APO Research
Talk to an analyst

APO RESEARCH · REPORT

Edge Inference Chips and Acceleration Cards

Compare research editions
View pricing & licenses

Selected research

Industry Research

Edge Inference Chips and Acceleration Cards Industry Research Report 2026

23 January 2026127 pages

Choose your research edition.

Industry ResearchEdge Inference Chips and Acceleration Cards Industry Research Report 2026127 pages · $2,950 USDIndustry Growth & TrendsGlobal Edge Inference Chips and Acceleration Cards Industry Growth and Trends Forecast to 2032107 pages · $3,450 USDMarket StructureGlobal Edge Inference Chips and Acceleration Cards Market by Size, by Type, by Application, by Region, History and Forecast 2021-2032194 pages · $3,950 USDMarket Outlook & Growth OpportunitiesGlobal Edge Inference Chips and Acceleration Cards Market Outlook and Growth Opportunities 2026190 pages · $4,250 USDMarket Analysis & ForecastGlobal Edge Inference Chips and Acceleration Cards Market Analysis and Forecast 2026-2032212 pages · $4,950 USD

Market perspective

The global Edge Inference Chips and Acceleration Cards market was valued at US$ million in 2025 and is projected to reach US$ million by 2032, implying a CAGR of % over 2026–2032.

The North America market for Edge Inference Chips and Acceleration Cards is forecast to increase from US$ million in 2026 to US$ million by 2032, corresponding to a CAGR of % over 2026–2032.

The Europe market for Edge Inference Chips and Acceleration Cards is projected to rise from US$ million in 2026 to US$ million by 2032, registering a CAGR of % over 2026–2032.

Read the full market overview

The Asia Pacific market for Edge Inference Chips and Acceleration Cards is expected to grow from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026–2032.

Leading global manufacturers of Edge Inference Chips and Acceleration Cards include , among others. In 2025, the top three vendors together accounted for approximately % of global revenue.

Report Scope

This report quantifies the global Edge Inference Chips and Acceleration Cards market in revenue (US$ million) and, where applicable, sales volume (k units), using 2025 as the base year and providing annual historical and forecast data for 2021–2032.

It standardizes definitions of types and applications, harmonizes vendor attribution, and presents comparable time series by company, type, application, and region/country, including indicative price bands (US$/k units) and concentration ratios (CR5/CR10).

The outputs are intended to support strategy development, budgeting, and performance benchmarking for manufacturers, new entrants, channel partners, and investors; the report also reviews technology shifts and notable product introductions relevant to Edge Inference Chips and Acceleration Cards.

Key Companies & Market Share Insights

This section profiles leading manufacturers, combining 2021–2025 results with a 2026–2032 outlook. It reports revenue, market share, price bands, product and application mix, regional and channel mix, and key developments (M&A, capacity additions, certifications). It also provides global revenue, average price, and—where applicable—sales volume by manufacturer, and calculates CR5/CR10 and rank changes to support comparative benchmarking.

Edge Inference Chips and Acceleration Cards Market by Company

NVIDIA

Cambrian

Hisilicon

Kunlun Core

AMD

Intel

Qualcomm

Hailo

Black Sesame Technologies

Corerain

Edge Inference Chips and Acceleration Cards Segment by Type

Chips

Acceleration Cards

Edge Inference Chips and Acceleration Cards Segment by Application

Smart Transportation

Smart Finance

Industrial Manufacturing

Other

Edge Inference Chips and Acceleration Cards Segment by Region

North America

United States

Canada

Mexico

Europe

Germany

France

U.K.

Italy

Russia

Spain

Netherlands

Switzerland

Sweden

Poland

Asia-Pacific

China

Japan

South Korea

India

Australia

Taiwan

Southeast Asia

South America

Brazil

Argentina

Chile

Middle East & Africa

Egypt

South Africa

Israel

Türkiye

GCC Countries

Key Drivers & Barriers

High-impact rendering factors and drivers have been studied in this report to aid the readers to understand the general development. Moreover, the report includes restraints and challenges that may act as stumbling blocks on the way of the players. This will assist the users to be attentive and make informed decisions related to business. Specialists have also laid their focus on the upcoming business prospects.

Reasons to Buy This Report

1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Edge Inference Chips and Acceleration Cards market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.

2. This report will help stakeholders to understand the global industry status and trends of Edge Inference Chips and Acceleration Cards and provides them with information on key market drivers, restraints, challenges, and opportunities.

