GPU-accelerated AI Servers Market - Global Forecast 2026-2032

The GPU-accelerated AI Servers Market is rapidly evolving as AI-driven workloads reshape cloud and enterprise computing strategies. As organizations prioritize agility and sustainability, understanding the specialized requirements of modern GPU infrastructures has become essential for effective decision-making.

Market Snapshot: GPU‑Accelerated AI Servers Market Overview

The GPU-accelerated AI Servers Market grew from USD 58.49 billion in 2025 to USD 68.73 billion in 2026. It is expected to continue growing at a CAGR of 19.02%, reaching USD 198.01 billion by 2032.

Industry adoption accelerates as generative AI, advanced inference workloads, and increasing model complexity drive demand for high-performance compute across the globe. Procurement strategies now balance compute density, energy constraints, and integration flexibility to support rapidly shifting application requirements.

Scope & Segmentation: Defining the GPU‑Accelerated AI Servers Landscape

This market assessment addresses the factors reshaping procurement, architecture, and deployment for GPU‑accelerated AI servers. The analysis covers:

Server Types: Blade, edge, high-density, rack mount (1U, 2U, 4U), and tower units assessed for deployment needs.
Cooling Approaches: Evaluation of air, immersion, and liquid cooling referencing operational tradeoffs, thermal reliability, and cost impact.
Deployment Models: Analysis of cloud, hybrid, and on-premises environments, linking scalability and security with ownership models.
Application Profiles: Consideration of analytics, model training (including large language models), inference, rendering, vision, recommendation systems, and VDI workloads.
End User Industries: Insight into automotive, manufacturing, telecommunications, financial services, government, healthcare, cloud service providers, research, and education sector adoption priorities.
Regional Dynamics: Americas, EMEA, and Asia-Pacific, addressing regulatory standards, energy policies, and supply chain resilience.

Key Takeaways: Strategic Insights for Decision Makers

Specialized server architectures now dominate procurement, reflecting the shift from generic designs to purpose-built platforms for training, inference, and mixed workloads.
Cooling innovation advances operational efficiency, with immersion and liquid cooling moving from pilot to production in dense deployments.
Supply chain modularity and localized manufacturing strategies offer new resilience, reducing risk in an era of rising regulatory scrutiny and trade uncertainties.
Integration between hardware and orchestration software is central for maximizing hardware utilization and meeting workload agility requirements.
Sector-specific priorities, from data sovereignty in EMEA to rapid AI adoption in the Americas and multifaceted vendor approaches in Asia-Pacific, drive region-specific design and procurement strategies.
Successful deployment now requires balancing compute performance with power efficiency, maintainability, and lifecycle management to ensure optimal return on infrastructure investments.

Tariff Impact: Procurement and Supply Chain Adaptations

Recent tariff measures have prompted global manufacturers and buyers to refine sourcing strategies, shift toward regional suppliers, and prioritize modular designs that accommodate last-mile component substitution. Procurement contracts increasingly reflect flexible pricing and contingency planning, while localized manufacturing and inventory buffering become critical for minimizing lead time disruption and ensuring business continuity. Engineering teams emphasize modularity, and operational planners focus on staged rollouts and extended service agreements to mitigate logistic uncertainties.

Methodology & Data Sources

Research combines structured primary interviews with data center architects, procurement leads, and system integrators alongside technical validation through laboratory testing of representative server platforms under sustained workloads. Secondary data review includes analysis of technical documentation, regulatory guidance, and industry standards to ensure triangulation and consistency.

Why This Report Matters to Senior Decision-Makers

Identifies actionable strategies for adopting tailored, modular GPU-accelerated AI server architectures that do not lock in costly redesign cycles.
Delivers insights on cooling technologies and supply chain options that support operational resilience and regional compliance.
Enables leaders to align procurement, engineering, and operations with current application and regulatory realities for sustainable infrastructure advantage.

Conclusion: Advancing Sustainable AI Infrastructure with GPU‑Accelerated Servers

Technical specialization, cooling advancements, and adaptive supply chains collectively define future-ready GPU‑accelerated AI server strategies. Organizations that coordinate across engineering and procurement functions will maximize performance while navigating complexity and regulatory demands.

1. Preface

1.1. Objectives of the Study
1.2. Market Definition
1.3. Market Segmentation & Coverage
1.4. Years Considered for the Study
1.5. Currency Considered for the Study
1.6. Language Considered for the Study
1.7. Key Stakeholders

2. Research Methodology

2.1. Introduction
2.2. Research Design
2.2.1. Primary Research
2.2.2. Secondary Research
2.3. Research Framework
2.3.1. Qualitative Analysis
2.3.2. Quantitative Analysis
2.4. Market Size Estimation
2.4.1. Top-Down Approach
2.4.2. Bottom-Up Approach
2.5. Data Triangulation
2.6. Research Outcomes
2.7. Research Assumptions
2.8. Research Limitations

3. Executive Summary

3.1. Introduction
3.2. CXO Perspective
3.3. Market Size & Growth Trends
3.4. Market Share Analysis, 2025
3.5. FPNV Positioning Matrix, 2025
3.6. New Revenue Opportunities
3.7. Next-Generation Business Models
3.8. Industry Roadmap

4. Market Overview

4.1. Introduction
4.2. Industry Ecosystem & Value Chain Analysis
4.2.1. Supply-Side Analysis
4.2.2. Demand-Side Analysis
4.2.3. Stakeholder Analysis
4.3. Porter’s Five Forces Analysis
4.4. PESTLE Analysis
4.5. Market Outlook
4.5.1. Near-Term Market Outlook (0-2 Years)
4.5.2. Medium-Term Market Outlook (3-5 Years)
4.5.3. Long-Term Market Outlook (5-10 Years)
4.6. Go-to-Market Strategy

5. Market Insights

5.1. Consumer Insights & End-User Perspective
5.2. Consumer Experience Benchmarking
5.3. Opportunity Mapping
5.4. Distribution Channel Analysis
5.5. Pricing Trend Analysis
5.6. Regulatory Compliance & Standards Framework
5.7. ESG & Sustainability Analysis
5.8. Disruption & Risk Scenarios
5.9. Return on Investment & Cost-Benefit Analysis

6. Cumulative Impact of United States Tariffs 2025
7. Cumulative Impact of Artificial Intelligence 2025

8. GPU-accelerated AI Servers Market, by Server Type

8.1. Blade
8.2. Edge Server
8.3. High Density
8.4. Rack Mount
8.4.1. 1U
8.4.2. 2U
8.4.3. 4U
8.5. Tower

9. GPU-accelerated AI Servers Market, by Cooling Technology

9.1. Air Cooled
9.2. Immersion Cooling
9.3. Liquid Cooling

10. GPU-accelerated AI Servers Market, by Deployment

10.1. Cloud
10.2. Hybrid
10.3. On Premises

11. GPU-accelerated AI Servers Market, by Application

11.1. Data Analytics
11.2. Inference
11.2.1. Cloud Inference Services
11.2.2. Edge Inference
11.2.3. On Premises Inference
11.3. Rendering & Visualization
11.4. Training
11.4.1. Computer Vision Models
11.4.2. Foundation Models & Large Language Models
11.4.3. Recommendation Systems
11.5. Virtual Desktop Infrastructure

12. GPU-accelerated AI Servers Market, by End User Industry

12.1. Automotive & Manufacturing
12.2. Cloud Service Providers
12.3. Enterprises
12.4. Financial Services
12.5. Government & Defense
12.6. Healthcare & Life Sciences
12.7. Research & Education
12.8. Telecommunication Service Providers

13. GPU-accelerated AI Servers Market, by Region

13.1. Americas
13.1.1. North America
13.1.2. Latin America
13.2. Europe, Middle East & Africa
13.2.1. Europe
13.2.2. Middle East
13.2.3. Africa
13.3. Asia-Pacific

14. GPU-accelerated AI Servers Market, by Group

14.1. ASEAN
14.2. GCC
14.3. European Union
14.4. BRICS
14.5. G7
14.6. NATO

15. GPU-accelerated AI Servers Market, by Country

15.1. United States
15.2. Canada
15.3. Mexico
15.4. Brazil
15.5. United Kingdom
15.6. Germany
15.7. France
15.8. Russia
15.9. Italy
15.10. Spain
15.11. China
15.12. India
15.13. Japan
15.14. Australia
15.15. South Korea

