The global Tiny Machine Learning (TinyML) market size was valued at US$ 2042 million in 2024 and is forecast to a readjusted size of USD 3846 million by 2031 with a CAGR of 9.6% during review period.
Tiny Machine Learning (TinyML) is a field of study in Machine Learning and Embedded Systems that explores the types of models you can run on small, low-powered devices like microcontrollers.
The market size has grown at a moderate pace over the past few years with a high growth rate, and the market is expected to grow significantly over the forecast period.
This report is a detailed and comprehensive analysis for global Tiny Machine Learning (TinyML) market. Both quantitative and qualitative analyses are presented by company, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2025, are provided.
Key Features:
Global Tiny Machine Learning (TinyML) market size and forecasts, in consumption value ($ Million), 2020-2031
Global Tiny Machine Learning (TinyML) market size and forecasts by region and country, in consumption value ($ Million), 2020-2031
Global Tiny Machine Learning (TinyML) market size and forecasts, by Type and by Application, in consumption value ($ Million), 2020-2031
Global Tiny Machine Learning (TinyML) market shares of main players, in revenue ($ Million), 2020-2025
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Tiny Machine Learning (TinyML)
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Tiny Machine Learning (TinyML) market based on the following parameters - company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Google, Microsoft, ARM, STMicroelectronics, Cartesian, Meta Platforms/Facebook, EdgeImpulse Inc., etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.
Market segmentation
Tiny Machine Learning (TinyML) market is split by Type and by Application. For the period 2020-2031, the growth among segments provides accurate calculations and forecasts for Consumption Value by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
C Language
Java
Market segment by Application
Manufacturing
Retail
Agriculture
Healthcare
Market segment by players, this report covers
Google
Microsoft
ARM
STMicroelectronics
Cartesian
Meta Platforms/Facebook
EdgeImpulse Inc.
Market segment by regions, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, UK, Russia, Italy and Rest of Europe)
Asia-Pacific (China, Japan, South Korea, India, Southeast Asia and Rest of Asia-Pacific)
South America (Brazil, Rest of South America)
Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
The content of the study subjects, includes a total of 13 chapters:
Chapter 1, to describe Tiny Machine Learning (TinyML) product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Tiny Machine Learning (TinyML), with revenue, gross margin, and global market share of Tiny Machine Learning (TinyML) from 2020 to 2025.
Chapter 3, the Tiny Machine Learning (TinyML) competitive situation, revenue, and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and by Application, with consumption value and growth rate by Type, by Application, from 2020 to 2031
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2020 to 2025.and Tiny Machine Learning (TinyML) market forecast, by regions, by Type and by Application, with consumption value, from 2026 to 2031.
Chapter 11, market dynamics, drivers, restraints, trends, Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Tiny Machine Learning (TinyML).
Chapter 13, to describe Tiny Machine Learning (TinyML) research findings and conclusion.
Please Note - This is an on demand report and will be delivered in 2 business days (48 Hours) post payment.