3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in volume and value), competitor ecosystem, new product development, expansion, and acquisition.

4. This report stays updated with novel technology integration, features, and the latest developments in the market

5. This report helps stakeholders to gain insights into which regions to target globally

6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Edge Inference Chips and Acceleration Cards.

7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.

Chapter Outline

Chapter 1: Research objectives, research methods, data sources, data cross-validation;

Chapter 2: Introduces the report scope of the report, executive summary of different market segments (by region, product type, 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 3: Detailed analysis of Edge Inference Chips and Acceleration Cards manufacturers competitive landscape, price, production and value market share, latest development plan, merger, and acquisition information, etc.

Chapter 4: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product production/output, value, price, gross margin, product introduction, recent development, etc.

Chapter 5: Production/output, value of Edge Inference Chips and Acceleration Cards by region/country. It provides a quantitative analysis of the market size and development potential of each region in the next six years.

Chapter 6: Consumption of Edge Inference Chips and Acceleration Cards in regional level and country level. 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 production of each country in the world.

Chapter 7: 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 8: 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 9: Analysis of industrial chain, including the upstream and downstream of the industry.

Chapter 10: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.

Chapter 11: The main points and conclusions of the report.

More report detail

Tables and figures
List of Tables Table 1. Secondary Sources Table 2. Primary Sources Table 3. Market Value Comparison by Type (2021 VS 2025 VS 2032) & (US$ Million) Table 4. Market Value Comparison by Application (2021 VS 2025 VS 2032) & (US$ Million) Table 5. Global Edge Inference Chips and Acceleration Cards Production by Manufacturers (k units) & (2021-2026) Table 6. Global Edge Inference Chips and Acceleration Cards Production Market Share by Manufacturers Table 7. Global Edge Inference Chips and Acceleration Cards Production Value by Manufacturers (US$ Million) & (2021-2026) Table 8. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Manufacturers (2021-2026) Table 9. Global Edge Inference Chips and Acceleration Cards Average Price (USD/unit) of Manufacturers (2021-2026) Table 10. Global Edge Inference Chips and Acceleration Cards Industry Manufacturers Ranking, 2024 VS 2025 VS 2026 Table 11. Global Edge Inference Chips and Acceleration Cards Key Manufacturers, Manufacturing Sites & Headquarters Table 12. Global Edge Inference Chips and Acceleration Cards Manufacturers, Product Type & Application Table 13. Global Edge Inference Chips and Acceleration Cards Manufacturers Established Date Table 14. Global Manufacturers Market Concentration Ratio (CR5 and HHI) Table 15. Global Edge Inference Chips and Acceleration Cards by Manufacturers Type (Tier 1, Tier 2, and Tier 3) & (based on the Production Value of 2025) Table 16. Manufacturers Mergers & Acquisitions, Expansion Plans Table 17. NVIDIA Company Information Table 18. NVIDIA Business Overview Table 19. NVIDIA Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 20. NVIDIA Edge Inference Chips and Acceleration Cards Product Portfolio Table 21. NVIDIA Recent Development Table 22. Cambrian Company Information Table 23. Cambrian Business Overview Table 24. Cambrian Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 25. Cambrian Edge Inference Chips and Acceleration Cards Product Portfolio Table 26. Cambrian Recent Development Table 27. Hisilicon Company Information Table 28. Hisilicon Business Overview Table 29. Hisilicon Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 30. Hisilicon Edge Inference Chips and Acceleration Cards Product Portfolio Table 31. Hisilicon Recent Development Table 32. Kunlun Core Company Information Table 33. Kunlun Core Business Overview Table 34. Kunlun Core Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 35. Kunlun Core Edge Inference Chips and Acceleration Cards Product Portfolio Table 36. Kunlun Core Recent Development Table 37. AMD Company