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Alibaba Cloud
Amazon Web Services Inc.
Anthropic
BAIdu Inc.
CoreWeave
DataRobot Inc.
Google LLC
H2O.AI Inc.
Huawei Cloud Computing Technologies Co. Ltd.
Hugging Face
International Business Machines Corp.
Microsoft Corp.
NVIDIA Corp.
Oracle Corp.
Tencent Holdings Ltd.
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The ai model hosting market is forecasted to grow by USD 23,183.7 mn during 2024-2029, accelerating at a CAGR of 27.6% during the forecast period. The report on the ai model hosting 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 proliferation and escalating complexity of generative ai models, democratization of ai development and widespread enterprise adoption, and increasing demand for real time and low latency ai applications at edge.
Market Scope
Base Year 2025
End Year 2029
Series Year 2025-2029
Growth Momentum Accelerate
YOY 2025 26.2%
CAGR 27.6%
Incremental Value $23,183.7 mn
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.
Technavio's ai model hosting market is segmented as below:
By Platform
By Deployment
By Price
Pay-per-use
Subscription
Freemium
By End-user
Finance
Healthcare
Retail
Industrial
Others
By Geographical Landscape
North America
APAC
Europe
South America
Middle East and Africa
This study identifies the proliferation and increasing complexity of foundational and generative ai models as one of the prime reasons driving the ai model hosting market growth during the next few years. Also, democratization of ai adoption and mandate for scalable mlops and ascendancy of sovereign ai and stringent data residency regulations will lead to sizable demand in the market.
The report on the ai model hosting market covers the following areas:
AI Model Hosting Market sizing
AI Model Hosting Market forecast
AI Model Hosting 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 ai model hosting market vendors that include Alibaba Cloud, Amazon Web Services Inc., Anthropic, Baidu Inc., CoreWeave, DataRobot Inc., Deep Infra, Google LLC, H2O.ai Inc., Huawei Cloud Computing Technologies Co. Ltd., Hugging Face, International Business Machines Corp., Microsoft Corp., Modal, Nebius, NVIDIA Corp., Oracle Corp., Paperspace Co., Softude, and Tencent Holdings Ltd.. Also, the ai model hosting 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 Geographical Landscape
Executive Summary - Chart on Market Segmentation by Platform
Executive Summary - Chart on Market Segmentation by Deployment
Executive Summary - Chart on Market Segmentation by Price
Executive Summary - Chart on Market Segmentation by End-user
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
Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
Overview on factors of disruption
2.4 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
3.1 Market ecosystem
Parent Market
Data Table on - Parent Market
3.2 Market characteristics
Market characteristics analysis
3.3 Value chain analysis
4 Market Sizing
4.1 Market definition
Offerings of companies included in the market definition
4.2 Market segment analysis
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
Chart on Global - Market size and forecast 2024-2029 ($ million)
Data Table on Global - Market size and forecast 2024-2029 ($ million)
Chart on Global Market: Year-over-year growth 2024-2029 (%)
Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
5.1 Global AI Model Hosting Market 2019 - 2023
Historic Market Size - Data Table on Global AI Model Hosting Market 2019 - 2023 ($ million)
5.2 Platform segment analysis 2019 - 2023
Historic Market Size - Platform Segment 2019 - 2023 ($ million)
5.3 Deployment segment analysis 2019 - 2023
Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
5.4 Price segment analysis 2019 - 2023
Historic Market Size - Price Segment 2019 - 2023 ($ million)
5.5 End-user segment analysis 2019 - 2023
Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.6 Geography segment analysis 2019 - 2023
Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.7 Country segment analysis 2019 - 2023
Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Five Forces Analysis
6.1 Five forces summary
Five forces analysis - Comparison between 2024 and 2029
6.2 Bargaining power of buyers
Bargaining power of buyers - Impact of key factors 2024 and 2029
6.3 Bargaining power of suppliers
Bargaining power of suppliers - Impact of key factors in 2024 and 2029
6.4 Threat of new entrants
Threat of new entrants - Impact of key factors in 2024 and 2029
6.5 Threat of substitutes
Threat of substitutes - Impact of key factors in 2024 and 2029
6.6 Threat of rivalry
Threat of rivalry - Impact of key factors in 2024 and 2029
6.7 Market condition
Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Platform
7.1 Market segments
Chart on Platform - Market share 2024-2029 (%)
Data Table on Platform - Market share 2024-2029 (%)
7.2 Comparison by Platform
Chart on Comparison by Platform
Data Table on Comparison by Platform
7.3 GPU - Market size and forecast 2024-2029
Chart on GPU - Market size and forecast 2024-2029 ($ million)
Data Table on GPU - Market size and forecast 2024-2029 ($ million)
Chart on GPU - Year-over-year growth 2024-2029 (%)
Data Table on GPU - Year-over-year growth 2024-2029 (%)
7.4 CPU - Market size and forecast 2024-2029
Chart on CPU - Market size and forecast 2024-2029 ($ million)
Data Table on CPU - Market size and forecast 2024-2029 ($ million)
Chart on CPU - Year-over-year growth 2024-2029 (%)
Data Table on CPU - Year-over-year growth 2024-2029 (%)
7.5 FPGA - Market size and forecast 2024-2029
Chart on FPGA - Market size and forecast 2024-2029 ($ million)
Data Table on FPGA - Market size and forecast 2024-2029 ($ million)
Chart on FPGA - Year-over-year growth 2024-2029 (%)
Data Table on FPGA - Year-over-year growth 2024-2029 (%)
7.6 Market opportunity by Platform
Market opportunity by Platform ($ million)
Data Table on Market opportunity by Platform ($ million)
8 Market Segmentation by Deployment
8.1 Market segments
Chart on Deployment - Market share 2024-2029 (%)
Data Table on Deployment - Market share 2024-2029 (%)
8.2 Comparison by Deployment
Chart on Comparison by Deployment
Data Table on Comparison by Deployment
8.3 Public - Market size and forecast 2024-2029
Chart on Public - Market size and forecast 2024-2029 ($ million)
Data Table on Public - Market size and forecast 2024-2029 ($ million)
Chart on Public - Year-over-year growth 2024-2029 (%)
Data Table on Public - Year-over-year growth 2024-2029 (%)
8.4 Private - Market size and forecast 2024-2029
Chart on Private - Market size and forecast 2024-2029 ($ million)
Data Table on Private - Market size and forecast 2024-2029 ($ million)
Chart on Private - Year-over-year growth 2024-2029 (%)
Data Table on Private - Year-over-year growth 2024-2029 (%)
8.5 Hybrid - Market size and forecast 2024-2029
Chart on Hybrid - Market size and forecast 2024-2029 ($ million)
Data Table on Hybrid - Market size and forecast 2024-2029 ($ million)
Chart on Hybrid - Year-over-year growth 2024-2029 (%)
Data Table on Hybrid - Year-over-year growth 2024-2029 (%)
8.6 Market opportunity by Deployment
Market opportunity by Deployment ($ million)
Data Table on Market opportunity by Deployment ($ million)
9 Market Segmentation by Price
9.1 Market segments
Chart on Price - Market share 2024-2029 (%)
Data Table on Price - Market share 2024-2029 (%)
9.2 Comparison by Price
Chart on Comparison by Price
Data Table on Comparison by Price
9.3 Pay-per-use - Market size and forecast 2024-2029
Chart on Pay-per-use - Market size and forecast 2024-2029 ($ million)
Data Table on Pay-per-use - Market size and forecast 2024-2029 ($ million)
Chart on Pay-per-use - Year-over-year growth 2024-2029 (%)
Data Table on Pay-per-use - Year-over-year growth 2024-2029 (%)
9.4 Subscription - Market size and forecast 2024-2029
Chart on Subscription - Market size and forecast 2024-2029 ($ million)
Data Table on Subscription - Market size and forecast 2024-2029 ($ million)
Chart on Subscription - Year-over-year growth 2024-2029 (%)
Data Table on Subscription - Year-over-year growth 2024-2029 (%)
9.5 Freemium - Market size and forecast 2024-2029
Chart on Freemium - Market size and forecast 2024-2029 ($ million)
Data Table on Freemium - Market size and forecast 2024-2029 ($ million)
Chart on Freemium - Year-over-year growth 2024-2029 (%)
Data Table on Freemium - Year-over-year growth 2024-2029 (%)
9.6 Market opportunity by Price
Market opportunity by Price ($ million)
Data Table on Market opportunity by Price ($ million)
10 Market Segmentation by End-user
10.1 Market segments
Chart on End-user - Market share 2024-2029 (%)
Data Table on End-user - Market share 2024-2029 (%)
10.2 Comparison by End-user
Chart on Comparison by End-user
Data Table on Comparison by End-user
10.3 Finance - Market size and forecast 2024-2029
Chart on Finance - Market size and forecast 2024-2029 ($ million)
Data Table on Finance - Market size and forecast 2024-2029 ($ million)
Chart on Finance - Year-over-year growth 2024-2029 (%)
Data Table on Finance - Year-over-year growth 2024-2029 (%)
10.4 Healthcare - Market size and forecast 2024-2029
Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
Chart on Healthcare - Year-over-year growth 2024-2029 (%)
Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
10.5 Retail - Market size and forecast 2024-2029
Chart on Retail - Market size and forecast 2024-2029 ($ million)
Data Table on Retail - Market size and forecast 2024-2029 ($ million)
Chart on Retail - Year-over-year growth 2024-2029 (%)
Data Table on Retail - Year-over-year growth 2024-2029 (%)
10.6 Industrial - Market size and forecast 2024-2029
Chart on Industrial - Market size and forecast 2024-2029 ($ million)
Data Table on Industrial - Market size and forecast 2024-2029 ($ million)
Chart on Industrial - Year-over-year growth 2024-2029 (%)
Data Table on Industrial - Year-over-year growth 2024-2029 (%)
10.7 Others - Market size and forecast 2024-2029
Chart on Others - Market size and forecast 2024-2029 ($ million)
Data Table on Others - Market size and forecast 2024-2029 ($ million)
Chart on Others - Year-over-year growth 2024-2029 (%)
Data Table on Others - Year-over-year growth 2024-2029 (%)
10.8 Market opportunity by End-user
Market opportunity by End-user ($ million)
Data Table on Market opportunity by End-user ($ 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
Chart on Market share By Geographical Landscape 2024-2029 (%)
Data Table on Market share By Geographical Landscape 2024-2029 (%)
12.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
12.3 North America - Market size and forecast 2024-2029
Chart on North America - Market size and forecast 2024-2029 ($ million)
Data Table on North America - Market size and forecast 2024-2029 ($ million)
Chart on North America - Year-over-year growth 2024-2029 (%)
Data Table on North America - Year-over-year growth 2024-2029 (%)
12.4 APAC - Market size and forecast 2024-2029
Chart on APAC - Market size and forecast 2024-2029 ($ million)
Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Chart on APAC - Year-over-year growth 2024-2029 (%)
Data Table on APAC - Year-over-year growth 2024-2029 (%)
12.5 Europe - Market size and forecast 2024-2029
Chart on Europe - Market size and forecast 2024-2029 ($ million)
Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Chart on Europe - Year-over-year growth 2024-2029 (%)
Data Table on Europe - Year-over-year growth 2024-2029 (%)
12.6 South America - Market size and forecast 2024-2029
Chart on South America - Market size and forecast 2024-2029 ($ million)
Data Table on South America - Market size and forecast 2024-2029 ($ million)
Chart on South America - Year-over-year growth 2024-2029 (%)
Data Table on South America - Year-over-year growth 2024-2029 (%)
12.7 Middle East and Africa - Market size and forecast 2024-2029
Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
12.8 US - Market size and forecast 2024-2029
Chart on US - Market size and forecast 2024-2029 ($ million)
Data Table on US - Market size and forecast 2024-2029 ($ million)
Chart on US - Year-over-year growth 2024-2029 (%)
Data Table on US - Year-over-year growth 2024-2029 (%)
12.9 China - Market size and forecast 2024-2029
Chart on China - Market size and forecast 2024-2029 ($ million)
Data Table on China - Market size and forecast 2024-2029 ($ million)
Chart on China - Year-over-year growth 2024-2029 (%)
Data Table on China - Year-over-year growth 2024-2029 (%)
12.10 South Korea - Market size and forecast 2024-2029
Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Chart on South Korea - Year-over-year growth 2024-2029 (%)
Data Table on South Korea - Year-over-year growth 2024-2029 (%)
12.11 Germany - Market size and forecast 2024-2029
Chart on Germany - Market size and forecast 2024-2029 ($ million)
Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Chart on Germany - Year-over-year growth 2024-2029 (%)
Data Table on Germany - Year-over-year growth 2024-2029 (%)
12.12 UK - Market size and forecast 2024-2029
Chart on UK - Market size and forecast 2024-2029 ($ million)
Data Table on UK - Market size and forecast 2024-2029 ($ million)
Chart on UK - Year-over-year growth 2024-2029 (%)
Data Table on UK - Year-over-year growth 2024-2029 (%)
12.13 Canada - Market size and forecast 2024-2029
Chart on Canada - Market size and forecast 2024-2029 ($ million)
Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Chart on Canada - Year-over-year growth 2024-2029 (%)
Data Table on Canada - Year-over-year growth 2024-2029 (%)
12.14 Japan - Market size and forecast 2024-2029
Chart on Japan - Market size and forecast 2024-2029 ($ million)
Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Chart on Japan - Year-over-year growth 2024-2029 (%)
Data Table on Japan - Year-over-year growth 2024-2029 (%)
12.15 India - Market size and forecast 2024-2029
Chart on India - Market size and forecast 2024-2029 ($ million)
Data Table on India - Market size and forecast 2024-2029 ($ million)
Chart on India - Year-over-year growth 2024-2029 (%)
Data Table on India - Year-over-year growth 2024-2029 (%)
12.16 France - Market size and forecast 2024-2029
Chart on France - Market size and forecast 2024-2029 ($ million)
Data Table on France - Market size and forecast 2024-2029 ($ million)
Chart on France - Year-over-year growth 2024-2029 (%)
Data Table on France - Year-over-year growth 2024-2029 (%)
12.17 Australia - Market size and forecast 2024-2029
Chart on Australia - Market size and forecast 2024-2029 ($ million)
Data Table on Australia - Market size and forecast 2024-2029 ($ million)
Chart on Australia - Year-over-year growth 2024-2029 (%)
Data Table on Australia - Year-over-year growth 2024-2029 (%)
12.18 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
13 Drivers, Challenges, and Opportunity/Restraints
13.1 Market drivers
13.2 Market challenges
13.3 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
13.4 Market opportunities/restraints
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
15.2 Company ranking index
15.3 Market positioning of companies
Matrix on companies position and classification
15.4 Alibaba Cloud
Alibaba Cloud - Overview
Alibaba Cloud - Product / Service
Alibaba Cloud - Key offerings
SWOT
15.5 Amazon Web Services Inc.
Amazon Web Services Inc. - Overview
Amazon Web Services Inc. - Product / Service
Amazon Web Services Inc. - Key news
Amazon Web Services Inc. - Key offerings
SWOT
15.6 Anthropic
Anthropic - Overview
Anthropic - Product / Service
Anthropic - Key offerings
SWOT
15.7 Baidu Inc.
Baidu Inc. - Overview
Baidu Inc. - Business segments
Baidu Inc. - Key offerings
Baidu Inc. - Segment focus
SWOT
15.8 CoreWeave
CoreWeave - Overview
CoreWeave - Product / Service
CoreWeave - Key offerings
SWOT
15.9 DataRobot Inc.
DataRobot Inc. - Overview
DataRobot Inc. - Product / Service
DataRobot Inc. - Key offerings
SWOT
15.10 Google LLC
Google LLC - Overview
Google LLC - Product / Service
Google LLC - Key offerings
SWOT
15.11 H2O.ai Inc.
H2O.ai Inc. - Overview
H2O.ai Inc. - Product / Service
H2O.ai Inc. - Key offerings
SWOT
15.12 Huawei Cloud Computing Technologies Co. Ltd.
Huawei Cloud Computing Technologies Co. Ltd. - Overview
Huawei Cloud Computing Technologies Co. Ltd. - Product / Service
Huawei Cloud Computing Technologies Co. Ltd. - Key offerings
SWOT
15.13 Hugging Face
Hugging Face - Overview
Hugging Face - Product / Service
Hugging Face - Key offerings
SWOT
15.14 International Business Machines Corp.
International Business Machines Corp. - Overview
International Business Machines Corp. - Business segments
International Business Machines Corp. - Key news
International Business Machines Corp. - Key offerings
International Business Machines Corp. - Segment focus
SWOT
15.15 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
SWOT
15.16 NVIDIA Corp.
NVIDIA Corp. - Overview
NVIDIA Corp. - Business segments
NVIDIA Corp. - Key news
NVIDIA Corp. - Key offerings
NVIDIA Corp. - Segment focus
SWOT
15.17 Oracle Corp.
Oracle Corp. - Overview
Oracle Corp. - Business segments
Oracle Corp. - Key news
Oracle Corp. - Key offerings
Oracle Corp. - Segment focus
SWOT
15.18 Tencent Holdings Ltd.
Tencent Holdings Ltd. - Overview
Tencent Holdings Ltd. - Business segments
Tencent Holdings Ltd. - Key news
Tencent Holdings Ltd. - Key offerings
Tencent Holdings Ltd. - Segment focus
SWOT
16 Appendix
16.1 Scope of the report
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
16.5 Data procurement
16.6 Data validation
16.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
16.8 Data synthesis
16.9 360 degree market analysis
360 degree market analysis
16.10 List of abbreviations