PUBLISHER: TechNavio | PRODUCT CODE: 2144941
PUBLISHER: TechNavio | PRODUCT CODE: 2144941
Global GPU As A Service Market 2026-2030
The global GPU as a service market is forecasted to grow by USD 18699.9 mn during 2025-2030, accelerating at a CAGR of 26.5% during the forecast period. The report on the global GPU as a service market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.
The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by accelerated adoption of generative ai and large-scale foundation models, escalating capital expenditures and rapid hardware obsolescence cycles, proliferation of high-performance computing and virtualization across diverse verticals.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.
| Market Scope | |
|---|---|
| Base Year | 2025 |
| End Year | 2030 |
| Series Year | 2026-2030 |
| Growth Momentum | Accelerate |
| YOY 2026 | 24.6% |
| CAGR | 26.5% |
| Incremental Value | $18699.9 mn |
Technavio's global GPU as a service market is segmented as below:
By Service
- IaaS
- PaaS
By End-User
- Large enterprises
- SMEs
By Deployment
- Public cloud
- Private cloud
- Hybrid cloud
Geography
- North America
- US
- Canada
- Mexico
- APAC
- China
- Japan
- India
- South Korea
- Australia
- Indonesia
- Europe
- Germany
- UK
- France
- Italy
- The Netherlands
- Spain
- Middle East and Africa
- UAE
- Turkey
- South Africa
- South America
- Brazil
- Argentina
- Colombia
- Rest of World (ROW)
This study identifies the rise of specialized neocloud architectures and bare-metal orchestration as one of the prime reasons driving the global GPU as a service market growth during the next few years. Also, maturation of serverless GPU computing and granular resource fractionalization and convergence of sovereign infrastructure mandates and sustainable energy colocation will lead to sizable demand in the market.
The report on the global GPU as a service market covers the following areas:
- Global GPU as a service market sizing
- Global GPU as a service market forecast
- Global GPU as a service market industry analysis
The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global GPU as a service market vendors that include Advanced Micro Devices Inc., Akamai Technologies Inc., Amazon Web Services Inc., ClearML Inc, CoreWeave Inc, DigitalOcean Holdings Inc., Google LLC, IBM Corp., Jarvis Labs AI Pvt Ltd, Megaport Ltd., Microsoft Corp., Modal Labs Inc., NVIDIA Corp., Oracle Corp., OVH Groupe SA, Race Engineering, RunPod Inc., Scaleway SAS, Tencent Cloud Co. Ltd., Together AI. Also, the global GPU as a service market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.
The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
Table of Contents
1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Service
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Market Segmentation by Deployment
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- 2.3 Factors of disruption
- 2.4 Impact of drivers and challenges
3 Market Landscape
- 3.1 Market ecosystem
- 3.2 Market characteristics
- 3.3 Value chain analysis
4 Market Sizing
- 4.1 Market definition
- 4.2 Market segment analysis
- Market segments
- 4.3 Market size 2025
- 4.4 Market outlook: Forecast for 2025-2030
5 Historic Market Size
- 5.1 Global GPU As A Service Market 2020 - 2024
- Historic Market Size - Data Table on Global GPU As A Service Market 2020 - 2024 ($ million)
- 5.2 Service segment analysis 2020 - 2024
- Historic Market Size - Service Segment 2020 - 2024 ($ million)
- 5.3 End-user segment analysis 2020 - 2024
- Historic Market Size - End-user Segment 2020 - 2024 ($ million)
- 5.4 Deployment segment analysis 2020 - 2024
- Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
- 5.5 Geography segment analysis 2020 - 2024
- Historic Market Size - Geography Segment 2020 - 2024 ($ million)
- 5.6 Country segment analysis 2020 - 2024
- Historic Market Size - Country Segment 2020 - 2024 ($ million)
6 Qualitative Analysis
- 6.1 Impact of AI on Global GPU as a Service Market
- 6.2 Impact of Geopolitical Conflicts on Global GPU as a Service Market
7 Five Forces Analysis
- 7.1 Five forces summary
- Five forces analysis - Comparison between 2025 and 2030
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2025 and 2030
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2025 and 2030
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2025 and 2030
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2025 and 2030
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2025 and 2030
- 7.7 Market condition
8 Market Segmentation by Service
- 8.1 Market segments
- 8.2 Comparison by Service
- 8.3 IaaS - Market size and forecast 2025-2030
- 8.4 PaaS - Market size and forecast 2025-2030
- 8.5 Market opportunity by Service
- Market opportunity by Service ($ million)
9 Market Segmentation by End-user
- 9.1 Market segments
- 9.2 Comparison by End-user
- 9.3 Large enterprises - Market size and forecast 2025-2030
- 9.4 SMEs - Market size and forecast 2025-2030
- 9.5 Market opportunity by End-user
- Market opportunity by End-user ($ million)
10 Market Segmentation by Deployment
- 10.1 Market segments
- 10.2 Comparison by Deployment
- 10.3 Public cloud - Market size and forecast 2025-2030
- 10.4 Private cloud - Market size and forecast 2025-2030
- 10.5 Hybrid cloud - Market size and forecast 2025-2030
- 10.6 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
11 Customer Landscape
- 11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
12 Geographic Landscape
- 12.1 Geographic segmentation
- 12.2 Geographic comparison
