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Alibaba Cloud
Amazon Web Services Inc.
BAIdu Inc.
DataRobot Inc.
Domino Data Lab Inc.
Google LLC
H2O.AI Inc.
International Business Machines Corp.
Microsoft Corp.
NVIDIA Corp.
Oracle Corp.
SAS Institute Inc.
Seldon Technologies
TIBCO Software Inc.
ValohAI
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The model serving platforms market is forecasted to grow by USD 10,049.2 mn during 2024-2029, accelerating at a CAGR of 40.9% during the forecast period. The report on the model serving platforms 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 increasing complexity of ai models, particularly generative ai, escalating demand for real-time, low-latency ai applications, and maturation of mlops and intensified focus on governance, risk, and compliance.
Market Scope
Base Year 2025
End Year 2029
Series Year 2025-2029
Growth Momentum Accelerate
YOY 2025 38.4%
CAGR 40.9%
Incremental Value $10,049.2 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 model serving platforms market is segmented as below:
By Type
Machine learning models
Deep learning models
Large language models
By Deployment
By End-user
BFSI
IT and telecom
Healthcare
Manufacturing
Others
By Geographical Landscape
North America
APAC
Europe
Middle East and Africa
South America
This study identifies the exponential growth of generative ai and large language models as one of the prime reasons driving the model serving platforms market growth during the next few years. Also, maturation of mlops and imperative for robust governance and democratization of ai and pursuit of cost-effective scalability will lead to sizable demand in the market.
The report on the model serving platforms market covers the following areas:
Model Serving Platforms Market sizing
Model Serving Platforms Market forecast
Model Serving Platforms 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 model serving platforms market vendors that include Alibaba Cloud, Amazon Web Services Inc., Baidu Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., Domino Data Lab Inc., Evidently AI, Google LLC, H2O.ai Inc., Iguazio Ltd., International Business Machines Corp., Microsoft Corp., MindsDB., NVIDIA Corp., Oracle Corp., SAS Institute Inc., Seldon Technologies, TIBCO Software Inc., and Valohai. Also, the model serving platforms 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 Type
Executive Summary - Chart on Market Segmentation by Deployment
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 Model Serving Platforms Market 2019 - 2023
Historic Market Size - Data Table on Global Model Serving Platforms Market 2019 - 2023 ($ million)
5.2 Type segment analysis 2019 - 2023
Historic Market Size - Type Segment 2019 - 2023 ($ million)
5.3 Deployment segment analysis 2019 - 2023
Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
5.4 End-user segment analysis 2019 - 2023
Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.5 Geography segment analysis 2019 - 2023
Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.6 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 Type
7.1 Market segments
Chart on Type - Market share 2024-2029 (%)
Data Table on Type - Market share 2024-2029 (%)
7.2 Comparison by Type
Chart on Comparison by Type
Data Table on Comparison by Type
7.3 Machine learning models - Market size and forecast 2024-2029
Chart on Machine learning models - Market size and forecast 2024-2029 ($ million)
Data Table on Machine learning models - Market size and forecast 2024-2029 ($ million)
Chart on Machine learning models - Year-over-year growth 2024-2029 (%)
Data Table on Machine learning models - Year-over-year growth 2024-2029 (%)
7.4 Deep learning models - Market size and forecast 2024-2029
Chart on Deep learning models - Market size and forecast 2024-2029 ($ million)
Data Table on Deep learning models - Market size and forecast 2024-2029 ($ million)
Chart on Deep learning models - Year-over-year growth 2024-2029 (%)
Data Table on Deep learning models - Year-over-year growth 2024-2029 (%)
7.5 Large language models - Market size and forecast 2024-2029
Chart on Large language models - Market size and forecast 2024-2029 ($ million)
Data Table on Large language models - Market size and forecast 2024-2029 ($ million)
Chart on Large language models - Year-over-year growth 2024-2029 (%)
Data Table on Large language models - Year-over-year growth 2024-2029 (%)
7.6 Market opportunity by Type
Market opportunity by Type ($ million)
Data Table on Market opportunity by Type ($ 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 Cloud - Market size and forecast 2024-2029
Chart on Cloud - Market size and forecast 2024-2029 ($ million)
Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
Chart on Cloud - Year-over-year growth 2024-2029 (%)
Data Table on Cloud - Year-over-year growth 2024-2029 (%)
8.4 On premises - Market size and forecast 2024-2029
Chart on On premises - Market size and forecast 2024-2029 ($ million)
Data Table on On premises - Market size and forecast 2024-2029 ($ million)
Chart on On premises - Year-over-year growth 2024-2029 (%)
Data Table on On premises - Year-over-year growth 2024-2029 (%)
8.5 Market opportunity by Deployment
Market opportunity by Deployment ($ million)
Data Table on Market opportunity by Deployment ($ million)
9 Market Segmentation by End-user
