到 2,280.4 亿美元。

研究范围
调查年份 2020-2030
基准年 2024
预测期 2025-2030
对价单位 金额（百万美元）
按细分市场 按部署、功能、应用程式、最终用户、区域
目标区域 北美、欧洲、亚太地区、世界其他地区

资料中心 GPU 市场正在快速成长，这归因于几个关键因素，包括人工智慧 (AI) 和机器学习 (ML) 的广泛采用、对高效能运算的需求不断增加以及云端服务的扩展。企业正在使用 GPU 来改善深度学习、大规模语言模型和资料分析。生成式人工智慧应用和即时推理系统的兴起进一步增加了对强大的 GPU 基础设施的需求。对超大规模资料中心的投资以及政府对国家人工智慧能力的支持也促进了这一成长。亚马逊网路服务、Google云端和微软 Azure 等主要云端供应商正在加强其 GPU 产品，而 NVIDIA 和 AMD 等公司已宣布推出针对训练和推理工作负载调整的先进 GPU。

由于银行、汽车、零售和医疗保健等行业对资料保护、低延迟和法规遵从性的需求不断增长，预计内部部署解决方案将以最高的复合年增长率成长。企业更愿意在内部 GPU 硬体上管理敏感资料以获得更好的控制，而不是依赖第三方云端服务。内部部署资料中心还支援基础设施定制，以优化需要低延迟的人工智慧任务的工作负载，而低延迟对于自主系统和高频交易等即时应用至关重要。随着 GPU 伺服器变得越来越便宜，中型企业能够投资专用基础设施。在云端连接有限或担心资料主权的地区（例如亚太地区、欧洲和中东地区），通常更倾向于内部部署。

在开发和优化大规模机器学习和人工智慧模型的公司的推动下，训练领域预计将成为资料中心 GPU 市场中成长最快的领域。为生成式人工智慧、电脑视觉和自然语言处理等应用训练深度神经网路需要强大的运算能力，而 GPU 可以有效地提供这种能力。 OpenAI 的 GPT、Meta 的 LLaMA 和Google的 Gemini 等大规模语言模型的兴起，正在推动科技、金融和医疗保健领域对强大 GPU 的需求。这些模型需要数週的大量训练和大量资料集，因此需要专用 GPU 丛集。公司也在创建自己的人工智慧模型以获得竞争优势。 AWS、Microsoft Azure 和 Google Cloud 等云端供应商正在加强其基于 GPU 的训练基础架构。随着人工智慧成为业务转型的前沿，对培训基础设施的需求可能会大幅增长。

预计云端服务供应商(CSP) 部门将占据资料中心 GPU 市场的最大市场占有率，这得益于其规模、不断增长的 AI 基础设施支出以及满足企业和开发人员需求的能力。亚马逊网路服务、微软 Azure 和谷歌云端等主要 CSP 正在迅速扩展其 GPU 资料中心，以满足对 AI 训练、推理、资料分析和云端游戏日益增长的需求。这些 CSP 提供 GPU 即服务解决方案，让企业无需大量前期投资即可使用先进的 GPU 技术。此外，随着基础模型和生成式人工智慧的兴起，CSP 正在致力于建立具有数千个 GPU 的专用于人工智慧的超级电脑。凭藉其全球基础设施和强大的开发者生态系统，CSP 在收益和单位方面均处于资料中心 GPU 市场的领先地位。

由于其先进的技术生态系统和完善的云端基础设施，北美有望引领资料中心 GPU 市场。亚马逊网路服务、微软 Azure 和谷歌云端等主要云端运算公司正在建立基于 GPU 的资料中心，以支援 AI 工作负载、高效能运算和资料分析。北美还拥有医疗保健、金融、汽车和政府等行业的强大企业基本客群，这些客户越来越依赖需要 GPU 加速的人工智慧主导的解决方案。这种领导力得到了大量研发投资、优惠的政府政策和早期技术采用的支持。

我们对资料中心 GPU 市场的关键产业专家进行了广泛的初步访谈，以确定和检验透过二次研究收集的各个细分市场和子区隔的规模。本报告主要参与者的分布如下：

本报告研究了全球资料中心 GPU 市场，并总结了部署、功能、应用程式、最终用户和地区的趋势，以及参与市场的公司概况。

目录

第一章 引言

第二章调查方法

第三章执行摘要

第四章重要考察

第五章市场概述

  • 介绍
  • 市场动态
  • 波特五力分析
  • 生态系分析
  • 价值链分析
  • 监管状况
  • 贸易分析
  • 定价分析
  • 技术分析
  • 专利分析
  • 案例研究分析
  • 主要相关人员和采购标准
  • 2025-2026 年重要会议与活动
  • 2023 年第一季至 2024 年第二季投资与资金筹措情景
  • 影响客户业务的趋势/中断
  • 川普影响摘要
  • 主要关税税率
  • 对不同地区的主要影响
  • 对亚太地区供应链的影响
  • USMCA协议下的GPU豁免与川普关税漏洞
  • 对最终用途产业层面的影响

第六章 GPU即服务（GPUAAS）现状

  • 介绍
  • 服务模型
    • IAAS
    • PAAS
  • 扩张
    • 公共云端
    • 私有云端
    • 混合云端

第七章 资料中心 GPU 市场（按部署）

  • 介绍
  • 云
  • 本地

第 8 章 资料中心 GPU 市场（按功能）

  • 介绍
  • 训练
  • 推理

第 9 章资料中心 GPU 市场（按应用）

  • 介绍
  • 人工智慧世代
  • 机器学习
  • 自然语言处理
  • 电脑视觉

第 10 章 资料中心 GPU 市场（依最终使用者）

  • 介绍
  • 云端服务供应商
  • 公司
  • 政府

第 11 章 资料中心 GPU 市场（按区域）

  • 介绍
  • 北美洲
    • 北美宏观经济展望
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 欧洲宏观经济展望
    • 德国
    • 英国
    • 法国
    • 义大利
    • 西班牙
    • 波兰
    • 北欧的
    • 其他的
  • 亚太地区
    • 亚太宏观经济展望
    • 中国
    • 韩国
    • 日本
    • 印度
    • 澳洲
    • 印尼
    • 马来西亚
    • 泰国
    • 越南
    • 其他的
  • 其他地区
    • 世界其他地区宏观经济展望
    • 南美洲
    • 非洲
    • 中东

第十二章竞争格局

  • 概述
  • 主要参与企业的策略/优势，2022-2025
  • 2018-2022年收益分析
  • 2024年市场占有率分析
  • 估值和财务指标
  • 品牌/产品比较
  • 资料中心 GPU 估值矩阵：2024 年主要参与企业
  • GPU 即服务 (GPUAAS) 公司估值矩阵：2024 年主要参与企业
  • GPU 即服务 (GPUAAS) 公司估值矩阵：Start-Ups/中小企业，2024 年
  • 竞争情境和趋势

