Electronics & Semiconductor
Global Edge Inference Chips and Acceleration Cards Market Research Report 2025
- Jun 11, 25
- ID: 186643
- Pages: 75
- Figures: 77
- Views: 14
The global market for Edge Inference Chips and Acceleration Cards was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.
The design of edge inference chips and acceleration cards is mainly aimed at performing artificial intelligence tasks on edge devices, which are usually far away from data centers and directly face the actual usage environment of users or devices. They are specifically optimized to handle deep learning and other machine learning algorithms, enabling real-time data processing and decision-making locally, thereby reducing data transmission latency and improving response speed. This design makes edge inference chips and acceleration cards very suitable for application scenarios that require fast response and low latency, such as autonomous driving, smart finance, industrial automation, etc.
North American market for Edge Inference Chips and Acceleration Cards is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for Edge Inference Chips and Acceleration Cards is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for Edge Inference Chips and Acceleration Cards in Smart Transportation is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of Edge Inference Chips and Acceleration Cards include Kunlun Core, Cambrian, Huawei, NVIDIA, AMD, Intel, Qualcomm, Hailo, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Edge Inference Chips and Acceleration Cards, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Edge Inference Chips and Acceleration Cards.
The Edge Inference Chips and Acceleration Cards market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Edge Inference Chips and Acceleration Cards market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Edge Inference Chips and Acceleration Cards companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
Kunlun Core
Cambrian
Huawei
NVIDIA
AMD
Intel
Qualcomm
Hailo
Segment by Type
Chips
Acceleration Cards
Segment by Application
Smart Transportation
Smart Finance
Industrial Manufacturing
Other
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Edge Inference Chips and Acceleration Cards company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
The design of edge inference chips and acceleration cards is mainly aimed at performing artificial intelligence tasks on edge devices, which are usually far away from data centers and directly face the actual usage environment of users or devices. They are specifically optimized to handle deep learning and other machine learning algorithms, enabling real-time data processing and decision-making locally, thereby reducing data transmission latency and improving response speed. This design makes edge inference chips and acceleration cards very suitable for application scenarios that require fast response and low latency, such as autonomous driving, smart finance, industrial automation, etc.
North American market for Edge Inference Chips and Acceleration Cards is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
Asia-Pacific market for Edge Inference Chips and Acceleration Cards is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The global market for Edge Inference Chips and Acceleration Cards in Smart Transportation is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.
The major global companies of Edge Inference Chips and Acceleration Cards include Kunlun Core, Cambrian, Huawei, NVIDIA, AMD, Intel, Qualcomm, Hailo, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.
This report aims to provide a comprehensive presentation of the global market for Edge Inference Chips and Acceleration Cards, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Edge Inference Chips and Acceleration Cards.
The Edge Inference Chips and Acceleration Cards market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Edge Inference Chips and Acceleration Cards market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Edge Inference Chips and Acceleration Cards companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
Kunlun Core
Cambrian
Huawei
NVIDIA
AMD
Intel
Qualcomm
Hailo
Segment by Type
Chips
Acceleration Cards
Segment by Application
Smart Transportation
Smart Finance
Industrial Manufacturing
Other
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Edge Inference Chips and Acceleration Cards company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Chips
1.2.3 Acceleration Cards
1.3 Market by Application
1.3.1 Global Edge Inference Chips and Acceleration Cards Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Smart Transportation
1.3.3 Smart Finance
1.3.4 Industrial Manufacturing
1.3.5 Other
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Edge Inference Chips and Acceleration Cards Market Perspective (2020-2031)
2.2 Global Edge Inference Chips and Acceleration Cards Growth Trends by Region
