Name: Edge AI Hardware Market by Device, Processor (CPU, GPU, and ASIC), Function, Power Consumption (Less than 1 W, 1-3 W, >3-5 W, >5-10 W, and More than 10 W), Vertical and Region - Global Forecast to 2030
Brand: MarketsandMarkets
SKU: SE7017
Price: 4950 USD
Availability: InStock

報告摘要

The edge AI hardware market is projected to reach USD 58.90 billion by 2030, up from USD 26.14 billion in 2025, at a CAGR of 17.6%. The edge AI hardware market is growing due to the demand for real-time data processing, reduced latency, enhanced privacy, and better bandwidth efficiency. Advancements in semiconductor technology, IoT, autonomous vehicles, and smart devices also drive this growth. However, the adoption has limitations, including the lack of processing power, memory, and energy available on edge devices to run complex AI models. This requires intense optimization that may negatively impact accuracy. Other limitations to adopting edge AI hardware in the vicinity included security vulnerabilities, deployment costs, scaling, and maintenance in distributed edge systems. “Training function to record higher CAGR during forecast period” The training functionality in edge AI will register a higher CAGR than the inference function as federated learning continues to take hold, wherein AI models can be trained on distributed edge devices directly. At the same time, data privacy and regulations can be complied with. With industries producing massive datasets of various types at the edge, there is a growing need for always-on, device-based model updates to accommodate real-time learning and adaptation to local conditions. Furthermore, the potential of computing advances makes deploying necessary, decentralized training strategies ever easier, with disaster response, healthcare, finance, and autonomous systems prime examples. “Smartphone devices to capture largest market share during forecast period” Smartphones dominate the market for edge AI hardware due to their vast global user base and the widespread availability of AI-enabled features. These devices have become handy and ubiquitous, offering capabilities such as real-time language translation, facial recognition, and advanced photography—all of which require on-device processing to minimize latency and enhance user privacy. Mobile 5G technology has further accelerated smartphone adoption, enabling devices to run more sophisticated and powerful AI applications while providing a seamless user experience without relying on cloud connectivity. Consequently, device manufacturers prioritize the development of advanced processing units in smartphones, solidifying their status as the most popular edge AI devices in the world. “China to account for largest market share in Asia Pacific during forecast period“ Asia Pacific is expected to account for the largest market share throughout the forecast period. The market's growth will be fueled by support from the Chinese government and various development plans, such as the New Generation Artificial Intelligence Development Plan and Made in China 2025. Credible companies such as Huawei and Baidu also invest in research and innovation. The vast user base in China, along with significant advancements in the consumption and innovation of consumer electronics, also contributes to this growth. Moreover, the large volumes of data generated by the Chinese population create an excellent environment for training and deploying edge AI models. China's strategic approach to integrating AI into various industries—including smart manufacturing, smart cities, and autonomous vehicles—will further support and accelerate the expansion of the edge AI market in the region. The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows: • By Company Type: Tier 1 – 18%, Tier 2 – 22%, and Tier 3 – 60% • By Designation: C-level Executives – 21%, Directors –35%, and Others – 44% • By Region: North America –45%, Europe – 20%, Asia Pacific– 30%, and RoW – 5% The report profiles key edge AI hardware market players with their respective market ranking analysis. Prominent players profiled in this report include Qualcomm Technologies, Inc. (US), Huawei Technologies Co., Ltd. (China), SAMSUNG (South Korea), Apple Inc. (US), MediaTek Inc. (Taiwan), Intel Corporation (US), NVIDIA Corporation (US), IBM (US), Micron Technology, Inc. (US), and Advanced Micro Devices, Inc. (US). Meta (US), Tesla (US), Google (US), Microsoft (US), Imagination Technologies (UK), Cambricon (China), Tenstorrent (Canada), Blaize (US), General Vision, Inc (US), Mythic (US), Zero ASIC Corporation (US), Applied Brain Research, Inc. (Canada), Horizon Robotics (China), CEVA Inc. (US), Graphcore (UK), SambaNova Systems, Inc. (US), HAILO (Israel), and Axelera AI (Netherlands) are among a few other key companies in the edge AI hardware market. Research Coverage: The report defines, describes, and forecasts the edge AI hardware market based on device, power consumption, processor, function, vertical, and region. It provides detailed information regarding drivers, restraints, opportunities, and challenges influencing the market's growth. It also analyzes competitive developments such as product launches, acquisitions, expansions, and actions carried out by the key players to grow in the market. Reason to Buy This Report The report will help the market leaders/new entrants with information on the closest approximations of the revenue for the overall edge AI hardware market and the subsegments. The report will help stakeholders understand the competitive landscape and gain more insight to position their business better and plan suitable go-to-market strategies. The report also helps stakeholders understand the market's pulse and provides information on key drivers, restraints, opportunities, and challenges. The report provides insights on the following pointers: • Analysis of key drivers (Need for real-time data processing and reduced cloud dependency), restraints (Complexities associated with network implementation), opportunities (Advancements in edge AI hardware through generative AI workload optimization), and challenges (Shortage of skilled workforce) of the edge AI hardware market. • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the edge AI hardware market • Market Development: Comprehensive information about lucrative markets by analyzing the edge AI hardware market across varied regions • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the edge AI hardware market • Competitive Assessment: In-depth assessment of market shares, growth strategies, and offerings of leading players in the edge AI hardware market, such as Qualcomm Technologies, Inc. (US), Huawei Technologies Co., Ltd. (China), SAMSUNG (South Korea), Apple Inc. (US), and MediaTek Inc. (Taiwan), among others.

