Artificial Intelligence (AI) accelerator is a specialized hardware designed to speed up AI-specific computations, particularly those related to machine learning (ML) and deep learning (DL) tasks. These accelerators are optimized to handle large-scale data processing, matrix operations, and neural network training. Unlike traditional central processing units (CPUs), AI accelerators like graphics processing units (GPUs), tensor processing units (TPUs), and application-specific integrated circuits (ASICs) are designed to perform parallel computations, which significantly enhances their ability to process complex AI models. AI accelerators have become essential components in AI applications such as natural language processing (NLP), autonomous vehicles, robotics, and computer vision, where real-time or near-real-time processing is required.
The global Artificial Intelligence (AI) Accelerator market was valued at US$ 11530 million in 2023 and is anticipated to reach US$ 54760 million by 2030, witnessing a CAGR of 22.6% during the forecast period 2024-2030.
Artificial Intelligence (AI) Accelerator market has grown significantly over the last few years due to the increasing adoption of AI technologies across multiple industries. Companies such as NVIDIA, AMD, Google, and Intel have been leading the development of these hardware solutions. GPUs, particularly from NVIDIA, are widely regarded as the leading AI accelerators, given their strong parallel processing capabilities. However, newer players like Google with its TPUs and other AI-focused hardware are expanding the market. As AI becomes more integral to areas such as healthcare, finance, autonomous driving, and cloud computing, the demand for accelerators that can handle high-performance, low-latency AI workloads continues to grow.
In 2023, the global Artificial Intelligence (AI) Accelerator market is characterized by intense competition, with companies aiming to optimize power efficiency, speed, and scalability. High-performance computing (HPC) centers, data centers, and cloud service providers are among the largest consumers of AI accelerators, using them to process large datasets and support AI-driven applications. The market is driven by a need for accelerators that can reduce training time for deep learning models, increase inference speeds, and handle more complex algorithms in real-time applications.
The future of AI accelerators is closely tied to the development of new interconnect standards, such as UALink (Ultra Accelerator Link), which promises to improve communication between AI accelerators within data centers. UALink 1.0, expected to be released soon, aims to enable seamless connectivity between up to 1,024 AI accelerator chips (such as GPUs or TPUs), which will be connected to a single ultra-accelerator switch.
In addition to interconnectivity, there is a strong focus on improving the energy efficiency and form factor of AI accelerators, especially as AI applications move beyond the data center to the edge. Edge computing, where AI accelerators are embedded in devices like smartphones, drones, and autonomous vehicles, requires hardware that is not only powerful but also energy-efficient and compact. As AI technologies become more ubiquitous, the demand for flexible, scalable, and energy-efficient AI accelerators will drive innovation in both hardware and integration techniques.
This report aims to provide a comprehensive presentation of the global market for Artificial Intelligence (AI) Accelerator, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Artificial Intelligence (AI) Accelerator.
The Artificial Intelligence (AI) Accelerator market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Artificial Intelligence (AI) Accelerator market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.
For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.
The report will help the Artificial Intelligence (AI) Accelerator companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
Huawei
Qualcomm
Intel
IBM
Amazon Web Services
NVIDIA
AMD
Achronix
Google (Alphabet)
Hailo
Alibaba
Groq
MediaTek
Microsoft
Samsung
Segment by Type
Graphics Processing Units (GPUs)
Tensor Processing Units (TPUs)
Field-Programmable Gate Arrays (FPGAs)
Application-Specific Integrated Circuits (ASICs)
Neural Processing Units (NPUs)
Others
Segment by Application
Automotive
Healthcare
Manufacturing
Agriculture
Cyber Security
Government
Others
By Region
North America
United States
Canada
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Rest of Europe
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Artificial Intelligence (AI) Accelerator company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.