Information Table 38. AMD Business Overview Table 39. AMD Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 40. AMD Edge Inference Chips and Acceleration Cards Product Portfolio Table 41. AMD Recent Development Table 42. Intel Company Information Table 43. Intel Business Overview Table 44. Intel Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 45. Intel Edge Inference Chips and Acceleration Cards Product Portfolio Table 46. Intel Recent Development Table 47. Qualcomm Company Information Table 48. Qualcomm Business Overview Table 49. Qualcomm Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 50. Qualcomm Edge Inference Chips and Acceleration Cards Product Portfolio Table 51. Qualcomm Recent Development Table 52. Hailo Company Information Table 53. Hailo Business Overview Table 54. Hailo Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 55. Hailo Edge Inference Chips and Acceleration Cards Product Portfolio Table 56. Hailo Recent Development Table 57. Black Sesame Technologies Company Information Table 58. Black Sesame Technologies Business Overview Table 59. Black Sesame Technologies Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 60. Black Sesame Technologies Edge Inference Chips and Acceleration Cards Product Portfolio Table 61. Black Sesame Technologies Recent Development Table 62. Corerain Company Information Table 63. Corerain Business Overview Table 64. Corerain Edge Inference Chips and Acceleration Cards Production (k units), Value (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 65. Corerain Edge Inference Chips and Acceleration Cards Product Portfolio Table 66. Corerain Recent Development Table 67. Global Edge Inference Chips and Acceleration Cards Production Comparison by Region: 2021 VS 2025 VS 2032 (k units) Table 68. Global Edge Inference Chips and Acceleration Cards Production by Region (2021-2026) & (k units) Table 69. Global Edge Inference Chips and Acceleration Cards Production Market Share by Region (2021-2026) Table 70. Global Edge Inference Chips and Acceleration Cards Production Forecast by Region (2027-2032) & (k units) Table 71. Global Edge Inference Chips and Acceleration Cards Production Market Share Forecast by Region (2027-2032) Table 72. Global Edge Inference Chips and Acceleration Cards Production Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Table 73. Global Edge Inference Chips and Acceleration Cards Production Value by Region (2021-2026) & (US$ Million) Table 74. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Region (2021-2026) Table 75. Global Edge Inference Chips and Acceleration Cards Production Value Forecast by Region (2027-2032) & (US$ Million) Table 76. Global Edge Inference Chips and Acceleration Cards Market Average Price (USD/unit) by Region (2021-2026) Table 77. Global Edge Inference Chips and Acceleration Cards Market Average Price (USD/unit) by Region (2027-2032) Table 78. Global Edge Inference Chips and Acceleration Cards Consumption Comparison by Region: 2021 VS 2025 VS 2032 (k units) Table 79. Global Edge Inference Chips and Acceleration Cards Consumption by Region (2021-2026) & (k units) Table 80. Global Edge Inference Chips and Acceleration Cards Consumption Market Share by Region (2021-2026) Table 81. Global Edge Inference Chips and Acceleration Cards Forecasted Consumption by Region (2027-2032) & (k units) Table 82. Global Edge Inference Chips and Acceleration Cards Forecasted Consumption Market Share by Region (2027-2032) Table 83. North America Edge Inference Chips and Acceleration Cards Consumption Growth Rate by Country: 2021 VS 2025 VS 2032 (k units) Table 84. North America Edge Inference Chips and Acceleration Cards Consumption by Country (2021-2026) & (k units) Table 85. North America Edge Inference Chips and Acceleration Cards Consumption by Country (2027-2032) & (k units) Table 86. Europe Edge Inference Chips and Acceleration Cards Consumption Growth Rate by Country: 2021 VS 2025 VS 2032 (k units) Table 87. Europe Edge Inference Chips and Acceleration Cards Consumption by Country (2021-2026) & (k units) Table 88. Europe Edge Inference Chips and Acceleration Cards Consumption by Country (2027-2032) & (k units) Table 89. Asia Pacific Edge Inference Chips and Acceleration Cards Consumption Growth Rate by Country: 2021 VS 2025 VS 2032 (k units) Table 90. Asia Pacific Edge Inference Chips and Acceleration Cards Consumption by Country (2021-2026) & (k units) Table 91. Asia Pacific Edge Inference Chips and Acceleration Cards Consumption by Country (2027-2032) & (k units) Table 