目錄 Table of Contents

1 INTRODUCTION 28 1.1 STUDY OBJECTIVES 28 1.2 MARKET DEFINITION 28 1.3 STUDY SCOPE 29 1.3.1 INCLUSIONS AND EXCLUSIONS 29 1.3.2 MARKETS COVERED AND REGIONAL SCOPE 30 1.3.3 YEARS CONSIDERED 32 1.4 CURRENCY CONSIDERED 32 1.5 UNIT CONSIDERED 32 1.6 LIMITATIONS 32 1.7 STAKEHOLDERS 33 1.8 SUMMARY OF CHANGES 33 2 RESEARCH METHODOLOGY 35 2.1 RESEARCH DATA 35 2.1.1 SECONDARY DATA 36 2.1.1.1 Major secondary sources 37 2.1.1.2 Key data from secondary sources 37 2.1.2 PRIMARY DATA 37 2.1.2.1 List of key interview participants 38 2.1.2.2 Key data from primary sources 38 2.1.2.3 Key industry insights 39 2.1.2.4 Breakdown of primaries 39 2.1.3 SECONDARY AND PRIMARY RESEARCH 40 2.1.4 BOTTOM-UP APPROACH 41 2.1.4.1 Approach to derive market size using bottom-up approach (Demand-side) 41 2.1.5 TOP-DOWN APPROACH 42 2.1.5.1 Approach to derive market size using top-down analysis (Supply-side) 42 2.2 DATA TRIANGULATION 43 2.3 RESEARCH ASSUMPTIONS 44 2.4 REPORT LIMITATIONS 44 2.5 RISK ASSESSMENT 45 3 EXECUTIVE SUMMARY 46 4 PREMIUM INSIGHTS 51 4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN EDGE AI HARDWARE MARKET 51 4.2 EDGE AI HARDWARE MARKET, BY DEVICE 52 4.3 EDGE AI HARDWARE MARKET, BY VERTICAL 53 4.4 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION 53 4.5 EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY DEVICE AND COUNTRY 54 4.6 EDGE AI HARDWARE MARKET, BY GEOGRAPHY 54 5 MARKET OVERVIEW 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 5.2.1 DRIVERS 56 5.2.1.1 Need for real-time data processing and reduced cloud dependency 56 5.2.1.2 Development of dedicated AI processing units for edge device applications 57 5.2.1.3 Necessity to optimize data management and reduce cloud infrastructure load 57 5.2.2 RESTRAINTS 58 5.2.2.1 Complexities associated with network implementation 58 5.2.3 OPPORTUNITIES 59 5.2.3.1 Advancements in edge AI hardware through generative AI workload optimization 59 5.2.3.2 Development of on-device visual processors for next-generation mobile AI applications 60 5.2.3.3 Growing integration of edge computing across robotics, automotive, and industrial sectors 60 5.2.3.4 Opportunities in ultra-low latency AI applications with 5G-powered edge infrastructure 61 5.2.4 CHALLENGES 62 5.2.4.1 Balancing performance and power consumption in edge AI systems 62 5.2.4.2 Developing cohesive edge AI standards across diverse industry requirements 63 5.2.4.3 Shortage of skilled workforce 63 5.3 SUPPLY CHAIN ANALYSIS 64 5.4 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS 65 5.5 ECOSYSTEM ANALYSIS 67 5.6 PORTER'S FIVE FORCES ANALYSIS 68 5.6.1 THREAT OF NEW ENTRANTS 70 5.6.2 THREAT OF SUBSTITUTES 70 5.6.3 BARGAINING POWER OF SUPPLIERS 70 5.6.4 BARGAINING POWER OF BUYERS 70 5.6.5 INTENSITY OF COMPETITIVE RIVALRY 71 5.7 KEY STAKEHOLDERS AND BUYING CRITERIA 71 5.7.1 KEY STAKEHOLDERS IN BUYING PROCESS 71 5.7.2 BUYING CRITERIA 72 5.8 CASE STUDY ANALYSIS 73 5.9 INVESTMENT AND FUNDING SCENARIO 75 5.10 TECHNOLOGY ANALYSIS 75 5.10.1 KEY TECHNOLOGIES 75 5.10.1.1 IoT 75 5.10.1.2 5G 75 5.10.1.3 Fog computing 76 5.10.2 COMPLEMENTARY TECHNOLOGIES 76 5.10.2.1 Generative AI 76 5.10.3 ADJACENT TECHNOLOGIES 76 5.10.3.1 Blockchain 76 5.11 TRADE ANALYSIS 76 5.11.1 IMPORT SCENARIO (HS CODE 854231) 76 5.11.2 EXPORT SCENARIO (HS CODE 854231) 77 5.12 PATENT ANALYSIS 79 5.13 REGULATORY LANDSCAPE 82 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 5.13.2 STANDARDS 84 5.14 KEY CONFERENCES AND EVENTS, 2025–2026 85 5.15 PRICING ANALYSIS 86 5.15.1 PRICING RANGE OF PROCESSORS, BY KEY PLAYER, 2024 86 5.15.2 AVERAGE SELLING PRICE TREND OF PROCESSORS, BY REGION, 2021–2024 87 5.16 AI IMPACT ON MARKET 90 5.17 2025 US TARIFF IMPACT ON MARKET 90 5.17.1 INTRODUCTION 90 5.17.2 KEY TARIFF RATES 91 5.17.3 PRICE IMPACT ANALYSIS 92 5.17.4 MOST-IMPACTED REGIONS/COUNTRIES 93 5.17.4.1 US 93 5.17.4.2 Europe 93 5.17.4.3 Asia Pacific 93 5.17.5 VERTICAL-LEVEL IMPACT 94 6 EDGE AI HARDWARE MARKET, BY DEVICE 95 6.1 INTRODUCTION 96 6.2 SMARTPHONES 99 6.2.1 SHIFT TOWARD EDGE COMPUTING IN MOBILE DEVICES TO DRIVE MARKET 99 6.3 SURVEILLANCE CAMERAS 100 6.3.1 ABILITY TO RUN DEEP NEURAL NETWORKS AT HIGH SPEED AND LOW POWER TO FUEL MARKET GROWTH 100 6.4 ROBOTS 102 6.4.1 INDUSTRIAL ROBOTICS AND AUTOMATION TO BOOST DEMAND 102 6.5 WEARABLES 103 6.5.1 RISING FOCUS ON HEALTH MONITORING AND PERSONALIZED WELLNESS TO FOSTER MARKET GROWTH 103 6.6 EDGE SERVERS 105 6.6.1 EXCELLENCE IN ENABLING FASTER DECISION-MAKING AND AUTOMATED ACTIONS TO ACCELERATE ADOPTION 105 6.7 SMART SPEAKERS 106 6.7.1 POTENTIAL TO OPTIMIZE VOICE ASSISTANT PERFORMANCE TO PROPEL MARKET 106 6.8 AUTOMOTIVE SYSTEMS 107 6.8.1 EMPHASIS OF AUTOMAKERS ON ENHANCING IN-VEHICLE INTELLIGENCE TO DRIVE MARKET 107 6.9 OTHER DEVICES 109 7 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION 111 7.1 INTRODUCTION 112 7.2 LESS THAN 1 W 113 7.2.1 RISING USE OF WEARABLES CONSUMING LESS THAN 1 W OF ELECTRICITY TO BOOST SEGMENTAL GROWTH 113 7.3 1–3 W 113 7.3.1 INCREASING SMARTPHONE SUBSCRIBERS TO FOSTER SEGMENTAL GROWTH 113 7.4 >3–5 W 114 7.4.1 ABILITY TO DELIVER OPTIMIZED POWER MANAGEMENT FOR SMART SPEAKERS TO BOOST DEMAND 114 7.5 >5–10 W 114 7.5.1 GROWING DEPLOYMENT OF SURVEILLANCE CAMERAS WITH FACE RECOGNITION AND VEHICLE RECOGNITION ABILITY TO DRIVE MARKET 114 7.6 MORE THAN 10 W 114 7.6.1 RISING DEMAND FOR SMART MIRRORS TO FUEL MARKET GROWTH 114 8 EDGE AI HARDWARE MARKET, BY PROCESSOR 115 8.1 INTRODUCTION 116 8.2 CPU 117 8.2.1 INCREASING DEPLOYMENT IN SMARTPHONES AND SMART SPEAKERS TO FUEL SEGMENTAL GROWTH 117 8.3 GPU 117 8.3.1 POTENTIAL TO ENABLE HIGH-SPEED PARALLEL PROCESSING FOR MODERN APPLICATIONS TO FOSTER SEGMENTAL GROWTH 117 8.4 ASIC 118 8.4.1 ELEVATING USE OF HIGH-SPEED FIXED-FUNCTION ASICS IN VISION PROCESSING TO PROPEL MARKET 118 8.5 OTHER PROCESSORS 118 9 EDGE AI HARDWARE MARKET, BY FUNCTION 119 9.1 INTRODUCTION 120 9.2 TRAINING 121 9.2.1 MAXIMIZING DATA SECURITY THROUGH ON-DEVICE TRAINING TO DRIVE MARKET 121 9.3 INFERENCE 121 9.3.1 RISING FOCUS ON DEVELOPING LOW-POWER AND HIGH-PERFORMANCE PROCESSORS TO ACCELERATE DEMAND 121 10 EDGE AI HARDWARE MARKET, BY VERTICAL 122 10.1 INTRODUCTION 123 10.2 CONSUMER ELECTRONICS 125 10.2.1 EXPANDING USE OF ON-DEVICE AI IN