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Global AI GPU Market 2024 by Manufacturers, Regions, Type and Application, Forecast to 2030

Global AI GPU Market 2024 by Manufacturers, Regions, Type and Application, Forecast to 2030

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Published Date: 15 Apr 2024

Category: Electronics & Semiconductor

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  • sp_icon1 sp_icon1_b Description
  • sp_icon2 sp_icon2_b Table of Contents
  • sp_icon3 sp_icon3_b Table of Figures
  • sp_icon4 sp_icon4_b Research Methodology
  • sp_icon1 sp_icon1_b Companies Mentioned
  • sp_icon1 sp_icon1_b Related Reports
  • sp_icon1 sp_icon1_b Product Tags
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Description

Broadly speaking, AI chips refer to chips that run artificial intelligence algorithms. AI algorithms mainly include deep learning algorithms and machine learning algorithms. In a narrow sense, AI chips refer to chips specially designed to accelerate artificial intelligence algorithms. AI chips mainly include GPU, TPU, FPGA, ASIC, etc. GPU is a hardware component similar to CPU, but more professional. It can handle complex mathematical operations running in parallel more efficiently than a regular CPU. The GPU was initially used to simulate human imagination, enabling the virtual worlds of video games and films. Today, it also simulates human intelligence, enabling a deeper understanding of the physical world. Its parallel processing capabilities, supported by thousands of computing cores, are essential to running deep learning algorithms. This form of AI, in which software writes itself by learning from large amounts of data, can serve as the brain of computers, robots and self-driving cars that can perceive and understand the world. Since artificial intelligence tasks often require a large number of computationally intensive operations such as matrix multiplication and convolution, these operations can be parallelized to speed up calculations. In contrast, CPUs have weak parallelism and their relatively small number of cores cannot handle this type of task efficiently. Therefore, in artificial intelligence tasks, using GPUs for calculations can significantly speed up calculations and improve calculation efficiency. Some of the most recent applications of GPU-powered deep learning include recommendation systems, which are AI algorithms trained to understand the preferences, previous decisions, and characteristics of people and products using data gathered about their interactions, large Language Models/NLP, which can recognize, summarize, translate, predict and generate text and other content based on knowledge gained from massive datasets. Generative AI, which uses algorithms that create new content, including audio, code, images, text, simulations, and videos, based on the data they have been trained on.

According to our (Global Info Research) latest study, the global AI GPU market size was valued at US$ 37870 million in 2023 and is forecast to a readjusted size of USD 371490 million by 2030 with a CAGR of 29.9% during review period.

Global key players of AI GPU include NVIDIA, Intel, Shanghai Denglin, etc. The top three players hold a share over 99%. China is the largest market, and has a share about 68%, followed by America and Europe with share 24% and 4%, separately. In terms of product type, 32-80GB is the largest segment, occupied for a share of 73%. In terms of application, Machine Learning has a share about 82 percent.

This report is a detailed and comprehensive analysis for global AI GPU market. Both quantitative and qualitative analyses are presented by manufacturers, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2024, are provided.

Key Features:
Global AI GPU market size and forecasts, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2019-2030
Global AI GPU market size and forecasts by region and country, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2019-2030
Global AI GPU market size and forecasts, by Type and by Application, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2019-2030
Global AI GPU market shares of main players, shipments in revenue ($ Million), sales quantity (K Units), and ASP (US$/Unit), 2019-2024
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for AI GPU
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global AI GPU market based on the following parameters - company overview, sales quantity, revenue, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include NVIDIA, AMD, Intel, Shanghai Denglin, Vastai Technologies, Shanghai Iluvatar, Metax Tech, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.

Market Segmentation
AI GPU market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type
    ≤16GB
    32-80GB
    Above 80GB

Market segment by Application
    Machine Learning
    Language Models/NLP
    Computer Vision
    Others

Major players covered
    NVIDIA
    AMD
    Intel
    Shanghai Denglin
    Vastai Technologies
    Shanghai Iluvatar
    Metax Tech

Market segment by region, regional analysis covers
North America (United States, Canada, and Mexico)
Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)
South America (Brazil, Argentina, Colombia, and Rest of South America)
Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)
The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe AI GPU product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top manufacturers of AI GPU, with price, sales quantity, revenue, and global market share of AI GPU from 2019 to 2024.
Chapter 3, the AI GPU competitive situation, sales quantity, revenue, and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the AI GPU breakdown data are shown at the regional level, to show the sales quantity, consumption value, and growth by regions, from 2019 to 2030.
Chapter 5 and 6, to segment the sales by Type and by Application, with sales market share and growth rate by Type, by Application, from 2019 to 2030.
Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales quantity, consumption value, and market share for key countries in the world, from 2019 to 2024.and AI GPU market forecast, by regions, by Type, and by Application, with sales and revenue, from 2025 to 2030.
Chapter 12, market dynamics, drivers, restraints, trends, and Porters Five Forces analysis.
Chapter 13, the key raw materials and key suppliers, and industry chain of AI GPU.
Chapter 14 and 15, to describe AI GPU sales channel, distributors, customers, research findings and conclusion.
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Table of Contents

1 Market Overview
    1.1 Product Overview and Scope
    1.2 Market Estimation Caveats and Base Year
    1.3 Market Analysis by Type
        1.3.1 Overview: Global AI GPU Consumption Value by Type: 2019 Versus 2023 Versus 2030
        1.3.2 ≤16GB
        1.3.3 32-80GB
        1.3.4 Above 80GB
    1.4 Market Analysis by Application
        1.4.1 Overview: Global AI GPU Consumption Value by Application: 2019 Versus 2023 Versus 2030
        1.4.2 Machine Learning
        1.4.3 Language Models/NLP
        1.4.4 Computer Vision
        1.4.5 Others
    1.5 Global AI GPU Market Size & Forecast
        1.5.1 Global AI GPU Consumption Value (2019 & 2023 & 2030)
        1.5.2 Global AI GPU Sales Quantity (2019-2030)
        1.5.3 Global AI GPU Average Price (2019-2030)

2 Manufacturers Profiles
    2.1 NVIDIA
        2.1.1 NVIDIA Details
        2.1.2 NVIDIA Major Business
        2.1.3 NVIDIA AI GPU Product and Services
        2.1.4 NVIDIA AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.1.5 NVIDIA Recent Developments/Updates
    2.2 AMD
        2.2.1 AMD Details
        2.2.2 AMD Major Business
        2.2.3 AMD AI GPU Product and Services
        2.2.4 AMD AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.2.5 AMD Recent Developments/Updates
    2.3 Intel
        2.3.1 Intel Details
        2.3.2 Intel Major Business
        2.3.3 Intel AI GPU Product and Services
        2.3.4 Intel AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.3.5 Intel Recent Developments/Updates
    2.4 Shanghai Denglin
        2.4.1 Shanghai Denglin Details
        2.4.2 Shanghai Denglin Major Business
        2.4.3 Shanghai Denglin AI GPU Product and Services
        2.4.4 Shanghai Denglin AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.4.5 Shanghai Denglin Recent Developments/Updates
    2.5 Vastai Technologies
        2.5.1 Vastai Technologies Details
        2.5.2 Vastai Technologies Major Business
        2.5.3 Vastai Technologies AI GPU Product and Services
        2.5.4 Vastai Technologies AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.5.5 Vastai Technologies Recent Developments/Updates
    2.6 Shanghai Iluvatar
        2.6.1 Shanghai Iluvatar Details
        2.6.2 Shanghai Iluvatar Major Business
        2.6.3 Shanghai Iluvatar AI GPU Product and Services
        2.6.4 Shanghai Iluvatar AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.6.5 Shanghai Iluvatar Recent Developments/Updates
    2.7 Metax Tech
        2.7.1 Metax Tech Details
        2.7.2 Metax Tech Major Business
        2.7.3 Metax Tech AI GPU Product and Services
        2.7.4 Metax Tech AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.7.5 Metax Tech Recent Developments/Updates

3 Competitive Environment: AI GPU by Manufacturer
    3.1 Global AI GPU Sales Quantity by Manufacturer (2019-2024)
    3.2 Global AI GPU Revenue by Manufacturer (2019-2024)
    3.3 Global AI GPU Average Price by Manufacturer (2019-2024)
    3.4 Market Share Analysis (2023)
        3.4.1 Producer Shipments of AI GPU by Manufacturer Revenue ($MM) and Market Share (%): 2023
        3.4.2 Top 3 AI GPU Manufacturer Market Share in 2023
        3.4.3 Top 6 AI GPU Manufacturer Market Share in 2023
    3.5 AI GPU Market: Overall Company Footprint Analysis
        3.5.1 AI GPU Market: Region Footprint
        3.5.2 AI GPU Market: Company Product Type Footprint
        3.5.3 AI GPU Market: Company Product Application Footprint
    3.6 New Market Entrants and Barriers to Market Entry
    3.7 Mergers, Acquisition, Agreements, and Collaborations

4 Consumption Analysis by Region
    4.1 Global AI GPU Market Size by Region
        4.1.1 Global AI GPU Sales Quantity by Region (2019-2030)
        4.1.2 Global AI GPU Consumption Value by Region (2019-2030)
        4.1.3 Global AI GPU Average Price by Region (2019-2030)
    4.2 North America AI GPU Consumption Value (2019-2030)
    4.3 Europe AI GPU Consumption Value (2019-2030)
    4.4 Asia-Pacific AI GPU Consumption Value (2019-2030)
    4.5 South America AI GPU Consumption Value (2019-2030)
    4.6 Middle East & Africa AI GPU Consumption Value (2019-2030)

5 Market Segment by Type
    5.1 Global AI GPU Sales Quantity by Type (2019-2030)
    5.2 Global AI GPU Consumption Value by Type (2019-2030)
    5.3 Global AI GPU Average Price by Type (2019-2030)

6 Market Segment by Application
    6.1 Global AI GPU Sales Quantity by Application (2019-2030)
    6.2 Global AI GPU Consumption Value by Application (2019-2030)
    6.3 Global AI GPU Average Price by Application (2019-2030)

7 North America
    7.1 North America AI GPU Sales Quantity by Type (2019-2030)
    7.2 North America AI GPU Sales Quantity by Application (2019-2030)
    7.3 North America AI GPU Market Size by Country
        7.3.1 North America AI GPU Sales Quantity by Country (2019-2030)
        7.3.2 North America AI GPU Consumption Value by Country (2019-2030)
        7.3.3 United States Market Size and Forecast (2019-2030)
        7.3.4 Canada Market Size and Forecast (2019-2030)
        7.3.5 Mexico Market Size and Forecast (2019-2030)

8 Europe
    8.1 Europe AI GPU Sales Quantity by Type (2019-2030)
    8.2 Europe AI GPU Sales Quantity by Application (2019-2030)
    8.3 Europe AI GPU Market Size by Country
        8.3.1 Europe AI GPU Sales Quantity by Country (2019-2030)
        8.3.2 Europe AI GPU Consumption Value by Country (2019-2030)
        8.3.3 Germany Market Size and Forecast (2019-2030)
        8.3.4 France Market Size and Forecast (2019-2030)
        8.3.5 United Kingdom Market Size and Forecast (2019-2030)
        8.3.6 Russia Market Size and Forecast (2019-2030)
        8.3.7 Italy Market Size and Forecast (2019-2030)

9 Asia-Pacific
    9.1 Asia-Pacific AI GPU Sales Quantity by Type (2019-2030)
    9.2 Asia-Pacific AI GPU Sales Quantity by Application (2019-2030)
    9.3 Asia-Pacific AI GPU Market Size by Region
        9.3.1 Asia-Pacific AI GPU Sales Quantity by Region (2019-2030)
        9.3.2 Asia-Pacific AI GPU Consumption Value by Region (2019-2030)
        9.3.3 China Market Size and Forecast (2019-2030)
        9.3.4 Japan Market Size and Forecast (2019-2030)
        9.3.5 South Korea Market Size and Forecast (2019-2030)
        9.3.6 India Market Size and Forecast (2019-2030)
        9.3.7 Southeast Asia Market Size and Forecast (2019-2030)
        9.3.8 Australia Market Size and Forecast (2019-2030)

10 South America
    10.1 South America AI GPU Sales Quantity by Type (2019-2030)
    10.2 South America AI GPU Sales Quantity by Application (2019-2030)
    10.3 South America AI GPU Market Size by Country
        10.3.1 South America AI GPU Sales Quantity by Country (2019-2030)
        10.3.2 South America AI GPU Consumption Value by Country (2019-2030)
        10.3.3 Brazil Market Size and Forecast (2019-2030)
        10.3.4 Argentina Market Size and Forecast (2019-2030)

11 Middle East & Africa
    11.1 Middle East & Africa AI GPU Sales Quantity by Type (2019-2030)
    11.2 Middle East & Africa AI GPU Sales Quantity by Application (2019-2030)
    11.3 Middle East & Africa AI GPU Market Size by Country
        11.3.1 Middle East & Africa AI GPU Sales Quantity by Country (2019-2030)
        11.3.2 Middle East & Africa AI GPU Consumption Value by Country (2019-2030)
        11.3.3 Turkey Market Size and Forecast (2019-2030)
        11.3.4 Egypt Market Size and Forecast (2019-2030)
        11.3.5 Saudi Arabia Market Size and Forecast (2019-2030)
        11.3.6 South Africa Market Size and Forecast (2019-2030)

12 Market Dynamics
    12.1 AI GPU Market Drivers
    12.2 AI GPU Market Restraints
    12.3 AI GPU Trends Analysis
    12.4 Porters Five Forces Analysis
        12.4.1 Threat of New Entrants
        12.4.2 Bargaining Power of Suppliers
        12.4.3 Bargaining Power of Buyers
        12.4.4 Threat of Substitutes
        12.4.5 Competitive Rivalry

13 Raw Material and Industry Chain
    13.1 Raw Material of AI GPU and Key Manufacturers
    13.2 Manufacturing Costs Percentage of AI GPU
    13.3 AI GPU Production Process
    13.4 Industry Value Chain Analysis

14 Shipments by Distribution Channel
    14.1 Sales Channel
        14.1.1 Direct to End-User
        14.1.2 Distributors
    14.2 AI GPU Typical Distributors
    14.3 AI GPU Typical Customers

15 Research Findings and Conclusion

16 Appendix
    16.1 Methodology
    16.2 Research Process and Data Source
    16.3 Disclaimer
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Table of Figures

List of Tables
 Table 1. Global AI GPU Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
 Table 2. Global AI GPU Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
 Table 3. NVIDIA Basic Information, Manufacturing Base and Competitors
 Table 4. NVIDIA Major Business
 Table 5. NVIDIA AI GPU Product and Services
 Table 6. NVIDIA AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 7. NVIDIA Recent Developments/Updates
 Table 8. AMD Basic Information, Manufacturing Base and Competitors
 Table 9. AMD Major Business
 Table 10. AMD AI GPU Product and Services
 Table 11. AMD AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 12. AMD Recent Developments/Updates
 Table 13. Intel Basic Information, Manufacturing Base and Competitors
 Table 14. Intel Major Business
 Table 15. Intel AI GPU Product and Services
 Table 16. Intel AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 17. Intel Recent Developments/Updates
 Table 18. Shanghai Denglin Basic Information, Manufacturing Base and Competitors
 Table 19. Shanghai Denglin Major Business
 Table 20. Shanghai Denglin AI GPU Product and Services
 Table 21. Shanghai Denglin AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 22. Shanghai Denglin Recent Developments/Updates
 Table 23. Vastai Technologies Basic Information, Manufacturing Base and Competitors
 Table 24. Vastai Technologies Major Business
 Table 25. Vastai Technologies AI GPU Product and Services
 Table 26. Vastai Technologies AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 27. Vastai Technologies Recent Developments/Updates
 Table 28. Shanghai Iluvatar Basic Information, Manufacturing Base and Competitors
 Table 29. Shanghai Iluvatar Major Business
 Table 30. Shanghai Iluvatar AI GPU Product and Services
 Table 31. Shanghai Iluvatar AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 32. Shanghai Iluvatar Recent Developments/Updates
 Table 33. Metax Tech Basic Information, Manufacturing Base and Competitors
 Table 34. Metax Tech Major Business
 Table 35. Metax Tech AI GPU Product and Services
 Table 36. Metax Tech AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 37. Metax Tech Recent Developments/Updates
 Table 38. Global AI GPU Sales Quantity by Manufacturer (2019-2024) & (K Units)
 Table 39. Global AI GPU Revenue by Manufacturer (2019-2024) & (USD Million)
 Table 40. Global AI GPU Average Price by Manufacturer (2019-2024) & (US$/Unit)
 Table 41. Market Position of Manufacturers in AI GPU, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2023
 Table 42. Head Office and AI GPU Production Site of Key Manufacturer
 Table 43. AI GPU Market: Company Product Type Footprint
 Table 44. AI GPU Market: Company Product Application Footprint
 Table 45. AI GPU New Market Entrants and Barriers to Market Entry
 Table 46. AI GPU Mergers, Acquisition, Agreements, and Collaborations
 Table 47. Global AI GPU Consumption Value by Region (2019-2023-2030) & (USD Million) & CAGR
 Table 48. Global AI GPU Sales Quantity by Region (2019-2024) & (K Units)
 Table 49. Global AI GPU Sales Quantity by Region (2025-2030) & (K Units)
 Table 50. Global AI GPU Consumption Value by Region (2019-2024) & (USD Million)
 Table 51. Global AI GPU Consumption Value by Region (2025-2030) & (USD Million)
 Table 52. Global AI GPU Average Price by Region (2019-2024) & (US$/Unit)
 Table 53. Global AI GPU Average Price by Region (2025-2030) & (US$/Unit)
 Table 54. Global AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 55. Global AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 56. Global AI GPU Consumption Value by Type (2019-2024) & (USD Million)
 Table 57. Global AI GPU Consumption Value by Type (2025-2030) & (USD Million)
 Table 58. Global AI GPU Average Price by Type (2019-2024) & (US$/Unit)
 Table 59. Global AI GPU Average Price by Type (2025-2030) & (US$/Unit)
 Table 60. Global AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 61. Global AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 62. Global AI GPU Consumption Value by Application (2019-2024) & (USD Million)
 Table 63. Global AI GPU Consumption Value by Application (2025-2030) & (USD Million)
 Table 64. Global AI GPU Average Price by Application (2019-2024) & (US$/Unit)
 Table 65. Global AI GPU Average Price by Application (2025-2030) & (US$/Unit)
 Table 66. North America AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 67. North America AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 68. North America AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 69. North America AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 70. North America AI GPU Sales Quantity by Country (2019-2024) & (K Units)
 Table 71. North America AI GPU Sales Quantity by Country (2025-2030) & (K Units)
 Table 72. North America AI GPU Consumption Value by Country (2019-2024) & (USD Million)
 Table 73. North America AI GPU Consumption Value by Country (2025-2030) & (USD Million)
 Table 74. Europe AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 75. Europe AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 76. Europe AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 77. Europe AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 78. Europe AI GPU Sales Quantity by Country (2019-2024) & (K Units)
 Table 79. Europe AI GPU Sales Quantity by Country (2025-2030) & (K Units)
 Table 80. Europe AI GPU Consumption Value by Country (2019-2024) & (USD Million)
 Table 81. Europe AI GPU Consumption Value by Country (2025-2030) & (USD Million)
 Table 82. Asia-Pacific AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 83. Asia-Pacific AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 84. Asia-Pacific AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 85. Asia-Pacific AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 86. Asia-Pacific AI GPU Sales Quantity by Region (2019-2024) & (K Units)
 Table 87. Asia-Pacific AI GPU Sales Quantity by Region (2025-2030) & (K Units)
 Table 88. Asia-Pacific AI GPU Consumption Value by Region (2019-2024) & (USD Million)
 Table 89. Asia-Pacific AI GPU Consumption Value by Region (2025-2030) & (USD Million)
 Table 90. South America AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 91. South America AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 92. South America AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 93. South America AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 94. South America AI GPU Sales Quantity by Country (2019-2024) & (K Units)
 Table 95. South America AI GPU Sales Quantity by Country (2025-2030) & (K Units)
 Table 96. South America AI GPU Consumption Value by Country (2019-2024) & (USD Million)
 Table 97. South America AI GPU Consumption Value by Country (2025-2030) & (USD Million)
 Table 98. Middle East & Africa AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 99. Middle East & Africa AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 100. Middle East & Africa AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 101. Middle East & Africa AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 102. Middle East & Africa AI GPU Sales Quantity by Country (2019-2024) & (K Units)
 Table 103. Middle East & Africa AI GPU Sales Quantity by Country (2025-2030) & (K Units)
 Table 104. Middle East & Africa AI GPU Consumption Value by Country (2019-2024) & (USD Million)
 Table 105. Middle East & Africa AI GPU Consumption Value by Country (2025-2030) & (USD Million)
 Table 106. AI GPU Raw Material
 Table 107. Key Manufacturers of AI GPU Raw Materials
 Table 108. AI GPU Typical Distributors
 Table 109. AI GPU Typical Customers