2.2.1 Global Edge Inference Chips and Acceleration Cards Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Edge Inference Chips and Acceleration Cards Historic Market Size by Region (2020-2025)
2.2.3 Edge Inference Chips and Acceleration Cards Forecasted Market Size by Region (2026-2031)
2.3 Edge Inference Chips and Acceleration Cards Market Dynamics
2.3.1 Edge Inference Chips and Acceleration Cards Industry Trends
2.3.2 Edge Inference Chips and Acceleration Cards Market Drivers
2.3.3 Edge Inference Chips and Acceleration Cards Market Challenges
2.3.4 Edge Inference Chips and Acceleration Cards Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Edge Inference Chips and Acceleration Cards Players by Revenue
3.1.1 Global Top Edge Inference Chips and Acceleration Cards Players by Revenue (2020-2025)
3.1.2 Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Players (2020-2025)
3.2 Global Edge Inference Chips and Acceleration Cards Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Edge Inference Chips and Acceleration Cards Revenue
3.4 Global Edge Inference Chips and Acceleration Cards Market Concentration Ratio
3.4.1 Global Edge Inference Chips and Acceleration Cards Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Edge Inference Chips and Acceleration Cards Revenue in 2024
3.5 Global Key Players of Edge Inference Chips and Acceleration Cards Head office and Area Served
3.6 Global Key Players of Edge Inference Chips and Acceleration Cards, Product and Application
3.7 Global Key Players of Edge Inference Chips and Acceleration Cards, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Edge Inference Chips and Acceleration Cards Breakdown Data by Type
4.1 Global Edge Inference Chips and Acceleration Cards Historic Market Size by Type (2020-2025)
4.2 Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Type (2026-2031)
5 Edge Inference Chips and Acceleration Cards Breakdown Data by Application
5.1 Global Edge Inference Chips and Acceleration Cards Historic Market Size by Application (2020-2025)
5.2 Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
6.2 North America Edge Inference Chips and Acceleration Cards Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025)
6.4 North America Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
7.2 Europe Edge Inference Chips and Acceleration Cards Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025)
7.4 Europe Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
8.2 Asia-Pacific Edge Inference Chips and Acceleration Cards Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size by Region (2020-2025)
8.4 Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
9.2 Latin America Edge Inference Chips and Acceleration Cards Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025)
9.4 Latin America Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
10.2 Middle East & Africa Edge Inference Chips and Acceleration Cards Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025)
10.4 Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Kunlun Core
11.1.1 Kunlun Core Company Details
11.1.2 Kunlun Core Business Overview
11.1.3 Kunlun Core Edge Inference Chips and Acceleration Cards Introduction
11.1.4 Kunlun Core Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.1.5 Kunlun Core Recent Development
11.2 Cambrian
11.2.1 Cambrian Company Details
11.2.2 Cambrian Business Overview
11.2.3 Cambrian Edge Inference Chips and Acceleration Cards Introduction
11.2.4 Cambrian Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.2.5 Cambrian Recent Development
11.3 Huawei
11.3.1 Huawei Company Details
11.3.2 Huawei Business Overview
11.3.3 Huawei Edge Inference Chips and Acceleration Cards Introduction
11.3.4 Huawei Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.3.5 Huawei Recent Development
11.4 NVIDIA
11.4.1 NVIDIA Company Details
11.4.2 NVIDIA Business Overview
11.4.3 NVIDIA Edge Inference Chips and Acceleration Cards Introduction
11.4.4 NVIDIA Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.4.5 NVIDIA Recent Development
11.5 AMD
11.5.1 AMD Company Details
11.5.2 AMD Business Overview
11.5.3 AMD Edge Inference Chips and Acceleration Cards Introduction
11.5.4 AMD Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.5.5 AMD Recent Development
11.6 Intel
11.6.1 Intel Company Details
11.6.2 Intel Business Overview
11.6.3 Intel Edge Inference Chips and Acceleration Cards Introduction
11.6.4 Intel Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.6.5 Intel Recent Development
11.7 Qualcomm
11.7.1 Qualcomm Company Details
11.7.2 Qualcomm Business Overview
11.7.3 Qualcomm Edge Inference Chips and Acceleration Cards Introduction
11.7.4 Qualcomm Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.7.5 Qualcomm Recent Development
11.8 Hailo
11.8.1 Hailo Company Details
11.8.2 Hailo Business Overview
11.8.3 Hailo Edge Inference Chips and Acceleration Cards Introduction
11.8.4 Hailo Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.8.5 Hailo Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Type: 2020 VS 2024 VS 2031
1.2.2 Chips
1.2.3 Acceleration Cards