CONSUMER ELECTRONICS TO FUEL MARKET GROWTH 125 10.2.2 SMARTPHONES 129 10.2.2.1 Escalating demand for dedicated AI chipset-enabled smartphones to accelerate market growth 129 10.2.3 WEARABLES 130 10.2.3.1 Rising use of AR/VR technology in gaming applications to support market growth 130 10.2.4 ENTERTAINMENT ROBOTS 130 10.2.4.1 Growing adoption of robotic pets as companions to create opportunities 130 10.3 SMART HOMES 130 10.3.1 ELEVATING DEMAND FOR SMART SPEAKERS TO DRIVE MARKET 130 10.3.2 SMART SPEAKERS 135 10.3.2.1 Ease of use and convenience to increase adoption by elderly and busy people 135 10.3.3 SMART CAMERAS 135 10.3.3.1 Round-the-clock security requirement to surge adoption 135 10.3.4 DOMESTIC ROBOTS 135 10.3.4.1 Ability to manage lawn mowing and floor, pool, and window cleaning activities to spike demand 135 10.4 AUTOMOTIVE & TRANSPORTATION 135 10.4.1 EMERGENCE OF AUTONOMOUS VEHICLES TO FUEL MARKET GROWTH 135 10.4.2 AUTOMOTIVE SYSTEMS 140 10.4.2.1 Strong focus on enhancing safety and automation in modern vehicles to drive market 140 10.4.3 SURVEILLANCE CAMERAS 141 10.4.3.1 Need for advanced vehicle recognition and counting technology to boost deployment 141 10.4.4 LOGISTICS ROBOTS 141 10.4.4.1 Elevating use in courier and cargo handling applications to drive market 141 10.4.5 OTHER AUTOMOTIVE & TRANSPORTATION DEVICES 141 10.5 GOVERNMENT 141 10.5.1 RISING ADOPTION OF ADVANCED TECHNOLOGIES TO ENSURE CITIZEN SECURITY AND SAFETY TO CREATE OPPORTUNITIES 141 10.5.2 SURVEILLANCE CAMERAS 145 10.5.2.1 Increasing use by police and first responders to augment market growth 145 10.5.3 DRONES 145 10.5.3.1 Adoption of AI-powered drones in tracking suspects and investigating accidents to propel market 145 10.6 HEALTHCARE 146 10.6.1 EMERGENCE OF AI-POWERED MEDICAL ROBOTS AND WEARABLES TO OFFER LUCRATIVE OPPORTUNITIES 146 10.6.2 MEDICAL ROBOTS 150 10.6.2.1 Emphasis on minimizing infection risks to patients to boost adoption 150 10.6.3 WEARABLES 151 10.6.3.1 Growing trend of remote patient monitoring to encourage adoption 151 10.6.4 OTHER HEALTHCARE DEVICES 151 10.7 INDUSTRIAL 151 10.7.1 GROWING USE IN QUALITY CONTROL AND MACHINE INSPECTION APPLICATIONS TO CONTRIBUTE TO MARKET GROWTH 151 10.7.2 INDUSTRIAL ROBOTS 155 10.7.2.1 Increasing adoption to speed up production, improve productivity, and reduce product cost to drive market 155 10.7.3 DRONES 156 10.7.3.1 Rising use to automate inspection processes, save time, and provide accurate results to support market growth 156 10.7.4 MV CAMERAS 156 10.7.4.1 Potential to minimize production downtime by detecting machinery defects at faster rate to elevate adoption 156 10.8 AEROSPACE & DEFENSE 156 10.8.1 EMERGING DEFENSE TECHNOLOGIES TO ENABLE AUTONOMOUS COMBAT TO BOOST ADOPTION 156 10.8.2 SERVICE ROBOTS 161 10.8.2.1 Rising use in confined space operations to stimulate market growth 161 10.8.3 OTHER AEROSPACE & DEFENSE DEVICES 161 10.9 CONSTRUCTION 161 10.9.1 INCREASING EXECUTION OF DEMOLITION PROJECTS TO SPUR DEMAND 161 10.9.2 SERVICE ROBOTS 166 10.9.2.1 Elevating use across transportation, water, and urban infrastructure development projects to fuel market growth 166 10.9.3 DRONES 166 10.9.3.1 Increasing use in earthwork management, project planning, and surveying applications to support market growth 166 10.10 OTHER VERTICALS 166 10.10.1 SURVEILLANCE CAMERAS 171 10.10.1.1 Growing incidents of robbery and terror threats to create requirement for surveillance cameras 171 10.10.2 PROFESSIONAL SERVICE ROBOTS 171 10.10.2.1 Retail stores, restaurants, amusement parks, and airports to be major end users of professional robots 171 10.10.3 WEARABLES 172 10.10.3.1 Rising use of wearables by enterprises for on-the-job training to propel market growth 172 10.10.4 OTHER DEVICES 172 10.10.4.1 Emergence of virtual dressing rooms in apparel industry to support market growth 172 10.10.5 EDGE SERVERS 172 10.10.5.1 Need to improve efficiency of agricultural operations to generate requirement for edge AI 172 10.10.6 DRONES 172 10.10.6.1 Surging adoption of drones to monitor crops to push market growth 172 11 EDGE AI HARDWARE MARKET, BY REGION 173 11.1 INTRODUCTION 174 11.2 NORTH AMERICA 175 11.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA 176 11.2.2 US 178 11.2.2.1 Government-led investments in machine learning solutions to drive market 178 11.2.3 CANADA 179 11.2.3.1 Rising focus of startups on developing AI ecosystem to accelerate demand 179 11.2.4 MEXICO 179 11.2.4.1 Increasing penetration of AL and robotics in manufacturing sector to fuel market growth 179 11.3 EUROPE 179 11.3.1 MACROECONOMIC OUTLOOK FOR EUROPE 180 11.3.2 GERMANY 184 11.3.2.1 Growing adoption of digital solutions in manufacturing plants to fuel market growth 184 11.3.3 UK 184 11.3.3.1 Rising demand for AI-based robots in industrial applications to drive market 184 11.3.4 FRANCE 184 11.3.4.1 Government-led funding in AI-based startups to expedite market growth 184 11.3.5 SPAIN 185 11.3.5.1 Rapid adoption of cloud computing to accelerate demand 185 11.3.6 ITALY 185 11.3.6.1 Growing inclination toward AI adoption and digital transformation to offer lucrative growth opportunities 185 11.3.7 POLAND 186 11.3.7.1 Increasing foreign and domestic investments in cloud and AI infrastructure development to spur demand 186 11.3.8 NORDICS 186 11.3.8.1 Government support to enhance AI capabilities to create lucrative opportunities 186 11.3.9 REST OF EUROPE 186 11.4 ASIA PACIFIC 187 11.