The research process for this study involved the systematic gathering, recording, and analysis of data on customers and companies operating in the AI chip market. This process involved the extensive use of secondary sources, directories, and databases (Factiva and Oanda) to identify and collect valuable information for a comprehensive, technical, market-oriented, and commercial study of the AI chip market. In-depth interviews were conducted with primary respondents, including experts from core and related industries, as well as preferred manufacturers, to obtain and verify critical qualitative and quantitative information, and to assess growth prospects. Key players in the AI chip market were identified through secondary research, and their market rankings were determined through a combination of primary and secondary research. This research involved studying the annual reports of top players and conducting interviews with key industry experts, including CEOs, directors, and marketing executives.
Secondary Research
During the secondary research process, various sources were utilized to identify and collect information relevant to this study. These include annual reports, press releases, and investor presentations from companies, as well as white papers, technology journals, certified publications, articles by recognized authors, directories, and databases.
Secondary research was primarily used to gather key information about the industry’s value chain, the total pool of market players, the classification of the market according to industry trends, and regional markets, as well as key developments from both market- and technology-oriented perspectives.
Primary Research
Primary research was also conducted to identify the segmentation types, key players, competitive landscape, and key market dynamics, including drivers, restraints, opportunities, challenges, and industry trends, as well as the key strategies adopted by players operating in the AI chip market. Extensive qualitative and quantitative analyses were performed on the complete market engineering process to list key information and insights throughout the report.
Extensive primary research has been conducted following the acquisition of knowledge about the AI chip market scenario through secondary research. Several primary interviews have been conducted with experts from both the demand side (end use and region) and the supply side (offering, technology, and function) across four major geographic regions: North America, Europe, Asia Pacific, and RoW. Approximately 80% and 20% of the primary interviews were conducted from the supply and demand sides, respectively. This primary data was collected through questionnaires, emails, and telephonic interviews.
Note: Other designations include technology heads, media analysts, sales managers, marketing managers, and product managers.
The three tiers of the companies are based on their total revenues as of 2024 ? Tier 1: >USD 1 billion, Tier 2: USD 500 million–1 billion, and Tier 3: USD 500 million.
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Market Size Estimation
Throughout the comprehensive market engineering process, both top-down and bottom-up approaches were employed, along with several data triangulation methods, to estimate and validate the size of the AI chip market and its various dependent submarkets. Key players in the market were identified through secondary research, and their market share in the respective regions was determined through a combination of primary and secondary research. This entire research methodology involved studying the annual and financial reports of the top players, as well as conducting interviews with experts (including CEOs, VPs, directors, and marketing executives) to gather key insights (both quantitative and qualitative).
All percentage shares, splits, and breakdowns were determined using secondary sources and verified through primary sources. All the possible parameters that affect the markets covered in this research study were accounted for, viewed in detail, verified through primary research, and analyzed to obtain the final quantitative and qualitative data. This data was consolidated and supplemented with detailed inputs and analysis from MarketsandMarkets and presented in this report.
Bottom-Up Approach
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Initially, the companies offering AI chips were identified. Their products were categorized based on compute, memory, network, technology, function, and end user. -
After understanding the different types of AI chips offered by various manufacturers, the market was categorized into segments based on the data gathered through primary and secondary sources. -
To derive the global AI chip market, global chip shipments of top players for AI servers considered in the report’s scope were tracked. -
A suitable penetration rate was assigned for compute, memory, and network offerings to derive the shipments of AI chips. -
We derived the AI chip market based on different offerings using the average selling price (ASP) at which a particular company offers its devices. The ASP of each offering was identified based on secondary sources and validated through primary sources. -
For the CAGR, a market trend analysis was conducted by examining the industry penetration rate, as well as the demand and supply of AI chips for various end users. -
The AI chip market is also tracked through the data sanity method. The revenues of key providers were analyzed through annual reports and press releases and summed to derive the overall market. -
For each company, a percentage is assigned to its overall revenue or, in a few cases, segmental revenue to derive its revenue for the AI chips. This percentage for each company is assigned based on its product portfolio and the range of AI chip offerings it provides. -
The estimates at every level were verified and cross-checked through discussions with key opinion leaders, including CXOs, directors, and operations managers, and subsequently validated by domain experts at MarketsandMarkets. -
Various paid and unpaid sources of information, such as annual reports, press releases, white papers, and databases, were studied.
Top-Down Approach
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The global market size of AI chips was estimated based on data from major companies. -
The growth of the AI chip market exhibited an upward trend during the studied period, as it is currently in the initial stage of the product cycle, with major players beginning to expand their business into various market application areas. -
The types of AI chips, their features and properties, geographic presence, and key applications served by all players in the AI chip market were studied to estimate and determine the percentage split of the segments. -
Different types of AI chip offerings, including compute, memory, and network, and their penetration among end users, were also studied. -
Based on secondary research, the market was categorized by compute, memory, network, technology, function, and end user. -
The demand generated by companies operating in different end-use application segments was analyzed. -
Multiple discussions were conducted with key opinion leaders across major companies involved in developing AI chips and related components to validate the market split by compute, memory, network, technology, function, and end user. -
The regional splits were estimated using secondary sources, based on factors such as the number of players in a specific country and region, as well as the adoption and use cases of each implementation type in relation to applications within the region.
Al Chip Market : Top-Down and Bottom-Up Approach
Data Triangulation
After determining the overall market size through the market size estimation process explained earlier, the total market was divided into several segments and subsegments. Data triangulation and market breakdown procedures were employed to complete the overall market engineering process and derive precise statistics for all segments and subsegments, as applicable. The data was triangulated by studying various factors and trends from both the demand and supply sides. Additionally, the AI chip market size was validated using both top-down and bottom-up approaches.
Market Definition
An AI chip is a type of specialized processor designed to efficiently perform artificial intelligence tasks, particularly in machine learning, natural language processing, generative AI, computer vision, and neural network computations. These chips are capable of conducting parallel processing in complex AI operations, including AI training and inference, allowing for faster execution of AI workloads compared to general-purpose processors.
Key Stakeholders
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Government and financial institutions, and investment communities -
Analysts and strategic business planners -
Semiconductor product designers and fabricators -
Application providers -
AI solution providers -
AI platform providers -
Business providers -
Professional service/solution providers -
Research organizations -
Technology standard organizations, forums, alliances, and associations -
Technology investors
Report Objectives
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To define, describe, and forecast the AI chip market based on offering, function, technology, and end user -
To forecast the size of the market segments for four major regions: North America, Europe, Asia Pacific, and the Rest of the World (RoW) -
To forecast the size and market segments of the AI chip market by volume based on offerings -
To provide detailed information regarding drivers, restraints, opportunities, and challenges influencing the growth of the market -
To provide an ecosystem analysis, case study analysis, patent analysis, technology analysis, pricing analysis, Porter’s five forces analysis, investment and funding scenario, and regulations pertaining to the market -
To provide a detailed overview of the value chain analysis of the AI chip ecosystem -
To strategically analyze micro markets with regard to individual growth trends, prospects, and contributions to the total market -
To analyze opportunities for stakeholders by identifying high-growth segments of the market -
To strategically profile the key players, comprehensively analyze their market positions in terms of ranking and core competencies, and provide a competitive landscape of the market -
To analyze strategic approaches such as product launches, acquisitions, agreements, and partnerships in the AI chip market -
To understand and analyze the impact of the 2025 US trump tariff on the AI chip market
Available Customizations
With the given market data, MarketsandMarkets offers customizations according to the company’s specific needs. The following customization options are available for the report:
Company Information
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Detailed analysis and profiling of additional market players (up to 5)