인공지능(AI) 하드웨어 시장 규모, 점유율, 성장 분석 : 유형별, 기술별, 전개별, 최종사용자별, 지역별 - 업계 예측(2026-2033년)

Artificial Intelligence (AI) Hardware Market size was valued at USD 27.14 Billion in 2024 and is poised to grow from USD 31.35 Billion in 2025 to USD 99.29 Billion by 2033, growing at a CAGR of 15.5% during the forecast period (2026-2033).

The market for artificial intelligence (AI) hardware is driven by the increasing global adoption of AI technologies and substantial investments in purpose-built hardware. The demand for enhanced processing and computational power to effectively manage sophisticated AI algorithms encourages manufacturers to pursue innovation actively. Furthermore, the expanding application of AI models across various industry sectors, combined with advancements in semiconductor technology, presents significant opportunities for AI hardware providers. Companies are prioritizing the development of custom AI chips and energy-efficient solutions to meet market needs. Nonetheless, challenges such as heat management, high development costs, and integration complexities may hinder the growth potential of the AI hardware market in the foreseeable future.

Top-down and bottom-up approaches were used to estimate and validate the size of the Artificial Intelligence (AI) Hardware market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Artificial Intelligence (AI) Hardware Market Segments Analysis

Global Artificial Intelligence (AI) Hardware Market is segmented by Type, Technology, Deployment, End User and region. Based on Type, the market is segmented into Processor, Memory, Network and Storage. Based on Technology, the market is segmented into Machine Learning, Computer Vision and Others. Based on Deployment, the market is segmented into Cloud and On-premise. Based on End User, the market is segmented into Telecommunication And IT Industry, Banking And Finance Sectors, Education, Ecommerce, Navigation, Robotics, Agriculture, Health Care and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Artificial Intelligence (AI) Hardware Market

The increasing sophistication of AI algorithms necessitates enhanced computational capabilities, leading to a significant rise in demand for specialized hardware designed to support these complex AI processes. As more industries embrace AI technologies, the need for efficient and powerful hardware solutions will escalate, driving substantial growth in the AI hardware market. This trend reflects the broader adoption of AI across various sectors, as organizations seek to leverage advanced capabilities to improve performance and efficiency. Consequently, the development and deployment of dedicated hardware tailored for AI applications are poised to become a crucial driver of market expansion.

Restraints in the Artificial Intelligence (AI) Hardware Market

The Artificial Intelligence (AI) Hardware market faces significant challenges related to heat management and power consumption. As hardware executes complex computations and AI algorithms, it generates substantial heat, which can affect performance and efficiency. Effectively addressing these thermal issues remains a complex challenge for manufacturers, who must balance the need for cooling systems while also managing energy consumption. Increased heat not only necessitates additional energy to maintain optimal operating conditions but can also lead to higher operational costs. Consequently, finding innovative solutions to mitigate heat generation and optimize power usage is critical for the advancement and sustainability of AI hardware.

Market Trends of the Artificial Intelligence (AI) Hardware Market

The Artificial Intelligence (AI) Hardware market is increasingly shifting toward the development of energy-efficient solutions to meet the growing computational demands of advanced AI algorithms. As the complexity of machine learning and deep learning models rises, so does the need for hardware that can process these algorithms effectively while minimizing energy consumption. Companies are prioritizing innovations in chip design and architecture, targeting enhanced performance without a corresponding increase in power usage. This trend not only addresses environmental concerns but also improves the cost-effectiveness of AI deployments, appealing to a broader range of industries seeking sustainable technological advancements.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Drivers & Opportunities
  • Restraints & Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2025
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis

Global Artificial Intelligence (AI) Hardware Market Size by Type & CAGR (2026-2033)

• Market Overview
• Processor
• Memory
• Network
• Storage

Global Artificial Intelligence (AI) Hardware Market Size by Technology & CAGR (2026-2033)

• Market Overview
• Machine Learning
  • Supervised Learning
  • Un-supervised Learning
  • Deep Learning
  • Others
• Computer Vision
• Others

Global Artificial Intelligence (AI) Hardware Market Size by Deployment & CAGR (2026-2033)

• Market Overview
• Cloud
  • Cloud Platforms
  • Private Cloud
  • Public Cloud
  • Hybrid Cloud
  • Community Cloud
  • Cloud Services
  • SaaS
  • IaaS
  • PaaS
  • Others
• On-premise

Global Artificial Intelligence (AI) Hardware Market Size by End User & CAGR (2026-2033)

• Market Overview
• Telecommunication And IT Industry
• Banking And Finance Sectors
• Education
• Ecommerce
• Navigation
• Robotics
• Agriculture
• Health Care
• Others

Global Artificial Intelligence (AI) Hardware Market Size & CAGR (2026-2033)

• North America (Type, Technology, Deployment, End User)
  • US
  • Canada
• Europe (Type, Technology, Deployment, End User)
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific (Type, Technology, Deployment, End User)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America (Type, Technology, Deployment, End User)
  • Brazil
  • Rest of Latin America
• Middle East & Africa (Type, Technology, Deployment, End User)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2025
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2025
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2023-2025)

Key Company Profiles

• NVIDIA (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Advanced Micro Devices (AMD) (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Intel Corporation (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Qualcomm Technologies, Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Huawei Technologies Co., Ltd. (China)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SambaNova Systems (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Tenstorrent (Canada)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Groq (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Celestial AI (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Enfabrica (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hailo (Israel)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Mythic (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Graphcore (United Kingdom)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Cerebras Systems (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Blaize (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Kneron (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Flex Logix Technologies (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Gyrfalcon Technology Inc. (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Syntiant (United States)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Edgecortix (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendations