AI 모델 호스팅 시장(2026-2030년)

The global ai model hosting market is forecasted to grow by USD 32586.1 mn during 2025-2030, accelerating at a CAGR of 29.6% during the forecast period. The report on the global 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 structural evolution toward agentic ai runtimes and autonomous orchestration, industrialization of ai superfactories and next-generation silicon architectures, growth of interoperable agent ecosystems and standardized communication protocols.

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 global ai model hosting market is segmented as below:

By Platform

• GPU
• CPU
• FPGA

By Deployment

• Public
• Private
• Hybrid

By Price

• Pay-per-use
• Subscription
• Freemium

By End-User

• Finance
• Healthcare
• Retail
• Industrial
• Others

Geography

• North America
  • US
  • Canada
  • Mexico
• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Singapore
• Europe
  • UK
  • Germany
  • France
  • The Netherlands
  • Italy
  • Spain
• South America
  • Brazil
  • Chile
  • Argentina
• Middle East and Africa
  • UAE
  • South Africa
  • Egypt
• Rest of World (ROW)

This study identifies the transition toward agentic runtimes and open orchestration frameworks as one of the prime reasons driving the global ai model hosting market growth during the next few years. Also, emergence of sovereign ai factories and localized infrastructure and adoption of standardized inter-agent communication and payment protocols will lead to sizable demand in the market.

The report on the global ai model hosting market covers the following areas:

• Global ai model hosting market sizing
• Global ai model hosting market forecast
• Global 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 global ai model hosting market vendors that include Alibaba Cloud, Amazon Web Services Inc., Anthropic, Baidu Inc., Cloudflare Inc., Cohere, CoreWeave Inc, Fireworks AI Inc., Google LLC, IBM Corp., Lambda Inc., Microsoft Corp., Mistral AI, NVIDIA Corp., OpenAI, Oracle Corp., Paperspace Co., Replicate Inc., SAP SE, Snowflake Inc.. Also, the global 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 Geography
  • 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
• 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 AI Model Hosting Market 2020 - 2024
  • Historic Market Size - Data Table on Global AI Model Hosting Market 2020 - 2024 ($ million)
• 5.2 Platform segment analysis 2020 - 2024
  • Historic Market Size - Platform Segment 2020 - 2024 ($ million)
• 5.3 Deployment segment analysis 2020 - 2024
  • Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
• 5.4 Price segment analysis 2020 - 2024
  • Historic Market Size - Price Segment 2020 - 2024 ($ million)
• 5.5 End-user segment analysis 2020 - 2024
  • Historic Market Size - End-user Segment 2020 - 2024 ($ million)
• 5.6 Geography segment analysis 2020 - 2024
  • Historic Market Size - Geography Segment 2020 - 2024 ($ million)
• 5.7 Country segment analysis 2020 - 2024
  • Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

• 6.1 Impact of Geopolitical Conflict on Global AI Model Hosting 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 Platform

• 8.1 Market segments
• 8.2 Comparison by Platform
• 8.3 GPU - Market size and forecast 2025-2030
• 8.4 CPU - Market size and forecast 2025-2030
• 8.5 FPGA - Market size and forecast 2025-2030
• 8.6 Market opportunity by Platform
  • Market opportunity by Platform ($ million)

9 Market Segmentation by Deployment

• 9.1 Market segments
• 9.2 Comparison by Deployment
• 9.3 Public - Market size and forecast 2025-2030
• 9.4 Private - Market size and forecast 2025-2030
• 9.5 Hybrid - Market size and forecast 2025-2030
• 9.6 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

10 Market Segmentation by Price

• 10.1 Market segments
• 10.2 Comparison by Price
• 10.3 Pay-per-use - Market size and forecast 2025-2030
• 10.4 Subscription - Market size and forecast 2025-2030
• 10.5 Freemium - Market size and forecast 2025-2030
• 10.6 Market opportunity by Price
  • Market opportunity by Price ($ million)

11 Market Segmentation by End-user

• 11.1 Market segments
• 11.2 Comparison by End-user
• 11.3 Finance - Market size and forecast 2025-2030
• 11.4 Healthcare - Market size and forecast 2025-2030
• 11.5 Retail - Market size and forecast 2025-2030
• 11.6 Industrial - Market size and forecast 2025-2030
• 11.7 Others - Market size and forecast 2025-2030
• 11.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)