第十三章 公司简介

  • 主要参与企业
    • NVIDIA CORPORATION
    • ADVANCED MICRO DEVICES, INC.
    • INTEL CORPORATION
    • GOOGLE
    • MICROSOFT
    • AMAZON WEB SERVICES, INC.
    • IBM
    • ALIBABA CLOUD
    • ORACLE
    • COREWEAVE.
    • TENCENT CLOUD
    • LAMBDA
  • 其他公司
    • VAST.AI
    • RUNPOD
    • SCALEMATRIX HOLDINGS, INC.
    • DIGITALOCEAN
    • JARVISLABS.AI
    • FLUIDSTACK
    • OVH SAS
    • E2E NETWORKS LIMITED
    • ACE CLOUD
    • SNOWCELL
    • LINODE LLC
    • YOTTA DATA SERVICES PVT LTD.
    • VULTR
    • RACKSPACE TECHNOLOGY
    • GCORE
    • NEBIUS BV

第十四章 附录

Product Code: SE 8838

The global data center GPU market was valued at USD 87.32 billion in 2024. It is projected to reach USD 228.04 billion by 2030, at a CAGR of 13.7% during the forecast period of 2025 to 2030.

Scope of the Report
Years Considered for the Study2020-2030
Base Year2024
Forecast Period2025-2030
Units ConsideredValue (USD Million)
SegmentsBy Deployment, Function, Application, End User and RegionC
Regions coveredNorth America, Europe, APAC, RoW

The data center GPU market is growing rapidly due to several key factors, including the widespread adoption of artificial intelligence (AI) and machine learning (ML), increased demand for high-performance computing, and expanding cloud services. Enterprises are utilizing GPUs to improve deep learning, large language models, and data analytics. The rise of generative AI applications and real-time inference systems further boosts the need for robust GPU infrastructure. Investments in hyperscale data centers and government initiatives to support national AI capabilities also play a role in this growth. Major cloud providers like Amazon Web Services, Google Cloud, and Microsoft Azure are enhancing their GPU offerings, while companies like NVIDIA and AMD are launching advanced GPUs tailored for training and inference workloads.

"On-premises segment is expected to hold the highest CAGR during the forecast period."

On-premises solutions are expected to have the highest CAGR due to the increasing needs for data protection, low latency, and regulatory compliance in sectors like banking, automotive, retail, and healthcare. Organizations prefer to manage sensitive data with in-house GPU hardware for better control, rather than relying on third-party cloud services. On-premises data centers also allow for customized infrastructure, optimizing workloads for AI tasks that require low latency, which is crucial for real-time applications such as autonomous systems and high-frequency trading. As GPU servers become more affordable, mid-sized enterprises can invest in dedicated infrastructure. On-premises deployment is often preferred in regions with limited cloud connectivity or data sovereignty concerns, such as Asia Pacific, Europe, and the Middle East.

"Training segment is projected to record the second-highest CAGR during the forecast period."

The training segment is expected to see the highest growth in the data center GPU market, driven by businesses developing and optimizing large-scale machine learning and AI models. Training deep neural networks for applications like generative AI, computer vision, and natural language processing requires substantial computing power, which GPUs provide effectively. The rise of large language models, including OpenAI's GPT, Meta's LLaMA, and Google's Gemini, is increasing demand for powerful GPUs in technology, finance, and healthcare sectors. These models require extensive training over weeks and large datasets, leading to a need for dedicated GPU clusters. Companies are also creating proprietary AI models for competitive advantage. Cloud providers such as AWS, Microsoft Azure, and Google Cloud are enhancing their GPU-based training infrastructure. With AI at the forefront of business transformation, the demand for training infrastructure is set to grow significantly.

"Cloud service providers (CSPs) are expected to hold the highest share of the end-user market in 2030"

The Cloud Service Providers (CSPs) segment is expected to command the largest market share in the data center GPU market due to their scale, increasing AI infrastructure spending, and ability to meet the needs of enterprises and developers. Major CSPs like Amazon Web Services, Microsoft Azure, and Google Cloud are rapidly expanding their GPU data centers to meet the rising demand for AI training, inference, data analytics, and cloud gaming. They offer GPU-as-a-Service solutions, allowing companies to access advanced GPU technology without significant upfront investments. Additionally, the rise of foundation models and generative AI drives CSPs to create specialized AI supercomputers with thousands of GPUs. With their global infrastructure and robust developer ecosystems, CSPs are well-positioned to lead the data center GPU market in both revenue and volume.

"North America will likely register the second-highest market share in 2030."

North America is expected to lead the data center GPU market due to its advanced technological ecosystem and established cloud infrastructure. Major cloud computing companies like Amazon Web Services, Microsoft Azure, and Google Cloud are creating GPU-based data centers to support AI workloads, high-performance computing, and data analysis. North America also has a strong enterprise customer base across industries like healthcare, finance, automotive, and government, increasingly relying on AI-driven solutions that need GPU acceleration. Significant R&D investments, favorable government policies, and early technology adoption support this leadership.

Extensive primary interviews were conducted with key industry experts in the data center GPU market space to determine and verify the market size for various segments and subsegments gathered through secondary research. The breakdown of primary participants for the report is 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 2-10%, and Tier 3-30%
  • By Designation: C-level executives-10%, Directors-30%, and Others-60%
  • By Region: Europe-20%, North America-70%, Asia Pacific-5%, and RoW-5%

The data center GPU is dominated by a few globally established players, such as NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), and Intel Corporation (US). Other players include Google Cloud (US), Microsoft (US), Amazon Web Services, Inc. (US), IBM (US), Alibaba Cloud (Singapore), Oracle (US), Tencent Cloud (China), CoreWeave (US), Vast.ai (US), Lambda (US), DigitalOcean (US), and JarvisLabs.ai (India).

The study includes an in-depth competitive analysis of these key players in the data center GPU market, with their company profiles, recent developments, and key market strategies.

Research Coverage:

The report segments the data center GPU market and forecasts its size by deployment (cloud, on-premises), function (training, inference), application (generative AI, machine learning, natural language processing, computer vision), and end user (cloud service providers, enterprises, and government organizations). It also discusses the market's drivers, restraints, opportunities, and challenges. It gives a detailed view of the market across four main regions (North America, Europe, Asia Pacific, and RoW). The report includes an ecosystem analysis of the key players.

