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GPU as a Service Market by Service Model (IaaS, PaaS), GPU Type (High-End GPUs, Mid-Range GPUs, Low-End GPUs), Deployment (Public Cloud, Private Cloud, Hybrid Cloud), Enterprise Type (Large Enterprises, SMEs) - Global Forecast to 2030

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    Report

  • 282 Pages
  • March 2025
  • Region: Global
  • Markets and Markets
  • ID: 6060868
The GPU as a Service market is expected to be worth USD 8.21 billion in 2025 and is estimated to reach USD 26.62 billion by 2030, growing at a CAGR of 26.5% between 2025 and 2030. The growth of the GPU as a Service market is driven by increasing demand for high-performance GPUs in video rendering, 3D content creation, and real-time applications. Industries like gaming, film production, and architecture require scalable and cost-effective GPU solutions for complex visual effects (VFX) and simulations. GPUaaS eliminates the need for expensive on-premises GPU clusters, providing on-demand access to cloud resources. Additionally, the rise of real-time rendering engines like Unreal Engine 5 and AI-driven content generation further accelerates market growth, enabling immersive virtual experiences and reducing production timelines for studios, developers, and content creators.

High-end GPU segment to have highest CAGR in the forecasted timeline.

The high-end GPU segment will witness a rapid growth in the GPU as a Service market driven by increasing requirement for accelerated computation in AI, ML, and complicated simulations. High-end GPUs like NVIDIA's H100 Tensor Core GPUs and AMD's Instinct MI300X provide immense computing capabilities making them suitable to train large language models (LLMs) and generative AI applications. For example, Amazon Web Services (AWS) provides EC2 UltraClusters with NVIDIA H100 GPUs to support trillion-parameter AI models.

Similarly, Microsoft Azure and Google Cloud integrate high-end GPUs to provide scalable AI infrastructure for enterprises.The film and gaming industries are also contributing to this growth, using high-end GPUs for real-time rendering, special effects (VFX), and immersive virtual experiences. Platforms such as Epic Games' Unreal Engine 5 utilize GPUaaS for photorealistic virtual productions. Also, sectors such as healthcare and scientific research utilize GPUaaS for drug discovery and medical imaging analysis. With increased adoption of AI across industries, businesses opt for high-end GPUs to address growing computational needs. The flexible pay-as-you-go cloud model provides greater access to such powerful assets, further increasing the growth of the high-end GPU segment.

By Enterprise Type- Large Enterprises segment will hold largest market share of GPU as a Service market in 2030

The large enterprise segment will hold the highest market share within the GPU as a Service market given their high computing requirements and widespread AI deployment. Multinational conglomerates, Fortune 500 firms and industry titans from sectors such as healthcare, finance, automotive, and media utilize GPUaaS for AI applications such as medical imaging, drug discovery, fraud detection, and real-time analytics to a large extent. The need for scalable GPU resources to manage complex workloads, including large language model (LLM) training and algorithmic trading, drives this growth.

Cloud service providers offer tailored solutions with dedicated GPU clusters, high-bandwidth networking, and enterprise-grade security to meet the customization needs of large enterprises. In addition, the scalability of multi-cloud and hybrid cloud deployments allows companies to optimize costs while ensuring low latency and high availability. Enterprises benefit from long-term contracts, constructing predictable GPU usage costs and gaining access to the latest GPU technology. Industries with mission-critical applications often allocate dedicated GPU resources for activities such as autonomous car development and financial modeling. With increasing AI adoption and rising dependence on data-driven decisions, the large corporations will continue to rule the GPUaaS market, leveraging its flexibility and cost-effectiveness for scalable computing.

Asia Pacific is expected to hold high CAGR in during the forecast period.

Asia Pacific is expected to grow significantly in the GPU as a Service market as a result of accelerating growth in cloud computing, rising adoption of AI, and heavy investments in data center infrastructure. The growth is being led by China, Japan, South Korea, and India through government initiatives, private investment, and technological innovations. For instance, In May 2023, the Chinese government made plans to construct AI industrial bases, driving AI research. Moreover, policies such as the Shenzhen AI Regulation support AI adoption by pushing public data sharing and corporate innovation. Japan is seeing huge investments in AI infrastructure.

Microsoft invested USD 2.9 billion in Japan's cloud and AI infrastructure in April 2024, and Oracle pledged USD 8 billion to build cloud data centers. These projects give businesses access to scalable GPU capacity for AI applications. India is also moving ahead with GPUaaS adoption with its IndiaAI initiative. In March 2024, the Indian government sanctioned USD 124 billion in investments to deploy more than 10,000 GPUs, enabling AI research and startups. These strategic investments and efforts make Asia Pacific a high-growth region in the GPUaaS market.

Extensive primary interviews were conducted with key industry experts in the GPU as a Service market space to determine and verify the market size for various segments and subsegments gathered through secondary research. The break-up of primary participants for the report has been shown below: The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:
  • By Company Type: Tier 1 - 60%, Tier 2 - 20%, and Tier 3 - 20%
  • By Designation: Managers - 50%, Directors - 20%, and Others - 30%
  • By Region: North America - 40%, Europe - 10%, Asia Pacific - 30%, and RoW - 20%
The report profiles key players in the GPU as a Service market with their respective market ranking analysis. Prominent players profiled in this report are Amazon web Servies, Inc. (US), Microsoft (US), Google (US), Oracle (US), IBM (US), Coreweave (US), Alibaba Cloud (China), Lambda (US), Tencent Cloud (China), Jarvislabs.ai (India), among others.

Apart from this, Fluidstack (UK), OVH SAS (France), E2E Networks Limited (India), RunPod (US), ScaleMatrix Holdings, Inc. (US), Vast.ai (US), AceCloud (India), Snowcell (Norway), Linode LLC. (US), Yotta Infrastructure (India), VULTR (US), DigitalOcean, LLC. (US), Rackspace Technology (US), Gcore (Luxembourg), and Nebius B.V. (Amsterdam), are among a few emerging companies in the GPU as a Service market.