1.3 Market by Application
1.3.1 Global Edge Inference Chips and Acceleration Cards Market Growth by Application: 2020 VS 2024 VS 2031
1.3.2 Smart Transportation
1.3.3 Smart Finance
1.3.4 Industrial Manufacturing
1.3.5 Other
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Edge Inference Chips and Acceleration Cards Market Perspective (2020-2031)
2.2 Global Edge Inference Chips and Acceleration Cards Growth Trends by Region
2.2.1 Global Edge Inference Chips and Acceleration Cards Market Size by Region: 2020 VS 2024 VS 2031
2.2.2 Edge Inference Chips and Acceleration Cards Historic Market Size by Region (2020-2025)
2.2.3 Edge Inference Chips and Acceleration Cards Forecasted Market Size by Region (2026-2031)
2.3 Edge Inference Chips and Acceleration Cards Market Dynamics
2.3.1 Edge Inference Chips and Acceleration Cards Industry Trends
2.3.2 Edge Inference Chips and Acceleration Cards Market Drivers
2.3.3 Edge Inference Chips and Acceleration Cards Market Challenges
2.3.4 Edge Inference Chips and Acceleration Cards Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Edge Inference Chips and Acceleration Cards Players by Revenue
3.1.1 Global Top Edge Inference Chips and Acceleration Cards Players by Revenue (2020-2025)
3.1.2 Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Players (2020-2025)
3.2 Global Edge Inference Chips and Acceleration Cards Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Edge Inference Chips and Acceleration Cards Revenue
3.4 Global Edge Inference Chips and Acceleration Cards Market Concentration Ratio
3.4.1 Global Edge Inference Chips and Acceleration Cards Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Edge Inference Chips and Acceleration Cards Revenue in 2024
3.5 Global Key Players of Edge Inference Chips and Acceleration Cards Head office and Area Served
3.6 Global Key Players of Edge Inference Chips and Acceleration Cards, Product and Application
3.7 Global Key Players of Edge Inference Chips and Acceleration Cards, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Edge Inference Chips and Acceleration Cards Breakdown Data by Type
4.1 Global Edge Inference Chips and Acceleration Cards Historic Market Size by Type (2020-2025)
4.2 Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Type (2026-2031)
5 Edge Inference Chips and Acceleration Cards Breakdown Data by Application
5.1 Global Edge Inference Chips and Acceleration Cards Historic Market Size by Application (2020-2025)
5.2 Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Application (2026-2031)
6 North America
6.1 North America Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
6.2 North America Edge Inference Chips and Acceleration Cards Market Growth Rate by Country: 2020 VS 2024 VS 2031
6.3 North America Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025)
6.4 North America Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
7.2 Europe Edge Inference Chips and Acceleration Cards Market Growth Rate by Country: 2020 VS 2024 VS 2031
7.3 Europe Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025)
7.4 Europe Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
8.2 Asia-Pacific Edge Inference Chips and Acceleration Cards Market Growth Rate by Region: 2020 VS 2024 VS 2031
8.3 Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size by Region (2020-2025)
8.4 Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size by Region (2026-2031)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
9.2 Latin America Edge Inference Chips and Acceleration Cards Market Growth Rate by Country: 2020 VS 2024 VS 2031
9.3 Latin America Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025)
9.4 Latin America Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size (2020-2031)
10.2 Middle East & Africa Edge Inference Chips and Acceleration Cards Market Growth Rate by Country: 2020 VS 2024 VS 2031
10.3 Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025)
10.4 Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Kunlun Core
11.1.1 Kunlun Core Company Details
11.1.2 Kunlun Core Business Overview
11.1.3 Kunlun Core Edge Inference Chips and Acceleration Cards Introduction
11.1.4 Kunlun Core Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.1.5 Kunlun Core Recent Development
11.2 Cambrian
11.2.1 Cambrian Company Details
11.2.2 Cambrian Business Overview
11.2.3 Cambrian Edge Inference Chips and Acceleration Cards Introduction
11.2.4 Cambrian Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.2.5 Cambrian Recent Development
11.3 Huawei
11.3.1 Huawei Company Details
11.3.2 Huawei Business Overview
11.3.3 Huawei Edge Inference Chips and Acceleration Cards Introduction
11.3.4 Huawei Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.3.5 Huawei Recent Development
11.4 NVIDIA
11.4.1 NVIDIA Company Details
11.4.2 NVIDIA Business Overview
11.4.3 NVIDIA Edge Inference Chips and Acceleration Cards Introduction
11.4.4 NVIDIA Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.4.5 NVIDIA Recent Development
11.5 AMD
