Global Data Center GPU Market Size, Share & Demand Report By Deployment Model (Cloud/Hyperscale, On-Premises, Hybrid), By Function (Training Workloads, Inference Workloads), By Application (Generative AI & LLMs, HPC, Data Analytics & Simulation), By End-Use Industry (Cloud Service Providers, Enterprises, Government & Research), By Region & Segment Forecasts, 2026–2031

Table of Contents

1. Executive Summary
   1. Introduction
2. Market Introduction
   1. Market Definition
   2. Scope of the Study
   3. Market Structure
3. Research Methodology
   1. Primary Research
   2. Research Methodology
   3. Assumptions & Exclusions
   4. Secondary Data Sources
4. Market Factor Analysis
   1. Value Chain Analysis: Data Center GPU Market
   2. Porters Five Forces Analysis
      1. Bargaining Power of Suppliers
      2. Bargaining Power of Buyers
      3. Threat of Substitution
      4. Threat of New Entrants
      5. Competitive Rivalry
5. Market Dynamics
   1. Drivers
   2. Restraints
   3. Opportunities
6. Recent Trends Analysis
7. Impact of COVID-19 on Data Center GPU Market
   1. Pre and Post Covid -19 Market Scenario Analysis
   2. Market Recovery Timeline and Challenge
   3. Measures Taken by Top Players
8. Regulatory Landscape
9. Data Center GPU Market, By Deployment Model
   1. Introduction
      1. Market Size and Forecast, By Deployment Model
   2. Cloud / Hyperscale
      1. Market Size and Forecast, By Region
   3. On-Premises / Enterprise
      1. Market Size and Forecast, By Region
   4. Hybrid
      1. Market Size and Forecast, By Region
10. Data Center GPU Market, By Function
    1. Introduction
       1. Market Size and Forecast, By Function
    2. Training Workloads
       1. Market Size and Forecast, By Region
    3. Inference Workloads
       1. Market Size and Forecast, By Region
11. Data Center GPU Market, By Application
    1. Introduction
       1. Market Size and Forecast, By Application
    2. Generative AI & Large Language Models
       1. Market Size and Forecast, By Region
    3. High Performance Computing (HPC)
       1. Market Size and Forecast, By Region
    4. Data Analytics & Simulation
       1. Market Size and Forecast, By Region
12. Data Center GPU Market, By End-Use Industry
    1. Introduction
       1. Market Size and Forecast, By End-Use Industry
    2. Cloud Service Providers
       1. Market Size and Forecast, By Region
    3. Enterprise AI / IT Departments
       1. Market Size and Forecast, By Region
    4. Government & Research Institutions
       1. Market Size and Forecast, By Region
13. Regional Overview
    1. Introduction
       1. Market Size and Forecast
    2. North America
       1. Market Size and Forecast
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       2. U.S.
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       3. Canada
    3. Europe
       1. Market Size and Forecast
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       2. U.K.
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       3. Germany
       4. France
       5. Spain
       6. Italy
       7. Russia
       8. Nordic
       9. Benelux
       10. Rest of Europe
    4. APAC
       1. Market Size and Forecast
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       2. China
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       3. Korea
       4. Japan
       5. India
       6. Australia
       7. Singapore
       8. Taiwan
       9. South East Asia
       10. Rest of Asia-Pacific
    5. Middle East and Africa
       1. Market Size and Forecast
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       2. UAE
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       3. Turky
       4. Saudi Arabia
       5. South Africa
       6. Egypt
       7. Nigeria
       8. Rest of MEA
    6. LATAM
       1. Market Size and Forecast
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       2. Brazil
          1. By Deployment Model
             1. Cloud / Hyperscale
             2. On-Premises / Enterprise
             3. Hybrid
          2. By Function
             1. Training Workloads
             2. Inference Workloads
          3. By Application
             1. Generative AI & Large Language Models
             2. High Performance Computing (HPC)
             3. Data Analytics & Simulation
          4. By End-Use Industry
             1. Cloud Service Providers
             2. Enterprise AI / IT Departments
             3. Government & Research Institutions
       3. Mexico
       4. Argentina
       5. Chile
       6. Colombia
       7. Rest of LATAM
14. Competitive Landscape, 2025
    1. Introduction
    2. Data Center GPU Market Share Analysis, 2025 (%)
       1. Market Share Analysis, 2025
       2. Competition Ranking, 2025
       3. Key Developments & Growth Strategies
          1. Merger & Acquisition
          2. Product Launch
          3. Expansion
       4. Consolidated SWOT Analysis of Key Players
15. Company Profile
    1. NVIDIA Corporation
       1. Business Overview
       2. Financial Data
       3. Key Product domains
       4. Recent Developments
    2. Advanced Micro Devices, Inc. (AMD)
    3. Intel Corporation
    4. Google LLC
    5. Microsoft Corporation
    6. Amazon Web Services, Inc. (AWS)
    7. Alibaba Cloud
    8. IBM Corporation
    9. Huawei Technologies Co., Ltd.
    10. Samsung Electronics Co., Ltd.