Research Coverage

his research report categorizes the GPU as a Service market based on service model, GPU type, business model, deployment, enterprise type, application, and region. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the GPU as a Service market and forecasts the same till 2030. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the GPU as a Service ecosystem.

Key Benefits of Buying the Report

he report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall GPU as a Service market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

  • Analysis of key drivers (growing demand for cloud-based AI and ML workloads fueling the growth of the GPUaaS market, Increasing need for cost-effective GPU solutions for enterprises, and growing adoption of GPUaaS in gaming and virtualization) influencing the growth of the GPU as a Service market.
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the GPU as a Service market.
  • Market Development: Comprehensive information about lucrative markets - the report analysis the GPU as a Service market across varied regions
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the GPU as a Service market
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like Amazon web Servies, Inc. (US), Microsoft (US), Google (US), Oracle (US), IBM (US), among others in the GPU as a Service market.

Table of Contents

1 Introduction
1.1 Study Objectives
1.2 Market Definition
1.3 Study Scope
1.3.1 Markets Covered and Regional Scope
1.3.2 Inclusions and Exclusions
1.3.3 Years Considered
1.4 Currency Considered
1.5 Limitations
1.6 Stakeholders
2 Research Methodology
2.1 Research Data
2.1.1 Secondary and Primary Research
2.1.2 Secondary Data
2.1.2.1 List of Key Secondary Sources
2.1.2.2 Key Data from Secondary Sources
2.1.3 Primary Data
2.1.3.1 List of Primary Interview Participants
2.1.3.2 Breakdown of Primaries
2.1.3.3 Key Data from Primary Sources
2.1.3.4 Key Industry Insights
2.2 Market Size Estimation Methodology
2.2.1 Top-Down Approach
2.2.1.1 Approach to Arrive at Market Size Using Top-Down Analysis (Supply Side)
2.2.2 Bottom-Up Approach
2.2.2.1 Approach to Arrive at Market Size Using Bottom-Up Analysis (Demand Side)
2.3 Market Breakdown and Data Triangulation
2.4 Research Assumptions
2.5 Research Limitations
2.6 Risk Analysis
3 Executive Summary
4 Premium Insights
4.1 Attractive Opportunities for Players in GPU as a Service Market
4.2 GPU as a Service Market, by GPU Type
4.3 GPU as a Service Market, by Enterprise Type
4.4 GPU as a Service Market, by Application
4.5 GPU as a Service Market in Asia-Pacific, by Application and Country
4.6 GPU as a Service Market, by Country
5 Market Overview
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Surging Use of Cloud-Powered AI, ML, and Dl Frameworks
5.2.1.2 Increasing Need for Budget-Friendly Yet High-Performance GPU Solutions from Enterprises
5.2.1.3 Growing Deployment of GPU as a Service Model in Gaming and Virtualization Applications
5.2.2 Restraints
5.2.2.1 Supply Chain Bottlenecks and AI Demand Dynamics
5.2.3 Opportunities
5.2.3.1 Revolutionizing Media Production Workflows
5.2.3.2 Increasing Investments in AI Infrastructure by Cloud Service Providers
5.2.3.3 Rise of Pure-Play GPU Companies
5.2.4 Challenges
5.2.4.1 Managing High Power Consumption and Cooling Needs in Cloud Gpus
5.2.4.2 Confronting Security, Performance, and Scalability Challenges in Multi-Tenant Environments
5.3 Trends/Disruptions Impacting Customer Business
5.4 Pricing Analysis
5.4.1 Indicative Pricing of GPU Types, by Key Player, 2024
5.4.2 Indicative Pricing of GPU Types, 2024
5.4.3 Average Selling Price Trend of High-End Gpus, by Region, 2021-2024
5.4.4 Average Selling Price Trend of Mid-Range Gpus, by Region, 2021-2024
5.4.5 Average Selling Price Trend of Entry-Level GPU Type, by Region, 2021-2024
5.5 Value Chain Analysis
5.6 Ecosystem Analysis
5.7 Technology Analysis
5.7.1 Key Technologies
5.7.1.1 Cloud Infrastructure and Virtualization
5.7.1.2 Containerization and Orchestration
5.7.2 Complementary Technologies
5.7.2.1 High-Bandwidth Memory (Hbm3/E)
5.7.3 Adjacent Technologies
5.7.3.1 High-Performance Computing (Hpc)
5.8 Patent Analysis
5.9 Trade Analysis
5.9.1 Import Data (HS Code 847330)
5.9.2 Export Data (HS Code 847330)
5.10 Key Conferences and Events, 2025-2026
5.11 Case Study Analysis
5.11.1 Nearmap Reduces Computing Cost and Increases Data Processing Capacity Using Amazon Ec2 G4 Instances
5.11.2 Soluna Deploys Aarna.ML's GPU Cloud Management Software to Boost Its Marketplace Reach
5.11.3 Computer Vision Technology Company Increases GPU Utilization to Improve Productivity and Reduce Dl Training Time
5.11.4 Epfl Optimizes AI Infrastructure to Prioritize Workload Demands Using Run:AI's GPU Orchestration Platform
5.12 Investment and Funding Scenario
5.13 Regulatory Landscape
5.13.1 Regulatory Bodies, Government Agencies, and Other Organizations
5.13.2 Standards
5.14 Porter's Five Forces Analysis
5.14.1 Threat of New Entrants
5.14.2 Threat of Substitutes
5.14.3 Bargaining Power of Suppliers
5.14.4 Bargaining Power of Buyers
5.14.5 Intensity of Competitive Rivalry
5.15 Key Stakeholders and Buying Process
5.15.1 Key Stakeholders in Buying Process
5.15.2 Buying Criteria
6 GPU as a Service Pricing Models
6.1 Introduction
6.2 On-Demand Instances
6.3 Reserved Instances
6.4 Spot Instances
7 GPU as a Service Market, by Service Model
7.1 Introduction
7.2 Iaas
7.2.1 Rise in Edge Computing and Real-Time Data Processing to Boost Segmental Growth
7.3 Paas
7.3.1 Cost Efficiency, Scalability, and Operational Simplicity to Contribute to Segmental Growth
8 GPU as a Service Market, by GPU Type
8.1 Introduction
8.2 High-End Gpus
8.2.1 Mounting Adoption in AI Research, Next-Gen Cloud Computing, and Complex Hpc Applications to Drive Market