9.1 Market segments
Chart on End-user - Market share 2024-2029 (%)
Data Table on End-user - Market share 2024-2029 (%)
9.2 Comparison by End-user
Chart on Comparison by End-user
Data Table on Comparison by End-user
9.3 BFSI - Market size and forecast 2024-2029
Chart on BFSI - Market size and forecast 2024-2029 ($ million)
Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
Chart on BFSI - Year-over-year growth 2024-2029 (%)
Data Table on BFSI - Year-over-year growth 2024-2029 (%)
9.4 IT and telecom - Market size and forecast 2024-2029
Chart on IT and telecom - Market size and forecast 2024-2029 ($ million)
Data Table on IT and telecom - Market size and forecast 2024-2029 ($ million)
Chart on IT and telecom - Year-over-year growth 2024-2029 (%)
Data Table on IT and telecom - Year-over-year growth 2024-2029 (%)
9.5 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 (%)
9.6 Manufacturing - Market size and forecast 2024-2029
Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
9.7 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 (%)
9.8 Market opportunity by End-user
Market opportunity by End-user ($ million)
Data Table on Market opportunity by End-user ($ million)
10 Customer Landscape
10.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape
11.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2024-2029 (%)
Data Table on Market share By Geographical Landscape 2024-2029 (%)
11.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
11.3 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 (%)
11.4 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 (%)
11.5 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 (%)
11.6 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 (%)
11.7 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 (%)
11.8 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 (%)
11.9 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 (%)
11.10 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 (%)
11.11 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 (%)
11.12 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 (%)
11.13 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 (%)
11.14 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 (%)
11.15 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 (%)
11.16 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 (%)
11.17 Brazil - Market size and forecast 2024-2029
Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Chart on Brazil - Year-over-year growth 2024-2029 (%)
Data Table on Brazil - Year-over-year growth 2024-2029 (%)
11.18 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
12 Drivers, Challenges, and Opportunity/Restraints
12.1 Market drivers
12.2 Market challenges
12.3 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
12.4 Market opportunities/restraints
13 Competitive Landscape
13.1 Overview
13.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
13.3 Landscape disruption
Overview on factors of disruption
13.4 Industry risks
Impact of key risks on business
14 Competitive Analysis
14.1 Companies profiled
14.2 Company ranking index
14.3 Market positioning of companies
Matrix on companies position and classification
14.4 Alibaba Cloud
Alibaba Cloud - Overview
Alibaba Cloud - Product / Service
Alibaba Cloud - Key offerings
SWOT
14.5 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
14.6 Baidu Inc.
Baidu Inc. - Overview
Baidu Inc. - Business segments
Baidu Inc. - Key offerings
Baidu Inc. - Segment focus
SWOT
14.7 DataRobot Inc.
DataRobot Inc. - Overview
DataRobot Inc. - Product / Service
DataRobot Inc. - Key offerings
SWOT
14.8 Domino Data Lab Inc.
Domino Data Lab Inc. - Overview
Domino Data Lab Inc. - Product / Service
Domino Data Lab Inc. - Key offerings
SWOT
14.9 Google LLC
Google LLC - Overview
Google LLC - Product / Service
Google LLC - Key offerings
SWOT
14.10 H2O.ai Inc.
H2O.ai Inc. - Overview
H2O.ai Inc. - Product / Service
H2O.ai Inc. - Key offerings
SWOT
14.11 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
14.12 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
SWOT
14.13 NVIDIA Corp.
NVIDIA Corp. - Overview
NVIDIA Corp. - Business segments
NVIDIA Corp. - Key news
NVIDIA Corp. - Key offerings
NVIDIA Corp. - Segment focus
SWOT
14.14 Oracle Corp.
Oracle Corp. - Overview
Oracle Corp. - Business segments
Oracle Corp. - Key news
Oracle Corp. - Key offerings
Oracle Corp. - Segment focus
SWOT
14.15 SAS Institute Inc.
SAS Institute Inc. - Overview
SAS Institute Inc. - Product / Service
SAS Institute Inc. - Key news
SAS Institute Inc. - Key offerings
SWOT
14.16 Seldon Technologies
Seldon Technologies - Overview
Seldon Technologies - Product / Service
Seldon Technologies - Key offerings
SWOT
14.17 TIBCO Software Inc.
TIBCO Software Inc. - Overview
TIBCO Software Inc. - Product / Service
TIBCO Software Inc. - Key offerings
SWOT
14.18 Valohai
Valohai - Overview
Valohai - Product / Service
Valohai - Key offerings
SWOT
15 Appendix
15.1 Scope of the report
15.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
15.3 Currency conversion rates for US$
Currency conversion rates for US$
15.4 Research methodology
15.5 Data procurement
15.6 Data validation
15.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
15.8 Data synthesis
15.9 360 degree market analysis
360 degree market analysis
15.10 List of abbreviations