11.5.1 AMD Company Details
11.5.2 AMD Business Overview
11.5.3 AMD Edge Inference Chips and Acceleration Cards Introduction
11.5.4 AMD Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.5.5 AMD Recent Development
11.6 Intel
11.6.1 Intel Company Details
11.6.2 Intel Business Overview
11.6.3 Intel Edge Inference Chips and Acceleration Cards Introduction
11.6.4 Intel Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.6.5 Intel Recent Development
11.7 Qualcomm
11.7.1 Qualcomm Company Details
11.7.2 Qualcomm Business Overview
11.7.3 Qualcomm Edge Inference Chips and Acceleration Cards Introduction
11.7.4 Qualcomm Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.7.5 Qualcomm Recent Development
11.8 Hailo
11.8.1 Hailo Company Details
11.8.2 Hailo Business Overview
11.8.3 Hailo Edge Inference Chips and Acceleration Cards Introduction
11.8.4 Hailo Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025)
11.8.5 Hailo Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
List of Tables
Table 1. Global Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Chips
Table 3. Key Players of Acceleration Cards
Table 4. Global Edge Inference Chips and Acceleration Cards Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 5. Global Edge Inference Chips and Acceleration Cards Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Edge Inference Chips and Acceleration Cards Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Edge Inference Chips and Acceleration Cards Market Share by Region (2020-2025)
Table 8. Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Edge Inference Chips and Acceleration Cards Market Share by Region (2026-2031)
Table 10. Edge Inference Chips and Acceleration Cards Market Trends
Table 11. Edge Inference Chips and Acceleration Cards Market Drivers
Table 12. Edge Inference Chips and Acceleration Cards Market Challenges
Table 13. Edge Inference Chips and Acceleration Cards Market Restraints
Table 14. Global Edge Inference Chips and Acceleration Cards Revenue by Players (2020-2025) & (US$ Million)
Table 15. Global Edge Inference Chips and Acceleration Cards Market Share by Players (2020-2025)
Table 16. Global Top Edge Inference Chips and Acceleration Cards Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge Inference Chips and Acceleration Cards as of 2024)
Table 17. Ranking of Global Top Edge Inference Chips and Acceleration Cards Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Edge Inference Chips and Acceleration Cards Revenue (CR5 and HHI) & (2020-2025)
Table 19. Global Key Players of Edge Inference Chips and Acceleration Cards, Headquarters and Area Served
Table 20. Global Key Players of Edge Inference Chips and Acceleration Cards, Product and Application
Table 21. Global Key Players of Edge Inference Chips and Acceleration Cards, Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Edge Inference Chips and Acceleration Cards Market Size by Type (2020-2025) & (US$ Million)
Table 24. Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Type (2020-2025)
Table 25. Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Type (2026-2031)
Table 27. Global Edge Inference Chips and Acceleration Cards Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Application (2020-2025)
Table 29. Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Application (2026-2031)
Table 31. North America Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031) & (US$ Million)
Table 46. Kunlun Core Company Details
Table 47. Kunlun Core Business Overview
Table 48. Kunlun Core Edge Inference Chips and Acceleration Cards Product
Table 49. Kunlun Core Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 50. Kunlun Core Recent Development
Table 51. Cambrian Company Details
Table 52. Cambrian Business Overview
Table 53. Cambrian Edge Inference Chips and Acceleration Cards Product
Table 54. Cambrian Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 55. Cambrian Recent Development
Table 56. Huawei Company Details
Table 57. Huawei Business Overview
Table 58. Huawei Edge Inference Chips and Acceleration Cards Product
Table 59. Huawei Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 60. Huawei Recent Development
Table 61. NVIDIA Company Details
Table 62. NVIDIA Business Overview
Table 63. NVIDIA Edge Inference Chips and Acceleration Cards Product
Table 64. NVIDIA Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 65. NVIDIA Recent Development
Table 66. AMD Company Details
Table 67. AMD Business Overview
Table 68. AMD Edge Inference Chips and Acceleration Cards Product
Table 69. AMD Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 70. AMD Recent Development
Table 71. Intel Company Details
Table 72. Intel Business Overview
Table 73. Intel Edge Inference Chips and Acceleration Cards Product
Table 74. Intel Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 75. Intel Recent Development
Table 76. Qualcomm Company Details
Table 77. Qualcomm Business Overview
Table 78. Qualcomm Edge Inference Chips and Acceleration Cards Product