8.3 Mid-Range Gpus
8.3.1 Growing Emergence as Cost-Effective Alternative to High-End Gpus to Fuel Segmental Growth
8.4 Entry-Level Gpus
8.4.1 Rising Adoption to Support Digital Transformation by Small Businesses to Bolster Segmental Growth
9 GPU as a Service Market, by Deployment
9.1 Introduction
9.2 Public Cloud
9.2.1 Scalability and High-Performance Computing Capabilities to Augment Segmental Growth
9.3 Private Cloud
9.3.1 Enhanced Control, Security, and Customization to Foster Segmental Growth
9.4 Hybrid Cloud
9.4.1 Ability to Handle Dynamic Workloads and Data Security to Accelerate Segmental Growth
10 GPU as a Service Market, by Enterprise Type
10.1 Introduction
10.2 Large Enterprises
10.2.1 Rising Demand for AI-Powered Solutions, Big Data Analytics, and Real-Time Decision-Making to Drive Market
10.3 SMEs
10.3.1 Increasing Adoption of Cloud-based AI Services to Boost Segmental Growth
11 GPU as a Service Market, by Application
11.1 Introduction
11.2 AI & ML
11.2.1 Training
11.2.1.1 Requirement for High Computational Power to Contribute to Segmental Growth
11.2.2 Inference
11.2.2.1 Rapid Advances in Edge Computing to Accelerate Segmental Growth
11.3 Hpc
11.3.1 Low Upfront Costs and Scalability of GPU as a Service in AI-Driven Research and Real-Time Processing to Fuel Segmental Growth
11.4 Media & Entertainment
11.4.1 Video Processing & Streaming
11.4.1.1 Rising Emphasis on Optimizing Compression, Reducing Latency, and Enhancing Video Resolution to Foster Segmental Growth
11.4.2 3D Rendering & Animation
11.4.2.1 Growing Focus on Accelerating Visual Effects, Motion Graphics, and 3D Animation Workflows to Drive Market
11.4.3 Gaming & Interactive Media
11.4.3.1 Increasing Development of Real-Time Ray Tracing, AI-Generated Graphics, and Virtual World Simulations to Augment Segmental Growth
11.4.4 Other Media & Entertainment Applications
11.5 Other Applications
12 GPU as a Service Market, by Region
12.1 Introduction
12.2 North America
12.2.1 Macroeconomic Outlook for North America
12.2.2 US
12.2.2.1 Rising Deployment of AI for Data-Driven Decision-Making and Automation to Drive Market
12.2.3 Canada
12.2.3.1 Increasing Establishment of Data Centers and Cloud Computing Adoption to Boost Market Growth
12.2.4 Mexico
12.2.4.1 Growing Implementation of Digital Transformation Policies to Enhance Operational Efficiency to Fuel Market Growth
12.3 Europe
12.3.1 Macroeconomic Outlook for Europe
12.3.2 UK
12.3.2.1 Thriving Video Game Industry to Contribute to Market Growth
12.3.3 Germany
12.3.3.1 Increasing Investment in AI to Enhance Automation and Predictive Maintenance to Create Lucrative Opportunities
12.3.4 France
12.3.4.1 Growing Emphasis on Technological and Industrial Innovation to Boost Market Growth
12.3.5 Italy
12.3.5.1 Rising Focus on Enhancing Digital Infrastructure Development to Fuel Market Growth
12.3.6 Spain
12.3.6.1 Increasing Migration Toward Cloud Platforms to Spur Demand
12.3.7 Poland
12.3.7.1 Rapid Advances in High-Performance Computing to Contribute to Market Growth
12.3.8 Nordics
12.3.8.1 Rising Adoption of Accelerated Computing Technology in Data Centers to Foster Market Growth
12.3.9 Rest of Europe
12.4 Asia-Pacific
12.4.1 Macroeconomic Outlook for Asia-Pacific
12.4.2 China
12.4.2.1 Rapid Proliferation of IoT Devices and Immense Data Generation to Drive Market
12.4.3 Japan
12.4.3.1 Increasing Investment in AI and Cloud Infrastructure to Fuel Market Growth
12.4.4 South Korea
12.4.4.1 Rising Development of AI Chips and Server Solutions by Tech Giants to Accelerate Market Growth
12.4.5 India
12.4.5.1 Rapid Establishment of AI Research Centers to Offer Lucrative Growth Opportunities
12.4.6 Australia
12.4.6.1 Increasing Development of Robust AI Ecosystem Through Strategic Investments to Augment Market Growth
12.4.7 Indonesia
12.4.7.1 Mounting Adoption of Cloud Services to Contribute to Market Growth
12.4.8 Malaysia
12.4.8.1 Rising Deployment of AI-Driven Solutions by Industries to Fuel Market Growth
12.4.9 Thailand
12.4.9.1 Increasing Investment in Smart Cities, Fintech, and Healthcare AI to Bolster Market Growth
12.4.10 Vietnam
12.4.10.1 Rapid Expansion of 5G Infrastructure, Cloud Computing, and AI-Driven Digital Services to Drive Market
12.4.11 Rest of Asia-Pacific
12.5 RoW
12.5.1 Macroeconomic Outlook for RoW
12.5.2 Middle East
12.5.2.1 Bahrain
12.5.2.1.1 Government Initiatives to Foster Innovation and Digital Transformation to Foster Market Growth
12.5.2.2 Kuwait
12.5.2.2.1 Growing Focus on Optimizing Data Processing and Enhancing Network Performance to Drive Market
12.5.2.3 Oman
12.5.2.3.1 Rising Awareness About Benefits of Hpc Technology to Contribute to Market Growth
12.5.2.4 Qatar
12.5.2.4.1 Burgeoning Investment in Digital Infrastructure to Augment Market Growth
12.5.2.5 Saudi Arabia
12.5.2.5.1 Increasing Deployment of Cloud Computing and Hpc Technologies to Accelerate Market Growth
12.5.2.6 UAE
12.5.2.6.1 Rising Adoption of 5G and Advanced Networks to Bolster Market Growth
12.5.2.7 Rest of Middle East
12.5.3 Africa
12.5.3.1 South Africa
12.5.3.1.1 Mounting Demand for Cloud Computing to Drive Market
12.5.3.2 Other African Countries
12.5.4 South America
12.5.4.1 Expansion of Cloud Data Centers to Boost Market Growth
13 Competitive Landscape
13.1 Introduction
13.2 Key Player Strategies/Right to Win, 2023-2025
13.3 Revenue Analysis, 2022-2024
13.4 Market Share Analysis, 2024
13.5 Company Valuation and Financial Metrics
13.6 Brand Comparison
13.7 Company Evaluation Matrix: Key Players, 2024
13.7.1 Stars
13.7.2 Emerging Leaders
13.7.3 Pervasive Players
13.7.4 Participants
13.7.5 Company Footprint: Key Players, 2024
13.7.5.1 Company Footprint
13.7.5.2 Region Footprint
13.7.5.3 Service Model Footprint
13.7.5.4 GPU Type Footprint