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC 187 11.4.2 CHINA 191 11.4.2.1 Booming automotive & transportation sector to contribute to market growth 191 11.4.3 JAPAN 191 11.4.3.1 Strong emphasis on manufacturing industrial robots to drive market 191 11.4.4 SOUTH KOREA 191 11.4.4.1 Growing emphasis on developing AI infrastructure to drive market 191 11.4.5 INDIA 192 11.4.5.1 Government-led initiatives to boost AI infrastructure to create market growth potential 192 11.4.6 AUSTRALIA 192 11.4.6.1 Government initiatives encouraging AI adoption to support market growth 192 11.4.7 INDONESIA 193 11.4.7.1 Rapid digital transformation and data center expansion to increase demand 193 11.4.8 MALAYSIA 193 11.4.8.1 Government support to strengthen data center capacity to offer lucrative opportunities 193 11.4.9 THAILAND 193 11.4.9.1 Significant focus on AI innovation and setting digital economy to facilitate demand 193 11.4.10 VIETNAM 194 11.4.10.1 Investments in establishing green AI-ready data centers to spike demand 194 11.4.11 REST OF ASIA PACIFIC 194 11.5 ROW 194 11.5.1 MACROECONOMIC OUTLOOK FOR ROW 194 11.5.2 SOUTH AMERICA 196 11.5.2.1 High investments in IT security and services to accelerate market growth 196 11.5.3 MIDDLE EAST 196 11.5.3.1 Rapid industrialization and smart city products to drive demand 196 11.5.3.2 Bahrain 198 11.5.3.2.1 Foreign investments in AI innovation to propel market 198 11.5.3.3 Kuwait 198 11.5.3.3.1 Growing demand for AI workloads and cloud services to drive market 198 11.5.3.4 Oman 198 11.5.3.4.1 Significant focus on developing local expertise in chip design and manufacturing to create opportunities 198 11.5.3.5 Qatar 199 11.5.3.5.1 Advancements in AI and graphics processing technologies to propel market 199 11.5.3.6 Saudi Arabia 199 11.5.3.6.1 Growing emphasis on digital transformation and technological innovation to drive market 199 11.5.3.7 UAE 200 11.5.3.7.1 Goal to become a global AI and digital innovation hub to contribute to market growth 200 11.5.3.8 Rest of Middle East 200 11.5.4 AFRICA 200 11.5.4.1 Increasing demand for cloud and AI-driven solutions to drive market 200 11.5.4.2 South Africa 201 11.5.4.2.1 Rapid digital transformation to support market expansion 201 11.5.4.3 Other African countries 201 12 COMPETITIVE LANDSCAPE 202 12.1 OVERVIEW 202 12.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, JANUARY 2020–MAY 2025 202 12.3 REVENUE ANALYSIS, 2020–2024 205 12.4 MARKET SHARE ANALYSIS, 2024 205 12.5 COMPANY VALUATION AND FINANCIAL METRICS 208 12.6 BRAND/PRODUCT COMPARISON 210 12.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024 211 12.7.1 STARS 211 12.7.2 EMERGING LEADERS 211 12.7.3 PERVASIVE PLAYERS 211 12.7.4 PARTICIPANTS 211 12.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024 213 12.7.5.1 Company footprint 213 12.7.5.2 Region footprint 214 12.7.5.3 Device footprint 215 12.7.5.4 Power consumption footprint 216 12.7.5.5 Processor footprint 217 12.7.5.6 Function footprint 218 12.7.5.7 Vertical footprint 219 12.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024 220 12.8.1 PROGRESSIVE COMPANIES 220 12.8.2 RESPONSIVE COMPANIES 220 12.8.3 DYNAMIC COMPANIES 220 12.8.4 STARTING BLOCKS 220 12.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024 222 12.8.5.1 Detailed list of key startups/SMEs 222 12.8.5.2 Competitive benchmarking of key startups/SMES 223 12.9 COMPETITIVE SCENARIO 224 12.9.1 PRODUCT LAUNCHES/ENHANCEMENTS 224 12.9.2 DEALS 225 12.9.3 OTHER DEVELOPMENTS 226 13 COMPANY PROFILES 227 13.1 KEY COMPANIES 227 13.1.1 QUALCOMM TECHNOLOGIES, INC. 227 13.1.1.1 Business overview 227 13.1.1.2 Products/Solutions/Services offered 228 13.1.1.3 Recent developments 230 13.1.1.3.1 Product launches/Enhancements 230 13.1.1.3.2 Deals 231 13.1.1.4 MnM view 231 13.1.1.4.1 Key strengths/Right to win 231 13.1.1.4.2 Strategic choices 232 13.1.1.4.3 Weaknesses/Competitive threats 232 13.1.2 HUAWEI TECHNOLOGIES CO., LTD. 233 13.1.2.1 Business overview 233 13.1.2.2 Products/Solutions/Services offered 235 13.1.2.3 Recent developments 235 13.1.2.3.1 Product launches/Enhancements 235 13.1.2.3.2 Deals 236 13.1.2.3.3 Other developments 236 13.1.2.4 MnM view 237 13.1.2.4.1 Key strengths/Right to win 237 13.1.2.4.2 Strategic choices 237 13.1.2.4.3 Weaknesses/Competitive threats 237 13.1.3 SAMSUNG 238 13.1.3.1 Business overview 238 13.1.3.2 Products/Solutions/Services offered 239 13.1.3.3 Recent developments 240 13.1.3.3.1 Product launches/Enhancements 240 13.1.3.3.2 Deals 241 13.1.3.4 MnM view 241 13.1.3.4.1 Key strengths/Right to win 241 13.1.3.4.2 Strategic choices 241 13.1.3.4.3 Weaknesses/Competitive threats 242 13.1.4 APPLE INC. 243 13.1.4.1 Business overview 243 13.1.4.2 Products/Solutions/Services offered 244 13.1.4.3 Recent developments 245 13.1.4.3.1 Product launches/Enhancements 245 13.1.4.3.2 Deals 245 13.1.4.4 MnM view 245 13.1.4.4.1 Key strengths/Right to win 245 13.1.4.4.2 Strategic choices 245 13.1.4.4.3 Weaknesses/Competitive threats 246 13.1.5 MEDIATEK INC. 247 13.1.5.1 Business overview 247 13.1.5.2 Products/Solutions/Services offered 248 13.1.5.3 Recent developments 249 13.1.5.3.1 Product launches/Enhancements 249 13.1.5.3.2 Deals 250 13.1.5.3.3 Other developments 250 13.1.5.4 MnM view 250 13.1.5.4.1 Key strengths/Right to win 250 13.1.5.4.2 Strategic choices 250 13.1.5.4.3 Weaknesses/Competitive threats 250 13.1.6 INTEL CORPORATION 251 13.1.6.1 Business overview 251 13.1.6.2 Products/Solutions/Services offered 252 13.1.6.3 Recent developments 253 13.1.6.3.1 Product launches/Enhancements 253 13.1.6.3.2 Deals 254 13.1.6.3.3 Other developments 255 13.1.7 NVIDIA CORPORATION 256 13.1.7.1 Business overview 256 13.1.7.2 Products/Solutions/Services offered 257 13.1.7.3 Recent developments 258 13.1.7.3.1 Product launches/Enhancements 258 13.1.7.3.2 Deals 259 13.1.7.3.3 Other developments 259 13.1.8 IBM 260 13.1.8.1 Business overview 260 13.1.8.2 Products/Solutions/Services offered 261 13.1.8.3 Recent developments 262 13.1.8.3.1 Product launches/Enhancements 262 13.1.8.3.2 Deals 263 13.1.9 MICRON TECHNOLOGY, INC. 265 13.1.9.1 Business overview 265 13.1.9.2 Products/Solutions/Services offered 266 13.1.9.3 Recent developments 267 13.1.9.3.1 Product launches/Enhancements 267 13.1.9.3.2 Deals 268 13.1.10 ADVANCED MICRO DEVICES, INC. 269 13.1.10.1 Business overview 269 13.1.10.2 Products/Solutions/Services offered 270 13.1.10.3 Recent developments 272 13.1.10.3.1 Product launches/Enhancements 272 13.1.10.3.2 Deals 273 13.1.11 META 274 13.1.11.1 Business overview 274 13.1.11.2 Products/Solutions/Services offered 275 13.1.11.3 Recent developments 276 13.1.11.3.1 Deals 276 13.1.12 TESLA 277 13.1.12.1 Business overview 277 13.1.12.2 Products/Solutions/Services offered 278 13.1.13 GOOGLE 280 13.1.13.1 Business overview 280 13.1.13.2 Products/Solutions/Services offered 281 13.1.13.3 Recent developments 282 13.1.13.3.1 Product launches/Enhancements 282 13.1.13.3.2 Deals 282 13.1.14 MICROSOFT 284 13.1.14.1 Business overview 284 13.1.14.2 Products/Solutions/Services offered 285 13.1.14.3 Recent developments 286 13.1.14.3.1 Deals 286 13.2 OTHER PLAYERS 287 13.2.1 AXELERA AI 287 13.2.2 IMAGINATION TECHNOLOGIES 288 13.2.3 CAMBRICON 289 13.2.4 TENSTORRENT 290 13.2.5 BLAIZE 290 13.2.6 GENERAL VISION INC. 291 13.2.7 MYTHIC 291 13.2.8 ZERO ASIC CORPORATION 292 13.2.9 APPLIED BRAIN RESEARCH (ABR) 292 13.2.10 HORIZON ROBOTICS 293 13.2.11 CEVA, INC. 294 13.2.12 GRAPHCORE 295 13.2.13 SAMBANOVA SYSTEMS, INC. 295 13.2.14 HAILO 296 14 APPENDIX 297 14.1 DISCUSSION GUIDE 297 14.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 300 14.3 CUSTOMIZATION OPTIONS 302 14.4 RELATED REPORTS 302 14.5 AUTHOR DETAILS 303

圖表清單 List of Tables & Figures

TABLE 1 PARAMETERS INCLUDED AND EXCLUDED 29 TABLE 2 KEY SECONDARY SOURCES 37 TABLE 3 LIST OF INDUSTRY EXPERTS 38 TABLE 4 ASSUMPTIONS CONSIDERED DURING RESEARCH 44 TABLE 5 RISK ASSESSMENT ANALYSIS 45 TABLE 6 ROLES OF COMPANIES IN EDGE AI HARDWARE ECOSYSTEM 67 TABLE 7 EDGE AI HARDWARE MARKET: PORTER'S FIVE FORCES ANALYSIS 69 TABLE 8 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY VERTICAL (%) 71 TABLE 9 KEY BUYING CRITERIA, BY VERTICAL 72 TABLE 10 IMAGIMOB ENHANCED FITNESS TRACKERS WITH MOTION INTELLIGENCE FOR DEEPER ACTIVITY INSIGHTS 73 TABLE 11 ANAGOG JEDAI 4.0 ENABLED BANKS TO MONITOR AND PREDICT CUSTOMER LIFESTYLE SHIFTS 73 TABLE 12 BYTELAKE DEVELOPED STARTER KIT TO ACCELERATE COMPUTER VISION DEPLOYMENT IN RETAIL 74 TABLE 13 BYTELAKE INTEGRATED INTEL’S VPU TO REDUCE LATENCY IN TRAFFIC MONITORING SYSTEMS 74 TABLE 14 IMPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD THOUSAND) 77 TABLE 15 EXPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2020–2024 (USD THOUSAND) 78 TABLE 16 LIST OF MAJOR PATENTS APPLIED/GRANTED, 2020–2024 80 TABLE 17 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 82 TABLE 18 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83 TABLE 19 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 83 TABLE 20 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 84 TABLE 21 EDGE AI HARDWARE MARKET: LIST OF CONFERENCES AND EVENTS, 2025–2026 85 TABLE 22 PRICING RANGE OF PROCESSORS OFFERED BY KEY PLAYERS, 2024 (USD) 86 TABLE 23 PRICING RANGE OF PROCESSORS, 2024 (USD) 87 TABLE 24 AVERAGE SELLING PRICE TREND OF GPU, BY REGION, 2021–2024 (USD) 88 TABLE 25 AVERAGE SELLING PRICE TREND OF CPU, BY REGION, 2021–2024 (USD) 88 TABLE 26 AVERAGE SELLING PRICE TREND OF FPGA, BY REGION, 2021–2024 (USD) 89 TABLE 27 US-ADJUSTED RECIPROCAL TARIFF RATES 91 TABLE 28 EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 97 TABLE 29 EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 97 TABLE 30 EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (USD MILLION) 98 TABLE 31 EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (USD MILLION) 98 TABLE 32 SMARTPHONES: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 99 TABLE 33 SMARTPHONES: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 99 TABLE 34 SURVEILLANCE CAMERAS: EDGE AI HARDWARE MARKET, BY APPLICATION, 2021–2024 (THOUSAND UNITS) 100 TABLE 35 SURVEILLANCE CAMERAS: EDGE AI HARDWARE MARKET, BY APPLICATION, 2025–2030 (THOUSAND UNITS) 101 TABLE 36 SURVEILLANCE CAMERAS: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 101 TABLE 37 SURVEILLANCE CAMERAS: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 101 TABLE 38 ROBOTS: EDGE AI HARDWARE MARKET, BY APPLICATION, 2021–2024 (THOUSAND UNITS) 102 TABLE 39 ROBOTS: EDGE AI HARDWARE MARKET, BY APPLICATION, 2025–2030 (THOUSAND UNITS) 102 TABLE 40 ROBOTS: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 103 TABLE 41 ROBOTS: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 103 TABLE 42 WEARABLES: EDGE AI HARDWARE MARKET, BY APPLICATION, 2021–2024 (THOUSAND UNITS) 104 TABLE 43 WEARABLES: EDGE AI HARDWARE MARKET, BY APPLICATION, 2025–2030 (THOUSAND UNITS) 104 TABLE 44 WEARABLES: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 104 TABLE 45 WEARABLES: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 105 TABLE 46 EDGE SERVERS: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 106 TABLE 47 EDGE SERVERS: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 106 TABLE 48 SMART SPEAKERS: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 107 TABLE 49 SMART SPEAKERS: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 107 TABLE 50 AUTOMOTIVE SYSTEMS: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 108 TABLE 51 AUTOMOTIVE SYSTEMS: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 108 TABLE 52 OTHER DEVICES: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 109 TABLE 53 OTHER DEVICES: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 109 TABLE 54 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2021–2024 (THOUSAND UNITS) 112 TABLE 55 EDGE AI HARDWARE MARKET, BY POWER CONSUMPTION, 2025–2030 (THOUSAND UNITS) 113 TABLE 56 EDGE AI HARDWARE MARKET, BY PROCESSOR, 2021–2024 (THOUSAND UNITS) 116 TABLE 57 EDGE AI HARDWARE MARKET, BY PROCESSOR, 2025–2030 (THOUSAND UNITS) 117 TABLE 58 EDGE AI HARDWARE MARKET, BY FUNCTION, 2021–2024 (THOUSAND UNITS) 120 TABLE 59 EDGE AI HARDWARE MARKET, BY FUNCTION, 2025–2030 (THOUSAND UNITS) 120 TABLE 60 EDGE AI HARDWARE MARKET, BY VERTICAL, 2021–2024 (THOUSAND UNITS) 124 TABLE 61 EDGE AI HARDWARE MARKET, BY VERTICAL, 2025–2030 (THOUSAND UNITS) 124 TABLE 62 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 125 TABLE 63 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 125 TABLE 64 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 126 TABLE 65 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 126 TABLE 66 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 126 TABLE 67 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 127 TABLE 68 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 127 TABLE 69 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 127 TABLE 70 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 128 TABLE 71 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 128 TABLE 72 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 129 TABLE 73 CONSUMER ELECTRONICS: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 129 TABLE 74 SMART HOME: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 130 TABLE 75 SMART HOMES: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 131 TABLE 76 SMART HOME: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 131 TABLE 77 SMART HOME: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 131 TABLE 78 SMART HOME: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 132 TABLE 79 SMART HOME: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 132 TABLE 80 SMART HOME: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 132 TABLE 81 SMART HOME: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 133 TABLE 82 SMART HOME: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 133 TABLE 83 SMART HOME: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 134 TABLE 84 SMART HOME: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 134 TABLE 85 SMART HOME: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 134 TABLE 86 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 136 TABLE 87 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 136 TABLE 88 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 136 TABLE 89 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 137 TABLE 90 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 137 TABLE 91 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 137 TABLE 92 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 138 TABLE 93 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 138 TABLE 94 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 139 TABLE 95 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 139 TABLE 96 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 140 TABLE 97 AUTOMOTIVE & TRANSPORTATION: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 140 TABLE 98 GOVERNMENT: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 141 TABLE 99 GOVERNMENT: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 142 TABLE 100 GOVERNMENT: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 142 TABLE 101 GOVERNMENT: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 142 TABLE 102 GOVERNMENT: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 142 TABLE 103 GOVERNMENT: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 143 TABLE 104 GOVERNMENT: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 143 TABLE 105 GOVERNMENT: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 143 TABLE 106 GOVERNMENT: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 144 TABLE 107 GOVERNMENT: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 144 TABLE 108 GOVERNMENT: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 145 TABLE 109 GOVERNMENT: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 145 TABLE 110 HEALTHCARE: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 146 TABLE 111 HEALTHCARE: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 146 TABLE 112 HEALTHCARE: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 147 TABLE 113 HEALTHCARE: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 147 TABLE 114 HEALTHCARE: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 147 TABLE 115 HEALTHCARE: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 147 TABLE 116 HEALTHCARE: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 148 TABLE 117 HEALTHCARE: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 148 TABLE 118 HEALTHCARE: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 149 TABLE 119 HEALTHCARE: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 149 TABLE 120 HEALTHCARE: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 150 TABLE 121 HEALTHCARE: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 150 TABLE 122 INDUSTRIAL: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 151 TABLE 123 INDUSTRIAL: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 152 TABLE 124 INDUSTRIAL: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 152 TABLE 125 INDUSTRIAL: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 152 TABLE 126 INDUSTRIAL: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 152 TABLE 127 INDUSTRIAL: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 153 TABLE 128 INDUSTRIAL: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 153 TABLE 129 INDUSTRIAL: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 153 TABLE 130 INDUSTRIAL: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 154 TABLE 131 INDUSTRIAL: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 154 TABLE 132 INDUSTRIAL: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 155 TABLE 133 INDUSTRIAL: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 155 TABLE 134 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 156 TABLE 135 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 157 TABLE 136 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 157 TABLE 137 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 157 TABLE 138 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 158 TABLE 139 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 158 TABLE 140 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 158 TABLE 141 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 159 TABLE 142 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 159 TABLE 143 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 160 TABLE 144 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 160 TABLE 145 AEROSPACE & DEFENSE: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 160 TABLE 146 CONSTRUCTION: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 161 TABLE 147 CONSTRUCTION: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 162 TABLE 148 CONSTRUCTION: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 162 TABLE 149 CONSTRUCTION: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 162 TABLE 150 CONSTRUCTION: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 163 TABLE 151 CONSTRUCTION: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 163 TABLE 152 CONSTRUCTION: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 163 TABLE 153 CONSTRUCTION: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 164 TABLE 154 CONSTRUCTION: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 164 TABLE 155 CONSTRUCTION: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 