Rack-Scale GPU Infrastructure Market

Global Rack-Scale GPU Infrastructure Market Size, Share & Industry Analysis Report By End User (Cloud Service Providers, and Enterprises), By Solution Type (Compute Systems, and Networking Systems), By Deployment Scale (Cluster-Scale AI Factory, and Multi-Rack Pod), By Cooling Architecture, By Regional Outlook and Forecast, 2026 - 2033

Report Id: KBV-30796 Publication Date: September-2026 Number of Pages: 701 Report Format: PDF + Excel + Interactive Dashboard
2026
USD 9,640.73 Million
2033
USD 70,626.18 Million
CAGR
32.9%
Historical Data
2022 to 2024

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Chapter 1. Research Scope & Methodology
1.1 Market Definition
1.2 Analysis Period & Currency
1.3 Segmentation
1.4 Rack-Scale GPU Infrastructure Market, by Geography
1.5 Research Methodology


Chapter 2. Market Overview
2.1 COVID-19 Impact
2.2 Market Composition and Scenario


Chapter 3. Key Factors Impacting Market
3.1 Market Drivers
3.2 Market Restraints
3.3 Market Opportunities
3.4 Market Challenges
3.5 Market Trends
3.6 State of Competition
3.7 Market Consolidation
3.8 Key Customer Criteria


Chapter 4. Product Life Cycle


Chapter 5. Value Chain Analysis of Rack-Scale GPU Infrastructure Market


Chapter 6. Competition Analysis - Global
6.1 Market Share Analysis
6.2 Recent Developments
6.2.1 Partnership, Collaboration & Agreements
6.2.2 Product Launch & Product Expansion
6.2.3 Geographical Expansion
6.2.4 Partnership & Ecosystem Development
6.2.5 Investment


Chapter 7. Segmentation By End User
7.1 Cloud Service Providers
7.2 Enterprises
7.3 Government and Research Institutions
7.4 Telecommunications Providers
7.5 Edge Infrastructure Operators


Chapter 8. Segmentation By Solution Type
8.1 Compute Systems
8.2 Networking Systems
8.3 Cooling Systems
8.4 Power Delivery Systems


Chapter 9. Segmentation By Deployment Scale
9.1 Cluster-Scale AI Factory
9.2 Multi-Rack Pod
9.3 Single-Rack


Chapter 10. Segmentation By Cooling Architecture
10.1 Air-Cooled Rack Infrastructure
10.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
10.3 Hybrid Cooling Rack Infrastructure
10.4 Immersion-Cooled Rack Infrastructure


Chapter 11. North America Market
11.1 Market Overview
11.2 Key Factors Impacting Market
11.2.1 Market Drivers
11.2.2 Market Restraints
11.2.3 Market Opportunities
11.2.4 Market Challenges
11.2.5 Market Trends
11.2.6 State of Competition
11.2.7 Market Consolidation
11.2.8 Key Customer Criteria
11.3 Product Life Cycle
11.4 Segmentation By End User
11.4.1 Cloud Service Providers
11.4.2 Enterprises
11.4.3 Government and Research Institutions
11.4.4 Telecommunications Providers
11.4.5 Edge Infrastructure Operators
11.5 Segmentation By Solution Type
11.5.1 Compute Systems
11.5.2 Networking Systems
11.5.3 Cooling Systems
11.5.4 Power Delivery Systems
11.6 Segmentation By Deployment Scale
11.6.1 Single-Rack
11.6.2 Multi-Rack Pod
11.6.3 Cluster-Scale AI Factory
11.7 Segmentation By Cooling Architecture
11.7.1 Air-Cooled Rack Infrastructure
11.7.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
11.7.3 Hybrid Cooling Rack Infrastructure
11.7.4 Immersion-Cooled Rack Infrastructure
11.8 Segmentation By Country
11.8.1 US
11.8.1.1 Segmentation By End User
11.8.1.1.1 Cloud Service Providers
11.8.1.1.2 Enterprises
11.8.1.1.3 Government and Research Institutions
11.8.1.1.4 Telecommunications Providers
11.8.1.1.5 Edge Infrastructure Operators
11.8.1.2 Segmentation By Solution Type
11.8.1.2.1 Compute Systems
11.8.1.2.2 Networking Systems
11.8.1.2.3 Cooling Systems
11.8.1.2.4 Power Delivery Systems
11.8.1.3 Segmentation By Deployment Scale
11.8.1.3.1 Single-Rack
11.8.1.3.2 Multi-Rack Pod
11.8.1.3.3 Cluster-Scale AI Factory
11.8.1.4 Segmentation By Cooling Architecture
11.8.1.4.1 Air-Cooled Rack Infrastructure
11.8.1.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
11.8.1.4.3 Hybrid Cooling Rack Infrastructure
11.8.1.4.4 Immersion-Cooled Rack Infrastructure
11.8.2 Canada
11.8.2.1 Segmentation By End User
11.8.2.1.1 Cloud Service Providers
11.8.2.1.2 Enterprises
11.8.2.1.3 Government and Research Institutions
11.8.2.1.4 Telecommunications Providers
11.8.2.1.5 Edge Infrastructure Operators
11.8.2.2 Segmentation By Solution Type
11.8.2.2.1 Compute Systems
11.8.2.2.2 Networking Systems
11.8.2.2.3 Cooling Systems
11.8.2.2.4 Power Delivery Systems
11.8.2.3 Segmentation By Deployment Scale
11.8.2.3.1 Single-Rack
11.8.2.3.2 Multi-Rack Pod
11.8.2.3.3 Cluster-Scale AI Factory
11.8.2.4 Segmentation By Cooling Architecture
11.8.2.4.1 Air-Cooled Rack Infrastructure
11.8.2.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
11.8.2.4.3 Hybrid Cooling Rack Infrastructure
11.8.2.4.4 Immersion-Cooled Rack Infrastructure
11.8.3 Mexico
11.8.3.1 Segmentation By End User
11.8.3.1.1 Cloud Service Providers
11.8.3.1.2 Enterprises
11.8.3.1.3 Government and Research Institutions
11.8.3.1.4 Telecommunications Providers
11.8.3.1.5 Edge Infrastructure Operators
11.8.3.2 Segmentation By Solution Type
11.8.3.2.1 Compute Systems
11.8.3.2.2 Networking Systems
11.8.3.2.3 Cooling Systems
11.8.3.2.4 Power Delivery Systems
11.8.3.3 Segmentation By Deployment Scale
11.8.3.3.1 Single-Rack
11.8.3.3.2 Multi-Rack Pod
11.8.3.3.3 Cluster-Scale AI Factory
11.8.3.4 Segmentation By Cooling Architecture
11.8.3.4.1 Air-Cooled Rack Infrastructure
11.8.3.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
11.8.3.4.3 Hybrid Cooling Rack Infrastructure
11.8.3.4.4 Immersion-Cooled Rack Infrastructure
11.8.4 Rest of North America
11.8.4.1 Segmentation By End User
11.8.4.1.1 Cloud Service Providers
11.8.4.1.2 Enterprises
11.8.4.1.3 Government and Research Institutions
11.8.4.1.4 Telecommunications Providers
11.8.4.1.5 Edge Infrastructure Operators
11.8.4.2 Segmentation By Solution Type
11.8.4.2.1 Compute Systems
11.8.4.2.2 Networking Systems
11.8.4.2.3 Cooling Systems
11.8.4.2.4 Power Delivery Systems
11.8.4.3 Segmentation By Deployment Scale
11.8.4.3.1 Single-Rack
11.8.4.3.2 Multi-Rack Pod
11.8.4.3.3 Cluster-Scale AI Factory
11.8.4.4 Segmentation By Cooling Architecture
11.8.4.4.1 Air-Cooled Rack Infrastructure
11.8.4.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
11.8.4.4.3 Hybrid Cooling Rack Infrastructure
11.8.4.4.4 Immersion-Cooled Rack Infrastructure


Chapter 12. Europe Market
12.1 Market Overview
12.2 Key Factors Impacting Market
12.2.1 Market Drivers
12.2.2 Market Restraints
12.2.3 Market Opportunities
12.2.4 Market Challenges
12.2.5 Market Trends
12.2.6 State of Competition
12.2.7 Market Consolidation
12.2.8 Key Customer Criteria
12.3 Product Life Cycle
12.4 Segmentation By End User
12.4.1 Cloud Service Providers
12.4.2 Enterprises
12.4.3 Government and Research Institutions
12.4.4 Telecommunications Providers
12.4.5 Edge Infrastructure Operators
12.5 Segmentation By Solution Type
12.5.1 Compute Systems
12.5.2 Networking Systems
12.5.3 Cooling Systems
12.5.4 Power Delivery Systems
12.6 Segmentation By Deployment Scale
12.6.1 Single-Rack
12.6.2 Multi-Rack Pod
12.6.3 Cluster-Scale AI Factory
12.7 Segmentation By Cooling Architecture
12.7.1 Air-Cooled Rack Infrastructure
12.7.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
12.7.3 Hybrid Cooling Rack Infrastructure
12.7.4 Immersion-Cooled Rack Infrastructure
12.8 Segmentation By Country
12.8.1 Germany
12.8.1.1 Segmentation By End User
12.8.1.1.1 Cloud Service Providers
12.8.1.1.2 Enterprises
12.8.1.1.3 Government and Research Institutions
12.8.1.1.4 Telecommunications Providers
12.8.1.1.5 Edge Infrastructure Operators
12.8.1.2 Segmentation By Solution Type
12.8.1.2.1 Compute Systems
12.8.1.2.2 Networking Systems
12.8.1.2.3 Cooling Systems
12.8.1.2.4 Power Delivery Systems
12.8.1.3 Segmentation By Deployment Scale
12.8.1.3.1 Single-Rack
12.8.1.3.2 Multi-Rack Pod
12.8.1.3.3 Cluster-Scale AI Factory
12.8.1.4 Segmentation By Cooling Architecture
12.8.1.4.1 Air-Cooled Rack Infrastructure
12.8.1.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
12.8.1.4.3 Hybrid Cooling Rack Infrastructure
12.8.1.4.4 Immersion-Cooled Rack Infrastructure
12.8.2 UK
12.8.2.1 Segmentation By End User
12.8.2.1.1 Cloud Service Providers
12.8.2.1.2 Enterprises
12.8.2.1.3 Government and Research Institutions
12.8.2.1.4 Telecommunications Providers
12.8.2.1.5 Edge Infrastructure Operators
12.8.2.2 Segmentation By Solution Type
12.8.2.2.1 Compute Systems
12.8.2.2.2 Networking Systems
12.8.2.2.3 Cooling Systems
12.8.2.2.4 Power Delivery Systems
12.8.2.3 Segmentation By Deployment Scale
12.8.2.3.1 Single-Rack
12.8.2.3.2 Multi-Rack Pod 12.8.2.3.3 Cluster-Scale AI Factory
12.8.2.4 Segmentation By Cooling Architecture
12.8.2.4.1 Air-Cooled Rack Infrastructure
12.8.2.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
12.8.2.4.3 Hybrid Cooling Rack Infrastructure
12.8.2.4.4 Immersion-Cooled Rack Infrastructure
12.8.3 France
12.8.3.1 Segmentation By End User
12.8.3.1.1 Cloud Service Providers
12.8.3.1.2 Enterprises
12.8.3.1.3 Government and Research Institutions
12.8.3.1.4 Telecommunications Providers
12.8.3.1.5 Edge Infrastructure Operators
12.8.3.2 Segmentation By Solution Type
12.8.3.2.1 Compute Systems
12.8.3.2.2 Networking Systems
12.8.3.2.3 Cooling Systems
12.8.3.2.4 Power Delivery Systems
12.8.3.3 Segmentation By Deployment Scale
12.8.3.3.1 Single-Rack
12.8.3.3.2 Multi-Rack Pod
12.8.3.3.3 Cluster-Scale AI Factory
12.8.3.4 Segmentation By Cooling Architecture
12.8.3.4.1 Air-Cooled Rack Infrastructure
12.8.3.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
12.8.3.4.3 Hybrid Cooling Rack Infrastructure
12.8.3.4.4 Immersion-Cooled Rack Infrastructure
12.8.4 Russia
12.8.4.1 Segmentation By End User
12.8.4.1.1 Cloud Service Providers
12.8.4.1.2 Enterprises
12.8.4.1.3 Government and Research Institutions
12.8.4.1.4 Telecommunications Providers
12.8.4.1.5 Edge Infrastructure Operators
12.8.4.2 Segmentation By Solution Type
12.8.4.2.1 Compute Systems
12.8.4.2.2 Networking Systems
12.8.4.2.3 Cooling Systems
12.8.4.2.4 Power Delivery Systems
12.8.4.3 Segmentation By Deployment Scale
12.8.4.3.1 Single-Rack
12.8.4.3.2 Multi-Rack Pod
12.8.4.3.3 Cluster-Scale AI Factory
12.8.4.4 Segmentation By Cooling Architecture
12.8.4.4.1 Air-Cooled Rack Infrastructure
12.8.4.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
12.8.4.4.3 Hybrid Cooling Rack Infrastructure
12.8.4.4.4 Immersion-Cooled Rack Infrastructure
12.8.5 Spain
12.8.5.1 Segmentation By End User
12.8.5.1.1 Cloud Service Providers
12.8.5.1.2 Enterprises
12.8.5.1.3 Government and Research Institutions
12.8.5.1.4 Telecommunications Providers
12.8.5.1.5 Edge Infrastructure Operators
12.8.5.2 Segmentation By Solution Type
12.8.5.2.1 Compute Systems
12.8.5.2.2 Networking Systems
12.8.5.2.3 Cooling Systems
12.8.5.2.4 Power Delivery Systems
12.8.5.3 Segmentation By Deployment Scale
12.8.5.3.1 Single-Rack
12.8.5.3.2 Multi-Rack Pod
12.8.5.3.3 Cluster-Scale AI Factory
12.8.5.4 Segmentation By Cooling Architecture
12.8.5.4.1 Air-Cooled Rack Infrastructure
12.8.5.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
12.8.5.4.3 Hybrid Cooling Rack Infrastructure
12.8.5.4.4 Immersion-Cooled Rack Infrastructure
12.8.6 Italy
12.8.6.1 Segmentation By End User
12.8.6.1.1 Cloud Service Providers
12.8.6.1.2 Enterprises
12.8.6.1.3 Government and Research Institutions
12.8.6.1.4 Telecommunications Providers
12.8.6.1.5 Edge Infrastructure Operators
12.8.6.2 Segmentation By Solution Type
12.8.6.2.1 Compute Systems
12.8.6.2.2 Networking Systems
12.8.6.2.3 Cooling Systems
12.8.6.2.4 Power Delivery Systems
12.8.6.3 Segmentation By Deployment Scale
12.8.6.3.1 Single-Rack
12.8.6.3.2 Multi-Rack Pod
12.8.6.3.3 Cluster-Scale AI Factory
12.8.6.4 Segmentation By Cooling Architecture
12.8.6.4.1 Air-Cooled Rack Infrastructure
12.8.6.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
12.8.6.4.3 Hybrid Cooling Rack Infrastructure
12.8.6.4.4 Immersion-Cooled Rack Infrastructure
12.8.7 Rest of Europe
12.8.7.1 Segmentation By End User
12.8.7.1.1 Cloud Service Providers
12.8.7.1.2 Enterprises
12.8.7.1.3 Government and Research Institutions
12.8.7.1.4 Telecommunications Providers
12.8.7.1.5 Edge Infrastructure Operators
12.8.7.2 Segmentation By Solution Type
12.8.7.2.1 Compute Systems
12.8.7.2.2 Networking Systems
12.8.7.2.3 Cooling Systems
12.8.7.2.4 Power Delivery Systems
12.8.7.3 Segmentation By Deployment Scale
12.8.7.3.1 Single-Rack
12.8.7.3.2 Multi-Rack Pod
12.8.7.3.3 Cluster-Scale AI Factory
12.8.7.4 Segmentation By Cooling Architecture
12.8.7.4.1 Air-Cooled Rack Infrastructure
12.8.7.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
12.8.7.4.3 Hybrid Cooling Rack Infrastructure
12.8.7.4.4 Immersion-Cooled Rack Infrastructure