12 Customer Landscape

• 12.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

13 Geographic Landscape

• 13.1 Geographic segmentation
• 13.2 Geographic comparison
• 13.3 North America - Market size and forecast 2025-2030
  • 13.3.1 US - Market size and forecast 2025-2030
  • 13.3.2 Canada - Market size and forecast 2025-2030
  • 13.3.3 Mexico - Market size and forecast 2025-2030
• 13.4 APAC - Market size and forecast 2025-2030
  • 13.4.1 China - Market size and forecast 2025-2030
  • 13.4.2 Japan - Market size and forecast 2025-2030
  • 13.4.3 India - Market size and forecast 2025-2030
  • 13.4.4 South Korea - Market size and forecast 2025-2030
  • 13.4.5 Australia - Market size and forecast 2025-2030
  • 13.4.6 Singapore - Market size and forecast 2025-2030
• 13.5 Europe - Market size and forecast 2025-2030
  • 13.5.1 UK - Market size and forecast 2025-2030
  • 13.5.2 Germany - Market size and forecast 2025-2030
  • 13.5.3 France - Market size and forecast 2025-2030
  • 13.5.4 The Netherlands - Market size and forecast 2025-2030
  • 13.5.5 Italy - Market size and forecast 2025-2030
  • 13.5.6 Spain - Market size and forecast 2025-2030
• 13.6 South America - Market size and forecast 2025-2030
  • 13.6.1 Brazil - Market size and forecast 2025-2030
  • 13.6.2 Chile - Market size and forecast 2025-2030
  • 13.6.3 Argentina - Market size and forecast 2025-2030
• 13.7 Middle East and Africa - Market size and forecast 2025-2030
  • 13.7.1 Saudi Arabia - Market size and forecast 2025-2030
  • 13.7.2 UAE - Market size and forecast 2025-2030
  • 13.7.3 South Africa - Market size and forecast 2025-2030
  • 13.7.4 Israel - Market size and forecast 2025-2030
  • 13.7.5 Egypt - Market size and forecast 2025-2030
• 13.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

14 Drivers, Challenges, and Opportunity

• 14.1 Market drivers
  • Structural evolution toward agentic AI runtimes and autonomous orchestration
  • Industrialization of AI superfactories and next-generation silicon architectures
  • Growth of interoperable agent ecosystems and standardized communication protocols
• 14.2 Market challenges
  • Escalating infrastructure costs and energy constraints
  • Regulatory fragmentation and data sovereignty compliance
  • Technical complexity of agentic orchestration and reliability
• 14.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 14.4 Market opportunities
  • Transition toward agentic runtimes and open orchestration frameworks
  • Emergence of sovereign AI factories and localized infrastructure
  • Adoption of standardized inter-agent communication and payment protocols

15 Competitive Landscape

• 15.1 Overview
• 15.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 15.3 Landscape disruption
  • Overview on factors of disruption
• 15.4 Industry risks
  • Impact of key risks on business

16 Competitive Analysis

• 16.1 Companies profiled
  • Companies covered
• 16.2 Company ranking index
  • Company ranking index
• 16.3 Market positioning of companies
  • Matrix on companies position and classification
• 16.4 Alibaba Cloud
  • Alibaba Cloud - Overview
  • Alibaba Cloud - Product / Service
  • Alibaba Cloud - Key offerings
  • SWOT
• 16.5 Amazon Web Services Inc.
  • Amazon Web Services Inc. - Overview
  • Amazon Web Services Inc. - Product / Service
  • Amazon Web Services Inc. - Key offerings
  • SWOT
• 16.6 Baidu Inc.
  • Baidu Inc. - Overview
  • Baidu Inc. - Business segments
  • Baidu Inc. - Key news
  • Baidu Inc. - Key offerings
  • Baidu Inc. - Segment focus
  • SWOT
• 16.7 Cloudflare Inc.
  • Cloudflare Inc. - Overview
  • Cloudflare Inc. - Product / Service
  • Cloudflare Inc. - Key offerings
  • SWOT
• 16.8 Cohere
  • Cohere - Overview
  • Cohere - Product / Service
  • Cohere - Key offerings
  • SWOT
• 16.9 Fireworks AI Inc.
  • Fireworks AI Inc. - Overview
  • Fireworks AI Inc. - Product / Service
  • Fireworks AI Inc. - Key offerings
  • SWOT
• 16.10 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 16.11 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 16.12 Lambda Inc.
  • Lambda Inc. - Overview
  • Lambda Inc. - Product / Service
  • Lambda Inc. - Key offerings
  • SWOT
• 16.13 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 16.14 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
  • SWOT
• 16.15 OpenAI
  • OpenAI - Overview
  • OpenAI - Product / Service
  • OpenAI - Key offerings
  • SWOT
• 16.16 Oracle Corp.
  • Oracle Corp. - Overview
  • Oracle Corp. - Business segments
  • Oracle Corp. - Key news
  • Oracle Corp. - Key offerings
  • Oracle Corp. - Segment focus
  • SWOT
• 16.17 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
  • SWOT
• 16.18 Snowflake Inc.
  • Snowflake Inc. - Overview
  • Snowflake Inc. - Business segments
  • Snowflake Inc. - Key news
  • Snowflake Inc. - Key offerings
  • Snowflake Inc. - Segment focus
  • SWOT

17 Appendix

• 17.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 17.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 17.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 17.4 Research methodology
  • Research methodology
• 17.5 Data procurement
  • Information sources
• 17.6 Data validation
  • Data validation
• 17.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 17.8 Data synthesis
  • Data synthesis
• 17.9 360 degree market analysis
  • 360 degree market analysis
• 17.10 List of abbreviations
  • List of abbreviations