Key Benefits of Buying the Report:

  • Analysis of key drivers (growing adoption of AI and machine learning, demand for high-performance computing, cloud computing expansion, restraints (high costs of GPUs and infrastructure, short product lifecycle), opportunities (growth in autonomous systems, emergence of edge computing, advancements in quantum computing synergy), and challenges (existence of alternative technologies, stringent regulatory framework, supply chain disruptions)
  • Service Development/Innovation: Detailed insights on upcoming technologies, research and development activities, and new product launches in the data center GPU market
  • Market Development: Comprehensive information about lucrative markets - the report analyses the data center GPU market across varied regions
  • Market Diversification: Exhaustive information about new products and services, untapped geographies, recent developments, and investments in the data center GPU market.
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players, such as NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), Google Cloud (US), Microsoft (US), and Amazon Web Services, Inc. (US)

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED
    • 1.3.2 INCLUSIONS AND EXCLUSIONS
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
  • 1.5 UNIT CONSIDERED
  • 1.6 LIMITATIONS
  • 1.7 STAKEHOLDERS
  • 1.8 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

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

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA CENTER GPU MARKET
  • 4.2 DATA CENTER GPU MARKET, BY DEPLOYMENT
  • 4.3 DATA CENTER GPU MARKET, BY FUNCTION
  • 4.4 DATA CENTER GPU MARKET, BY APPLICATION
  • 4.5 DATA CENTER GPU MARKET, BY END USER
  • 4.6 DATA CENTER GPU MARKET, BY COUNTRY

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • 5.2.1 DRIVERS
      • 5.2.1.1 Growing adoption of AI and machine learning
      • 5.2.1.2 Growing demand for high performance computing (HPC)
      • 5.2.1.3 Cloud computing expansion
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 High costs of GPUs and infrastructure
      • 5.2.2.2 Short product lifecycle
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Growth in autonomous systems
      • 5.2.3.2 Emergence of edge computing
      • 5.2.3.3 Advancements in quantum computing synergy
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Existence of alternative technologies
      • 5.2.4.2 Stringent regulatory framework
      • 5.2.4.3 Supply chain disruptions
  • 5.3 PORTER'S FIVE FORCES ANALYSIS
  • 5.4 ECOSYSTEM ANALYSIS
  • 5.5 VALUE CHAIN ANALYSIS
  • 5.6 REGULATORY LANDSCAPE
    • 5.6.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.6.2 STANDARDS
    • 5.6.3 REGULATIONS
      • 5.6.3.1 North America
        • 5.6.3.1.1 US
        • 5.6.3.1.2 Canada
      • 5.6.3.2 Europe
        • 5.6.3.2.1 Germany
        • 5.6.3.2.2 France
      • 5.6.3.3 Asia Pacific
        • 5.6.3.3.1 Japan
        • 5.6.3.3.2 China
      • 5.6.3.4 RoW
        • 5.6.3.4.1 Brazil
        • 5.6.3.4.2 South Africa
  • 5.7 TRADE ANALYSIS
    • 5.7.1 IMPORT DATA (HS CODE 847330)
    • 5.7.2 EXPORT SCENARIO (HS CODE 847330)
  • 5.8 PRICING ANALYSIS
    • 5.8.1 INDICATIVE PRICING TREND OF DATA CENTER GPU OFFERED BY KEY PLAYERS, BY FUNCTION, 2024 (USD)
    • 5.8.2 INDICATIVE PRICING TREND OF DATA CENTER GPUS, BY KEY PLAYER, 2024
    • 5.8.3 AVERAGE SELLING PRICE OF DATA CENTER GPUS, BY REGION, 2021-2024 (USD)
  • 5.9 TECHNOLOGY ANALYSIS
    • 5.9.1 KEY TECHNOLOGIES
      • 5.9.1.1 Parallel processing architectures
      • 5.9.1.2 High bandwidth memory (HBM)
    • 5.9.2 ADJACENT TECHNOLOGIES
      • 5.9.2.1 Application-specific integrated circuits (ASIC)
      • 5.9.2.2 Field-programmable gate arrays (FPGA)
    • 5.9.3 COMPLEMENTARY TECHNOLOGIES
      • 5.9.3.1 Non-volatile memory express (NVMe)
      • 5.9.3.2 Infiniband
  • 5.10 PATENT ANALYSIS
  • 5.11 CASE STUDY ANALYSIS
    • 5.11.1 DECENTRALIZED DIGITAL WORLD OF MEDIA AND ENTERTAINMENT
    • 5.11.2 TERRAY THERAPEUTICS - LEVERAGING GENERATIVE AI FOR SMALL-MOLECULE DRUG DISCOVERY
    • 5.11.3 SIEMENS HEALTHINEERS - STREAMLINING CANCER RADIATION THERAPY WITH AI
    • 5.11.4 GAC R&D CENTER - BOOSTING VEHICLE AERODYNAMICS WITH NVIDIA GPUS
    • 5.11.5 STONE RIDGE TECHNOLOGY - REDUCING COMPOSITIONAL MODEL RUNTIMES WITH ECHELON 2.0
  • 5.12 KEY STAKEHOLDERS AND BUYING CRITERIA
    • 5.12.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • 5.12.2 BUYING CRITERIA
  • 5.13 KEY CONFERENCES AND EVENTS, 2025-2026
  • 5.14 INVESTMENT AND FUNDING SCENARIO, 2023 Q1-2024 Q2
  • 5.15 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
  • 5.16 TRUMP IMPACT OVERVIEW
  • 5.17 KEY TARIFF RATES
  • 5.18 KEY IMPACTS ON VARIOUS REGIONS
    • 5.18.1 US
    • 5.18.2 EUROPE
    • 5.18.3 ASIA PACIFIC
  • 5.19 IMPACT ON SUPPLY CHAIN IN ASIA PACIFIC
  • 5.20 EXEMPTIONS AND LOOPHOLES FOR GPUS IN TRUMP TARIFFS UNDER USMCA AGREEMENT
  • 5.21 END-USE INDUSTRY-LEVEL IMPACT

6 GPU-AS-A-SERVICE (GPUAAS) LANDSCAPE

  • 6.1 INTRODUCTION
  • 6.2 SERVICE MODEL
    • 6.2.1 IAAS
      • 6.2.1.1 Rise in edge computing and real-time data processing to boost segmental growth
    • 6.2.2 PAAS
      • 6.2.2.1 Cost efficiency, scalability, and operational simplicity to contribute to segmental growth
  • 6.3 DEPLOYMENT
    • 6.3.1 PUBLIC CLOUD
      • 6.3.1.1 Scalability and high-performance computing capabilities to augment segmental growth
    • 6.3.2 PRIVATE CLOUD
      • 6.3.2.1 Enhanced control, security, and customization to foster segmental growth
    • 6.3.3 HYBRID CLOUD
      • 6.3.3.1 Ability to handle dynamic workloads and data security to accelerate segmental growth

7 DATA CENTER GPU MARKET, BY DEPLOYMENT

  • 7.1 INTRODUCTION
  • 7.2 CLOUD
    • 7.2.1 INCREASING FLEXIBILITY, SCALABILITY, AND COST EFFICIENCY TO DRIVE GROWTH
  • 7.3 ON-PREMISES
    • 7.3.1 GROWING DEMAND FOR CONTROL AND PERFORMANCE DRIVES ON-PREMISE GPU DEPLOYMENTS