92. South America, Middle East & Africa Edge Inference Chips and Acceleration Cards Consumption Growth Rate by Country: 2021 VS 2025 VS 2032 (k units) Table 93. South America, Middle East & Africa Edge Inference Chips and Acceleration Cards Consumption by Country (2021-2026) & (k units) Table 94. South America, Middle East & Africa Edge Inference Chips and Acceleration Cards Consumption by Country (2027-2032) & (k units) Table 95. Global Edge Inference Chips and Acceleration Cards Production by Type (2021-2026) & (k units) Table 96. Global Edge Inference Chips and Acceleration Cards Production by Type (2027-2032) & (k units) Table 97. Global Edge Inference Chips and Acceleration Cards Production Market Share by Type (2021-2026) Table 98. Global Edge Inference Chips and Acceleration Cards Production Market Share by Type (2027-2032) Table 99. Global Edge Inference Chips and Acceleration Cards Production Value by Type (2021-2026) & (US$ Million) Table 100. Global Edge Inference Chips and Acceleration Cards Production Value by Type (2027-2032) & (US$ Million) Table 101. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Type (2021-2026) Table 102. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Type (2027-2032) Table 103. Global Edge Inference Chips and Acceleration Cards Price by Type (2021-2026) & (USD/unit) Table 104. Global Edge Inference Chips and Acceleration Cards Price by Type (2027-2032) & (USD/unit) Table 105. Global Edge Inference Chips and Acceleration Cards Production by Application (2021-2026) & (k units) Table 106. Global Edge Inference Chips and Acceleration Cards Production by Application (2027-2032) & (k units) Table 107. Global Edge Inference Chips and Acceleration Cards Production Market Share by Application (2021-2026) Table 108. Global Edge Inference Chips and Acceleration Cards Production Market Share by Application (2027-2032) Table 109. Global Edge Inference Chips and Acceleration Cards Production Value by Application (2021-2026) & (US$ Million) Table 110. Global Edge Inference Chips and Acceleration Cards Production Value by Application (2027-2032) & (US$ Million) Table 111. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Application (2021-2026) Table 112. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Application (2027-2032) Table 113. Global Edge Inference Chips and Acceleration Cards Price by Application (2021-2026) & (USD/unit) Table 114. Global Edge Inference Chips and Acceleration Cards Price by Application (2027-2032) & (USD/unit) Table 115. Key Raw Materials Table 116. Raw Materials Key Suppliers Table 117. Edge Inference Chips and Acceleration Cards Distributors List Table 118. Edge Inference Chips and Acceleration Cards Customers List Table 119. Edge Inference Chips and Acceleration Cards Industry Trends Table 120. Edge Inference Chips and Acceleration Cards Industry Drivers Table 121. Edge Inference Chips and Acceleration Cards Industry Restraints Table 122. Authors List of This Report List of Figures Figure 1. Research Methodology Figure 2. Research Process Figure 3. Key Executives Interviewed Figure 4. Edge Inference Chips and Acceleration Cards Product Image Figure 5. Market Value Comparison by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 6. Chips Product Image Figure 7. Acceleration Cards Product Image Figure 8. Smart Transportation Product Image Figure 9. Smart Finance Product Image Figure 10. Industrial Manufacturing Product Image Figure 11. Other Product Image Figure 12. Global Edge Inference Chips and Acceleration Cards Production Value (US$ Million), 2021 VS 2025 VS 2032 Figure 13. Global Edge Inference Chips and Acceleration Cards Production Value (2021-2032) & (US$ Million) Figure 14. Global Edge Inference Chips and Acceleration Cards Production Capacity (2021-2032) & (k units) Figure 15. Global Edge Inference Chips and Acceleration Cards Production (2021-2032) & (k units) Figure 16. Global Edge Inference Chips and Acceleration Cards Average Price (USD/unit) & (2021-2032) Figure 17. Global Edge Inference Chips and Acceleration Cards Key Manufacturers, Manufacturing Sites & Headquarters Figure 18. Global Top 5 and 10 Edge Inference Chips and Acceleration Cards Players Market Share by Production Value in 2025 Figure 19. Manufacturers Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 20. Global Edge Inference Chips and Acceleration Cards Production Comparison by Region: 2021 VS 2025 VS 2032 (k units) Figure 21. Global Edge Inference Chips and Acceleration Cards Production Market Share by Region: 2021 VS 2025 VS 2032 Figure 22. Global Edge Inference Chips and Acceleration Cards Production Value Comparison by Region: 2021 VS 2025 VS 2032 (US$ Million) Figure 23. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Region: 2021 VS 2025 VS 2032 Figure 24. North America Edge Inference Chips and Acceleration Cards Production Value (US$ Million) Growth Rate (2021-2032) Figure 25. Europe Edge Inference Chips and Acceleration Cards Production Value (US$ Million) Growth Rate (2021-2032) Figure 26. China Edge Inference Chips and Acceleration Cards Production Value (US$ Million) Growth Rate (2021-2032) Figure 27. Japan Edge Inference Chips and Acceleration Cards Production Value (US$ Million) Growth Rate (2021-2032) Figure 28. South Korea Edge Inference Chips and Acceleration Cards Production Value (US$ Million) Growth Rate (2021-2032) Figure 29. Global Edge Inference Chips and Acceleration Cards Consumption Comparison by Region: 2021 VS 2025 VS 2032 (k units) Figure 30. Global Edge Inference Chips and Acceleration Cards Consumption Market Share by Region: 2021 VS 2025 VS 2032 Figure 31. North America Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 32. North America Edge Inference Chips and Acceleration Cards Consumption Market Share by Country (2021-2032) Figure 33. United States Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 34. United States Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 35. Canada Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 36. Mexico Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 37. Europe Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 38. Europe Edge Inference Chips and Acceleration Cards Consumption Market Share by Country (2021-2032) Figure 39. Germany Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 40. France Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 41. U.K. Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 42. Italy Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 43. Russia Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 44. Spain Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 45. Netherlands Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 46. Switzerland Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 47. Sweden Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 48. Poland Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 49. Asia Pacific Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 50. Asia Pacific Edge Inference Chips and Acceleration Cards Consumption Market Share by Country (2021-2032) Figure 51. China Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 52. Japan Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 53. South Korea Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 54. India Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 55. Australia Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 56. Taiwan Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 57. Southeast Asia Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 58. South America, Middle East & Africa Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 59. South America, Middle East & Africa Edge Inference Chips and Acceleration Cards Consumption Market Share by Country (2021-2032) Figure 60. Brazil Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 61. Argentina Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 62. Chile Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 63. Turkey Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 64. GCC Countries Edge Inference Chips and Acceleration Cards Consumption and Growth Rate (2021-2032) & (k units) Figure 65. Global Edge Inference Chips and Acceleration Cards Production Market Share by Type (2021-2032) Figure 66. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Type (2021-2032) Figure 67. Global Edge Inference Chips and Acceleration Cards Price (USD/unit) by Type (2021-2032) Figure 68. Global Edge Inference Chips and Acceleration Cards Production Market Share by Application (2021-2032) Figure 69. Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Application (2021-2032) Figure 70. Global Edge Inference Chips and Acceleration Cards Price (USD/unit) by Application (2021-2032) Figure 71. Edge Inference Chips and Acceleration Cards Value Chain Figure 72. Edge Inference Chips and Acceleration Cards Production Mode & Process Figure 73. Direct Comparison with Distribution Share Figure 74. Distributors Profiles Figure 75. Edge Inference Chips and Acceleration Cards Industry Opportunities and Challenges