13.7.5.5 Deployment Footprint
13.7.5.6 Enterprise Type Footprint
13.7.5.7 Application Footprint
13.8 Company Evaluation Matrix: Startups/SMEs, 2024
13.8.1 Progressive Companies
13.8.2 Responsive Companies
13.8.3 Dynamic Companies
13.8.4 Starting Blocks
13.8.5 Competitive Benchmarking: Startups/SMEs, 2024
13.8.5.1 Detailed List of Key Startups/SMEs
13.8.5.2 Competitive Benchmarking of Key Startups/SMEs
13.9 Competitive Scenario
13.9.1 Product Launches
13.9.2 Deals
14 Company Profiles
14.1 Key Players
14.1.1 Amazon Web Services, Inc.
14.1.1.1 Business Overview
14.1.1.2 Products/Solutions/Services Offered
14.1.1.3 Recent Developments
14.1.1.3.1 Product Launches
14.1.1.3.2 Deals
14.1.1.4 Analyst's View
14.1.1.4.1 Key Strengths/Right to Win
14.1.1.4.2 Strategic Choices
14.1.1.4.3 Weaknesses/Competitive Threats
14.1.2 Microsoft
14.1.2.1 Business Overview
14.1.2.2 Products/Solutions/Services Offered
14.1.2.3 Recent Developments
14.1.2.3.1 Deals
14.1.2.4 Analyst's View
14.1.2.4.1 Key Strengths/Right to Win
14.1.2.4.2 Strategic Choices
14.1.2.4.3 Weaknesses/Competitive Threats
14.1.3 Google
14.1.3.1 Business Overview
14.1.3.2 Products/Solutions/Services Offered
14.1.3.3 Recent Developments
14.1.3.3.1 Product Launches
14.1.3.3.2 Deals
14.1.3.4 Analyst's View
14.1.3.4.1 Key Strengths/Right to Win
14.1.3.4.2 Strategic Choices
14.1.3.4.3 Weaknesses/Competitive Threats
14.1.4 Oracle
14.1.4.1 Business Overview
14.1.4.2 Products/Solutions/Services Offered
14.1.4.3 Recent Developments
14.1.4.3.1 Product Launches
14.1.4.3.2 Deals
14.1.4.4 Analyst's View
14.1.4.4.1 Key Strengths/Right to Win
14.1.4.4.2 Strategic Choices
14.1.4.4.3 Weaknesses/Competitive Threats
14.1.5 IBM
14.1.5.1 Business Overview
14.1.5.2 Products/Solutions/Services Offered
14.1.5.3 Recent Developments
14.1.5.3.1 Product Launches
14.1.5.3.2 Deals
14.1.5.4 Analyst's View
14.1.5.4.1 Key Strengths/Right to Win
14.1.5.4.2 Strategic Choices
14.1.5.4.3 Weaknesses/Competitive Threats
14.1.6 Coreweave
14.1.6.1 Business Overview
14.1.6.2 Products/Solutions/Services Offered
14.1.6.3 Recent Developments
14.1.6.3.1 Product Launches
14.1.6.3.2 Deals
14.1.6.3.3 Expansions
14.1.7 Alibaba Cloud
14.1.7.1 Business Overview
14.1.7.2 Products/Solutions/Services Offered
14.1.7.3 Recent Developments
14.1.7.3.1 Expansions
14.1.8 Lambda
14.1.8.1 Business Overview
14.1.8.2 Products/Solutions/Services Offered
14.1.8.3 Recent Developments
14.1.8.3.1 Deals
14.1.9 Tencent Cloud
14.1.9.1 Business Overview
14.1.9.2 Products/Solutions/Services Offered
14.1.9.3 Recent Developments
14.1.9.3.1 Expansions
14.1.10 Jarvislabs.AI
14.1.10.1 Business Overview
14.1.10.2 Products/Solutions/Services Offered
14.2 Other Players
14.2.1 Fluidstack
14.2.2 Ovh Sas
14.2.3 E2E Networks Limited
14.2.4 Runpod
14.2.5 Scalematrix Holdings, Inc.
14.2.6 Vast.AI
14.2.7 Acecloud
14.2.8 Snowcell
14.2.9 Linode LLC
14.2.10 Yotta Infrastructure
14.2.11 Vultr
14.2.12 Digitalocean, LLC
14.2.13 Rackspace Technology
14.2.14 Gcore
14.2.15 Nebius B.V.
15 Appendix
15.1 Discussion Guide
15.2 Knowledgestore: The Subscription Portal
15.3 Customization Options
List of Tables
Table 1 GPU as a Service Market: Research Assumptions
Table 2 GPU as a Service Market: Risk Analysis
Table 3 Indicative Pricing of GPU Types Provided by Key Players, 2024 (USD/Hour)
Table 4 Indicative Pricing of GPU Types, 2024 (USD/Hour)
Table 5 Average Selling Price Trend of High-End Gpus, by Region, 2021-2024 (USD/Hour)
Table 6 Average Selling Price Trend of Mid-Range Gpus, by Region, 2021-2024 (USD/Hour)
Table 7 Average Selling Price Trend of Entry-Level Gpus, by Region, 2021-2024 (USD/Hour)
Table 8 Role of Companies in GPU as a Service Ecosystem
Table 9 List of Patents, 2021-2024
Table 10 Import Data for HS Code 847330-Compliant Products, by Country, 2019-2023 (USD Million)
Table 11 Export Data for HS Code 847330-Compliant Products, by Country, 2019-2023 (USD Million)
Table 12 List of Key Conferences and Events, 2025-2026
Table 13 Nearmap Reduces Computing Cost and Increases Data Processing Capacity Using Amazon Ec2 G4 Instances
Table 14 Soluna Deploys Aarna.ML's GPU Cloud Management Software to Boost Its Marketplace Reach
Table 15 Computer Vision Technology Company Increases GPU Utilization to Improve Productivity and Reduce Dl Training Time
Table 16 Epfl Optimizes AI Infrastructure to Prioritize Workload Demands Using Run:AI's GPU Orchestration Platform
Table 17 North America: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 18 Europe: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 19 Asia-Pacific: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 20 RoW: List of Regulatory Bodies, Government Agencies, and Other Organizations
Table 21 GPU as a Service Market: Standards
Table 22 GPU as a Service Market: Porter's Five Forces Analysis
Table 23 Impact of Stakeholders on Buying Process for Top Three Applications (%)
Table 24 Key Buying Criteria for Top Three Applications
Table 25 GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 26 GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 27 Iaas: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 28 Iaas: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 29 Iaas: GPU as a Service Market in North America, by Country, 2021-2024 (USD Million)
Table 30 Iaas: GPU as a Service Market in North America, by Country, 2025-2030 (USD Million)
Table 31 Iaas: GPU as a Service Market in Europe, by Country, 2021-2024 (USD Million)
Table 32 Iaas: GPU as a Service Market in Europe, by Country, 2025-2030 (USD Million)
Table 33 Iaas: GPU as a Service Market in Asia-Pacific, by Country, 2021-2024 (USD Million)
Table 34 Iaas: GPU as a Service Market in Asia-Pacific, by Country, 2025-2030 (USD Million)
Table 35 Iaas: GPU as a Service Market in RoW, by Region, 2021-2024 (USD Million)