8 DATA CENTER GPU MARKET, BY FUNCTION

  • 8.1 INTRODUCTION
  • 8.2 TRAINING
    • 8.2.1 GPU-DRIVEN PARALLEL PROCESSING ACCELERATES MACHINE LEARNING MODEL DEVELOPMENT IN DATA CENTERS
  • 8.3 INFERENCE
    • 8.3.1 REAL-TIME DECISION-MAKING DRIVES DEMAND FOR LOW-LATENCY GPU INFERENCE IN DATA CENTERS

9 DATA CENTER GPU MARKET, BY APPLICATION

  • 9.1 INTRODUCTION
  • 9.2 GENERATIVE AI
    • 9.2.1 GENERATIVE AI UNLEASHES UNPRECEDENTED GPU DEMAND IN DATA CENTERS
    • 9.2.2 RULE-BASED MODELS
    • 9.2.3 STATISTICAL MODELS
    • 9.2.4 DEEP LEARNING
    • 9.2.5 GENERATIVE ADVERSARIAL NETWORKS (GANS)
    • 9.2.6 AUTOENCODERS
    • 9.2.7 CONVOLUTIONAL NEURAL NETWORKS (CNNS)
    • 9.2.8 TRANSFORMER MODELS
  • 9.3 MACHINE LEARNING
    • 9.3.1 MACHINE LEARNING'S EXPANDING FOOTPRINT DRIVES DATA CENTER GPU GROWTH
  • 9.4 NATURAL LANGUAGE PROCESSING
    • 9.4.1 GPU ACCELERATION DRIVES NLP'S DATA CENTER DOMINANCE
  • 9.5 COMPUTER VISION
    • 9.5.1 GPU-POWERED COMPUTER VISION DRIVES DATA CENTER GROWTH

10 DATA CENTER GPU MARKET, BY END USER

  • 10.1 INTRODUCTION
  • 10.2 CLOUD SERVICE PROVIDERS
    • 10.2.1 RISING USE OF DATA CENTER GPUS FOR AI AND MACHINE LEARNING APPLICATIONS TO DRIVE MARKET
  • 10.3 ENTERPRISES
    • 10.3.1 ENTERPRISE AI ADOPTION FUELS ROBUST GROWTH IN DATA CENTER GPU DEMAND
    • 10.3.2 HEALTHCARE
      • 10.3.2.1 Growing use of machine learning (ML) and deep learning (DL) models in medical field to propel market
    • 10.3.3 BFSI
      • 10.3.3.1 Increased use of HPC by BFSI enterprises to drive market
    • 10.3.4 AUTOMOTIVE
      • 10.3.4.1 Rising popularity of autonomous cars to fuel adoption of GPUs
    • 10.3.5 RETAIL & E-COMMERCE
      • 10.3.5.1 Rising need to handle massive amounts of retail and e-commerce data to accelerate adoption of GPUs
    • 10.3.6 MEDIA & ENTERTAINMENT
      • 10.3.6.1 Increasing use of AI for content creation and recommendation to drive market
    • 10.3.7 OTHERS
  • 10.4 GOVERNMENT ORGANIZATIONS
    • 10.4.1 RISING ADOPTION OF AI BY GOVERNMENT ORGANIZATIONS FOR NATIONAL SECURITY TO DRIVE MARKET

11 DATA CENTER GPU MARKET, BY REGION

  • 11.1 INTRODUCTION
  • 11.2 NORTH AMERICA
    • 11.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA
    • 11.2.2 US
      • 11.2.2.1 High demand for GPUs from AI workloads to drive market
    • 11.2.3 CANADA
      • 11.2.3.1 Strategic government initiatives to boost market growth
    • 11.2.4 MEXICO
      • 11.2.4.1 Increasing investments in Mexico by hyperscalers to support market growth
  • 11.3 EUROPE
    • 11.3.1 MACROECONOMIC OUTLOOK FOR EUROPE
    • 11.3.2 GERMANY
      • 11.3.2.1 Increasing adoption of automation solutions in automotive industry to drive market
    • 11.3.3 UK
      • 11.3.3.1 Strong demand from essential IT services and advent for new startups to drive market
    • 11.3.4 FRANCE
      • 11.3.4.1 Significant AI investments to drive market
    • 11.3.5 ITALY
      • 11.3.5.1 Partnerships between technology providers and government incentives drive market
    • 11.3.6 SPAIN
      • 11.3.6.1 Surging investments by hyperscalers and other companies to drive market
    • 11.3.7 POLAND
      • 11.3.7.1 Growing cloud adoption and AI investments to boost market opportunities
    • 11.3.8 NORDICS
      • 11.3.8.1 Rising adoption of accelerated computing technologies in data center to drive market
    • 11.3.9 REST OF EUROPE
  • 11.4 ASIA PACIFIC
    • 11.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC
    • 11.4.2 CHINA
      • 11.4.2.1 Rapid government funding and initiatives to drive market
    • 11.4.3 SOUTH KOREA
      • 11.4.3.1 Rising investment and need for real-time data processing to drive market
    • 11.4.4 JAPAN
      • 11.4.4.1 Increasing hyperscaler investments to drive market
    • 11.4.5 INDIA
      • 11.4.5.1 Government initiatives and incentives to drive market
    • 11.4.6 AUSTRALIA
      • 11.4.6.1 Domestic HPC push signals Australia's commitment to AI advancement
    • 11.4.7 INDONESIA
      • 11.4.7.1 Indonesia's digital ambition drives significant investment
    • 11.4.8 MALAYSIA
      • 11.4.8.1 Global cloud leaders drive massive data center GPU expansion in Malaysia
    • 11.4.9 THAILAND
      • 11.4.9.1 Strategic location and policies position Thailand for HPC leadership
    • 11.4.10 VIETNAM
      • 11.4.10.1 NVIDIA's strategic partnerships catalyze market
    • 11.4.11 REST OF ASIA PACIFIC
  • 11.5 ROW
    • 11.5.1 MACROECONOMIC OUTLOOK FOR ROW
    • 11.5.2 SOUTH AMERICA
      • 11.5.2.1 Global players investing in region for data center infrastructure to drive demand
    • 11.5.3 AFRICA
      • 11.5.3.1 Rising focus of manufacturing firms on streamlining workflow and improving product quality to create opportunities
    • 11.5.4 MIDDLE EAST
      • 11.5.4.1 Booming AI initiatives to drive demand
      • 11.5.4.2 GCC
      • 11.5.4.3 Bahrain
        • 11.5.4.3.1 Increased government initiatives to drive market
      • 11.5.4.4 Kuwait
        • 11.5.4.4.1 Kuwait accelerates GPU-driven digital transformation with national cloud and AI initiatives
      • 11.5.4.5 Oman
        • 11.5.4.5.1 Regional HPC hub with GPU-backed data center growth
      • 11.5.4.6 Qatar
        • 11.5.4.6.1 Qatar scales AI infrastructure with GPU investments ahead of smart city and research expansion
      • 11.5.4.7 Saudi Arabia
        • 11.5.4.7.1 Leads Gulf GPU market with hyperscale AI data center mega projects
      • 11.5.4.8 United Arab Emirates (UAE)
        • 11.5.4.8.1 UAE advances AI supercomputing ambitions through massive GPU-powered data center investments
      • 11.5.4.9 Rest of Middle East