16. United States GPU-accelerated AI Servers Market
17. China GPU-accelerated AI Servers Market

18. Competitive Landscape

18.1. Market Concentration Analysis, 2025
18.1.1. Concentration Ratio (CR)
18.1.2. Herfindahl Hirschman Index (HHI)
18.2. Recent Developments & Impact Analysis, 2025
18.3. Product Portfolio Analysis, 2025
18.4. Benchmarking Analysis, 2025
18.5. Advanced Micro Devices (AMD)
18.6. Aivres
18.7. Cisco Systems, Inc.
18.8. CoreWeave
18.9. Dell Technologies Inc.
18.10. Fujitsu Limited
18.11. Graphcore
18.12. Hetzner Online GmbH.
18.13. Hewlett Packard Enterprise Company
18.14. Huawei Technologies Co., Ltd.
18.15. Inspur Electronic Information Industry Co., Ltd.
18.16. Intel Corporation
18.17. International Business Machines Corporation
18.18. Lenovo Group Limited
18.19. MiTAC Computing Technology Corporation
18.20. NVIDIA Corporation
18.21. Qualcomm Incorporated
18.22. Quanta Computer Inc.
18.23. Super Micro Computer, Inc.

List of Figures

FIGURE 1. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 2. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SHARE, BY KEY PLAYER, 2025
FIGURE 3. GLOBAL GPU-ACCELERATED AI SERVERS MARKET, FPNV POSITIONING MATRIX, 2025
FIGURE 4. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 5. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 6. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 7. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 8. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 9. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY REGION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 10. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY GROUP, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 11. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 12. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 13. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, 2018-2032 (USD MILLION)