Scope & coverage.

Types
  • Chips
  • Acceleration Cards
Applications
  • Smart Transportation
  • Smart Finance
  • Industrial Manufacturing
  • Other
Companies covered
  • NVIDIA
  • Cambrian
  • Hisilicon
  • Kunlun Core
  • AMD
  • Intel
  • Qualcomm
  • Hailo
  • Black Sesame Technologies
  • Corerain

Inside the report.

1 Preface
  1. 1.1 Scope of Report
  2. 1.2 Reasons for Doing This Study
  3. 1.3 Research Methodology
  4. 1.4 Research Process
  5. 1.5 Data Source
  6. 1.5.1 Secondary Sources
  7. 1.5.2 Primary Sources
2 Market Overview
  1. 2.1 Product Definition
  2. 2.2 Edge Inference Chips and Acceleration Cards by Type
  3. 2.2.1 Market Value Comparison by Type (2021 VS 2025 VS 2032) & (US$ Million)
  4. 2.2.2 Chips
  5. 2.2.3 Acceleration Cards
  6. 2.3 Edge Inference Chips and Acceleration Cards by Application
  7. 2.3.1 Market Value Comparison by Application (2021 VS 2025 VS 2032) & (US$ Million)
  8. 2.3.2 Smart Transportation
  9. 2.3.3 Smart Finance
  10. 2.3.4 Industrial Manufacturing
  11. 2.3.5 Other
  12. 2.4 Global Market Growth Prospects
  13. 2.4.1 Global Edge Inference Chips and Acceleration Cards Production Value Estimates and Forecasts (2021-2032)
  14. 2.4.2 Global Edge Inference Chips and Acceleration Cards Production Capacity Estimates and Forecasts (2021-2032)
  15. 2.4.3 Global Edge Inference Chips and Acceleration Cards Production Estimates and Forecasts (2021-2032)
  16. 2.4.4 Global Edge Inference Chips and Acceleration Cards Market Average Price (2021-2032)
3 Market Competitive Landscape by Manufacturers
  1. 3.1 Global Edge Inference Chips and Acceleration Cards Production by Manufacturers (2021-2026)
  2. 3.2 Global Edge Inference Chips and Acceleration Cards Production Value by Manufacturers (2021-2026)
  3. 3.3 Global Edge Inference Chips and Acceleration Cards Average Price by Manufacturers (2021-2026)
  4. 3.4 Global Edge Inference Chips and Acceleration Cards Industry Manufacturers Ranking, 2024 VS 2025 VS 2026
  5. 3.5 Global Edge Inference Chips and Acceleration Cards Key Manufacturers, Manufacturing Sites & Headquarters
  6. 3.6 Global Edge Inference Chips and Acceleration Cards Manufacturers, Product Type & Application
  7. 3.7 Global Edge Inference Chips and Acceleration Cards Manufacturers Established Date
  8. 3.8 Global Edge Inference Chips and Acceleration Cards Market CR5 and HHI
  9. 3.9 Global Manufacturers Mergers & Acquisition
4 Manufacturers Profiled
  1. 4.1 NVIDIA
  2. 4.1.1 NVIDIA Edge Inference Chips and Acceleration Cards Company Information
  3. 4.1.2 NVIDIA Edge Inference Chips and Acceleration Cards Business Overview
  4. 4.1.3 NVIDIA Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  5. 4.1.4 NVIDIA Product Portfolio
  6. 4.1.5 NVIDIA Recent Developments
  7. 4.2 Cambrian
  8. 4.2.1 Cambrian Edge Inference Chips and Acceleration Cards Company Information
  9. 4.2.2 Cambrian Edge Inference Chips and Acceleration Cards Business Overview
  10. 4.2.3 Cambrian Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  11. 4.2.4 Cambrian Product Portfolio
  12. 4.2.5 Cambrian Recent Developments
  13. 4.3 Hisilicon
  14. 4.3.1 Hisilicon Edge Inference Chips and Acceleration Cards Company Information
  15. 4.3.2 Hisilicon Edge Inference Chips and Acceleration Cards Business Overview
  16. 4.3.3 Hisilicon Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  17. 4.3.4 Hisilicon Product Portfolio
  18. 4.3.5 Hisilicon Recent Developments
  19. 4.4 Kunlun Core
  20. 4.4.1 Kunlun Core Edge Inference Chips and Acceleration Cards Company Information
  21. 4.4.2 Kunlun Core Edge Inference Chips and Acceleration Cards Business Overview
  22. 4.4.3 Kunlun Core Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  23. 4.4.4 Kunlun Core Product Portfolio
  24. 4.4.5 Kunlun Core Recent Developments
  25. 4.5 AMD
  26. 4.5.1 AMD Edge Inference Chips and Acceleration Cards Company Information
  27. 4.5.2 AMD Edge Inference Chips and Acceleration Cards Business Overview
  28. 4.5.3 AMD Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  29. 4.5.4 AMD Product Portfolio
  30. 4.5.5 AMD Recent Developments
  31. 4.6 Intel
  32. 4.6.1 Intel Edge Inference Chips and Acceleration Cards Company Information
  33. 4.6.2 Intel Edge Inference Chips and Acceleration Cards Business Overview
  34. 4.6.3 Intel Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  35. 4.6.4 Intel Product Portfolio
  36. 4.6.5 Intel Recent Developments
  37. 4.7 Qualcomm
  38. 4.7.1 Qualcomm Edge Inference Chips and Acceleration Cards Company Information
  39. 4.7.2 Qualcomm Edge Inference Chips and Acceleration Cards Business Overview
  40. 4.7.3 Qualcomm Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  41. 4.7.4 Qualcomm Product Portfolio
  42. 4.7.5 Qualcomm Recent Developments
  43. 4.8 Hailo
  44. 4.8.1 Hailo Edge Inference Chips and Acceleration Cards Company Information
  45. 4.8.2 Hailo Edge Inference Chips and Acceleration Cards Business Overview
  46. 4.8.3 Hailo Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  47. 4.8.4 Hailo Product Portfolio
  48. 4.8.5 Hailo Recent Developments
  49. 4.9 Black Sesame Technologies
  50. 4.9.1 Black Sesame Technologies Edge Inference Chips and Acceleration Cards Company Information
  51. 4.9.2 Black Sesame Technologies Edge Inference Chips and Acceleration Cards Business Overview
  52. 4.9.3 Black Sesame Technologies Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  53. 4.9.4 Black Sesame Technologies Product Portfolio
  54. 4.9.5 Black Sesame Technologies Recent Developments
  55. 4.10 Corerain
  56. 4.10.1 Corerain Edge Inference Chips and Acceleration Cards Company Information
  57. 4.10.2 Corerain Edge Inference Chips and Acceleration Cards Business Overview
  58. 4.10.3 Corerain Edge Inference Chips and Acceleration Cards Production, Value and Gross Margin (2021-2026)
  59. 4.10.4 Corerain Product Portfolio
  60. 4.10.5 Corerain Recent Developments
5 Global Edge Inference Chips and Acceleration Cards Production by Region
  1. 5.1 Global Edge Inference Chips and Acceleration Cards Production Estimates and Forecasts by Region: 2021 VS 2025 VS 2032
  2. 5.2 Global Edge Inference Chips and Acceleration Cards Production by Region: 2021-2032
  3. 5.2.1 Global Edge Inference Chips and Acceleration Cards Production by Region: 2021-2026
  4. 5.2.2 Global Edge Inference Chips and Acceleration Cards Production Forecast by Region (2027-2032)
  5. 5.3 Global Edge Inference Chips and Acceleration Cards Production Value Estimates and Forecasts by Region: 2021 VS 2025 VS 2032
  6. 5.4 Global Edge Inference Chips and Acceleration Cards Production Value by Region: 2021-2032
  7. 5.4.1 Global Edge Inference Chips and Acceleration Cards Production Value by Region: 2021-2026
  8. 5.4.2 Global Edge Inference Chips and Acceleration Cards Production Value Forecast by Region (2027-2032)
  9. 5.5 Global Edge Inference Chips and Acceleration Cards Market Price Analysis by Region (2021-2026)
  10. 5.6 Global Edge Inference Chips and Acceleration Cards Production and Value, YOY Growth
  11. 5.6.1 North America Edge Inference Chips and Acceleration Cards Production Value Estimates and Forecasts (2021-2032)
  12. 5.6.2 Europe Edge Inference Chips and Acceleration Cards Production Value Estimates and Forecasts (2021-2032)
  13. 5.6.3 China Edge Inference Chips and Acceleration Cards Production Value Estimates and Forecasts (2021-2032)
  14. 5.6.4 Japan Edge Inference Chips and Acceleration Cards Production Value Estimates and Forecasts (2021-2032)
  15. 5.6.5 South Korea Edge Inference Chips and Acceleration Cards Production Value Estimates and Forecasts (2021-2032)
6 Global Edge Inference Chips and Acceleration Cards Consumption by Region
  1. 6.1 Global Edge Inference Chips and Acceleration Cards Consumption Estimates and Forecasts by Region: 2021 VS 2025 VS 2032
  2. 6.2 Global Edge Inference Chips and Acceleration Cards Consumption by Region (2021-2032)
  3. 6.2.1 Global Edge Inference Chips and Acceleration Cards Consumption by Region: 2021-2026
  4. 6.2.2 Global Edge Inference Chips and Acceleration Cards Forecasted Consumption by Region (2027-2032)
  5. 6.3 North America
  6. 6.3.1 North America Edge Inference Chips and Acceleration Cards Consumption Growth Rate by Country: 2021 VS 2025 VS 2032
  7. 6.3.2 North America Edge Inference Chips and Acceleration Cards Consumption by Country (2021-2032)
  8. 6.3.3 United States
  9. 6.3.4 Canada
  10. 6.3.5 Mexico
  11. 6.4 Europe
  12. 6.4.1 Europe Edge Inference Chips and Acceleration Cards Consumption Growth Rate by Country: 2021 VS 2025 VS 2032
  13. 6.4.2 Europe Edge Inference Chips and Acceleration Cards Consumption by Country (2021-2032)
  14. 6.4.3 Germany
  15. 6.4.4 France
  16. 6.4.5 U.K.
  17. 6.4.6 Italy
  18. 6.4.7 Russia
  19. 6.4.8 Spain
  20. 6.4.9 Netherlands
  21. 6.4.10 Switzerland
  22. 6.4.11 Sweden
  23. 6.4.12 Poland
  24. 6.5 Asia Pacific
  25. 6.5.1 Asia Pacific Edge Inference Chips and Acceleration Cards Consumption Growth Rate by Country: 2021 VS 2025 VS 2032
  26. 6.5.2 Asia Pacific Edge Inference Chips and Acceleration Cards Consumption by Country (2021-2032)
  27. 6.5.3 China
  28. 6.5.4 Japan
  29. 6.5.5 South Korea
  30. 6.5.6 India
  31. 6.5.7 Australia
  32. 6.5.8 Taiwan
  33. 6.5.9 Southeast Asia
  34. 6.6 South America, Middle East & Africa
  35. 6.6.1 South America, Middle East & Africa Edge Inference Chips and Acceleration Cards Consumption Growth Rate by Country: 2021 VS 2025 VS 2032
  36. 6.6.2 South America, Middle East & Africa Edge Inference Chips and Acceleration Cards Consumption by Country (2021-2032)
  37. 6.6.3 Brazil
  38. 6.6.4 Argentina
  39. 6.6.5 Chile
  40. 6.6.6 Turkey
  41. 6.6.7 GCC Countries
7 Segment by Type
  1. 7.1 Global Edge Inference Chips and Acceleration Cards Production by Type (2021-2032)
  2. 7.1.1 Global Edge Inference Chips and Acceleration Cards Production by Type (2021-2032) & (k units)
  3. 7.1.2 Global Edge Inference Chips and Acceleration Cards Production Market Share by Type (2021-2032)
  4. 7.2 Global Edge Inference Chips and Acceleration Cards Production Value by Type (2021-2032)
  5. 7.2.1 Global Edge Inference Chips and Acceleration Cards Production Value by Type (2021-2032) & (US$ Million)
  6. 7.2.2 Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Type (2021-2032)
  7. 7.3 Global Edge Inference Chips and Acceleration Cards Price by Type (2021-2032)
8 Segment by Application
  1. 8.1 Global Edge Inference Chips and Acceleration Cards Production by Application (2021-2032)
  2. 8.1.1 Global Edge Inference Chips and Acceleration Cards Production by Application (2021-2032) & (k units)
  3. 8.1.2 Global Edge Inference Chips and Acceleration Cards Production Market Share by Application (2021-2032)
  4. 8.2 Global Edge Inference Chips and Acceleration Cards Production Value by Application (2021-2032)
  5. 8.2.1 Global Edge Inference Chips and Acceleration Cards Production Value by Application (2021-2032) & (US$ Million)
  6. 8.2.2 Global Edge Inference Chips and Acceleration Cards Production Value Market Share by Application (2021-2032)
  7. 8.3 Global Edge Inference Chips and Acceleration Cards Price by Application (2021-2032)
9 Value Chain and Sales Channels Analysis of the Market
  1. 9.1 Edge Inference Chips and Acceleration Cards Value Chain Analysis
  2. 9.1.1 Edge Inference Chips and Acceleration Cards Key Raw Materials
  3. 9.1.2 Raw Materials Key Suppliers
  4. 9.1.3 Edge Inference Chips and Acceleration Cards Production Mode & Process
  5. 9.2 Edge Inference Chips and Acceleration Cards Sales Channels Analysis
  6. 9.2.1 Direct Comparison with Distribution Share
  7. 9.2.2 Edge Inference Chips and Acceleration Cards Distributors
  8. 9.2.3 Edge Inference Chips and Acceleration Cards Customers
10 Global Edge Inference Chips and Acceleration Cards Analyzing Market Dynamics
  1. 10.1 Edge Inference Chips and Acceleration Cards Industry Trends
  2. 10.2 Edge Inference Chips and Acceleration Cards Industry Drivers
  3. 10.3 Edge Inference Chips and Acceleration Cards Industry Opportunities and Challenges
  4. 10.4 Edge Inference Chips and Acceleration Cards Industry Restraints
11 Report Conclusion
    12 Disclaimer

      GET THE RESEARCH

      Choose your license.

      Choose who needs access.
      All options are for this report and research series.

      Compare access permissions.

      Single User License
      One named user. Individual access.
      Multi User License
      Up to 5 users in the same department.
      Enterprise License
      Organization-wide access within the agreed license.

      Access applies to the purchased edition. Later editions are separate purchases.

      License options
      $2,950USD
      Buy now

      PDF by email within 3–5 working days after payment confirmation.

      Talk to an analyst
      APO Research
      Talk to an analyst