1 Market Overview
1.1 Product Overview and Scope
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Tiny Machine Learning (TinyML) by Type
1.3.1 Overview: Global Tiny Machine Learning (TinyML) Market Size by Type: 2020 Versus 2024 Versus 2031
1.3.2 Global Tiny Machine Learning (TinyML) Consumption Value Market Share by Type in 2024
1.3.3 C Language
1.3.4 Java
1.4 Global Tiny Machine Learning (TinyML) Market by Application
1.4.1 Overview: Global Tiny Machine Learning (TinyML) Market Size by Application: 2020 Versus 2024 Versus 2031
1.4.2 Manufacturing
1.4.3 Retail
1.4.4 Agriculture
1.4.5 Healthcare
1.5 Global Tiny Machine Learning (TinyML) Market Size & Forecast
1.6 Global Tiny Machine Learning (TinyML) Market Size and Forecast by Region
1.6.1 Global Tiny Machine Learning (TinyML) Market Size by Region: 2020 VS 2024 VS 2031
1.6.2 Global Tiny Machine Learning (TinyML) Market Size by Region, (2020-2031)
1.6.3 North America Tiny Machine Learning (TinyML) Market Size and Prospect (2020-2031)
1.6.4 Europe Tiny Machine Learning (TinyML) Market Size and Prospect (2020-2031)
1.6.5 Asia-Pacific Tiny Machine Learning (TinyML) Market Size and Prospect (2020-2031)
1.6.6 South America Tiny Machine Learning (TinyML) Market Size and Prospect (2020-2031)
1.6.7 Middle East & Africa Tiny Machine Learning (TinyML) Market Size and Prospect (2020-2031)
2 Company Profiles
2.1 Google
2.1.1 Google Details
2.1.2 Google Major Business
2.1.3 Google Tiny Machine Learning (TinyML) Product and Solutions
2.1.4 Google Tiny Machine Learning (TinyML) Revenue, Gross Margin and Market Share (2020-2025)
2.1.5 Google Recent Developments and Future Plans
2.2 Microsoft
2.2.1 Microsoft Details
2.2.2 Microsoft Major Business
2.2.3 Microsoft Tiny Machine Learning (TinyML) Product and Solutions
2.2.4 Microsoft Tiny Machine Learning (TinyML) Revenue, Gross Margin and Market Share (2020-2025)
2.2.5 Microsoft Recent Developments and Future Plans
2.3 ARM
2.3.1 ARM Details
2.3.2 ARM Major Business
2.3.3 ARM Tiny Machine Learning (TinyML) Product and Solutions
2.3.4 ARM Tiny Machine Learning (TinyML) Revenue, Gross Margin and Market Share (2020-2025)
2.3.5 ARM Recent Developments and Future Plans
2.4 STMicroelectronics
2.4.1 STMicroelectronics Details
2.4.2 STMicroelectronics Major Business
2.4.3 STMicroelectronics Tiny Machine Learning (TinyML) Product and Solutions
2.4.4 STMicroelectronics Tiny Machine Learning (TinyML) Revenue, Gross Margin and Market Share (2020-2025)
2.4.5 STMicroelectronics Recent Developments and Future Plans
2.5 Cartesian
2.5.1 Cartesian Details
2.5.2 Cartesian Major Business
2.5.3 Cartesian Tiny Machine Learning (TinyML) Product and Solutions
2.5.4 Cartesian Tiny Machine Learning (TinyML) Revenue, Gross Margin and Market Share (2020-2025)
2.5.5 Cartesian Recent Developments and Future Plans
2.6 Meta Platforms/Facebook
2.6.1 Meta Platforms/Facebook Details
2.6.2 Meta Platforms/Facebook Major Business
2.6.3 Meta Platforms/Facebook Tiny Machine Learning (TinyML) Product and Solutions
2.6.4 Meta Platforms/Facebook Tiny Machine Learning (TinyML) Revenue, Gross Margin and Market Share (2020-2025)
2.6.5 Meta Platforms/Facebook Recent Developments and Future Plans
2.7 EdgeImpulse Inc.
2.7.1 EdgeImpulse Inc. Details
2.7.2 EdgeImpulse Inc. Major Business
2.7.3 EdgeImpulse Inc. Tiny Machine Learning (TinyML) Product and Solutions
2.7.4 EdgeImpulse Inc. Tiny Machine Learning (TinyML) Revenue, Gross Margin and Market Share (2020-2025)
2.7.5 EdgeImpulse Inc. Recent Developments and Future Plans
3 Market Competition, by Players
3.1 Global Tiny Machine Learning (TinyML) Revenue and Share by Players (2020-2025)
3.2 Market Share Analysis (2024)
3.2.1 Market Share of Tiny Machine Learning (TinyML) by Company Revenue
3.2.2 Top 3 Tiny Machine Learning (TinyML) Players Market Share in 2024
3.2.3 Top 6 Tiny Machine Learning (TinyML) Players Market Share in 2024
3.3 Tiny Machine Learning (TinyML) Market: Overall Company Footprint Analysis
3.3.1 Tiny Machine Learning (TinyML) Market: Region Footprint
3.3.2 Tiny Machine Learning (TinyML) Market: Company Product Type Footprint
3.3.3 Tiny Machine Learning (TinyML) Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 Market Size Segment by Type