Table 79. Qualcomm Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 80. Qualcomm Recent Development
Table 81. Hailo Company Details
Table 82. Hailo Business Overview
Table 83. Hailo Edge Inference Chips and Acceleration Cards Product
Table 84. Hailo Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 85. Hailo Recent Development
Table 86. Research Programs/Design for This Report
Table 87. Key Data Information from Secondary Sources
Table 88. Key Data Information from Primary Sources
Table 89. Authors List of This Report
List of Figures
Figure 1. Edge Inference Chips and Acceleration Cards Picture
Figure 2. Global Edge Inference Chips and Acceleration Cards Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Edge Inference Chips and Acceleration Cards Market Share by Type: 2024 VS 2031
Figure 4. Chips Features
Figure 5. Acceleration Cards Features
Figure 6. Global Edge Inference Chips and Acceleration Cards Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Edge Inference Chips and Acceleration Cards Market Share by Application: 2024 VS 2031
Figure 8. Smart Transportation Case Studies
Figure 9. Smart Finance Case Studies
Figure 10. Industrial Manufacturing Case Studies
Figure 11. Other Case Studies
Figure 12. Edge Inference Chips and Acceleration Cards Report Years Considered
Figure 13. Global Edge Inference Chips and Acceleration Cards Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 14. Global Edge Inference Chips and Acceleration Cards Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 15. Global Edge Inference Chips and Acceleration Cards Market Share by Region: 2024 VS 2031
Figure 16. Global Edge Inference Chips and Acceleration Cards Market Share by Players in 2024
Figure 17. Global Top Edge Inference Chips and Acceleration Cards Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge Inference Chips and Acceleration Cards as of 2024)
Figure 18. The Top 10 and 5 Players Market Share by Edge Inference Chips and Acceleration Cards Revenue in 2024
Figure 19. North America Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 20. North America Edge Inference Chips and Acceleration Cards Market Share by Country (2020-2031)
Figure 21. United States Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Canada Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Europe Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Edge Inference Chips and Acceleration Cards Market Share by Country (2020-2031)
Figure 25. Germany Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. France Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. U.K. Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Italy Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Russia Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Nordic Countries Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Share by Region (2020-2031)
Figure 33. China Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Japan Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. South Korea Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Southeast Asia Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. India Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Australia Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Latin America Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Edge Inference Chips and Acceleration Cards Market Share by Country (2020-2031)
Figure 41. Mexico Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Brazil Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Share by Country (2020-2031)
Figure 45. Turkey Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Saudi Arabia Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. UAE Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Kunlun Core Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 49. Cambrian Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 50. Huawei Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 51. NVIDIA Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 52. AMD Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 53. Intel Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 54. Qualcomm Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 55. Hailo Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 56. Bottom-up and Top-down Approaches for This Report
Figure 57. Data Triangulation
Figure 58. Key Executives Interviewed
Table 1. Global Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031
Table 2. Key Players of Chips
Table 3. Key Players of Acceleration Cards
Table 4. Global Edge Inference Chips and Acceleration Cards Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031
Table 5. Global Edge Inference Chips and Acceleration Cards Market Size by Region (US$ Million): 2020 VS 2024 VS 2031
Table 6. Global Edge Inference Chips and Acceleration Cards Market Size by Region (2020-2025) & (US$ Million)
Table 7. Global Edge Inference Chips and Acceleration Cards Market Share by Region (2020-2025)
Table 8. Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Region (2026-2031) & (US$ Million)