12 COMPETITIVE LANDSCAPE

  • 12.1 OVERVIEW
  • 12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2022-2025
  • 12.3 REVENUE ANALYSIS, 2018-2022
  • 12.4 MARKET SHARE ANALYSIS, 2024
  • 12.5 COMPANY VALUATION AND FINANCIAL METRICS
  • 12.6 BRAND/PRODUCT COMPARISON
  • 12.7 COMPANY EVALUATION MATRIX FOR DATA CENTER GPUS: KEY PLAYERS, 2024
    • 12.7.1 STARS
    • 12.7.2 EMERGING LEADERS
    • 12.7.3 PERVASIVE PLAYERS
    • 12.7.4 PARTICIPANTS
  • 12.8 COMPANY EVALUATION MATRIX FOR GPU-AS-A-SERVICE (GPUAAS): KEY PLAYERS, 2024
    • 12.8.1 STARS
    • 12.8.2 EMERGING LEADERS
    • 12.8.3 PERVASIVE PLAYERS
    • 12.8.4 PARTICIPANTS
    • 12.8.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024
      • 12.8.5.1 Company footprint
      • 12.8.5.2 Regional footprint
      • 12.8.5.3 Deployment footprint
      • 12.8.5.4 Function footprint
      • 12.8.5.5 End user footprint
  • 12.9 COMPANY EVALUATION MATRIX FOR GPU-AS-A-SERVICE (GPUAAS): STARTUPS/SMES, 2024
    • 12.9.1 PROGRESSIVE COMPANIES
    • 12.9.2 RESPONSIVE COMPANIES
    • 12.9.3 DYNAMIC COMPANIES
    • 12.9.4 STARTING BLOCKS
    • 12.9.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024
      • 12.9.5.1 Detailed list of key startups/SMEs
      • 12.9.5.2 Detailed list of key startups/SMEs
  • 12.10 COMPETITIVE SCENARIO AND TRENDS
    • 12.10.1 PRODUCT LAUNCHES
    • 12.10.2 DEALS

13 COMPANY PROFILES

  • 13.1 KEY PLAYERS
    • 13.1.1 NVIDIA CORPORATION
      • 13.1.1.1 Business overview
      • 13.1.1.2 Products/Solutions/Services offered
      • 13.1.1.3 Recent developments
        • 13.1.1.3.1 Product launches
        • 13.1.1.3.2 Deals
      • 13.1.1.4 MnM view
        • 13.1.1.4.1 Key strengths
        • 13.1.1.4.2 Strategic choices
        • 13.1.1.4.3 Weaknesses and competitive threats
    • 13.1.2 ADVANCED MICRO DEVICES, INC.
      • 13.1.2.1 Business overview
      • 13.1.2.2 Products/Solutions/Services offered
      • 13.1.2.3 Recent developments
        • 13.1.2.3.1 Product launches
        • 13.1.2.3.2 Deals
      • 13.1.2.4 MnM view
        • 13.1.2.4.1 Key strengths
        • 13.1.2.4.2 Strategic choices
        • 13.1.2.4.3 Weaknesses and competitive threats
    • 13.1.3 INTEL CORPORATION
      • 13.1.3.1 Business overview
      • 13.1.3.2 Products/Solutions/Services offered
      • 13.1.3.3 Recent developments
        • 13.1.3.3.1 Product launches
        • 13.1.3.3.2 Deals
      • 13.1.3.4 MnM view
        • 13.1.3.4.1 Key strengths
        • 13.1.3.4.2 Strategic choices
        • 13.1.3.4.3 Weaknesses and competitive threats
    • 13.1.4 GOOGLE
      • 13.1.4.1 Business overview
      • 13.1.4.2 Recent developments
        • 13.1.4.2.1 Product launches
        • 13.1.4.2.2 Deals
      • 13.1.4.3 MnM view
        • 13.1.4.3.1 Key strengths
        • 13.1.4.3.2 Strategic choices
        • 13.1.4.3.3 Weaknesses and competitive threats
    • 13.1.5 MICROSOFT
      • 13.1.5.1 Business overview
      • 13.1.5.2 Products/Solutions/Services offered
      • 13.1.5.3 Recent developments
        • 13.1.5.3.1 Deals
      • 13.1.5.4 MnM view
        • 13.1.5.4.1 Key strengths
        • 13.1.5.4.2 Strategic choices
        • 13.1.5.4.3 Weaknesses and competitive threats
    • 13.1.6 AMAZON WEB SERVICES, INC.
      • 13.1.6.1 Business overview
      • 13.1.6.2 Products/Solutions/Services offered
      • 13.1.6.3 Recent developments
        • 13.1.6.3.1 Product launches
        • 13.1.6.3.2 Deals
    • 13.1.7 IBM
      • 13.1.7.1 Business overview
      • 13.1.7.2 Products/Solutions/Services offered
      • 13.1.7.3 Recent developments
        • 13.1.7.3.1 Product launches
        • 13.1.7.3.2 Deals
    • 13.1.8 ALIBABA CLOUD
      • 13.1.8.1 Business overview
      • 13.1.8.2 Products/Solutions/Services offered
      • 13.1.8.3 Recent developments
        • 13.1.8.3.1 Product launches
        • 13.1.8.3.2 Deals
    • 13.1.9 ORACLE
      • 13.1.9.1 Business overview
      • 13.1.9.2 Products/Solutions/Services offered
      • 13.1.9.3 Recent developments
        • 13.1.9.3.1 Product launches
        • 13.1.9.3.2 Deals
    • 13.1.10 COREWEAVE.
      • 13.1.10.1 Business overview
      • 13.1.10.2 Products/Solutions/Services offered
      • 13.1.10.3 Recent developments
        • 13.1.10.3.1 Deals
    • 13.1.11 TENCENT CLOUD
      • 13.1.11.1 Business overview
      • 13.1.11.2 Products/Solutions/Services offered
      • 13.1.11.3 Recent developments
        • 13.1.11.3.1 Expansions
    • 13.1.12 LAMBDA
      • 13.1.12.1 Business overview
      • 13.1.12.2 Products/Solutions/Services offered
      • 13.1.12.3 Recent developments
        • 13.1.12.3.1 Deals
  • 13.2 OTHER PLAYERS
    • 13.2.1 VAST.AI
    • 13.2.2 RUNPOD
    • 13.2.3 SCALEMATRIX HOLDINGS, INC.
    • 13.2.4 DIGITALOCEAN
    • 13.2.5 JARVISLABS.AI
    • 13.2.6 FLUIDSTACK
    • 13.2.7 OVH SAS
    • 13.2.8 E2E NETWORKS LIMITED
    • 13.2.9 ACE CLOUD
    • 13.2.10 SNOWCELL
    • 13.2.11 LINODE LLC
    • 13.2.12 YOTTA DATA SERVICES PVT LTD.
    • 13.2.13 VULTR
    • 13.2.14 RACKSPACE TECHNOLOGY
    • 13.2.15 GCORE
    • 13.2.16 NEBIUS B.V.