List of Figures
 Figure 1. AI GPU Picture
 Figure 2. Global AI GPU Revenue by Type, (USD Million), 2019 & 2023 & 2030
 Figure 3. Global AI GPU Revenue Market Share by Type in 2023
 Figure 4. ≤16GB Examples
 Figure 5. 32-80GB Examples
 Figure 6. Above 80GB Examples
 Figure 7. Global AI GPU Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
 Figure 8. Global AI GPU Revenue Market Share by Application in 2023
 Figure 9. Machine Learning Examples
 Figure 10. Language Models/NLP Examples
 Figure 11. Computer Vision Examples
 Figure 12. Others Examples
 Figure 13. Global AI GPU Consumption Value, (USD Million): 2019 & 2023 & 2030
 Figure 14. Global AI GPU Consumption Value and Forecast (2019-2030) & (USD Million)
 Figure 15. Global AI GPU Sales Quantity (2019-2030) & (K Units)
 Figure 16. Global AI GPU Price (2019-2030) & (US$/Unit)
 Figure 17. Global AI GPU Sales Quantity Market Share by Manufacturer in 2023
 Figure 18. Global AI GPU Revenue Market Share by Manufacturer in 2023
 Figure 19. Producer Shipments of AI GPU by Manufacturer Sales ($MM) and Market Share (%): 2023
 Figure 20. Top 3 AI GPU Manufacturer (Revenue) Market Share in 2023
 Figure 21. Top 6 AI GPU Manufacturer (Revenue) Market Share in 2023
 Figure 22. Global AI GPU Sales Quantity Market Share by Region (2019-2030)
 Figure 23. Global AI GPU Consumption Value Market Share by Region (2019-2030)
 Figure 24. North America AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 25. Europe AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 26. Asia-Pacific AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 27. South America AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 28. Middle East & Africa AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 29. Global AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 30. Global AI GPU Consumption Value Market Share by Type (2019-2030)
 Figure 31. Global AI GPU Average Price by Type (2019-2030) & (US$/Unit)
 Figure 32. Global AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 33. Global AI GPU Revenue Market Share by Application (2019-2030)
 Figure 34. Global AI GPU Average Price by Application (2019-2030) & (US$/Unit)
 Figure 35. North America AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 36. North America AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 37. North America AI GPU Sales Quantity Market Share by Country (2019-2030)
 Figure 38. North America AI GPU Consumption Value Market Share by Country (2019-2030)
 Figure 39. United States AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 40. Canada AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 41. Mexico AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 42. Europe AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 43. Europe AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 44. Europe AI GPU Sales Quantity Market Share by Country (2019-2030)
 Figure 45. Europe AI GPU Consumption Value Market Share by Country (2019-2030)
 Figure 46. Germany AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 47. France AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 48. United Kingdom AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 49. Russia AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 50. Italy AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 51. Asia-Pacific AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 52. Asia-Pacific AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 53. Asia-Pacific AI GPU Sales Quantity Market Share by Region (2019-2030)
 Figure 54. Asia-Pacific AI GPU Consumption Value Market Share by Region (2019-2030)
 Figure 55. China AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 56. Japan AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 57. South Korea AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 58. India AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 59. Southeast Asia AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 60. Australia AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 61. South America AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 62. South America AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 63. South America AI GPU Sales Quantity Market Share by Country (2019-2030)
 Figure 64. South America AI GPU Consumption Value Market Share by Country (2019-2030)
 Figure 65. Brazil AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 66. Argentina AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 67. Middle East & Africa AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 68. Middle East & Africa AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 69. Middle East & Africa AI GPU Sales Quantity Market Share by Country (2019-2030)
 Figure 70. Middle East & Africa AI GPU Consumption Value Market Share by Country (2019-2030)
 Figure 71. Turkey AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 72. Egypt AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 73. Saudi Arabia AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 74. South Africa AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 75. AI GPU Market Drivers
 Figure 76. AI GPU Market Restraints
 Figure 77. AI GPU Market Trends
 Figure 78. Porters Five Forces Analysis
 Figure 79. Manufacturing Cost Structure Analysis of AI GPU in 2023
 Figure 80. Manufacturing Process Analysis of AI GPU
 Figure 81. AI GPU Industrial Chain
 Figure 82. Sales Channel: Direct to End-User vs Distributors
 Figure 83. Direct Channel Pros & Cons
 Figure 84. Indirect Channel Pros & Cons
 Figure 85. Methodology
 Figure 86. Research Process and Data Source
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Research Methodology

Client Requirements

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Review and analyze client requirements

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Discussion of all the project requirements and queries

Flexibility Check

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Project Feasibility Analysis

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Finalizing tentative research programme

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Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

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Determination of key drivers, restraints, challenge, and opportunity

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Identifies market needs and trends

Market Size Estimation & Forecast

yuan2

Estimation of historical data based on secondary and primary data

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Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

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Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

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Consideration of geography, region-specific product/service demand for region segments

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Consideration of product utilization rates, product demand outlook for segments by application or end-user.

tuBiao1

Data Source

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Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

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Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

yuan2

Collection of data

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Cumulating and collating the essential qualitative and quantitative data

yuan2

Generation of report in client requested format by research analysts

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Reviews by expert analysts

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Final quality check

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Clarifying queries

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Receiving feedback

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Ensuring satisfaction

  • yuan01
    liuCheng01

    01 Identification of data

    This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.

  • yuan01
    liuCheng01

    02 Evaluation of Market Dynamic

    This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.

  • yuan01
    liuCheng01

    03 Collection of Data

    This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.

  • yuan01
    liuCheng01

    04 Collaboration of Data

    This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.

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    liuCheng01

    05 Verification and Analysis

    This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

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Companies Mentioned

NVIDIA
AMD
Intel
Shanghai Denglin
Vastai Technologies
Shanghai Iluvatar
Metax Tech
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Related Reports

Global AI GPU Supply, Demand and Key Producers, 2024-2030 xian22

Global AI GPU Supply, Demand and Key Producers, 2024-2030

date 15 Apr 2024

date Electronics & Semiconductor

Broadly speaking, AI chips refer to chips that run artificial intelligence algorithms. AI algorithms mainly include deep learning algorithms and machine learning algorithms. In a narrow sense, AI chips refer to chips specially designed to accelerate artificial intelligence algorithms. AI chips mainly include GPU, TPU, FPGA, ASIC, etc. GPU is a hardware component similar to CPU, but more professional. It can handle complex mathematical operations running in parallel more efficiently than a regular CPU. The GPU was initially used to simulate human imagination, enabling the virtual worlds of video games and films. Today, it also simulates human intelligence, enabling a deeper understanding of the physical world. Its parallel processing capabilities, supported by thousands of computing cores, are essential to running deep learning algorithms. This form of AI, in which software writes itself by learning from large amounts of data, can serve as the brain of computers, robots and self-driving cars that can perceive and understand the world. Since artificial intelligence tasks often require a large number of computationally intensive operations such as matrix multiplication and convolution, these operations can be parallelized to speed up calculations. In contrast, CPUs have weak parallelism and their relatively small number of cores cannot handle this type of task efficiently. Therefore, in artificial intelligence tasks, using GPUs for calculations can significantly speed up calculations and improve calculation efficiency. Some of the most recent applications of GPU-powered deep learning include recommendation systems, which are AI algorithms trained to understand the preferences, previous decisions, and characteristics of people and products using data gathered about their interactions, large Language Models/NLP, which can recognize, summarize, translate, predict and generate text and other content based on knowledge gained from massive datasets. Generative AI, which uses algorithms that create new content, including audio, code, images, text, simulations, and videos, based on the data they have been trained on.