- 12.3 North America - Market size and forecast 2025-2030
- 12.3.1 US - Market size and forecast 2025-2030
- 12.3.2 Canada - Market size and forecast 2025-2030
- 12.3.3 Mexico - Market size and forecast 2025-2030
- 12.4 APAC - Market size and forecast 2025-2030
- 12.4.1 China - Market size and forecast 2025-2030
- 12.4.2 Japan - Market size and forecast 2025-2030
- 12.4.3 India - Market size and forecast 2025-2030
- 12.4.4 South Korea - Market size and forecast 2025-2030
- 12.4.5 Australia - Market size and forecast 2025-2030
- 12.4.6 Indonesia - Market size and forecast 2025-2030
- 12.5 Europe - Market size and forecast 2025-2030
- 12.5.1 Germany - Market size and forecast 2025-2030
- 12.5.2 UK - Market size and forecast 2025-2030
- 12.5.3 France - Market size and forecast 2025-2030
- 12.5.4 Italy - Market size and forecast 2025-2030
- 12.5.5 The Netherlands - Market size and forecast 2025-2030
- 12.5.6 Spain - Market size and forecast 2025-2030
- 12.6 Middle East and Africa - Market size and forecast 2025-2030
- 12.6.1 Saudi Arabia - Market size and forecast 2025-2030
- 12.6.2 UAE - Market size and forecast 2025-2030
- 12.6.3 Israel - Market size and forecast 2025-2030
- 12.6.4 Turkey - Market size and forecast 2025-2030
- 12.6.5 South Africa - Market size and forecast 2025-2030
- 12.7 South America - Market size and forecast 2025-2030
- 12.7.1 Brazil - Market size and forecast 2025-2030
- 12.7.2 Argentina - Market size and forecast 2025-2030
- 12.7.3 Colombia - Market size and forecast 2025-2030
- 12.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
13 Drivers, Challenges, and Opportunity
- 13.1 Market drivers
- Accelerated adoption of generative AI and large-scale foundation models
- Escalating capital expenditures and rapid hardware obsolescence cycles
- Proliferation of high-performance computing and virtualization across diverse verticals
- 13.2 Market challenges
- Critical semiconductor supply constraints and memory component bottlenecks
- Severe energy consumption and facility cooling infrastructure constraints
- Multi-tenant security vulnerabilities and cross-border data sovereignty complexities
- 13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2025 and 2030
- 13.4 Market opportunities
- Rise of specialized neocloud architectures and bare-metal orchestration
- Maturation of serverless GPU computing and granular resource fractionalization
- Convergence of sovereign infrastructure mandates and sustainable energy colocation
14 Competitive Landscape
- 14.1 Overview
- 14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 14.3 Landscape disruption
- Overview on factors of disruption
- 14.4 Industry risks
- Impact of key risks on business
15 Competitive Analysis
- 15.1 Companies profiled
- Companies covered
- 15.2 Company ranking index
- Company ranking index
- 15.3 Market positioning of companies
- Matrix on companies position and classification
- 15.4 Advanced Micro Devices Inc.
- Advanced Micro Devices Inc. - Overview
- Advanced Micro Devices Inc. - Business segments
- Advanced Micro Devices Inc. - Key news
- Advanced Micro Devices Inc. - Key offerings
- Advanced Micro Devices Inc. - Segment focus
- SWOT
- 15.5 Akamai Technologies Inc.
- Akamai Technologies Inc. - Overview
- Akamai Technologies Inc. - Business segments
- Akamai Technologies Inc. - Key news
- Akamai Technologies Inc. - Key offerings
- Akamai Technologies Inc. - Segment focus
- SWOT
- 15.6 Amazon Web Services Inc.
- Amazon Web Services Inc. - Overview
- Amazon Web Services Inc. - Product / Service
- Amazon Web Services Inc. - Key offerings
- SWOT
- 15.7 ClearML Inc
- ClearML Inc - Overview
- ClearML Inc - Product / Service
- ClearML Inc - Key offerings
- SWOT
- 15.8 CoreWeave Inc
- CoreWeave Inc - Overview
- CoreWeave Inc - Product / Service
- CoreWeave Inc - Key offerings
- SWOT
- 15.9 DigitalOcean Holdings Inc.
- DigitalOcean Holdings Inc. - Overview
- DigitalOcean Holdings Inc. - Business segments
- DigitalOcean Holdings Inc. - Key offerings
- DigitalOcean Holdings Inc. - Segment focus
- SWOT
- 15.10 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key news
- Google LLC - Key offerings
- SWOT
- 15.11 Jarvis Labs AI Pvt Ltd
- Jarvis Labs AI Pvt Ltd - Overview
- Jarvis Labs AI Pvt Ltd - Product / Service
- Jarvis Labs AI Pvt Ltd - Key offerings
- SWOT
- 15.12 Megaport Ltd.
- Megaport Ltd. - Overview
- Megaport Ltd. - Product / Service
- Megaport Ltd. - Key offerings
- SWOT
- 15.13 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 15.14 Modal Labs Inc.
- Modal Labs Inc. - Overview
- Modal Labs Inc. - Product / Service
- Modal Labs Inc. - Key offerings
- SWOT
- 15.15 NVIDIA Corp.
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
- SWOT
- 15.16 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
- 15.17 OVH Groupe SA
- OVH Groupe SA - Overview
- OVH Groupe SA - Business segments
- OVH Groupe SA - Key news
- OVH Groupe SA - Key offerings
- OVH Groupe SA - Segment focus
- SWOT
- 15.18 Scaleway SAS
- Scaleway SAS - Overview
- Scaleway SAS - Product / Service
- Scaleway SAS - Key offerings
- SWOT
16 Appendix
- 16.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- 16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 16.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 16.4 Research methodology
- Research methodology
- 16.5 Data procurement
- Information sources
- 16.6 Data validation
- Data validation
- 16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 16.8 Data synthesis
- Data synthesis
- 16.9 360 degree market analysis
- 360 degree market analysis
- 16.10 List of abbreviations
- List of abbreviations