14 APPENDIX

  • 14.1 INSIGHTS FROM INDUSTRY EXPERTS
  • 14.2 DISCUSSION GUIDE
  • 14.3 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 14.4 CUSTOMIZATION OPTIONS
  • 14.5 RELATED REPORTS
  • 14.6 AUTHOR DETAILS

List of Tables

  • TABLE 1 DATA CENTER GPU MARKET: RISK ANALYSIS
  • TABLE 2 DATA CENTER GPU MARKET: PORTER'S FIVE FORCES ANALYSIS
  • TABLE 3 ROLE OF PLAYERS IN DATA CENTER GPU ECOSYSTEM
  • TABLE 4 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 5 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 6 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 7 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 8 STANDARDS
  • TABLE 9 IMPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2020-2024 (USD MILLION)
  • TABLE 10 EXPORT DATA FOR HS CODE 847950-COMPLIANT PRODUCTS, BY COUNTRY, 2020-2024 (USD MILLION)
  • TABLE 11 INDICATIVE PRICING TREND OF DATA CENTER GPU OFFERED BY KEY PLAYERS, BY FUNCTION, 2024 (USD)
  • TABLE 12 INDICATIVE PRICING TREND OF DATA CENTER GPUS, BY KEY PLAYER, 2024
  • TABLE 13 AVERAGE SELLING PRICE TREND OF DATA CENTER GPU, BY REGION, 2021-2024 (USD)
  • TABLE 14 LIST OF APPLIED/GRANTED PATENTS RELATED TO DATA CENTER GPU, JANUARY 2025
  • TABLE 15 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS (%)
  • TABLE 16 KEY BUYING CRITERIA FOR TOP 3 END USERS
  • TABLE 17 KEY CONFERENCES AND EVENTS, 2025-2026
  • TABLE 18 US ADJUSTED RECIPROCAL TARIFF RATES
  • TABLE 19 EXEMPTED PRODUCTS (BY HS CODE) FROM CANADA AND MEXICO TO US UNDER USMCA (US-MEXICO-CANADA) AGREEMENT
  • TABLE 20 GPU-AS-A-SERVICE MARKET, BY SERVICE MODEL, 2021-2024 (USD MILLION)
  • TABLE 21 GPU-AS-A-SERVICE MARKET, BY SERVICE MODEL, 2025-2030 (USD MILLION)
  • TABLE 22 IAAS MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 23 IAAS MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 24 NORTH AMERICA: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 25 NORTH AMERICA: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 26 EUROPE: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 27 EUROPE: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 28 ASIA PACIFIC: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 29 ASIA PACIFIC: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 30 ROW: IAAS MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 31 ROW: IAAS MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 32 MIDDLE EAST: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 33 MIDDLE EAST: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 34 AFRICA: IAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 35 AFRICA: IAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 36 PAAS MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 37 PAAS MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 38 NORTH AMERICA: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 39 NORTH AMERICA: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 40 EUROPE: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 41 EUROPE: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 42 ASIA PACIFIC: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 43 ASIA PACIFIC: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 44 ROW: PAAS MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 45 ROW: PAAS MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 46 MIDDLE EAST: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 47 MIDDLE EAST: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 48 AFRICA: PAAS MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 49 AFRICA: PAAS MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 50 GPU-AS-A-SERVICE MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 51 GPU-AS-A-SERVICE MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 52 PUBLIC CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 53 PUBLIC CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 54 PRIVATE CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 55 PRIVATE CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 56 HYBRID CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 57 HYBRID CLOUD: GPU-AS-A-SERVICE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 58 DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 59 DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 60 CLOUD: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 61 CLOUD: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 62 ON-PREMISES: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 63 ON-PREMISES: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 64 DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
  • TABLE 65 DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
  • TABLE 66 DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (THOUSAND UNITS)
  • TABLE 67 DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (THOUSAND UNITS)
  • TABLE 68 TRAINING: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 69 TRAINING: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 70 INFERENCE: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 71 INFERENCE: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 72 DATA CENTER GPU MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 73 DATA CENTER GPU MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 74 DATA CENTER GPU MARKET FOR GENERATIVE AI, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 75 DATA CENTER GPU MARKET FOR GENERATIVE AI, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 76 GENERATIVE AI: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 77 GENERATIVE AI: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 78 RULE-BASED MODELS: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 79 RULE-BASED MODELS: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 80 STATISTICAL MODELS: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 81 STATISTICAL MODELS: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 82 DEEP LEARNING: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 83 DEEP LEARNING: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 84 GENERATIVE ADVERSARIAL NETWORKS (GANS): DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 85 GENERATIVE ADVERSARIAL NETWORKS (GANS): DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 86 AUTOENCODERS: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 87 AUTOENCODERS: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 88 CONVOLUTIONAL NEURAL NETWORKS (CNNS): DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 89 CONVOLUTIONAL NEURAL NETWORKS (CNNS): DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 90 TRANSFORMER MODELS: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 91 TRANSFORMER MODELS: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 92 MACHINE LEARNING: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 93 MACHINE LEARNING: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 94 NATURAL LANGUAGE PROCESSING: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 95 NATURAL LANGUAGE PROCESSING: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 96 COMPUTER VISION: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 97 COMPUTER VISION: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 98 DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 99 DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 100 DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 101 DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 102 CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 103 CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 104 CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 105 CLOUD SERVICE PROVIDER: DATA CENTER GPU MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 106 ENTERPRISES: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 107 ENTERPRISES: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 108 ENTERPRISES: DATA CENTER GPU MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 