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Global AI GPU Market 2024 by Manufacturers, Regions, Type and Application, Forecast to 2030

Global AI GPU Market 2024 by Manufacturers, Regions, Type and Application, Forecast to 2030

Page: 91

Published Date: 15 Apr 2024

Category: Electronics & Semiconductor

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Description

Broadly speaking, AI chips refer to chips that run artificial intelligence algorithms. AI algorithms mainly include deep learning algorithms and machine learning algorithms. In a narrow sense, AI chips refer to chips specially designed to accelerate artificial intelligence algorithms. AI chips mainly include GPU, TPU, FPGA, ASIC, etc. GPU is a hardware component similar to CPU, but more professional. It can handle complex mathematical operations running in parallel more efficiently than a regular CPU. The GPU was initially used to simulate human imagination, enabling the virtual worlds of video games and films. Today, it also simulates human intelligence, enabling a deeper understanding of the physical world. Its parallel processing capabilities, supported by thousands of computing cores, are essential to running deep learning algorithms. This form of AI, in which software writes itself by learning from large amounts of data, can serve as the brain of computers, robots and self-driving cars that can perceive and understand the world. Since artificial intelligence tasks often require a large number of computationally intensive operations such as matrix multiplication and convolution, these operations can be parallelized to speed up calculations. In contrast, CPUs have weak parallelism and their relatively small number of cores cannot handle this type of task efficiently. Therefore, in artificial intelligence tasks, using GPUs for calculations can significantly speed up calculations and improve calculation efficiency. Some of the most recent applications of GPU-powered deep learning include recommendation systems, which are AI algorithms trained to understand the preferences, previous decisions, and characteristics of people and products using data gathered about their interactions, large Language Models/NLP, which can recognize, summarize, translate, predict and generate text and other content based on knowledge gained from massive datasets. Generative AI, which uses algorithms that create new content, including audio, code, images, text, simulations, and videos, based on the data they have been trained on.

According to our (Global Info Research) latest study, the global AI GPU market size was valued at US$ 37870 million in 2023 and is forecast to a readjusted size of USD 371490 million by 2030 with a CAGR of 29.9% during review period.

Global key players of AI GPU include NVIDIA, Intel, Shanghai Denglin, etc. The top three players hold a share over 99%. China is the largest market, and has a share about 68%, followed by America and Europe with share 24% and 4%, separately. In terms of product type, 32-80GB is the largest segment, occupied for a share of 73%. In terms of application, Machine Learning has a share about 82 percent.

This report is a detailed and comprehensive analysis for global AI GPU market. Both quantitative and qualitative analyses are presented by manufacturers, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2024, are provided.

Key Features:
Global AI GPU market size and forecasts, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2019-2030
Global AI GPU market size and forecasts by region and country, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2019-2030
Global AI GPU market size and forecasts, by Type and by Application, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2019-2030
Global AI GPU market shares of main players, shipments in revenue ($ Million), sales quantity (K Units), and ASP (US$/Unit), 2019-2024
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for AI GPU
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global AI GPU market based on the following parameters - company overview, sales quantity, revenue, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include NVIDIA, AMD, Intel, Shanghai Denglin, Vastai Technologies, Shanghai Iluvatar, Metax Tech, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.

Market Segmentation
AI GPU market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type
    ≤16GB
    32-80GB
    Above 80GB

Market segment by Application
    Machine Learning
    Language Models/NLP
    Computer Vision
    Others

Major players covered
    NVIDIA
    AMD
    Intel
    Shanghai Denglin
    Vastai Technologies
    Shanghai Iluvatar
    Metax Tech

Market segment by region, regional analysis covers
North America (United States, Canada, and Mexico)
Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)
South America (Brazil, Argentina, Colombia, and Rest of South America)
Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)
The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe AI GPU product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top manufacturers of AI GPU, with price, sales quantity, revenue, and global market share of AI GPU from 2019 to 2024.
Chapter 3, the AI GPU competitive situation, sales quantity, revenue, and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the AI GPU breakdown data are shown at the regional level, to show the sales quantity, consumption value, and growth by regions, from 2019 to 2030.
Chapter 5 and 6, to segment the sales by Type and by Application, with sales market share and growth rate by Type, by Application, from 2019 to 2030.
Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales quantity, consumption value, and market share for key countries in the world, from 2019 to 2024.and AI GPU market forecast, by regions, by Type, and by Application, with sales and revenue, from 2025 to 2030.
Chapter 12, market dynamics, drivers, restraints, trends, and Porters Five Forces analysis.
Chapter 13, the key raw materials and key suppliers, and industry chain of AI GPU.
Chapter 14 and 15, to describe AI GPU sales channel, distributors, customers, research findings and conclusion.
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Table of Contents

1 Market Overview
    1.1 Product Overview and Scope
    1.2 Market Estimation Caveats and Base Year
    1.3 Market Analysis by Type
        1.3.1 Overview: Global AI GPU Consumption Value by Type: 2019 Versus 2023 Versus 2030
        1.3.2 ≤16GB
        1.3.3 32-80GB
        1.3.4 Above 80GB
    1.4 Market Analysis by Application
        1.4.1 Overview: Global AI GPU Consumption Value by Application: 2019 Versus 2023 Versus 2030
        1.4.2 Machine Learning
        1.4.3 Language Models/NLP
        1.4.4 Computer Vision
        1.4.5 Others
    1.5 Global AI GPU Market Size & Forecast
        1.5.1 Global AI GPU Consumption Value (2019 & 2023 & 2030)
        1.5.2 Global AI GPU Sales Quantity (2019-2030)
        1.5.3 Global AI GPU Average Price (2019-2030)

2 Manufacturers Profiles
    2.1 NVIDIA
        2.1.1 NVIDIA Details
        2.1.2 NVIDIA Major Business
        2.1.3 NVIDIA AI GPU Product and Services
        2.1.4 NVIDIA AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.1.5 NVIDIA Recent Developments/Updates
    2.2 AMD
        2.2.1 AMD Details
        2.2.2 AMD Major Business
        2.2.3 AMD AI GPU Product and Services
        2.2.4 AMD AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.2.5 AMD Recent Developments/Updates
    2.3 Intel
        2.3.1 Intel Details
        2.3.2 Intel Major Business
        2.3.3 Intel AI GPU Product and Services
        2.3.4 Intel AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.3.5 Intel Recent Developments/Updates
    2.4 Shanghai Denglin
        2.4.1 Shanghai Denglin Details
        2.4.2 Shanghai Denglin Major Business
        2.4.3 Shanghai Denglin AI GPU Product and Services
        2.4.4 Shanghai Denglin AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.4.5 Shanghai Denglin Recent Developments/Updates
    2.5 Vastai Technologies
        2.5.1 Vastai Technologies Details
        2.5.2 Vastai Technologies Major Business
        2.5.3 Vastai Technologies AI GPU Product and Services
        2.5.4 Vastai Technologies AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.5.5 Vastai Technologies Recent Developments/Updates
    2.6 Shanghai Iluvatar
        2.6.1 Shanghai Iluvatar Details
        2.6.2 Shanghai Iluvatar Major Business
        2.6.3 Shanghai Iluvatar AI GPU Product and Services
        2.6.4 Shanghai Iluvatar AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.6.5 Shanghai Iluvatar Recent Developments/Updates
    2.7 Metax Tech
        2.7.1 Metax Tech Details
        2.7.2 Metax Tech Major Business
        2.7.3 Metax Tech AI GPU Product and Services
        2.7.4 Metax Tech AI GPU Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2019-2024)
        2.7.5 Metax Tech Recent Developments/Updates

3 Competitive Environment: AI GPU by Manufacturer
    3.1 Global AI GPU Sales Quantity by Manufacturer (2019-2024)
    3.2 Global AI GPU Revenue by Manufacturer (2019-2024)
    3.3 Global AI GPU Average Price by Manufacturer (2019-2024)
    3.4 Market Share Analysis (2023)
        3.4.1 Producer Shipments of AI GPU by Manufacturer Revenue ($MM) and Market Share (%): 2023
        3.4.2 Top 3 AI GPU Manufacturer Market Share in 2023
        3.4.3 Top 6 AI GPU Manufacturer Market Share in 2023
    3.5 AI GPU Market: Overall Company Footprint Analysis
        3.5.1 AI GPU Market: Region Footprint
        3.5.2 AI GPU Market: Company Product Type Footprint
        3.5.3 AI GPU Market: Company Product Application Footprint
    3.6 New Market Entrants and Barriers to Market Entry
    3.7 Mergers, Acquisition, Agreements, and Collaborations

4 Consumption Analysis by Region
    4.1 Global AI GPU Market Size by Region
        4.1.1 Global AI GPU Sales Quantity by Region (2019-2030)
        4.1.2 Global AI GPU Consumption Value by Region (2019-2030)
        4.1.3 Global AI GPU Average Price by Region (2019-2030)
    4.2 North America AI GPU Consumption Value (2019-2030)
    4.3 Europe AI GPU Consumption Value (2019-2030)
    4.4 Asia-Pacific AI GPU Consumption Value (2019-2030)
    4.5 South America AI GPU Consumption Value (2019-2030)
    4.6 Middle East & Africa AI GPU Consumption Value (2019-2030)

5 Market Segment by Type
    5.1 Global AI GPU Sales Quantity by Type (2019-2030)
    5.2 Global AI GPU Consumption Value by Type (2019-2030)
    5.3 Global AI GPU Average Price by Type (2019-2030)

6 Market Segment by Application
    6.1 Global AI GPU Sales Quantity by Application (2019-2030)
    6.2 Global AI GPU Consumption Value by Application (2019-2030)
    6.3 Global AI GPU Average Price by Application (2019-2030)

7 North America
    7.1 North America AI GPU Sales Quantity by Type (2019-2030)
    7.2 North America AI GPU Sales Quantity by Application (2019-2030)
    7.3 North America AI GPU Market Size by Country
        7.3.1 North America AI GPU Sales Quantity by Country (2019-2030)
        7.3.2 North America AI GPU Consumption Value by Country (2019-2030)
        7.3.3 United States Market Size and Forecast (2019-2030)
        7.3.4 Canada Market Size and Forecast (2019-2030)
        7.3.5 Mexico Market Size and Forecast (2019-2030)

8 Europe
    8.1 Europe AI GPU Sales Quantity by Type (2019-2030)
    8.2 Europe AI GPU Sales Quantity by Application (2019-2030)
    8.3 Europe AI GPU Market Size by Country
        8.3.1 Europe AI GPU Sales Quantity by Country (2019-2030)
        8.3.2 Europe AI GPU Consumption Value by Country (2019-2030)
        8.3.3 Germany Market Size and Forecast (2019-2030)
        8.3.4 France Market Size and Forecast (2019-2030)
        8.3.5 United Kingdom Market Size and Forecast (2019-2030)
        8.3.6 Russia Market Size and Forecast (2019-2030)
        8.3.7 Italy Market Size and Forecast (2019-2030)

9 Asia-Pacific
    9.1 Asia-Pacific AI GPU Sales Quantity by Type (2019-2030)
    9.2 Asia-Pacific AI GPU Sales Quantity by Application (2019-2030)
    9.3 Asia-Pacific AI GPU Market Size by Region
        9.3.1 Asia-Pacific AI GPU Sales Quantity by Region (2019-2030)
        9.3.2 Asia-Pacific AI GPU Consumption Value by Region (2019-2030)
        9.3.3 China Market Size and Forecast (2019-2030)
        9.3.4 Japan Market Size and Forecast (2019-2030)
        9.3.5 South Korea Market Size and Forecast (2019-2030)
        9.3.6 India Market Size and Forecast (2019-2030)
        9.3.7 Southeast Asia Market Size and Forecast (2019-2030)
        9.3.8 Australia Market Size and Forecast (2019-2030)

10 South America
    10.1 South America AI GPU Sales Quantity by Type (2019-2030)
    10.2 South America AI GPU Sales Quantity by Application (2019-2030)
    10.3 South America AI GPU Market Size by Country
        10.3.1 South America AI GPU Sales Quantity by Country (2019-2030)
        10.3.2 South America AI GPU Consumption Value by Country (2019-2030)
        10.3.3 Brazil Market Size and Forecast (2019-2030)
        10.3.4 Argentina Market Size and Forecast (2019-2030)

11 Middle East & Africa
    11.1 Middle East & Africa AI GPU Sales Quantity by Type (2019-2030)
    11.2 Middle East & Africa AI GPU Sales Quantity by Application (2019-2030)
    11.3 Middle East & Africa AI GPU Market Size by Country
        11.3.1 Middle East & Africa AI GPU Sales Quantity by Country (2019-2030)
        11.3.2 Middle East & Africa AI GPU Consumption Value by Country (2019-2030)
        11.3.3 Turkey Market Size and Forecast (2019-2030)
        11.3.4 Egypt Market Size and Forecast (2019-2030)
        11.3.5 Saudi Arabia Market Size and Forecast (2019-2030)
        11.3.6 South Africa Market Size and Forecast (2019-2030)

12 Market Dynamics
    12.1 AI GPU Market Drivers
    12.2 AI GPU Market Restraints
    12.3 AI GPU Trends Analysis
    12.4 Porters Five Forces Analysis
        12.4.1 Threat of New Entrants
        12.4.2 Bargaining Power of Suppliers
        12.4.3 Bargaining Power of Buyers
        12.4.4 Threat of Substitutes
        12.4.5 Competitive Rivalry

13 Raw Material and Industry Chain
    13.1 Raw Material of AI GPU and Key Manufacturers
    13.2 Manufacturing Costs Percentage of AI GPU
    13.3 AI GPU Production Process
    13.4 Industry Value Chain Analysis

14 Shipments by Distribution Channel
    14.1 Sales Channel
        14.1.1 Direct to End-User
        14.1.2 Distributors
    14.2 AI GPU Typical Distributors
    14.3 AI GPU Typical Customers

15 Research Findings and Conclusion

16 Appendix
    16.1 Methodology
    16.2 Research Process and Data Source
    16.3 Disclaimer
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Table of Figures