Table 36 Iaas: GPU as a Service Market in RoW, by Region, 2025-2030 (USD Million)
Table 37 Iaas: GPU as a Service Market in Middle East, by Country, 2021-2024 (USD Million)
Table 38 Iaas: GPU as a Service Market in Middle East, by Country, 2025-2030 (USD Million)
Table 39 Iaas: GPU as a Service Market in Africa, by Country, 2021-2024 (USD Million)
Table 40 Iaas: GPU as a Service Market in Africa, by Country, 2025-2030 (USD Million)
Table 41 Iaas: GPU as a Service Market, by GPU Type, 2021-2024 (USD Million)
Table 42 Iaas: GPU as a Service Market, by GPU Type, 2025-2030 (USD Million)
Table 43 Paas: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 44 Paas: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 45 Paas: GPU as a Service Market in North America, by Country, 2021-2024 (USD Million)
Table 46 Paas: GPU as a Service Market in North America, by Country, 2025-2030 (USD Million)
Table 47 Paas: GPU as a Service Market in Europe, by Country, 2021-2024 (USD Million)
Table 48 Paas: GPU as a Service Market in Europe, by Country, 2025-2030 (USD Million)
Table 49 Paas: GPU as a Service Market in Asia-Pacific, by Country, 2021-2024 (USD Million)
Table 50 Paas: GPU as a Service Market in Asia-Pacific, by Country, 2025-2030 (USD Million)
Table 51 Paas: GPU as a Service Market in RoW, by Region, 2021-2024 (USD Million)
Table 52 Paas: GPU as a Service Market in RoW, by Region, 2025-2030 (USD Million)
Table 53 Paas: GPU as a Service Market in Middle East, by Country, 2021-2024 (USD Million)
Table 54 Paas: GPU as a Service Market in Middle East, by Country, 2025-2030 (USD Million)
Table 55 Paas: GPU as a Service Market in Africa, by Country, 2021-2024 (USD Million)
Table 56 Paas: GPU as a Service Market in Africa, by Country, 2025-2030 (USD Million)
Table 57 Paas: GPU as a Service Market, by GPU Type, 2021-2024 (USD Million)
Table 58 Paas: GPU as a Service Market, by GPU Type, 2025-2030 (USD Million)
Table 59 GPU as a Service Market, by GPU Type, 2021-2024 (USD Million)
Table 60 GPU as a Service Market, by GPU Type, 2025-2030 (USD Million)
Table 61 High-End Gpus: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 62 High-End Gpus: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 63 Mid-Range Gpus: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 64 Mid-Range Gpus: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 65 Entry-Level Gpus: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 66 Entry-Level Gpus: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 67 GPU as a Service Market, by Deployment, 2021-2024 (USD Million)
Table 68 GPU as a Service Market, by Deployment, 2025-2030 (USD Million)
Table 69 Public Cloud: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 70 Public Cloud: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 71 Private Cloud: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 72 Private Cloud: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 73 Hybrid Cloud: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 74 Hybrid Cloud: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 75 GPU as a Service Market, by Enterprise Type, 2021-2024 (USD Million)
Table 76 GPU as a Service Market, by Enterprise Type, 2025-2030 (USD Million)
Table 77 Large Enterprises: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 78 Large Enterprises: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 79 SMEs: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 80 SMEs: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 81 GPU as a Service Market, by Application, 2021-2024 (USD Million)
Table 82 GPU as a Service Market, by Application, 2025-2030 (USD Million)
Table 83 AI & ML: GPU as a Service Market, by Type, 2021-2024 (USD Million)
Table 84 AI & ML: GPU as a Service Market, by Type, 2025-2030 (USD Million)
Table 85 AI & ML: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 86 AI & ML: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 87 Training: GPU as a Service Market for AI & ML, by Region, 2021-2024 (USD Million)
Table 88 Training: GPU as a Service Market for AI & ML, by Region, 2025-2030 (USD Million)
Table 89 Inference: GPU as a Service Market for AI & ML, by Region, 2021-2024 (USD Million)
Table 90 Inference: GPU as a Service Market for AI & ML, by Region, 2025-2030 (USD Million)
Table 91 Hpc: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 92 Hpc: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 93 Media & Entertainment: GPU as a Service Market, by Type, 2021-2024 (USD Million)
Table 94 Media & Entertainment: GPU as a Service Market, by Type, 2025-2030 (USD Million)
Table 95 Media & Entertainment: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 96 Media & Entertainment: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 97 Video Processing & Streaming: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 98 Video Processing & Streaming: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 99 3D Rendering & Animation: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 100 3D Rendering & Animation: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 101 Gaming & Interactive Media: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 102 Gaming & Interactive Media: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 103 Other Media & Entertainment Applications: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 104 Other Media & Entertainment Applications: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 105 Other Applications: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 106 Other Applications: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 107 GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 108 GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 109 North America: GPU as a Service Market, by Country, 2021-2024 (USD Million)