Please Note - This is an on demand report and will be delivered in 2 business days (48 hours) post payment.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Artificial Intelligence (AI) Accelerator Market Size Growth Rate by Type: 2019 VS 2023 VS 2030
1.2.2 Graphics Processing Units (GPUs)
1.2.3 Tensor Processing Units (TPUs)
1.2.4 Field-Programmable Gate Arrays (FPGAs)
1.2.5 Application-Specific Integrated Circuits (ASICs)
1.2.6 Neural Processing Units (NPUs)
1.2.7 Others
1.3 Market by Application
1.3.1 Global Artificial Intelligence (AI) Accelerator Market Growth by Application: 2019 VS 2023 VS 2030
1.3.2 Automotive
1.3.3 Healthcare
1.3.4 Manufacturing
1.3.5 Agriculture
1.3.6 Cyber Security
1.3.7 Government
1.3.8 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Global Growth Trends
2.1 Global Artificial Intelligence (AI) Accelerator Market Perspective (2019-2030)
2.2 Global Artificial Intelligence (AI) Accelerator Growth Trends by Region
2.2.1 Global Artificial Intelligence (AI) Accelerator Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 Artificial Intelligence (AI) Accelerator Historic Market Size by Region (2019-2024)
2.2.3 Artificial Intelligence (AI) Accelerator Forecasted Market Size by Region (2025-2030)
2.3 Artificial Intelligence (AI) Accelerator Market Dynamics
2.3.1 Artificial Intelligence (AI) Accelerator Industry Trends
2.3.2 Artificial Intelligence (AI) Accelerator Market Drivers
2.3.3 Artificial Intelligence (AI) Accelerator Market Challenges
2.3.4 Artificial Intelligence (AI) Accelerator Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Artificial Intelligence (AI) Accelerator Players by Revenue
3.1.1 Global Top Artificial Intelligence (AI) Accelerator Players by Revenue (2019-2024)
3.1.2 Global Artificial Intelligence (AI) Accelerator Revenue Market Share by Players (2019-2024)
3.2 Global Artificial Intelligence (AI) Accelerator Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Global Key Players Ranking by Artificial Intelligence (AI) Accelerator Revenue
3.4 Global Artificial Intelligence (AI) Accelerator Market Concentration Ratio
3.4.1 Global Artificial Intelligence (AI) Accelerator Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Artificial Intelligence (AI) Accelerator Revenue in 2023
3.5 Global Key Players of Artificial Intelligence (AI) Accelerator Head office and Area Served
3.6 Global Key Players of Artificial Intelligence (AI) Accelerator, Product and Application
3.7 Global Key Players of Artificial Intelligence (AI) Accelerator, Date of Enter into This Industry
3.8 Mergers & Acquisitions, Expansion Plans
4 Artificial Intelligence (AI) Accelerator Breakdown Data by Type
4.1 Global Artificial Intelligence (AI) Accelerator Historic Market Size by Type (2019-2024)
4.2 Global Artificial Intelligence (AI) Accelerator Forecasted Market Size by Type (2025-2030)
5 Artificial Intelligence (AI) Accelerator Breakdown Data by Application
5.1 Global Artificial Intelligence (AI) Accelerator Historic Market Size by Application (2019-2024)
5.2 Global Artificial Intelligence (AI) Accelerator Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America Artificial Intelligence (AI) Accelerator Market Size (2019-2030)
6.2 North America Artificial Intelligence (AI) Accelerator Market Growth Rate by Country: 2019 VS 2023 VS 2030
6.3 North America Artificial Intelligence (AI) Accelerator Market Size by Country (2019-2024)
6.4 North America Artificial Intelligence (AI) Accelerator Market Size by Country (2025-2030)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Artificial Intelligence (AI) Accelerator Market Size (2019-2030)
7.2 Europe Artificial Intelligence (AI) Accelerator Market Growth Rate by Country: 2019 VS 2023 VS 2030
7.3 Europe Artificial Intelligence (AI) Accelerator Market Size by Country (2019-2024)
7.4 Europe Artificial Intelligence (AI) Accelerator Market Size by Country (2025-2030)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Artificial Intelligence (AI) Accelerator Market Size (2019-2030)
8.2 Asia-Pacific Artificial Intelligence (AI) Accelerator Market Growth Rate by Country: 2019 VS 2023 VS 2030
8.3 Asia-Pacific Artificial Intelligence (AI) Accelerator Market Size by Region (2019-2024)
8.4 Asia-Pacific Artificial Intelligence (AI) Accelerator Market Size by Region (2025-2030)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Artificial Intelligence (AI) Accelerator Market Size (2019-2030)
9.2 Latin America Artificial Intelligence (AI) Accelerator Market Growth Rate by Country: 2019 VS 2023 VS 2030
9.3 Latin America Artificial Intelligence (AI) Accelerator Market Size by Country (2019-2024)