List of Tables
 Table 1. Global AI GPU Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
 Table 2. Global AI GPU Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
 Table 3. NVIDIA Basic Information, Manufacturing Base and Competitors
 Table 4. NVIDIA Major Business
 Table 5. NVIDIA AI GPU Product and Services
 Table 6. NVIDIA AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 7. NVIDIA Recent Developments/Updates
 Table 8. AMD Basic Information, Manufacturing Base and Competitors
 Table 9. AMD Major Business
 Table 10. AMD AI GPU Product and Services
 Table 11. AMD AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 12. AMD Recent Developments/Updates
 Table 13. Intel Basic Information, Manufacturing Base and Competitors
 Table 14. Intel Major Business
 Table 15. Intel AI GPU Product and Services
 Table 16. Intel AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 17. Intel Recent Developments/Updates
 Table 18. Shanghai Denglin Basic Information, Manufacturing Base and Competitors
 Table 19. Shanghai Denglin Major Business
 Table 20. Shanghai Denglin AI GPU Product and Services
 Table 21. Shanghai Denglin AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 22. Shanghai Denglin Recent Developments/Updates
 Table 23. Vastai Technologies Basic Information, Manufacturing Base and Competitors
 Table 24. Vastai Technologies Major Business
 Table 25. Vastai Technologies AI GPU Product and Services
 Table 26. Vastai Technologies AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 27. Vastai Technologies Recent Developments/Updates
 Table 28. Shanghai Iluvatar Basic Information, Manufacturing Base and Competitors
 Table 29. Shanghai Iluvatar Major Business
 Table 30. Shanghai Iluvatar AI GPU Product and Services
 Table 31. Shanghai Iluvatar AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 32. Shanghai Iluvatar Recent Developments/Updates
 Table 33. Metax Tech Basic Information, Manufacturing Base and Competitors
 Table 34. Metax Tech Major Business
 Table 35. Metax Tech AI GPU Product and Services
 Table 36. Metax Tech AI GPU Sales Quantity (K Units), Average Price (US$/Unit), Revenue (USD Million), Gross Margin and Market Share (2019-2024)
 Table 37. Metax Tech Recent Developments/Updates
 Table 38. Global AI GPU Sales Quantity by Manufacturer (2019-2024) & (K Units)
 Table 39. Global AI GPU Revenue by Manufacturer (2019-2024) & (USD Million)
 Table 40. Global AI GPU Average Price by Manufacturer (2019-2024) & (US$/Unit)
 Table 41. Market Position of Manufacturers in AI GPU, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2023
 Table 42. Head Office and AI GPU Production Site of Key Manufacturer
 Table 43. AI GPU Market: Company Product Type Footprint
 Table 44. AI GPU Market: Company Product Application Footprint
 Table 45. AI GPU New Market Entrants and Barriers to Market Entry
 Table 46. AI GPU Mergers, Acquisition, Agreements, and Collaborations
 Table 47. Global AI GPU Consumption Value by Region (2019-2023-2030) & (USD Million) & CAGR
 Table 48. Global AI GPU Sales Quantity by Region (2019-2024) & (K Units)
 Table 49. Global AI GPU Sales Quantity by Region (2025-2030) & (K Units)
 Table 50. Global AI GPU Consumption Value by Region (2019-2024) & (USD Million)
 Table 51. Global AI GPU Consumption Value by Region (2025-2030) & (USD Million)
 Table 52. Global AI GPU Average Price by Region (2019-2024) & (US$/Unit)
 Table 53. Global AI GPU Average Price by Region (2025-2030) & (US$/Unit)
 Table 54. Global AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 55. Global AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 56. Global AI GPU Consumption Value by Type (2019-2024) & (USD Million)
 Table 57. Global AI GPU Consumption Value by Type (2025-2030) & (USD Million)
 Table 58. Global AI GPU Average Price by Type (2019-2024) & (US$/Unit)
 Table 59. Global AI GPU Average Price by Type (2025-2030) & (US$/Unit)
 Table 60. Global AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 61. Global AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 62. Global AI GPU Consumption Value by Application (2019-2024) & (USD Million)
 Table 63. Global AI GPU Consumption Value by Application (2025-2030) & (USD Million)
 Table 64. Global AI GPU Average Price by Application (2019-2024) & (US$/Unit)
 Table 65. Global AI GPU Average Price by Application (2025-2030) & (US$/Unit)
 Table 66. North America AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 67. North America AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 68. North America AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 69. North America AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 70. North America AI GPU Sales Quantity by Country (2019-2024) & (K Units)
 Table 71. North America AI GPU Sales Quantity by Country (2025-2030) & (K Units)
 Table 72. North America AI GPU Consumption Value by Country (2019-2024) & (USD Million)
 Table 73. North America AI GPU Consumption Value by Country (2025-2030) & (USD Million)
 Table 74. Europe AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 75. Europe AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 76. Europe AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 77. Europe AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 78. Europe AI GPU Sales Quantity by Country (2019-2024) & (K Units)
 Table 79. Europe AI GPU Sales Quantity by Country (2025-2030) & (K Units)
 Table 80. Europe AI GPU Consumption Value by Country (2019-2024) & (USD Million)
 Table 81. Europe AI GPU Consumption Value by Country (2025-2030) & (USD Million)
 Table 82. Asia-Pacific AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 83. Asia-Pacific AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 84. Asia-Pacific AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 85. Asia-Pacific AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 86. Asia-Pacific AI GPU Sales Quantity by Region (2019-2024) & (K Units)
 Table 87. Asia-Pacific AI GPU Sales Quantity by Region (2025-2030) & (K Units)
 Table 88. Asia-Pacific AI GPU Consumption Value by Region (2019-2024) & (USD Million)
 Table 89. Asia-Pacific AI GPU Consumption Value by Region (2025-2030) & (USD Million)
 Table 90. South America AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 91. South America AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 92. South America AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 93. South America AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 94. South America AI GPU Sales Quantity by Country (2019-2024) & (K Units)
 Table 95. South America AI GPU Sales Quantity by Country (2025-2030) & (K Units)
 Table 96. South America AI GPU Consumption Value by Country (2019-2024) & (USD Million)
 Table 97. South America AI GPU Consumption Value by Country (2025-2030) & (USD Million)
 Table 98. Middle East & Africa AI GPU Sales Quantity by Type (2019-2024) & (K Units)
 Table 99. Middle East & Africa AI GPU Sales Quantity by Type (2025-2030) & (K Units)
 Table 100. Middle East & Africa AI GPU Sales Quantity by Application (2019-2024) & (K Units)
 Table 101. Middle East & Africa AI GPU Sales Quantity by Application (2025-2030) & (K Units)
 Table 102. Middle East & Africa AI GPU Sales Quantity by Country (2019-2024) & (K Units)
 Table 103. Middle East & Africa AI GPU Sales Quantity by Country (2025-2030) & (K Units)
 Table 104. Middle East & Africa AI GPU Consumption Value by Country (2019-2024) & (USD Million)
 Table 105. Middle East & Africa AI GPU Consumption Value by Country (2025-2030) & (USD Million)
 Table 106. AI GPU Raw Material
 Table 107. Key Manufacturers of AI GPU Raw Materials
 Table 108. AI GPU Typical Distributors
 Table 109. AI GPU Typical Customers