Table 110 North America: GPU as a Service Market, by Country, 2025-2030 (USD Million)
Table 111 North America: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 112 North America: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 113 North America: GPU as a Service Market, by Deployment, 2021-2024 (USD Million)
Table 114 North America: GPU as a Service Market, by Deployment, 2025-2030 (USD Million)
Table 115 North America: GPU as a Service Market, by Enterprise Type, 2021-2024 (USD Million)
Table 116 North America: GPU as a Service Market, by Enterprise Type, 2025-2030 (USD Million)
Table 117 North America: GPU as a Service Market, by Application, 2021-2024 (USD Million)
Table 118 North America: GPU as a Service Market, by Application, 2025-2030 (USD Million)
Table 119 North America: GPU as a Service Market for AI & ML, by Type, 2021-2024 (USD Million)
Table 120 North America: GPU as a Service Market for AI & ML, by Type, 2025-2030 (USD Million)
Table 121 North America: GPU as a Service Market for Media & Entertainment, by Type, 2021-2024 (USD Million)
Table 122 North America: GPU as a Service Market for Media & Entertainment, by Type, 2025-2030 (USD Million)
Table 123 US: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 124 US: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 125 Canada: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 126 Canada: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 127 Mexico: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 128 Mexico: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 129 Europe: GPU as a Service Market, by Country, 2021-2024 (USD Million)
Table 130 Europe: GPU as a Service Market, by Country, 2025-2030 (USD Million)
Table 131 Europe: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 132 Europe: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 133 Europe: GPU as a Service Market, by Deployment, 2021-2024 (USD Million)
Table 134 Europe: GPU as a Service Market, by Deployment, 2025-2030 (USD Million)
Table 135 Europe: GPU as a Service Market, by Enterprise Type, 2021-2024 (USD Million)
Table 136 Europe: GPU as a Service Market, by Enterprise Type, 2025-2030 (USD Million)
Table 137 Europe: GPU as a Service Market, by Application, 2021-2024 (USD Million)
Table 138 Europe: GPU as a Service Market, by Application, 2025-2030 (USD Million)
Table 139 Europe: GPU as a Service Market for AI & ML, by Type, 2021-2024 (USD Million)
Table 140 Europe: GPU as a Service Market for AI & ML, by Type, 2025-2030 (USD Million)
Table 141 Europe: GPU as a Service Market for Media & Entertainment, by Type, 2021-2024 (USD Million)
Table 142 Europe: GPU as a Service Market for Media & Entertainment, by Type, 2025-2030 (USD Million)
Table 143 UK: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 144 UK: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 145 Germany: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 146 Germany: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 147 France: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 148 France: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 149 Italy: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 150 Italy: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 151 Spain: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 152 Spain: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 153 Poland: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 154 Poland: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 155 Nordics: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 156 Nordics: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 157 Rest of Europe: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 158 Rest of Europe: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 159 Asia-Pacific: GPU as a Service Market, by Country, 2021-2024 (USD Million)
Table 160 Asia-Pacific: GPU as a Service Market, by Country, 2025-2030 (USD Million)
Table 161 Asia-Pacific: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 162 Asia-Pacific: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 163 Asia-Pacific: GPU as a Service Market, by Deployment, 2021-2024 (USD Million)
Table 164 Asia-Pacific: GPU as a Service Market, by Deployment, 2025-2030 (USD Million)
Table 165 Asia-Pacific: GPU as a Service Market, by Enterprise Type, 2021-2024 (USD Million)
Table 166 Asia-Pacific: GPU as a Service Market, by Enterprise Type, 2025-2030 (USD Million)
Table 167 Asia-Pacific: GPU as a Service Market, by Application, 2021-2024 (USD Million)
Table 168 Asia-Pacific: GPU as a Service Market, by Application, 2025-2030 (USD Million)
Table 169 Asia-Pacific: GPU as a Service Market for AI & ML, by Type, 2021-2024 (USD Million)
Table 170 Asia-Pacific: GPU as a Service Market for AI & ML, by Type, 2025-2030 (USD Million)
Table 171 Asia-Pacific: GPU as a Service Market for Media & Entertainment, by Type, 2021-2024 (USD Million)
Table 172 Asia-Pacific: GPU as a Service Market for Media & Entertainment, by Type, 2025-2030 (USD Million)