165 TABLE 156 CONSTRUCTION: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 165 TABLE 157 CONSTRUCTION: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 165 TABLE 158 OTHER VERTICALS: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 167 TABLE 159 OTHER VERTICALS: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 167 TABLE 160 OTHER VERTICALS: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 167 TABLE 161 OTHER VERTICALS: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 168 TABLE 162 OTHER VERTICALS: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 168 TABLE 163 OTHER VERTICALS: EDGE AI HARDWARE MARKET IN NORTH AMERICA, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 168 TABLE 164 OTHER VERTICALS: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 169 TABLE 165 OTHER VERTICALS: EDGE AI HARDWARE MARKET IN EUROPE, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 169 TABLE 166 OTHER VERTICALS: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 170 TABLE 167 OTHER VERTICALS: EDGE AI HARDWARE MARKET IN ASIA PACIFIC, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 170 TABLE 168 OTHER VERTICALS: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2021–2024 (THOUSAND UNITS) 171 TABLE 169 OTHER VERTICALS: EDGE AI HARDWARE MARKET IN ROW, BY REGION, 2025–2030 (THOUSAND UNITS) 171 TABLE 170 EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (MILLION UNITS) 174 TABLE 171 EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (MILLION UNITS) 175 TABLE 172 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 177 TABLE 173 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 177 TABLE 174 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 178 TABLE 175 NORTH AMERICA: EDGE AI HARDWARE MARKET, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 178 TABLE 176 EUROPE: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 182 TABLE 177 EUROPE: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 182 TABLE 178 EUROPE: EDGE AI HARDWARE MARKET, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 183 TABLE 179 EUROPE: EDGE AI HARDWARE MARKET, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 183 TABLE 180 ASIA PACIFIC: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 189 TABLE 181 ASIA PACIFIC: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 189 TABLE 182 ASIA PACIFIC: EDGE AI HARDWARE MARKET, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 190 TABLE 183 ASIA PACIFIC: EDGE AI HARDWARE MARKET, BY COUNTRY, 2025–2030(THOUSAND UNITS) 190 TABLE 184 ROW: EDGE AI HARDWARE MARKET, BY DEVICE, 2021–2024 (THOUSAND UNITS) 195 TABLE 185 ROW: EDGE AI HARDWARE MARKET, BY DEVICE, 2025–2030 (THOUSAND UNITS) 195 TABLE 186 ROW: EDGE AI HARDWARE MARKET, BY REGION, 2021–2024 (THOUSAND UNITS) 196 TABLE 187 ROW: EDGE AI HARDWARE MARKET, BY REGION, 2025–2030 (THOUSAND UNITS) 196 TABLE 188 MIDDLE EAST: EDGE AI HARDWARE MARKET, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 197 TABLE 189 MIDDLE EAST: EDGE AI HARDWARE MARKET, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 197 TABLE 190 AFRICA: EDGE AI HARDWARE MARKET, BY COUNTRY, 2021–2024 (THOUSAND UNITS) 200 TABLE 191 AFRICA: EDGE AI HARDWARE MARKET, BY COUNTRY, 2025–2030 (THOUSAND UNITS) 201 TABLE 192 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020–2025 202 TABLE 193 EDGE AI HARDWARE MARKET: DEGREE OF COMPETITION, 2024 206 TABLE 194 EDGE AI HARDWARE MARKET: REGION FOOTPRINT 214 TABLE 195 EDGE AI HARDWARE MARKET: DEVICE FOOTPRINT 215 TABLE 196 EDGE AI HARDWARE MARKET: POWER CONSUMPTION FOOTPRINT 216 TABLE 197 EDGE AI HARDWARE MARKET: PROCESSOR FOOTPRINT 217 TABLE 198 EDGE AI HARDWARE MARKET: FUNCTION FOOTPRINT 218 TABLE 199 EDGE AI HARDWARE MARKET: VERTICAL FOOTPRINT 219 TABLE 200 EDGE AI HARDWARE MARKET: LIST OF KEY STARTUPS/SMES 222 TABLE 201 EDGE AI HARDWARE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES 223 TABLE 202 EDGE AI HARDWARE MARKET: PRODUCT LAUNCHES/ENHANCEMENTS, JANUARY 2020–MAY 2025 224 TABLE 203 EDGE AI HARDWARE MARKET: DEALS, JANUARY 2020–MAY 2025 225 TABLE 204 EDGE AI HARDWARE MARKET: OTHER DEVELOPMENTS, JANUARY 2020–MAY 2025 226 TABLE 205 QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW 227 TABLE 206 QUALCOMM TECHNOLOGIES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 228 TABLE 207 QUALCOMM TECHNOLOGIES, INC.: PRODUCT LAUNCHES/ENHANCEMENTS 230 TABLE 208 QUALCOMM TECHNOLOGIES, INC.: DEALS 231 TABLE 209 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW 233 TABLE 210 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 235 TABLE 211 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCT LAUNCHES/ENHANCEMENTS 235 TABLE 212 HUAWEI TECHNOLOGIES CO., LTD.: DEALS 236 TABLE 213 HUAWEI TECHNOLOGIES CO., LTD.: OTHER DEVELOPMENTS 236 TABLE 214 SAMSUNG: COMPANY OVERVIEW 238 TABLE 215 SAMSUNG: PRODUCTS/SOLUTIONS/SERVICES OFFERED 239 TABLE 216 SAMSUNG ELECTRONICS CO., LTD.: PRODUCT LAUNCHES/ENHANCEMENTS 240 TABLE 217 SAMSUNG ELECTRONICS CO., LTD.: DEALS 241 TABLE 218 APPLE INC.: COMPANY OVERVIEW 243 TABLE 219 APPLE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 244 TABLE 220 APPLE INC.: PRODUCT LAUNCHES/ENHANCEMENTS 245 TABLE 221 APPLE INC.: DEALS 245 TABLE 222 MEDIATEK INC.: COMPANY OVERVIEW 247 TABLE 223 MEDIATEK INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 248 TABLE 224 MEDIATEK INC.: PRODUCT LAUNCHES/ENHANCEMENTS 249 TABLE 225 MEDIATEK INC.: DEALS 250 TABLE 226 MEDIATEK INC.: OTHER DEVELOPMENTS 250 TABLE 227 INTEL CORPORATION: COMPANY OVERVIEW 251 TABLE 228 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 252 TABLE 229 INTEL CORPORATION: PRODUCT LAUNCHES/ENHANCEMENTS 253 TABLE 230 INTEL CORPORATION: DEALS 254 TABLE 231 INTEL CORPORATION: OTHER DEVELOPMENTS 255 TABLE 232 NVIDIA CORPORATION: COMPANY OVERVIEW 256 TABLE 233 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED 257 TABLE 234 NVIDIA CORPORATION: PRODUCT LAUNCHES/ENHANCEMENTS 258 TABLE 235 NVIDIA CORPORATION: DEALS 259 TABLE 236 NVIDIA CORPORATION: OTHER DEVELOPMENTS 259 TABLE 237 IBM: COMPANY OVERVIEW 260 TABLE 238 IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED 261 TABLE 239 IBM: PRODUCT LAUNCHES/ENHANCEMENTS 262 TABLE 240 IBM: DEALS 263 TABLE 241 