List of Figures
 Figure 1. AI GPU Picture
 Figure 2. Global AI GPU Revenue by Type, (USD Million), 2019 & 2023 & 2030
 Figure 3. Global AI GPU Revenue Market Share by Type in 2023
 Figure 4. ≤16GB Examples
 Figure 5. 32-80GB Examples
 Figure 6. Above 80GB Examples
 Figure 7. Global AI GPU Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
 Figure 8. Global AI GPU Revenue Market Share by Application in 2023
 Figure 9. Machine Learning Examples
 Figure 10. Language Models/NLP Examples
 Figure 11. Computer Vision Examples
 Figure 12. Others Examples
 Figure 13. Global AI GPU Consumption Value, (USD Million): 2019 & 2023 & 2030
 Figure 14. Global AI GPU Consumption Value and Forecast (2019-2030) & (USD Million)
 Figure 15. Global AI GPU Sales Quantity (2019-2030) & (K Units)
 Figure 16. Global AI GPU Price (2019-2030) & (US$/Unit)
 Figure 17. Global AI GPU Sales Quantity Market Share by Manufacturer in 2023
 Figure 18. Global AI GPU Revenue Market Share by Manufacturer in 2023
 Figure 19. Producer Shipments of AI GPU by Manufacturer Sales ($MM) and Market Share (%): 2023
 Figure 20. Top 3 AI GPU Manufacturer (Revenue) Market Share in 2023
 Figure 21. Top 6 AI GPU Manufacturer (Revenue) Market Share in 2023
 Figure 22. Global AI GPU Sales Quantity Market Share by Region (2019-2030)
 Figure 23. Global AI GPU Consumption Value Market Share by Region (2019-2030)
 Figure 24. North America AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 25. Europe AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 26. Asia-Pacific AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 27. South America AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 28. Middle East & Africa AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 29. Global AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 30. Global AI GPU Consumption Value Market Share by Type (2019-2030)
 Figure 31. Global AI GPU Average Price by Type (2019-2030) & (US$/Unit)
 Figure 32. Global AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 33. Global AI GPU Revenue Market Share by Application (2019-2030)
 Figure 34. Global AI GPU Average Price by Application (2019-2030) & (US$/Unit)
 Figure 35. North America AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 36. North America AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 37. North America AI GPU Sales Quantity Market Share by Country (2019-2030)
 Figure 38. North America AI GPU Consumption Value Market Share by Country (2019-2030)
 Figure 39. United States AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 40. Canada AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 41. Mexico AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 42. Europe AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 43. Europe AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 44. Europe AI GPU Sales Quantity Market Share by Country (2019-2030)
 Figure 45. Europe AI GPU Consumption Value Market Share by Country (2019-2030)
 Figure 46. Germany AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 47. France AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 48. United Kingdom AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 49. Russia AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 50. Italy AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 51. Asia-Pacific AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 52. Asia-Pacific AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 53. Asia-Pacific AI GPU Sales Quantity Market Share by Region (2019-2030)
 Figure 54. Asia-Pacific AI GPU Consumption Value Market Share by Region (2019-2030)
 Figure 55. China AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 56. Japan AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 57. South Korea AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 58. India AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 59. Southeast Asia AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 60. Australia AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 61. South America AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 62. South America AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 63. South America AI GPU Sales Quantity Market Share by Country (2019-2030)
 Figure 64. South America AI GPU Consumption Value Market Share by Country (2019-2030)
 Figure 65. Brazil AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 66. Argentina AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 67. Middle East & Africa AI GPU Sales Quantity Market Share by Type (2019-2030)
 Figure 68. Middle East & Africa AI GPU Sales Quantity Market Share by Application (2019-2030)
 Figure 69. Middle East & Africa AI GPU Sales Quantity Market Share by Country (2019-2030)
 Figure 70. Middle East & Africa AI GPU Consumption Value Market Share by Country (2019-2030)
 Figure 71. Turkey AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 72. Egypt AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 73. Saudi Arabia AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 74. South Africa AI GPU Consumption Value (2019-2030) & (USD Million)
 Figure 75. AI GPU Market Drivers
 Figure 76. AI GPU Market Restraints
 Figure 77. AI GPU Market Trends
 Figure 78. Porters Five Forces Analysis
 Figure 79. Manufacturing Cost Structure Analysis of AI GPU in 2023
 Figure 80. Manufacturing Process Analysis of AI GPU
 Figure 81. AI GPU Industrial Chain
 Figure 82. Sales Channel: Direct to End-User vs Distributors
 Figure 83. Direct Channel Pros & Cons
 Figure 84. Indirect Channel Pros & Cons
 Figure 85. Methodology
 Figure 86. Research Process and Data Source
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Research Methodology

Client Requirements

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Review and analyze client requirements

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Discussion of all the project requirements and queries

Flexibility Check

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Project Feasibility Analysis

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Finalizing tentative research programme

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Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

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Determination of key drivers, restraints, challenge, and opportunity

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Identifies market needs and trends

Market Size Estimation & Forecast

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Estimation of historical data based on secondary and primary data

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Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

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Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

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Consideration of geography, region-specific product/service demand for region segments

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Consideration of product utilization rates, product demand outlook for segments by application or end-user.

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Data Source

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Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

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Discussion of all the project requirements and queries

Validation and triangulation of secondary and primary source.

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Collection of data

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Cumulating and collating the essential qualitative and quantitative data

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Generation of report in client requested format by research analysts

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Reviews by expert analysts

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Final quality check

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Clarifying queries

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Receiving feedback

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Ensuring satisfaction

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    liuCheng01

    01 Identification of data

    This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.

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    liuCheng01

    02 Evaluation of Market Dynamic

    This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.

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    liuCheng01

    03 Collection of Data

    This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.

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    liuCheng01

    04 Collaboration of Data

    This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.

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    liuCheng01

    05 Verification and Analysis

    This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

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Companies Mentioned

NVIDIA
AMD
Intel
Shanghai Denglin
Vastai Technologies
Shanghai Iluvatar
Metax Tech
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Global AI GPU Supply, Demand and Key Producers, 2024-2030

industry 15 Apr 2024

industry Electronics & Semiconductor

Broadly speaking, AI chips refer to chips that run artificial intelligence algorithms. AI algorithms mainly include deep learning algorithms and machine learning algorithms. In a narrow sense, AI chips refer to chips specially designed to accelerate artificial intelligence algorithms. AI chips mainly include GPU, TPU, FPGA, ASIC, etc. GPU is a hardware component similar to CPU, but more professional. It can handle complex mathematical operations running in parallel more efficiently than a regular CPU. The GPU was initially used to simulate human imagination, enabling the virtual worlds of video games and films. Today, it also simulates human intelligence, enabling a deeper understanding of the physical world. Its parallel processing capabilities, supported by thousands of computing cores, are essential to running deep learning algorithms. This form of AI, in which software writes itself by learning from large amounts of data, can serve as the brain of computers, robots and self-driving cars that can perceive and understand the world. Since artificial intelligence tasks often require a large number of computationally intensive operations such as matrix multiplication and convolution, these operations can be parallelized to speed up calculations. In contrast, CPUs have weak parallelism and their relatively small number of cores cannot handle this type of task efficiently. Therefore, in artificial intelligence tasks, using GPUs for calculations can significantly speed up calculations and improve calculation efficiency. Some of the most recent applications of GPU-powered deep learning include recommendation systems, which are AI algorithms trained to understand the preferences, previous decisions, and characteristics of people and products using data gathered about their interactions, large Language Models/NLP, which can recognize, summarize, translate, predict and generate text and other content based on knowledge gained from massive datasets. Generative AI, which uses algorithms that create new content, including audio, code, images, text, simulations, and videos, based on the data they have been trained on.

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