Table 173 China: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 174 China: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 175 Japan: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 176 Japan: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 177 South Korea: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 178 South Korea: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 179 India: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 180 India: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 181 Australia: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 182 Australia: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 183 Indonesia: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 184 Indonesia: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 185 Malaysia: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 186 Malaysia: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 187 Thailand: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 188 Thailand: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 189 Vietnam: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 190 Vietnam: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 191 Rest of Asia Paific: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 192 Rest of Asia Paific: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 193 RoW: GPU as a Service Market, by Region, 2021-2024 (USD Million)
Table 194 RoW: GPU as a Service Market, by Region, 2025-2030 (USD Million)
Table 195 RoW: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 196 RoW: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 197 RoW: GPU as a Service Market, by Deployment, 2021-2024 (USD Million)
Table 198 RoW: GPU as a Service Market, by Deployment, 2025-2030 (USD Million)
Table 199 RoW: GPU as a Service Market, by Enterprise Type, 2021-2024 (USD Million)
Table 200 RoW: GPU as a Service Market, by Enterprise Type, 2025-2030 (USD Million)
Table 201 RoW: GPU as a Service Market, by Application, 2021-2024 (USD Million)
Table 202 RoW: GPU as a Service Market, by Application, 2025-2030 (USD Million)
Table 203 RoW: GPU as a Service Market for AI & ML, by Type, 2021-2024 (USD Million)
Table 204 RoW: GPU as a Service Market for AI & ML, by Type, 2025-2030 (USD Million)
Table 205 RoW: GPU as a Service Market for Media & Entertainment, by Type, 2021-2024 (USD Million)
Table 206 RoW: GPU as a Service Market for Media & Entertainment, by Type, 2025-2030 (USD Million)
Table 207 Middle East: GPU as a Service Market, by Country, 2021-2024 (USD Million)
Table 208 Middle East: GPU as a Service Market, by Country, 2025-2030 (USD Million)
Table 209 Middle East: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 210 Middle East: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 211 Bahrain: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 212 Bahrain: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 213 Kuwait: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 214 Kuwait: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 215 Oman: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 216 Oman: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 217 Qatar: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 218 Qatar: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 219 Saudi Arabia: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 220 Saudi Arabia: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 221 UAE: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 222 UAE: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 223 Rest of Middle East: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 224 Rest of Middle East: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 225 Africa: GPU as a Service Market, by Country, 2021-2024 (USD Million)
Table 226 Africa: GPU as a Service Market, by Country, 2025-2030 (USD Million)
Table 227 Africa: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 228 Africa: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 229 South Africa: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 230 South Africa: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 231 Other African Countries: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 232 Other African Countries: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 233 South America: GPU as a Service Market, by Service Model, 2021-2024 (USD Million)
Table 234 South America: GPU as a Service Market, by Service Model, 2025-2030 (USD Million)
Table 235 GPU as a Service Market: Overview of Strategies Adopted by Key Players, January 2023-March 2025
Table 236 GPU as a Service Market: Degree of Competition, 2024
Table 237 GPU as a Service Market: Region Footprint
Table 238 GPU as a Service Market: Service Model Footprint
Table 239 GPU as a Service Market: GPU Type Footprint
Table 240 GPU as a Service Market: Deployment Footprint
Table 241 GPU as a Service Market: Enterprise Type Footprint
Table 242 GPU as a Service Market: Application Footprint
Table 243 GPU as a Service Market: Detailed List of Key Startups/SMEs
Table 244 GPU as a Service Market: Competitive Benchmarking of Key Startups/SMEs
Table 245 GPU as a Service Market: Product Launches, January 2023-March 2025
Table 246 GPU as a Service Market: Deals, January 2023-March 2025
Table 247 Amazon Web Services, Inc.: Company Overview
Table 248 Amazon Web Services, Inc.: Products/Solutions/Services Offered
Table 249 Amazon Web Services, Inc.: Product Launches
Table 250 Amazon Web Services, Inc.: Deals
Table 251 Microsoft: Company Overview
Table 252 Microsoft: Products/Solutions/Services Offered
Table 253 Microsoft: Deals
Table 254 Google: Company Overview
Table 255 Google: Products/Solutions/Services Offered
Table 256 Google: Product Launches
Table 257 Google: Deals
Table 258 Oracle: Company Overview
Table 259 Oracle: Products/Solutions/Services Offered
Table 260 Oracle: Product Launches
Table 261 Oracle: Deals
Table 262 IBM: Company Overview
Table 263 IBM: Products/Solutions/Services Offered
Table 264 IBM: Product Launches
Table 265 IBM: Deals
Table 266 Coreweave: Company Overview
Table 267 Coreweave: Products/Solutions/Services Offered
Table 268 Coreweave: Product Launches
Table 269 Coreweave: Deals
Table 270 Coreweave: Expansions
Table 271 Alibaba Cloud: Company Overview
Table 272 Alibaba Cloud: Products/Solutions/Services Offered
Table 273 Alibaba Cloud: Expansions
Table 274 Lambda: Company Overview
Table 275 Lambda: Products/Solutions/Services Offered
Table 276 Lambda: Deals
Table 277 Tencent Cloud: Company Overview
Table 278 Tencent Cloud: Products/Services/Solutions Offered
Table 279 Tencent Cloud: Expansions
Table 280 Jarvislabs.AI: Company Overview
Table 281 Jarvislabs.AI: Products/Solutions/Services Offered
Table 282 Fluidstack: Company Overview
Table 283 Ovh Sas: Company Overview
Table 284 E2E Networks Limited: Company Overview
Table 285 Runpod: Company Overview
Table 286 Scalematrix Holdings, Inc.: Company Overview
Table 287 Vast.AI: Company Overview
Table 288 Acecloud: Company Overview
Table 289 Snowcell: Company Overview
Table 290 Linode LLC: Company Overview
Table 291 Yotta Infrastructure: Company Overview
Table 292 Vultr: Company Overview
Table 293 Digitalocean, LLC: Company Overview
Table 294 Rackspace Technology: Company Overview
Table 295 Gcore: Company Overview
Table 296 Nebius B.V.: Company Overview
List of Figures
Figure 1 GPU as a Service Market Segmentation and Regional Scope
Figure 2 GPU as a Service Market: Research Design
Figure 3 GPU as a Service Market Size Estimation Methodology
Figure 4 GPU as a Service Market: Top-Down Approach
Figure 5 GPU as a Service Market: Bottom-Up Approach
Figure 6 GPU as a Service Market: Data Triangulation
Figure 7 High-End Gpus Segment to Hold Largest Market Share in 2030
Figure 8 IaaS Segment to Exhibit Highest CAGR During Forecast Period
Figure 9 Public Cloud Segment to Account for Largest Market Share in 2030
Figure 10 AI & ML Segment to Register Highest CAGR Between 2025 and 2030
Figure 11 Asia-Pacific to Exhibit Highest CAGR in GPU as a Service Market from 2025 to 2030
Figure 12 Rapid Advances in AI and Economic Growth to Foster Market Growth
Figure 13 High-End Gpus Segment to Exhibit Highest CAGR in GPU as a Service Market During Forecast Period
Figure 14 Large Enterprises Segment to Dominate Market from 2025 to 2030
Figure 15 AI & ML Segment to Account for Largest Share of GPU as a Service Market in 2030
Figure 16 AI & ML Segment and China to Capture Largest Shares of Asia-Pacific GPU as a Service Market in 2025
Figure 17 India to Record Highest CAGR in Global GPU as a Service Market from 2025 to 2030
Figure 18 GPU as a Service Market: Drivers, Restraints, Opportunities, and Challenges
Figure 19 GPU as a Service Market: Impact Analysis of Drivers
Figure 20 GPU as a Service Market: Impact Analysis of Restraints
Figure 21 GPU as a Service Market: Impact Analysis of Opportunities
Figure 22 GPU as a Service Market: Impact Analysis of Challenges
Figure 23 Trends/Disruptions Influencing Customer Business
Figure 24 Average Selling Price Trend of High-End Gpus, by Region, 2021-2024
Figure 25 Average Selling Price Trend of Mid-Range Gpus, by Region, 2021-2024
Figure 26 Average Selling Price Trend of Entry-Level Gpus, by Region, 2021-2024
Figure 27 GPU as a Service Market: Value Chain Analysis
Figure 28 GPU as a Service Ecosystem Analysis
Figure 29 Patents Applied and Granted, 2014-2024
Figure 30 Import Scenario for HS Code 847330-Compliant Products for Top Five Countries, 2019-2023
Figure 31 Export Scenario for HS Code 847330-Compliant Products for Top Five Countries, 2019-2023
Figure 32 Funds Raised by Various GPU as a Service Vendors, 2021-2024
Figure 33 GPU as a Service Market: Porter's Five Forces Analysis
Figure 34 Influence of Stakeholders on Buying Process for Top Three Applications
Figure 35 Key Buying Criteria for Top Three Applications
Figure 36 IaaS Segment to Dominate GPU as a Service Market During Forecast Period
Figure 37 Asia-Pacific to Record Highest CAGR in Market for PaaS Between 2025 and 2030
Figure 38 High-End Gpus Segment to Record Highest CAGR from 2025 to 2030
Figure 39 Public Cloud Segment to Capture Largest Market Share in 2030
Figure 40 North America to Account for Largest Share of Market for Private Cloud in 2030
Figure 41 Large Enterprises Segment to Hold Larger Market Share in 2030
Figure 42 Asia-Pacific to Register Highest CAGR in Market for SMEs During Forecast Period
Figure 43 AI & ML Segment to Exhibit Highest CAGR Between 2025 and 2030
Figure 44 North America to Account for Largest Share of GPU as a Service Market for Hpc During Forecast Period
Figure 45 Asia-Pacific to Record Highest CAGR in Market for Gaming & Interactive Media from 2025 to 2030
Figure 46 Asia-Pacific to Exhibit Highest CAGR During Forecast Period
Figure 47 North America: GPU as a Service Market Snapshot
Figure 48 Europe: GPU as a Service Market Snapshot
Figure 49 Asia-Pacific: GPU as a Service Market Snapshot
Figure 50 GPU as a Service Market: Revenue Analysis of Top Five Players, 2022-2024
Figure 51 Market Share Analysis of Companies Offering GPU as a Service Solutions, 2024
Figure 52 Company Valuation
Figure 53 Financial Metrics (EV/EBITDA)
Figure 54 Brand Comparison
Figure 55 GPU as a Service Market: Company Evaluation Matrix (Key Players), 2024
Figure 56 GPU as a Service Market: Company Footprint
Figure 57 GPU as a Service Market: Company Evaluation Matrix (Startups/SMEs), 2024
Figure 58 Amazon Web Services, Inc.: Company Snapshot
Figure 59 Microsoft: Company Snapshot
Figure 60 Google: Company Snapshot
Figure 61 Oracle: Company Snapshot
Figure 62 IBM: Company Snapshot
Figure 63 Coreweave: Company Snapshot
Figure 64 Tencent Cloud: Company Snapshot

Companies Mentioned

  • Amazon Web Services, Inc.
  • Microsoft
  • Google
  • Oracle
  • IBM
  • Coreweave
  • Alibaba Cloud
  • Lambda
  • Tencent Cloud
  • Jarvislabs.AI
  • Fluidstack
  • Ovh Sas
  • E2E Networks Limited
  • Runpod
  • Scalematrix Holdings, Inc.
  • Vast.AI
  • Acecloud
  • Snowcell
  • Linode LLC
  • Yotta Infrastructure
  • Vultr
  • Digitalocean, LLC
  • Rackspace Technology
  • Gcore
  • Nebius B.V.

Table Information