Table 9. Global Edge Inference Chips and Acceleration Cards Market Share by Region (2026-2031)
Table 10. Edge Inference Chips and Acceleration Cards Market Trends
Table 11. Edge Inference Chips and Acceleration Cards Market Drivers
Table 12. Edge Inference Chips and Acceleration Cards Market Challenges
Table 13. Edge Inference Chips and Acceleration Cards Market Restraints
Table 14. Global Edge Inference Chips and Acceleration Cards Revenue by Players (2020-2025) & (US$ Million)
Table 15. Global Edge Inference Chips and Acceleration Cards Market Share by Players (2020-2025)
Table 16. Global Top Edge Inference Chips and Acceleration Cards Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge Inference Chips and Acceleration Cards as of 2024)
Table 17. Ranking of Global Top Edge Inference Chips and Acceleration Cards Companies by Revenue (US$ Million) in 2024
Table 18. Global 5 Largest Players Market Share by Edge Inference Chips and Acceleration Cards Revenue (CR5 and HHI) & (2020-2025)
Table 19. Global Key Players of Edge Inference Chips and Acceleration Cards, Headquarters and Area Served
Table 20. Global Key Players of Edge Inference Chips and Acceleration Cards, Product and Application
Table 21. Global Key Players of Edge Inference Chips and Acceleration Cards, Date of Enter into This Industry
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Edge Inference Chips and Acceleration Cards Market Size by Type (2020-2025) & (US$ Million)
Table 24. Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Type (2020-2025)
Table 25. Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Type (2026-2031) & (US$ Million)
Table 26. Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Type (2026-2031)
Table 27. Global Edge Inference Chips and Acceleration Cards Market Size by Application (2020-2025) & (US$ Million)
Table 28. Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Application (2020-2025)
Table 29. Global Edge Inference Chips and Acceleration Cards Forecasted Market Size by Application (2026-2031) & (US$ Million)
Table 30. Global Edge Inference Chips and Acceleration Cards Revenue Market Share by Application (2026-2031)
Table 31. North America Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 32. North America Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025) & (US$ Million)
Table 33. North America Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031) & (US$ Million)
Table 34. Europe Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 35. Europe Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025) & (US$ Million)
Table 36. Europe Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031) & (US$ Million)
Table 37. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031
Table 38. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size by Region (2020-2025) & (US$ Million)
Table 39. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size by Region (2026-2031) & (US$ Million)
Table 40. Latin America Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 41. Latin America Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025) & (US$ Million)
Table 42. Latin America Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031) & (US$ Million)
Table 43. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031
Table 44. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size by Country (2020-2025) & (US$ Million)
Table 45. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size by Country (2026-2031) & (US$ Million)
Table 46. Kunlun Core Company Details
Table 47. Kunlun Core Business Overview
Table 48. Kunlun Core Edge Inference Chips and Acceleration Cards Product
Table 49. Kunlun Core Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 50. Kunlun Core Recent Development
Table 51. Cambrian Company Details
Table 52. Cambrian Business Overview
Table 53. Cambrian Edge Inference Chips and Acceleration Cards Product
Table 54. Cambrian Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 55. Cambrian Recent Development
Table 56. Huawei Company Details
Table 57. Huawei Business Overview
Table 58. Huawei Edge Inference Chips and Acceleration Cards Product
Table 59. Huawei Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 60. Huawei Recent Development
Table 61. NVIDIA Company Details
Table 62. NVIDIA Business Overview
Table 63. NVIDIA Edge Inference Chips and Acceleration Cards Product
Table 64. NVIDIA Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 65. NVIDIA Recent Development
Table 66. AMD Company Details
Table 67. AMD Business Overview
Table 68. AMD Edge Inference Chips and Acceleration Cards Product
Table 69. AMD Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 70. AMD Recent Development
Table 71. Intel Company Details
Table 72. Intel Business Overview
Table 73. Intel Edge Inference Chips and Acceleration Cards Product
Table 74. Intel Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 75. Intel Recent Development
Table 76. Qualcomm Company Details
Table 77. Qualcomm Business Overview