109 ENTERPRISES: DATA CENTER GPU MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 110 HEALTHCARE: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 111 HEALTHCARE: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 112 BFSI: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 113 BFSI: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 114 AUTOMOTIVE: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 115 AUTOMOTIVE: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 116 RETAIL & E-COMMERCE: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 117 RETAIL & E-COMMERCE: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 118 MEDIA & ENTERTAINMENT: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 119 MEDIA & ENTERTAINMENT: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 120 OTHERS: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 121 OTHERS: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 122 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 123 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 124 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 125 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 126 DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 127 DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 128 NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 129 NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 130 NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 131 NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 132 NORTH AMERICA: DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
  • TABLE 133 NORTH AMERICA: DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
  • TABLE 134 NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 135 NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 136 NORTH AMERICA: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 137 NORTH AMERICA: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 138 EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 139 EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 140 EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 141 EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 142 EUROPE: DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
  • TABLE 143 EUROPE: DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
  • TABLE 144 EUROPE: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 145 EUROPE: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 146 EUROPE: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 147 EUROPE: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 148 ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 149 ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 150 ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 151 ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 152 ASIA PACIFIC: DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
  • TABLE 153 ASIA PACIFIC: DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
  • TABLE 154 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 155 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 156 ASIA PACIFIC: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 157 ASIA PACIFIC: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 158 ROW: DATA CENTER GPU MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 159 ROW: DATA CENTER GPU MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 160 ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 161 ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 162 ROW: DATA CENTER GPU MARKET, BY FUNCTION, 2021-2024 (USD MILLION)
  • TABLE 163 ROW: DATA CENTER GPU MARKET, BY FUNCTION, 2025-2030 (USD MILLION)
  • TABLE 164 ROW: DATA CENTER GPU MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 165 ROW: DATA CENTER GPU MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 166 ROW: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2021-2024 (USD MILLION)
  • TABLE 167 ROW: DATA CENTER GPU MARKET, BY ENTERPRISE TYPE, 2025-2030 (USD MILLION)
  • TABLE 168 AFRICA: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 169 AFRICA: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 170 MIDDLE EAST: DATA CENTER GPU MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 171 MIDDLE EAST: DATA CENTER GPU MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 172 OVERVIEW OF STRATEGIES ADOPTED BY DATA CENTER GPU VENDORS AND CLOUD SERVICE PROVIDERS
  • TABLE 173 DATA CENTER GPU MARKET SHARE ANALYSIS, 2024
  • TABLE 174 DATA CENTER GPU MARKET: REGIONAL FOOTPRINT, 2024
  • TABLE 175 DATA CENTER GPU MARKET: DEPLOYMENT FOOTPRINT, 2024
  • TABLE 176 DATA CENTER GPU MARKET: FUNCTION FOOTPRINT, 2024
  • TABLE 177 DATA CENTER GPU MARKET: END USER FOOTPRINT, 2024
  • TABLE 178 GPU-AS-A-SERVICE (GPUAAS) MARKET: LIST OF KEY STARTUPS/SMES, 2024
  • TABLE 179 GPU-AS-A-SERVICE (GPUAAS) MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, 2024
  • TABLE 180 DATA CENTER GPU MARKET: PRODUCT LAUNCHES, FEBRUARY 2022-JANUARY 2025
  • TABLE 181 DATA CENTER GPU MARKET: DEALS, FEBRUARY 2022-JANUARY 2025
  • TABLE 182 NVIDIA CORPORATION: COMPANY OVERVIEW
  • TABLE 183 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 184 NVIDIA CORPORATION: PRODUCT LAUNCHES
  • TABLE 185 NVIDIA CORPORATION: DEALS
  • TABLE 186 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
  • TABLE 187 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 188 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES
  • TABLE 189 ADVANCED MICRO DEVICES, INC.: DEALS
  • TABLE 190 INTEL CORPORATION: COMPANY OVERVIEW
  • TABLE 191 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 192 INTEL CORPORATION: PRODUCT LAUNCHES
  • TABLE 193 INTEL CORPORATION: DEALS
  • TABLE 194 GOOGLE: COMPANY OVERVIEW
  • TABLE 195 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 196 GOOGLE: PRODUCT LAUNCHES
  • TABLE 197 GOOGLE: DEALS
  • TABLE 198 MICROSOFT: COMPANY OVERVIEW
  • TABLE 199 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 200 MICROSOFT: DEALS
  • TABLE 201 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW
  • TABLE 202 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 203 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES
  • TABLE 204 AMAZON WEB SERVICES, INC.: DEALS
  • TABLE 205 IBM: COMPANY OVERVIEW
  • TABLE 206 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 207 IBM: PRODUCT LAUNCHES
  • TABLE 208 IBM: DEALS
  • TABLE 209 ALIBABA CLOUD: COMPANY OVERVIEW
  • TABLE 210 ALIBABA CLOUD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 211 ALIBABA CLOUD: PRODUCT LAUNCHES
  • TABLE 212 ALIBABA CLOUD: DEALS
  • TABLE 213 ORACLE: COMPANY OVERVIEW
  • TABLE 214 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 215 ORACLE: PRODUCT LAUNCHES
  • TABLE 216 ORACLE: DEALS
  • TABLE 217 COREWEAVE: COMPANY OVERVIEW
  • TABLE 218 COREWEAVE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 219 COREWEAVE: DEALS
  • TABLE 220 TENCENT CLOUD: COMPANY OVERVIEW
  • TABLE 221 TENCENT CLOUD: PRODUCTS/SERVICES/SOLUTIONS OFFERED
  • TABLE 222 TENCENT CLOUD: EXPANSIONS
  • TABLE 223 LAMBDA: COMPANY OVERVIEW
  • TABLE 224 LAMBDA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 225 LAMBDA: DEALS
  • TABLE 226 VAST.AI: COMPANY OVERVIEW
  • TABLE 227 RUNPOD: COMPANY OVERVIEW
  • TABLE 228 SCALEMATRIX HOLDINGS, INC.: COMPANY OVERVIEW
  • TABLE 229 DIGITALOCEAN: COMPANY OVERVIEW
  • TABLE 230 JARVISLABS.AI: COMPANY OVERVIEW
  • TABLE 231 FLUIDSTACK: COMPANY OVERVIEW
  • TABLE 232 OVH SAS: COMPANY OVERVIEW
  • TABLE 233 E2E NETWORKS LIMITED: COMPANY OVERVIEW
  • TABLE 234 ACE CLOUD: COMPANY OVERVIEW
  • TABLE 235 SNOWCELL: COMPANY OVERVIEW
  • TABLE 236 LINODE LLC: COMPANY OVERVIEW
  • TABLE 237 YOTTA DATA SERVICES PVT LTD: COMPANY OVERVIEW
  • TABLE 238 VULTR: COMPANY OVERVIEW
  • TABLE 239 RACKSPACE TECHNOLOGY: COMPANY OVERVIEW
  • TABLE 240 GCORE: COMPANY OVERVIEW
  • TABLE 241 NEBIUS B.V.: COMPANY OVERVIEW

List of Figures

  • FIGURE 1 DATA CENTER GPU MARKET SEGMENTATION AND REGIONAL SCOPE
  • FIGURE 2 DATA CENTER GPU MARKET: RESEARCH DESIGN
  • FIGURE 3 DATA CENTER GPU MARKET: RESEARCH FLOW OF MARKET SIZE ESTIMATION
  • FIGURE 4 DATA CENTER GPU MARKET: SUPPLY-SIDE ANALYSIS
  • FIGURE 5 DATA CENTER GPU MARKET: BOTTOM-UP APPROACH
  • FIGURE 6 DATA CENTER GPU MARKET: TOP-DOWN APPROACH
  • FIGURE 7 DATA CENTER GPU MARKET: DATA TRIANGULATION
  • FIGURE 8 CLOUD SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE IN 2030
  • FIGURE 9 INFERENCE FUNCTION SEGMENT TO DOMINATE MARKET IN 2030
  • FIGURE 10 GENERATIVE AI SEGMENT TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 11 CLOUD SERVICE PROVIDERS TO LEAD MARKET DURING FORECAST PERIOD
  • FIGURE 12 ASIA PACIFIC TO LEAD MARKET IN 2030
  • FIGURE 13 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2025
  • FIGURE 14 INCREASING INVESTMENT BY CLOUD SERVICE PROVIDERS AND GROWING ADOPTION OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING TO DRIVE MARKET
  • FIGURE 15 ON-PREMISES SEGMENT TO WITNESS HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 16 INFERENCE SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 17 GENERATIVE AI APPLICATION TO WITNESS HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 18 ENTERPRISES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 19 CHINA TO WITNESS HIGHEST CAGR IN GLOBAL DATA CENTER GPU MARKET DURING FORECAST PERIOD
  • FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES IN DATA CENTER GPU MARKET
  • FIGURE 21 IMPACT ANALYSIS: DRIVERS
  • FIGURE 22 DATA CENTER ELECTRICITY CONSUMPTION 2022-2026
  • FIGURE 23 IMPACT ANALYSIS: RESTRAINTS
  • FIGURE 24 IMPACT ANALYSIS: OPPORTUNITIES
  • FIGURE 25 IMPACT ANALYSIS: CHALLENGES
  • FIGURE 26 DATA CENTER GPU MARKET: PORTER'S FIVE FORCES ANALYSIS
  • FIGURE 27 DATA CENTER GPU: ECOSYSTEM ANALYSIS
  • FIGURE 28 DATA CENTER GPU MARKET: VALUE CHAIN ANALYSIS
  • FIGURE 29 IMPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS IN TOP 5 COUNTRIES, 2010-2024
  • FIGURE 30 EXPORT SCENARIO FOR HS CODE 847330-COMPLIANT PRODUCTS IN TOP 5 COUNTRIES, 2020-2024
  • FIGURE 31 AVERAGE SELLING PRICE OF DATA CENTER GPUS, BY REGION, 2021-2024 (USD)
  • FIGURE 32 DATA CENTER GPU MARKET: PATENT ANALYSIS, 2014-2024
  • FIGURE 33 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP 3 END USERS
  • FIGURE 34 KEY BUYING CRITERIA FOR TOP 3 END USERS
  • FIGURE 35 INVESTMENT AND FUNDING SCENARIO, 2023 Q1-2024 Q2
  • FIGURE 36 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS
  • FIGURE 37 IAAS SEGMENT TO DOMINATE GPU-AS-A-SERVICE MARKET DURING FORECAST PERIOD
  • FIGURE 38 ASIA PACIFIC TO RECORD HIGHEST CAGR IN MARKET FOR PAAS BETWEEN 2025 AND 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 CLOUD SEGMENT TO REGISTER HIGHER MARKET SIZE DURING FORECAST PERIOD
  • FIGURE 42 BENEFITS OF CLOUD-BASED DEPLOYMENT
  • FIGURE 43 INFERENCE TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 44 GENERATIVE AI SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 45 CLOUD SERVICE PROVIDERS SEGMENT TO HOLD LARGEST MARKET SIZE DURING FORECAST PERIOD
  • FIGURE 46 ASIA PACIFIC TO BE FASTEST-GROWING MARKET DURING FORECAST PERIOD
  • FIGURE 47 NORTH AMERICA: DATA CENTER GPU MARKET SNAPSHOT
  • FIGURE 48 US TO RECORD HIGHEST MARKET SIZE DURING FORECAST PERIOD
  • FIGURE 49 EUROPE: DATA CENTER GPU MARKET SNAPSHOT
  • FIGURE 50 UK TO BE FASTEST-GROWING MARKET IN EUROPE DURING FORECAST PERIOD
  • FIGURE 51 ASIA PACIFIC: DATA CENTER GPU MARKET SNAPSHOT
  • FIGURE 52 CHINA TO LEAD DATA CENTER GPU MARKET IN ASIA PACIFIC DURING FORECAST PERIOD
  • FIGURE 53 ROW: DATA CENTER GPU MARKET SNAPSHOT
  • FIGURE 54 SOUTH AMERICA TO LEAD DATA CENTER GPU MARKET IN ROW DURING FORECAST PERIOD
  • FIGURE 55 REVENUE ANALYSIS OF FIVE KEY PLAYERS IN DATA CENTER GPU MARKET, 2021-2024 (USD MILLION)
  • FIGURE 56 DATA CENTER GPU MARKET: SHARE OF KEY PLAYERS
  • FIGURE 57 COMPANY VALUATION, 2025 (USD TRILLION)
  • FIGURE 58 FINANCIAL METRICS (EV/EBITDA), 2025
  • FIGURE 59 BRAND/PRODUCT COMPARISON
  • FIGURE 60 DATA CENTER GPU MARKET: COMPETITIVE EVALUATION MATRIX (KEY PLAYERS), 2024
  • FIGURE 61 GPU-AS-A-SERVICE (GPUAAS) MARKET: COMPETITIVE EVALUATION MATRIX (KEY PLAYERS), 2024
  • FIGURE 62 DATA CENTER GPU MARKET: COMPANY FOOTPRINT, 2024
  • FIGURE 63 GPU-AS-A-SERVICE (GPUAAS) MARKET: EVALUATION MATRIX (STARTUPS/SMES), 2024
  • FIGURE 64 NVIDIA CORPORATION: COMPANY SNAPSHOT
  • FIGURE 65 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT
  • FIGURE 66 INTEL CORPORATION: COMPANY SNAPSHOT
  • FIGURE 67 GOOGLE: COMPANY SNAPSHOT
  • FIGURE 68 MICROSOFT: COMPANY SNAPSHOT
  • FIGURE 69 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
  • FIGURE 70 IBM: COMPANY SNAPSHOT
  • FIGURE 71 ORACLE: COMPANY SNAPSHOT
  • FIGURE 72 COREWEAVE: COMPANY SNAPSHOT
  • FIGURE 73 TENCENT CLOUD: COMPANY SNAPSHOT