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW 265 TABLE 242 MICRON TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 266 TABLE 243 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES/ENHANCEMENTS 267 TABLE 244 MICRON TECHNOLOGY, INC.: DEALS 268 TABLE 245 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW 269 TABLE 246 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED 270 TABLE 247 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES/ENHANCEMENTS 272 TABLE 248 ADVANCED MICRO DEVICES, INC.: DEALS 273 TABLE 249 META: COMPANY OVERVIEW 274 TABLE 250 META: PRODUCTS/SOLUTIONS/SERVICES OFFERED 275 TABLE 251 META: DEALS 276 TABLE 252 TESLA: COMPANY OVERVIEW 277 TABLE 253 TESLA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 278 TABLE 254 GOOGLE: COMPANY OVERVIEW 280 TABLE 255 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED 281 TABLE 256 GOOGLE: PRODUCT LAUNCHES 282 TABLE 257 GOOGLE: DEALS 282 TABLE 258 MICROSOFT: COMPANY OVERVIEW 284 TABLE 259 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED 285 TABLE 260 MICROSOFT: DEALS 286 FIGURE 1 EDGE AI HARDWARE MARKET SEGMENTATION AND REGIONAL SCOPE 31 FIGURE 2 EDGE AI HARDWARE MARKET: RESEARCH DESIGN 35 FIGURE 3 DATA CAPTURED THROUGH SECONDARY SOURCES 37 FIGURE 4 KEY DATA RECEIVED FROM PRIMARY SOURCES 38 FIGURE 5 INSIGHTS FROM INDUSTRY EXPERTS 39 FIGURE 6 PRIMARY BREAKDOWN: BY COMPANY TYPE, DESIGNATION, AND REGION 39 FIGURE 7 PRIMARY AND SECONDARY RESEARCH APPROACH 40 FIGURE 8 EDGE AI HARDWARE MARKET: BOTTOM-UP APPROACH 41 FIGURE 9 EDGE AI HARDWARE MARKET: TOP-DOWN APPROACH 42 FIGURE 10 DATA TRIANGULATION 43 FIGURE 11 SMARTPHONES SEGMENT TO DOMINATE EDGE AI HARDWARE MARKET, IN TERMS OF VOLUME, FROM 2025 TO 2030 47 FIGURE 12 TRAINING SEGMENT TO RECORD HIGHER CAGR IN EDGE AI HARDWARE MARKET, IN TERMS OF VOLUME, DURING FORECAST PERIOD 48 FIGURE 13 CONSUMER ELECTRONICS SEGMENT LED MARKET, IN TERMS OF VOLUME, IN 2024 49 FIGURE 14 ASIA PACIFIC CAPTURED PROMINENT MARKET SHARE, IN TERMS OF VOLUME, IN 2024 50 FIGURE 15 EMERGENCE OF 5G NETWORKS TO CREATE LUCRATIVE OPPORTUNITIES FOR MARKET PLAYERS 51 FIGURE 16 SMARTPHONES TO ACCOUNT FOR MAJORITY OF MARKET SHARE, IN TERMS OF VOLUME, IN 2030 52 FIGURE 17 CONSUMER ELECTRONICS VERTICAL TO GAIN PROMINENT MARKET SHARE, IN TERMS OF VOLUME, IN 2030 53 FIGURE 18 EDGE AI HARDWARE WITH 1–3 WATT POWER CONSUMPTION TO CAPTURE LARGEST MARKET SHARE IN 2030 53 FIGURE 19 SMARTPHONES SEGMENT AND CHINA HELD LARGEST SHARE OF ASIA PACIFIC MARKET, IN TERMS OF VOLUME, IN 2024 54 FIGURE 20 CHINA TO EXHIBIT SECOND-HIGHEST CAGR IN GLOBAL EDGE AI HARDWARE MARKET, IN TERMS OF VOLUME, DURING FORECAST PERIOD 54 FIGURE 21 EDGE AI HARDWARE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 55 FIGURE 22 EDGE AI HARDWARE MARKET: IMPACT ANALYSIS OF DRIVERS 56 FIGURE 23 EDGE AI HARDWARE MARKET: IMPACT ANALYSIS OF RESTRAINTS 58 FIGURE 24 EDGE AI HARDWARE MARKET: IMPACT ANALYSIS OF OPPORTUNITIES 59 FIGURE 25 EDGE AI HARDWARE MARKET: IMPACT ANALYSIS OF CHALLENGES 62 FIGURE 26 EDGE AI HARDWARE MARKET: SUPPLY CHAIN ANALYSIS 64 FIGURE 27 TRENDS/DISRUPTIONS INFLUENCING CUSTOMER BUSINESS 66 FIGURE 28 EDGE AI HARDWARE MARKET: ECOSYSTEM ANALYSIS 67 FIGURE 29 PORTER'S FIVE FORCES ANALYSIS 69 FIGURE 30 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY VERTICAL 71 FIGURE 31 KEY BUYING CRITERIA, BY VERTICAL 72 FIGURE 32 INVESTMENT AND FUNDING SCENARIO FOR STARTUP COMPANIES 75 FIGURE 33 IMPORT SCENARIO FOR HS CODE 854231-COMPLIANT PRODUCTS IN TOP 5 COUNTRIES, 2020–2024 76 FIGURE 34 EXPORT SCENARIO FOR HS CODE 854231-COMPLIANT PRODUCTS IN TOP 5 COUNTRIES, 2020–2024 77 FIGURE 35 PATENTS APPLIED AND GRANTED, 2014–2024 79 FIGURE 36 AVERAGE SELLING PRICE TREND OF GPU, BY REGION, 2021–2024 87 FIGURE 37 AVERAGE SELLING PRICE TREND OF CPU, BY REGION, 2021–2024 88 FIGURE 38 AVERAGE SELLING PRICE TREND OF FPGA, BY REGION, 2021–2024 89 FIGURE 39 EDGE AI HARDWARE MARKET: IMPACT OF AI 90 FIGURE 40 SMARTPHONES TO ACCOUNT FOR LARGEST SHARE OF EDGE AI HARDWARE MARKET, IN TERMS OF VOLUME, IN 2025 96 FIGURE 41 MORE THAN 10 W SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD 112 FIGURE 42 CPU SEGMENT TO HOLD LARGEST SHARE OF EDGE AI HARDWARE MARKET IN 2030 116 FIGURE 43 INFERENCE FUNCTION TO HOLD PROMINENT MARKET SHARE IN 2025 120 FIGURE 44 CONSUMER ELECTRONICS TO HOLD LARGEST MARKET SHARE IN 2030 123 FIGURE 45 ASIA PACIFIC TO RECORD HIGHEST CAGR DURING FORECAST PERIOD 174 FIGURE 46 NORTH AMERICA: EDGE AI HARDWARE MARKET SNAPSHOT 176 FIGURE 47 EUROPE: EDGE AI HARDWARE MARKET SNAPSHOT 181 FIGURE 48 ASIA PACIFIC: EDGE AI HARDWARE MARKET SNAPSHOT 188 FIGURE 49 EDGE AI HARDWARE MARKET: REVENUE ANALYSIS OF TOP 5 PLAYERS, 2020–2024 205 FIGURE 50 EDGE AI HARDWARE MARKET SHARE ANALYSIS, 2024 206 FIGURE 51 VALUATION OF KEY PLAYERS IN EDGE AI HARDWARE MARKET 208 FIGURE 52 EV/EBITDA OF KEY PLAYERS 209 FIGURE 53 BRAND/PRODUCT COMPARISON 210 FIGURE 54 EDGE AI HARDWARE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024 212 FIGURE 55 EDGE AI HARDWARE MARKET: COMPANY FOOTPRINT 213 FIGURE 56 EDGE AI HARDWARE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024 221 FIGURE 57 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT 228 FIGURE 58 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY SNAPSHOT 234 FIGURE 59 SAMSUNG: COMPANY SNAPSHOT 239 FIGURE 60 APPLE INC.: COMPANY SNAPSHOT 244 FIGURE 61 MEDIATEK INC.: COMPANY SNAPSHOT 248 FIGURE 62 INTEL CORPORATION: COMPANY SNAPSHOT 252 FIGURE 63 NVIDIA CORPORATION: COMPANY SNAPSHOT 257 FIGURE 64 IBM: COMPANY SNAPSHOT 261 FIGURE 65 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT 266 FIGURE 66 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT 270 FIGURE 67 META: COMPANY SNAPSHOT 275 FIGURE 68 TESLA: COMPANY SNAPSHOT 278 FIGURE 69 ALPHABET, INC.: COMPANY SNAPSHOT 281 FIGURE 70 MICROSOFT: COMPANY SNAPSHOT 285

Single User Licence	$4,950 USD
Multi User Licence	$6,650 USD
Corporate User Licence	$8,150 USD
Global User Licence	$10,000 USD

Edge AI Hardware Market by Device, Processor (CPU, GPU, and ASIC), Function, Power Consumption (Less than 1 W, 1-3 W, >3-5 W, >5-10 W, and More than 10 W), Vertical and Region - Global Forecast to 2030

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