List of Tables

TABLE 1. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 2. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 3. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY BLADE, BY REGION, 2018-2032 (USD MILLION)
TABLE 4. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY BLADE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 5. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY BLADE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 6. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY EDGE SERVER, BY REGION, 2018-2032 (USD MILLION)
TABLE 7. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY EDGE SERVER, BY GROUP, 2018-2032 (USD MILLION)
TABLE 8. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY EDGE SERVER, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 9. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HIGH DENSITY, BY REGION, 2018-2032 (USD MILLION)
TABLE 10. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HIGH DENSITY, BY GROUP, 2018-2032 (USD MILLION)
TABLE 11. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HIGH DENSITY, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 12. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, BY REGION, 2018-2032 (USD MILLION)
TABLE 13. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 14. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 15. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 16. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 1U, BY REGION, 2018-2032 (USD MILLION)
TABLE 17. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 1U, BY GROUP, 2018-2032 (USD MILLION)
TABLE 18. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 1U, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 19. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 2U, BY REGION, 2018-2032 (USD MILLION)
TABLE 20. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 2U, BY GROUP, 2018-2032 (USD MILLION)
TABLE 21. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 2U, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 22. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 4U, BY REGION, 2018-2032 (USD MILLION)
TABLE 23. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 4U, BY GROUP, 2018-2032 (USD MILLION)
TABLE 24. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY 4U, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 25. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TOWER, BY REGION, 2018-2032 (USD MILLION)
TABLE 26. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TOWER, BY GROUP, 2018-2032 (USD MILLION)
TABLE 27. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TOWER, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 28. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 29. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY AIR COOLED, BY REGION, 2018-2032 (USD MILLION)
TABLE 30. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY AIR COOLED, BY GROUP, 2018-2032 (USD MILLION)
TABLE 31. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY AIR COOLED, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 32. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY IMMERSION COOLING, BY REGION, 2018-2032 (USD MILLION)
TABLE 33. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY IMMERSION COOLING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 34. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY IMMERSION COOLING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 35. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY LIQUID COOLING, BY REGION, 2018-2032 (USD MILLION)
TABLE 36. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY LIQUID COOLING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 37. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY LIQUID COOLING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 38. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 39. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD, BY REGION, 2018-2032 (USD MILLION)
TABLE 40. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD, BY GROUP, 2018-2032 (USD MILLION)
TABLE 41. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 42. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HYBRID, BY REGION, 2018-2032 (USD MILLION)
TABLE 43. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HYBRID, BY GROUP, 2018-2032 (USD MILLION)
TABLE 44. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HYBRID, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 45. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ON PREMISES, BY REGION, 2018-2032 (USD MILLION)
TABLE 46. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ON PREMISES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 47. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ON PREMISES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 48. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 49. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DATA ANALYTICS, BY REGION, 2018-2032 (USD MILLION)
TABLE 50. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DATA ANALYTICS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 51. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DATA ANALYTICS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 52. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 53. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 54. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 55. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 56. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD INFERENCE SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 57. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD INFERENCE SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 58. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD INFERENCE SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 59. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY EDGE INFERENCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 60. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY EDGE INFERENCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 61. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY EDGE INFERENCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 62. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ON PREMISES INFERENCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 63. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ON PREMISES INFERENCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 64. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ON PREMISES INFERENCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 65. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RENDERING & VISUALIZATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 66. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RENDERING & VISUALIZATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 67. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RENDERING & VISUALIZATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 68. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, BY REGION, 2018-2032 (USD MILLION)
TABLE 69. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 70. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 71. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 72. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COMPUTER VISION MODELS, BY REGION, 2018-2032 (USD MILLION)
TABLE 73. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COMPUTER VISION MODELS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 74. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COMPUTER VISION MODELS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 75. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY FOUNDATION MODELS & LARGE LANGUAGE MODELS, BY REGION, 2018-2032 (USD MILLION)
TABLE 76. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY FOUNDATION MODELS & LARGE LANGUAGE MODELS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 77. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY FOUNDATION MODELS & LARGE LANGUAGE MODELS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 78. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY REGION, 2018-2032 (USD MILLION)
TABLE 79. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 80. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RECOMMENDATION SYSTEMS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 81. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY VIRTUAL DESKTOP INFRASTRUCTURE, BY REGION, 2018-2032 (USD MILLION)
TABLE 82. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY VIRTUAL DESKTOP INFRASTRUCTURE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 83. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY VIRTUAL DESKTOP INFRASTRUCTURE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 84. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 85. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY AUTOMOTIVE & MANUFACTURING, BY REGION, 2018-2032 (USD MILLION)
TABLE 86. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY AUTOMOTIVE & MANUFACTURING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 87. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY AUTOMOTIVE & MANUFACTURING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 88. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD SERVICE PROVIDERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 89. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD SERVICE PROVIDERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 90. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY CLOUD SERVICE PROVIDERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 91. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ENTERPRISES, BY REGION, 2018-2032 (USD MILLION)
TABLE 92. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ENTERPRISES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 93. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY ENTERPRISES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 94. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY FINANCIAL SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 95. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY FINANCIAL SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 96. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY FINANCIAL SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 97. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY GOVERNMENT & DEFENSE, BY REGION, 2018-2032 (USD MILLION)
TABLE 98. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY GOVERNMENT & DEFENSE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 99. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY GOVERNMENT & DEFENSE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 100. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2032 (USD MILLION)
TABLE 101. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 102. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 103. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RESEARCH & EDUCATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 104. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RESEARCH & EDUCATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 105. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RESEARCH & EDUCATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 106. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TELECOMMUNICATION SERVICE PROVIDERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 107. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TELECOMMUNICATION SERVICE PROVIDERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 108. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TELECOMMUNICATION SERVICE PROVIDERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 109. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY REGION, 2018-2032 (USD MILLION)
TABLE 110. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 111. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 112. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 113. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 114. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 115. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 116. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 117. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 118. AMERICAS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 119. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 120. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 121. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 122. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 123. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 124. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 125. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 126. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 127. NORTH AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 128. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 129. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 130. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 131. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 132. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 133. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 134. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 135. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 136. LATIN AMERICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 137. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 138. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 139. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 140. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 141. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 142. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 143. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 144. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 145. EUROPE, MIDDLE EAST & AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 146. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 147. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 148. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 149. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 150. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 151. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 152. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 153. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 154. EUROPE GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 155. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 156. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 157. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 158. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 159. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 160. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 161. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 162. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 163. MIDDLE EAST GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 164. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 165. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 166. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 167. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 168. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 169. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 170. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 171. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 172. AFRICA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 173. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 174. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 175. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 176. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 177. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 178. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 179. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 180. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 181. ASIA-PACIFIC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 182. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 183. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 184. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 185. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 186. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 187. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 188. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 189. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 190. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 191. ASEAN GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 192. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 193. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 194. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 195. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 196. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 197. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 198. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 199. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 200. GCC GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 201. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 202. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 203. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 204. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 205. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 206. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 207. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 208. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 209. EUROPEAN UNION GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 210. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 211. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 212. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 213. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 214. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 215. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 216. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 217. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 218. BRICS GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 219. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 220. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 221. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 222. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 223. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 224. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 225. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 226. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 227. G7 GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 228. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 229. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 230. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 231. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 232. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 233. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 234. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 235. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 236. NATO GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 237. GLOBAL GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 238. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 239. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 240. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 241. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 242. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 243. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 244. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 245. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 246. UNITED STATES GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)
TABLE 247. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 248. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY SERVER TYPE, 2018-2032 (USD MILLION)
TABLE 249. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY RACK MOUNT, 2018-2032 (USD MILLION)
TABLE 250. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY COOLING TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 251. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY DEPLOYMENT, 2018-2032 (USD MILLION)
TABLE 252. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 253. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY INFERENCE, 2018-2032 (USD MILLION)
TABLE 254. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY TRAINING, 2018-2032 (USD MILLION)
TABLE 255. CHINA GPU-ACCELERATED AI SERVERS MARKET SIZE, BY END USER INDUSTRY, 2018-2032 (USD MILLION)

Companies Mentioned

Advanced Micro Devices (AMD)
Aivres
Cisco Systems, Inc.
CoreWeave
Dell Technologies Inc.
Fujitsu Limited
Graphcore
Hetzner Online GmbH.
Hewlett Packard Enterprise Company
Huawei Technologies Co., Ltd.
Inspur Electronic Information Industry Co., Ltd.
Intel Corporation
International Business Machines Corporation
Lenovo Group Limited
MiTAC Computing Technology Corporation
NVIDIA Corporation
Qualcomm Incorporated
Quanta Computer Inc.
Super Micro Computer, Inc.

Table Information

Report Attribute	Details
No. of Pages	184
Published	January 2026
Forecast Period	2026 - 2032
Estimated Market Value ( USD ) in 2026	$ 68.73 Billion
Forecasted Market Value ( USD ) by 2032	$ 198.01 Billion
Compound Annual Growth Rate	19.0%
Regions Covered	Global
No. of Companies Mentioned	19

License	Properties	Price
SINGLE USER LICENSE PDF, Excel and Online Access	This is a single user license, allowing one user access to the product.	€3505EUR$3,939USD£3,044GBP
1 - 5 USER LICENSE PDF, Excel and Online Access	This is a 1-5 user license, allowing up to five users have access to the product.	€3781EUR$4,249USD£3,283GBP
SITE LICENSE PDF, Excel and Online Access	This is a site license, allowing all users within a given geographical location of your organization access to the product.	€5125EUR$5,759USD£4,450GBP
ENTERPRISE LICENSE PDF, Excel and Online Access	This is an enterprise license, allowing all employees within your organization access to the product.	€6201EUR$6,969USD£5,385GBP

Market Snapshot: GPU‑Accelerated AI Servers Market Overview

Scope & Segmentation: Defining the GPU‑Accelerated AI Servers Landscape

Key Takeaways: Strategic Insights for Decision Makers

Tariff Impact: Procurement and Supply Chain Adaptations

Methodology & Data Sources

Why This Report Matters to Senior Decision-Makers

Conclusion: Advancing Sustainable AI Infrastructure with GPU‑Accelerated Servers

Table of Contents

Companies Mentioned

Table Information

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