4.1 Global Tiny Machine Learning (TinyML) Consumption Value and Market Share by Type (2020-2025)
4.2 Global Tiny Machine Learning (TinyML) Market Forecast by Type (2026-2031)
5 Market Size Segment by Application
5.1 Global Tiny Machine Learning (TinyML) Consumption Value Market Share by Application (2020-2025)
5.2 Global Tiny Machine Learning (TinyML) Market Forecast by Application (2026-2031)
6 North America
6.1 North America Tiny Machine Learning (TinyML) Consumption Value by Type (2020-2031)
6.2 North America Tiny Machine Learning (TinyML) Market Size by Application (2020-2031)
6.3 North America Tiny Machine Learning (TinyML) Market Size by Country
6.3.1 North America Tiny Machine Learning (TinyML) Consumption Value by Country (2020-2031)
6.3.2 United States Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
6.3.3 Canada Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
6.3.4 Mexico Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
7 Europe
7.1 Europe Tiny Machine Learning (TinyML) Consumption Value by Type (2020-2031)
7.2 Europe Tiny Machine Learning (TinyML) Consumption Value by Application (2020-2031)
7.3 Europe Tiny Machine Learning (TinyML) Market Size by Country
7.3.1 Europe Tiny Machine Learning (TinyML) Consumption Value by Country (2020-2031)
7.3.2 Germany Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
7.3.3 France Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
7.3.4 United Kingdom Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
7.3.5 Russia Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
7.3.6 Italy Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
8 Asia-Pacific
8.1 Asia-Pacific Tiny Machine Learning (TinyML) Consumption Value by Type (2020-2031)
8.2 Asia-Pacific Tiny Machine Learning (TinyML) Consumption Value by Application (2020-2031)
8.3 Asia-Pacific Tiny Machine Learning (TinyML) Market Size by Region
8.3.1 Asia-Pacific Tiny Machine Learning (TinyML) Consumption Value by Region (2020-2031)
8.3.2 China Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
8.3.3 Japan Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
8.3.4 South Korea Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
8.3.5 India Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
8.3.6 Southeast Asia Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
8.3.7 Australia Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
9 South America
9.1 South America Tiny Machine Learning (TinyML) Consumption Value by Type (2020-2031)
9.2 South America Tiny Machine Learning (TinyML) Consumption Value by Application (2020-2031)
9.3 South America Tiny Machine Learning (TinyML) Market Size by Country
9.3.1 South America Tiny Machine Learning (TinyML) Consumption Value by Country (2020-2031)
9.3.2 Brazil Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
9.3.3 Argentina Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
10 Middle East & Africa
10.1 Middle East & Africa Tiny Machine Learning (TinyML) Consumption Value by Type (2020-2031)
10.2 Middle East & Africa Tiny Machine Learning (TinyML) Consumption Value by Application (2020-2031)
10.3 Middle East & Africa Tiny Machine Learning (TinyML) Market Size by Country
10.3.1 Middle East & Africa Tiny Machine Learning (TinyML) Consumption Value by Country (2020-2031)
10.3.2 Turkey Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
10.3.3 Saudi Arabia Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
10.3.4 UAE Tiny Machine Learning (TinyML) Market Size and Forecast (2020-2031)
11 Market Dynamics
11.1 Tiny Machine Learning (TinyML) Market Drivers
11.2 Tiny Machine Learning (TinyML) Market Restraints
11.3 Tiny Machine Learning (TinyML) Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
12 Industry Chain Analysis
12.1 Tiny Machine Learning (TinyML) Industry Chain
12.2 Tiny Machine Learning (TinyML) Upstream Analysis
12.3 Tiny Machine Learning (TinyML) Midstream Analysis
12.4 Tiny Machine Learning (TinyML) Downstream Analysis
13 Research Findings and Conclusion
14 Appendix
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
Google
Microsoft
ARM
STMicroelectronics
Cartesian
Meta Platforms/Facebook
EdgeImpulse Inc.
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*If Applicable.