Chapter 13. Asia Pacific Market
13.1 Market Overview
13.2 Key Factors Impacting Market
13.2.1 Market Drivers
13.2.2 Market Restraints
13.2.3 Market Opportunities
13.2.4 Market Challenges
13.2.5 Market Trends
13.2.6 State of Competition
13.2.7 Market Consolidation
13.2.8 Key Customer Criteria
13.3 Product Life Cycle
13.4 Segmentation By End User
13.4.1 Cloud Service Providers
13.4.2 Enterprises
13.4.3 Government and Research Institutions
13.4.4 Telecommunications Providers
13.4.5 Edge Infrastructure Operators
13.5 Segmentation By Solution Type
13.5.1 Compute Modules
13.5.2 Networking Solutions
13.5.3 Cooling Systems
13.5.4 Power Delivery Systems
13.6 Segmentation By Deployment Scale
13.6.1 Cluster-Scale AI Factory
13.6.2 Multi-Rack Pod
13.6.3 Single-Rack
13.7 Segmentation By Cooling Architecture
13.7.1 Air-Cooled Rack Infrastructure
13.7.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
13.7.3 Hybrid Cooling Rack Infrastructure
13.7.4 Immersion-Cooled Rack Infrastructure
13.8 Segmentation By Country
13.8.1 China
13.8.1.1 Segmentation By End User
13.8.1.1.1 Cloud Service Providers
13.8.1.1.2 Enterprises
13.8.1.1.3 Government and Research Institutions
13.8.1.1.4 Telecommunications Providers
13.8.1.1.5 Edge Infrastructure Operators
13.8.1.2 Segmentation By Solution Type
13.8.1.2.1 Compute Systems
13.8.1.2.2 Networking Systems
13.8.1.2.3 Cooling Systems
13.8.1.2.4 Power Delivery Systems
13.8.1.3 Segmentation By Deployment Scale
13.8.1.3.1 Single-Rack
13.8.1.3.2 Multi-Rack Pod
13.8.1.3.3 Cluster-Scale AI Factory
13.8.1.4 Segmentation By Cooling Architecture
13.8.1.4.1 Air-Cooled Rack Infrastructure
13.8.1.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
13.8.1.4.3 Hybrid Cooling Rack Infrastructure
13.8.1.4.4 Immersion-Cooled Rack Infrastructure
13.8.2 Japan
13.8.2.1 Segmentation By End User
13.8.2.1.1 Cloud Service Providers
13.8.2.1.2 Enterprises
13.8.2.1.3 Government and Research Institutions
13.8.2.1.4 Telecommunications Providers
13.8.2.1.5 Edge Infrastructure Operators
13.8.2.2 Segmentation By Solution Type
13.8.2.2.1 Compute Systems
13.8.2.2.2 Networking Systems
13.8.2.2.3 Cooling Systems
13.8.2.2.4 Power Delivery Systems
13.8.2.3 Segmentation By Deployment Scale
13.8.2.3.1 Single-Rack
13.8.2.3.2 Multi-Rack Pod
13.8.2.3.3 Cluster-Scale AI Factory
13.8.2.4 Segmentation By Cooling Architecture
13.8.2.4.1 Air-Cooled Rack Infrastructure
13.8.2.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
13.8.2.4.3 Hybrid Cooling Rack Infrastructure
13.8.2.4.4 Immersion-Cooled Rack Infrastructure
13.8.3 India
13.8.3.1 Segmentation By End User
13.8.3.1.1 Cloud Service Providers
13.8.3.1.2 Enterprises
13.8.3.1.3 Government and Research Institutions
13.8.3.1.4 Telecommunications Providers
13.8.3.1.5 Edge Infrastructure Operators
13.8.3.2 Segmentation By Solution Type
13.8.3.2.1 Compute Systems
13.8.3.2.2 Networking Systems
13.8.3.2.3 Cooling Systems
13.8.3.2.4 Power Delivery Systems
13.8.3.3 Segmentation By Deployment Scale
13.8.3.3.1 Single-Rack
13.8.3.3.2 Multi-Rack Pod
13.8.3.3.3 Cluster-Scale AI Factory
13.8.3.4 Segmentation By Cooling Architecture
13.8.3.4.1 Air-Cooled Rack Infrastructure
13.8.3.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
13.8.3.4.3 Hybrid Cooling Rack Infrastructure
13.8.3.4.4 Immersion-Cooled Rack Infrastructure
13.8.4 South Korea
13.8.4.1 Segmentation By End User
13.8.4.1.1 Cloud Service Providers
13.8.4.1.2 Enterprises
13.8.4.1.3 Government and Research Institutions
13.8.4.1.4 Telecommunications Providers
13.8.4.1.5 Edge Infrastructure Operators
13.8.4.2 Segmentation By Solution Type
13.8.4.2.1 Compute Systems
13.8.4.2.2 Networking Systems
13.8.4.2.3 Cooling Systems
13.8.4.2.4 Power Delivery Systems
13.8.4.3 Segmentation By Deployment Scale
13.8.4.3.1 Single-Rack
13.8.4.3.2 Multi-Rack Pod
13.8.4.3.3 Cluster-Scale AI Factory
13.8.4.4 Segmentation By Cooling Architecture
13.8.4.4.1 Air-Cooled Rack Infrastructure
13.8.4.4.2 Direct-to-Chip Liquid-Cooled Rack Infrastructure
13.8.4.4.3 Hybrid Cooling Rack Infrastructure
13.8.4.4.4 Immersion-Cooled Rack Infrastructure
13.8.5 Singapore
13.8.5.1 Segmentation By End User
13.8.5.1.1 Cloud Service Providers
13.8.5.1.2 Enterprises
13.8.5.1.3 Government and Research Institutions
13.8.5.1.4 Telecommunications Providers
13.8.5.1.5 Edge Infrastructure Operators
13.8.5.2 Segmentation By Solution Type
13.8.5.2.1 Compute Systems
13.8.5.2.2 Networking Systems
13.8.5.2.3 Cooling Systems
13.8.5.2.4 Power Delivery Systems
13.8.5.3 Segmentation By Deployment Scale
13.8.5.3.1 Single-Rack
13.8.5.3.2 Multi-Rack Pod
13.8.5.3.3 Cluster-Scale AI Factory

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