9.4 Latin America Artificial Intelligence (AI) Accelerator Market Size by Country (2025-2030)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Artificial Intelligence (AI) Accelerator Market Size (2019-2030)
10.2 Middle East & Africa Artificial Intelligence (AI) Accelerator Market Growth Rate by Country: 2019 VS 2023 VS 2030
10.3 Middle East & Africa Artificial Intelligence (AI) Accelerator Market Size by Country (2019-2024)
10.4 Middle East & Africa Artificial Intelligence (AI) Accelerator Market Size by Country (2025-2030)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Huawei
11.1.1 Huawei Company Details
11.1.2 Huawei Business Overview
11.1.3 Huawei Artificial Intelligence (AI) Accelerator Introduction
11.1.4 Huawei Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.1.5 Huawei Recent Development
11.2 Qualcomm
11.2.1 Qualcomm Company Details
11.2.2 Qualcomm Business Overview
11.2.3 Qualcomm Artificial Intelligence (AI) Accelerator Introduction
11.2.4 Qualcomm Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.2.5 Qualcomm Recent Development
11.3 Intel
11.3.1 Intel Company Details
11.3.2 Intel Business Overview
11.3.3 Intel Artificial Intelligence (AI) Accelerator Introduction
11.3.4 Intel Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.3.5 Intel Recent Development
11.4 IBM
11.4.1 IBM Company Details
11.4.2 IBM Business Overview
11.4.3 IBM Artificial Intelligence (AI) Accelerator Introduction
11.4.4 IBM Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.4.5 IBM Recent Development
11.5 Amazon Web Services
11.5.1 Amazon Web Services Company Details
11.5.2 Amazon Web Services Business Overview
11.5.3 Amazon Web Services Artificial Intelligence (AI) Accelerator Introduction
11.5.4 Amazon Web Services Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.5.5 Amazon Web Services Recent Development
11.6 NVIDIA
11.6.1 NVIDIA Company Details
11.6.2 NVIDIA Business Overview
11.6.3 NVIDIA Artificial Intelligence (AI) Accelerator Introduction
11.6.4 NVIDIA Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.6.5 NVIDIA Recent Development
11.7 AMD
11.7.1 AMD Company Details
11.7.2 AMD Business Overview
11.7.3 AMD Artificial Intelligence (AI) Accelerator Introduction
11.7.4 AMD Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.7.5 AMD Recent Development
11.8 Achronix
11.8.1 Achronix Company Details
11.8.2 Achronix Business Overview
11.8.3 Achronix Artificial Intelligence (AI) Accelerator Introduction
11.8.4 Achronix Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.8.5 Achronix Recent Development
11.9 Google (Alphabet)
11.9.1 Google (Alphabet) Company Details
11.9.2 Google (Alphabet) Business Overview
11.9.3 Google (Alphabet) Artificial Intelligence (AI) Accelerator Introduction
11.9.4 Google (Alphabet) Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.9.5 Google (Alphabet) Recent Development
11.10 Hailo
11.10.1 Hailo Company Details
11.10.2 Hailo Business Overview
11.10.3 Hailo Artificial Intelligence (AI) Accelerator Introduction
11.10.4 Hailo Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.10.5 Hailo Recent Development
11.11 Alibaba
11.11.1 Alibaba Company Details
11.11.2 Alibaba Business Overview
11.11.3 Alibaba Artificial Intelligence (AI) Accelerator Introduction
11.11.4 Alibaba Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.11.5 Alibaba Recent Development
11.12 Groq
11.12.1 Groq Company Details
11.12.2 Groq Business Overview
11.12.3 Groq Artificial Intelligence (AI) Accelerator Introduction
11.12.4 Groq Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.12.5 Groq Recent Development
11.13 MediaTek
11.13.1 MediaTek Company Details
11.13.2 MediaTek Business Overview
11.13.3 MediaTek Artificial Intelligence (AI) Accelerator Introduction
11.13.4 MediaTek Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.13.5 MediaTek Recent Development
11.14 Microsoft
11.14.1 Microsoft Company Details
11.14.2 Microsoft Business Overview
11.14.3 Microsoft Artificial Intelligence (AI) Accelerator Introduction
11.14.4 Microsoft Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.14.5 Microsoft Recent Development
11.15 Samsung
11.15.1 Samsung Company Details
11.15.2 Samsung Business Overview
11.15.3 Samsung Artificial Intelligence (AI) Accelerator Introduction
11.15.4 Samsung Revenue in Artificial Intelligence (AI) Accelerator Business (2019-2024)
11.15.5 Samsung Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
Huawei
Qualcomm
Intel
IBM
Amazon Web Services
NVIDIA
AMD
Achronix
Google (Alphabet)
Hailo
Alibaba
Groq
MediaTek
Microsoft
Samsung
听
听
*If Applicable.