Table 78. Qualcomm Edge Inference Chips and Acceleration Cards Product
Table 79. Qualcomm Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 80. Qualcomm Recent Development
Table 81. Hailo Company Details
Table 82. Hailo Business Overview
Table 83. Hailo Edge Inference Chips and Acceleration Cards Product
Table 84. Hailo Revenue in Edge Inference Chips and Acceleration Cards Business (2020-2025) & (US$ Million)
Table 85. Hailo Recent Development
Table 86. Research Programs/Design for This Report
Table 87. Key Data Information from Secondary Sources
Table 88. Key Data Information from Primary Sources
Table 89. Authors List of This Report
List of Figures
Figure 1. Edge Inference Chips and Acceleration Cards Picture
Figure 2. Global Edge Inference Chips and Acceleration Cards Market Size Comparison by Type (2020-2031) & (US$ Million)
Figure 3. Global Edge Inference Chips and Acceleration Cards Market Share by Type: 2024 VS 2031
Figure 4. Chips Features
Figure 5. Acceleration Cards Features
Figure 6. Global Edge Inference Chips and Acceleration Cards Market Size by Application (2020-2031) & (US$ Million)
Figure 7. Global Edge Inference Chips and Acceleration Cards Market Share by Application: 2024 VS 2031
Figure 8. Smart Transportation Case Studies
Figure 9. Smart Finance Case Studies
Figure 10. Industrial Manufacturing Case Studies
Figure 11. Other Case Studies
Figure 12. Edge Inference Chips and Acceleration Cards Report Years Considered
Figure 13. Global Edge Inference Chips and Acceleration Cards Market Size (US$ Million), Year-over-Year: 2020-2031
Figure 14. Global Edge Inference Chips and Acceleration Cards Market Size, (US$ Million), 2020 VS 2024 VS 2031
Figure 15. Global Edge Inference Chips and Acceleration Cards Market Share by Region: 2024 VS 2031
Figure 16. Global Edge Inference Chips and Acceleration Cards Market Share by Players in 2024
Figure 17. Global Top Edge Inference Chips and Acceleration Cards Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Edge Inference Chips and Acceleration Cards as of 2024)
Figure 18. The Top 10 and 5 Players Market Share by Edge Inference Chips and Acceleration Cards Revenue in 2024
Figure 19. North America Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 20. North America Edge Inference Chips and Acceleration Cards Market Share by Country (2020-2031)
Figure 21. United States Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 22. Canada Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 23. Europe Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 24. Europe Edge Inference Chips and Acceleration Cards Market Share by Country (2020-2031)
Figure 25. Germany Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 26. France Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 27. U.K. Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 28. Italy Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 29. Russia Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 30. Nordic Countries Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 31. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 32. Asia-Pacific Edge Inference Chips and Acceleration Cards Market Share by Region (2020-2031)
Figure 33. China Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 34. Japan Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 35. South Korea Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 36. Southeast Asia Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 37. India Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 38. Australia Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 39. Latin America Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 40. Latin America Edge Inference Chips and Acceleration Cards Market Share by Country (2020-2031)
Figure 41. Mexico Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 42. Brazil Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 43. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 44. Middle East & Africa Edge Inference Chips and Acceleration Cards Market Share by Country (2020-2031)
Figure 45. Turkey Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 46. Saudi Arabia Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 47. UAE Edge Inference Chips and Acceleration Cards Market Size YoY Growth (2020-2031) & (US$ Million)
Figure 48. Kunlun Core Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 49. Cambrian Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 50. Huawei Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 51. NVIDIA Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 52. AMD Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 53. Intel Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 54. Qualcomm Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 55. Hailo Revenue Growth Rate in Edge Inference Chips and Acceleration Cards Business (2020-2025)
Figure 56. Bottom-up and Top-down Approaches for This Report
Figure 57. Data Triangulation
Figure 58. Key Executives Interviewed
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