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

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.

Tables List

Table 1 Parameters Included And Excluded

Table 2 Key Secondary Sources

Table 3 List Of Industry Experts

Table 4 Assumptions Considered During Research

Table 5 Risk Assessment Analysis

Table 6 Roles Of Companies In Edge Ai Hardware Ecosystem

Table 7 Edge Ai Hardware Market: Porter's Five Forces Analysis

Table 8 Influence Of Stakeholders On Buying Process, By Vertical (%)

Table 9 Key Buying Criteria, By Vertical

Table 10 Imagimob Enhanced Fitness Trackers With Motion Intelligence For Deeper Activity Insights

Table 11 Anagog Jedai 4.0 Enabled Banks To Monitor And Predict

Customer Lifestyle Shifts

Table 12 Bytelake Developed Starter Kit To Accelerate Computer Vision Deployment In Retail

Table 13 Bytelake Integrated Intel’s Vpu To Reduce Latency In

Traffic Monitoring Systems

Table 14 Import Data For Hs Code 854231-compliant Products, By Country, 2020–2024 (Usd Thousand)

Table 15 Export Data For Hs Code 854231-compliant Products, By Country, 2020–2024 (Usd Thousand)

Table 16 List Of Major Patents Applied/Granted, 2020–2024

Table 17 North America: Regulatory Bodies, Government Agencies,

And Other Organizations

Table 18 Europe: Regulatory Bodies, Government Agencies,

And Other Organizations

Table 19 Asia Pacific: Regulatory Bodies, Government Agencies,

And Other Organizations

Table 20 Row: Regulatory Bodies, Government Agencies,

And Other Organizations

Table 21 Edge Ai Hardware Market: List Of Conferences And Events, 2025–2026

Table 22 Pricing Range Of Processors Offered By Key Players, 2024 (Usd)

Table 23 Pricing Range Of Processors, 2024 (Usd)

Table 24 Average Selling Price Trend Of Gpu, By Region, 2021–2024 (Usd)

Table 25 Average Selling Price Trend Of Cpu, By Region, 2021–2024 (Usd)

Table 26 Average Selling Price Trend Of Fpga, By Region, 2021–2024 (Usd)

Table 27 Us-adjusted Reciprocal Tariff Rates

Table 28 Edge Ai Hardware Market, By Device, 2021–2024 (Thousand Units)

Table 29 Edge Ai Hardware Market, By Device, 2025–2030 (Thousand Units)

Table 30 Edge Ai Hardware Market, By Device, 2021–2024 (Usd Million)

Table 31 Edge Ai Hardware Market, By Device, 2025–2030 (Usd Million)

Table 32 Smartphones: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 33 Smartphones: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 34 Surveillance Cameras: Edge Ai Hardware Market, By Application,

2021–2024 (Thousand Units)

Table 35 Surveillance Cameras: Edge Ai Hardware Market, By Application,

2025–2030 (Thousand Units)

Table 36 Surveillance Cameras: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 37 Surveillance Cameras: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 38 Robots: Edge Ai Hardware Market, By Application,

2021–2024 (Thousand Units)

Table 39 Robots: Edge Ai Hardware Market, By Application,

2025–2030 (Thousand Units)

Table 40 Robots: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 41 Robots: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 42 Wearables: Edge Ai Hardware Market, By Application,

2021–2024 (Thousand Units)

Table 43 Wearables: Edge Ai Hardware Market, By Application,

2025–2030 (Thousand Units)

Table 44 Wearables: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 45 Wearables: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 46 Edge Servers: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 47 Edge Servers: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 48 Smart Speakers: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 49 Smart Speakers: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 50 Automotive Systems: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 51 Automotive Systems: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 52 Other Devices: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 53 Other Devices: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 54 Edge Ai Hardware Market, By Power Consumption,

2021–2024 (Thousand Units)

Table 55 Edge Ai Hardware Market, By Power Consumption,

2025–2030 (Thousand Units)

Table 56 Edge Ai Hardware Market, By Processor, 2021–2024 (Thousand Units)

Table 57 Edge Ai Hardware Market, By Processor, 2025–2030 (Thousand Units)

Table 58 Edge Ai Hardware Market, By Function, 2021–2024 (Thousand Units)

Table 59 Edge Ai Hardware Market, By Function, 2025–2030 (Thousand Units)

Table 60 Edge Ai Hardware Market, By Vertical, 2021–2024 (Thousand Units)

Table 61 Edge Ai Hardware Market, By Vertical, 2025–2030 (Thousand Units)

Table 62 Consumer Electronics: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 63 Consumer Electronics: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 64 Consumer Electronics: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 65 Consumer Electronics: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 66 Consumer Electronics: Edge Ai Hardware Market In North America,

By Country, 2021–2024 (Thousand Units)

Table 67 Consumer Electronics: Edge Ai Hardware Market In North America,

By Country, 2025–2030 (Thousand Units)

Table 68 Consumer Electronics: Edge Ai Hardware Market In Europe,

By Country, 2021–2024 (Thousand Units)

Table 69 Consumer Electronics: Edge Ai Hardware Market In Europe,

By Country, 2025–2030 (Thousand Units)

Table 70 Consumer Electronics: Edge Ai Hardware Market In Asia Pacific,

By Country, 2021–2024 (Thousand Units)

Table 71 Consumer Electronics: Edge Ai Hardware Market In Asia Pacific,

By Country, 2025–2030 (Thousand Units)

Table 72 Consumer Electronics: Edge Ai Hardware Market In Row, By Region, 2021–2024 (Thousand Units)

Table 73 Consumer Electronics: Edge Ai Hardware Market In Row, By Region, 2025–2030 (Thousand Units)

Table 74 Smart Home: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 75 Smart Homes: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 76 Smart Home: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 77 Smart Home: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 78 Smart Home: Edge Ai Hardware Market In North America, By Country, 2021–2024 (Thousand Units)

Table 79 Smart Home: Edge Ai Hardware Market In North America, By Country, 2025–2030 (Thousand Units)

Table 80 Smart Home: Edge Ai Hardware Market In Europe, By Country,

2021–2024 (Thousand Units)

Table 81 Smart Home: Edge Ai Hardware Market In Europe, By Country,

2025–2030 (Thousand Units)

Table 82 Smart Home: Edge Ai Hardware Market In Asia Pacific, By Country, 2021–2024 (Thousand Units)

Table 83 Smart Home: Edge Ai Hardware Market In Asia Pacific, By Country, 2025–2030 (Thousand Units)

Table 84 Smart Home: Edge Ai Hardware Market In Row, By Region,

2021–2024 (Thousand Units)

Table 85 Smart Home: Edge Ai Hardware Market In Row, By Region,

2025–2030 (Thousand Units)

Table 86 Automotive & Transportation: Edge Ai Hardware Market, By Device, 2021–2024 (Thousand Units)

Table 87 Automotive & Transportation: Edge Ai Hardware Market, By Device, 2025–2030 (Thousand Units)

Table 88 Automotive & Transportation: Edge Ai Hardware Market, By Region, 2021–2024 (Thousand Units)

Table 89 Automotive & Transportation: Edge Ai Hardware Market, By Region, 2025–2030 (Thousand Units)

Table 90 Automotive & Transportation: Edge Ai Hardware Market In North America, By Country, 2021–2024 (Thousand Units)

Table 91 Automotive & Transportation: Edge Ai Hardware Market In North America, By Country, 2025–2030 (Thousand Units)

Table 92 Automotive & Transportation: Edge Ai Hardware Market In Europe,

By Country, 2021–2024 (Thousand Units)

Table 93 Automotive & Transportation: Edge Ai Hardware Market In Europe,

By Country, 2025–2030 (Thousand Units)

Table 94 Automotive & Transportation: Edge Ai Hardware Market In Asia Pacific, By Country, 2021–2024 (Thousand Units)

Table 95 Automotive & Transportation: Edge Ai Hardware Market In Asia Pacific, By Country, 2025–2030 (Thousand Units)

Table 96 Automotive & Transportation: Edge Ai Hardware Market In Row,

By Region, 2021–2024 (Thousand Units)

Table 97 Automotive & Transportation: Edge Ai Hardware Market In Row,

By Region, 2025–2030 (Thousand Units)

Table 98 Government: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 99 Government: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 100 Government: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 101 Government: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 102 Government: Edge Ai Hardware Market In North America, By Country, 2021–2024 (Thousand Units)

Table 103 Government: Edge Ai Hardware Market In North America, By Country, 2025–2030 (Thousand Units)

Table 104 Government: Edge Ai Hardware Market In Europe, By Country,

2021–2024 (Thousand Units)

Table 105 Government: Edge Ai Hardware Market In Europe, By Country,

2025–2030 (Thousand Units)

Table 106 Government: Edge Ai Hardware Market In Asia Pacific, By Country, 2021–2024 (Thousand Units)

Table 107 Government: Edge Ai Hardware Market In Asia Pacific, By Country, 2025–2030 (Thousand Units)

Table 108 Government: Edge Ai Hardware Market In Row, By Region,

2021–2024 (Thousand Units)

Table 109 Government: Edge Ai Hardware Market In Row, By Region,

2025–2030 (Thousand Units)

Table 110 Healthcare: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 111 Healthcare: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 112 Healthcare: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 113 Healthcare: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 114 Healthcare: Edge Ai Hardware Market In North America, By Country, 2021–2024 (Thousand Units)

Table 115 Healthcare: Edge Ai Hardware Market In North America, By Country, 2025–2030 (Thousand Units)

Table 116 Healthcare: Edge Ai Hardware Market In Europe, By Country,

2021–2024 (Thousand Units)

Table 117 Healthcare: Edge Ai Hardware Market In Europe, By Country,

2025–2030 (Thousand Units)

Table 118 Healthcare: Edge Ai Hardware Market In Asia Pacific, By Country,

2021–2024 (Thousand Units)

Table 119 Healthcare: Edge Ai Hardware Market In Asia Pacific, By Country,

2025–2030 (Thousand Units)

Table 120 Healthcare: Edge Ai Hardware Market In Row, By Region,

2021–2024 (Thousand Units)

Table 121 Healthcare: Edge Ai Hardware Market In Row, By Region,

2025–2030 (Thousand Units)

Table 122 Industrial: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 123 Industrial: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 124 Industrial: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 125 Industrial: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 126 Industrial: Edge Ai Hardware Market In North America, By Country, 2021–2024 (Thousand Units)

Table 127 Industrial: Edge Ai Hardware Market In North America, By Country, 2025–2030 (Thousand Units)

Table 128 Industrial: Edge Ai Hardware Market In Europe, By Country,

2021–2024 (Thousand Units)

Table 129 Industrial: Edge Ai Hardware Market In Europe, By Country,

2025–2030 (Thousand Units)

Table 130 Industrial: Edge Ai Hardware Market In Asia Pacific, By Country,

2021–2024 (Thousand Units)

Table 131 Industrial: Edge Ai Hardware Market In Asia Pacific, By Country,

2025–2030 (Thousand Units)

Table 132 Industrial: Edge Ai Hardware Market In Row, By Region,

2021–2024 (Thousand Units)

Table 133 Industrial: Edge Ai Hardware Market In Row, By Region,

2025–2030 (Thousand Units)

Table 134 Aerospace & Defense: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 135 Aerospace & Defense: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 136 Aerospace & Defense: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 137 Aerospace & Defense: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 138 Aerospace & Defense: Edge Ai Hardware Market In North America,

By Country, 2021–2024 (Thousand Units)

Table 139 Aerospace & Defense: Edge Ai Hardware Market In North America,

By Country, 2025–2030 (Thousand Units)

Table 140 Aerospace & Defense: Edge Ai Hardware Market In Europe, By Country, 2021–2024 (Thousand Units)

Table 141 Aerospace & Defense: Edge Ai Hardware Market In Europe, By Country, 2025–2030 (Thousand Units)

Table 142 Aerospace & Defense: Edge Ai Hardware Market In Asia Pacific,

By Country, 2021–2024 (Thousand Units)

Table 143 Aerospace & Defense: Edge Ai Hardware Market In Asia Pacific,

By Country, 2025–2030 (Thousand Units)

Table 144 Aerospace & Defense: Edge Ai Hardware Market In Row, By Region, 2021–2024 (Thousand Units)

Table 145 Aerospace & Defense: Edge Ai Hardware Market In Row, By Region, 2025–2030 (Thousand Units)

Table 146 Construction: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 147 Construction: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 148 Construction: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 149 Construction: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 150 Construction: Edge Ai Hardware Market In North America, By Country, 2021–2024 (Thousand Units)

Table 151 Construction: Edge Ai Hardware Market In North America, By Country, 2025–2030 (Thousand Units)

Table 152 Construction: Edge Ai Hardware Market In Europe, By Country,

2021–2024 (Thousand Units)

Table 153 Construction: Edge Ai Hardware Market In Europe, By Country,

2025–2030 (Thousand Units)

Table 154 Construction: Edge Ai Hardware Market In Asia Pacific, By Country, 2021–2024 (Thousand Units)

Table 155 Construction: Edge Ai Hardware Market In Asia Pacific, By Country, 2025–2030 (Thousand Units)

Table 156 Construction: Edge Ai Hardware Market In Row, By Region,

2021–2024 (Thousand Units)

Table 157 Construction: Edge Ai Hardware Market In Row, By Region,

2025–2030 (Thousand Units)

Table 158 Other Verticals: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 159 Other Verticals: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 160 Other Verticals: Edge Ai Hardware Market, By Region,

2021–2024 (Thousand Units)

Table 161 Other Verticals: Edge Ai Hardware Market, By Region,

2025–2030 (Thousand Units)

Table 162 Other Verticals: Edge Ai Hardware Market In North America,

By Country, 2021–2024 (Thousand Units)

Table 163 Other Verticals: Edge Ai Hardware Market In North America,

By Country, 2025–2030 (Thousand Units)

Table 164 Other Verticals: Edge Ai Hardware Market In Europe, By Country, 2021–2024 (Thousand Units)

Table 165 Other Verticals: Edge Ai Hardware Market In Europe, By Country, 2025–2030 (Thousand Units)

Table 166 Other Verticals: Edge Ai Hardware Market In Asia Pacific, By Country, 2021–2024 (Thousand Units)

Table 167 Other Verticals: Edge Ai Hardware Market In Asia Pacific, By Country, 2025–2030 (Thousand Units)

Table 168 Other Verticals: Edge Ai Hardware Market In Row, By Region,

2021–2024 (Thousand Units)

Table 169 Other Verticals: Edge Ai Hardware Market In Row, By Region,

2025–2030 (Thousand Units)

Table 170 Edge Ai Hardware Market, By Region, 2021–2024 (Million Units)

Table 171 Edge Ai Hardware Market, By Region, 2025–2030 (Million Units)

Table 172 North America: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 173 North America: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 174 North America: Edge Ai Hardware Market, By Country,

2021–2024 (Thousand Units)

Table 175 North America: Edge Ai Hardware Market, By Country,

2025–2030 (Thousand Units)

Table 176 Europe: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 177 Europe: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 178 Europe: Edge Ai Hardware Market, By Country,

2021–2024 (Thousand Units)

Table 179 Europe: Edge Ai Hardware Market, By Country,

2025–2030 (Thousand Units)

Table 180 Asia Pacific: Edge Ai Hardware Market, By Device,

2021–2024 (Thousand Units)

Table 181 Asia Pacific: Edge Ai Hardware Market, By Device,

2025–2030 (Thousand Units)

Table 182 Asia Pacific: Edge Ai Hardware Market, By Country,

2021–2024 (Thousand Units)

Table 183 Asia Pacific: Edge Ai Hardware Market, By Country,

2025–2030(Thousand Units)

Table 184 Row: Edge Ai Hardware Market, By Device, 2021–2024 (Thousand Units)

Table 185 Row: Edge Ai Hardware Market, By Device, 2025–2030 (Thousand Units)

Table 186 Row: Edge Ai Hardware Market, By Region, 2021–2024 (Thousand Units)

Table 187 Row: Edge Ai Hardware Market, By Region, 2025–2030 (Thousand Units)

Table 188 Middle East: Edge Ai Hardware Market, By Country,

2021–2024 (Thousand Units)

Table 189 Middle East: Edge Ai Hardware Market, By Country,

2025–2030 (Thousand Units)

Table 190 Africa: Edge Ai Hardware Market, By Country,

2021–2024 (Thousand Units)

Table 191 Africa: Edge Ai Hardware Market, By Country,

2025–2030 (Thousand Units)

Table 192 Key Player Strategies/Right To Win, 2020–2025

Table 193 Edge Ai Hardware Market: Degree Of Competition, 2024

Table 194 Edge Ai Hardware Market: Region Footprint

Table 195 Edge Ai Hardware Market: Device Footprint

Table 196 Edge Ai Hardware Market: Power Consumption Footprint

Table 197 Edge Ai Hardware Market: Processor Footprint

Table 198 Edge Ai Hardware Market: Function Footprint

Table 199 Edge Ai Hardware Market: Vertical Footprint

Table 200 Edge Ai Hardware Market: List Of Key Startups/Smes

Table 201 Edge Ai Hardware Market: Competitive Benchmarking Of

Key Startups/Smes

Table 202 Edge Ai Hardware Market: Product Launches/Enhancements,

January 2020–may 2025

Table 203 Edge Ai Hardware Market: Deals, January 2020–may 2025

Table 204 Edge Ai Hardware Market: Other Developments,

January 2020–may 2025

Table 205 Qualcomm Technologies, Inc.: Company Overview

Table 206 Qualcomm Technologies, Inc.: Products/Solutions/Services Offered

Table 207 Qualcomm Technologies, Inc.: Product Launches/Enhancements

Table 208 Qualcomm Technologies, Inc.: Deals

Table 209 Huawei Technologies Co., Ltd.: Company Overview

Table 210 Huawei Technologies Co., Ltd.: Products/Solutions/Services Offered

Table 211 Huawei Technologies Co., Ltd.: Product Launches/Enhancements

Table 212 Huawei Technologies Co., Ltd.: Deals

Table 213 Huawei Technologies Co., Ltd.: Other Developments

Table 214 Samsung: Company Overview

Table 215 Samsung: Products/Solutions/Services Offered

Table 216 Samsung Electronics Co., Ltd.: Product Launches/Enhancements

Table 217 Samsung Electronics Co., Ltd.: Deals

Table 218 Apple Inc.: Company Overview

Table 219 Apple Inc.: Products/Solutions/Services Offered

Table 220 Apple Inc.: Product Launches/Enhancements

Table 221 Apple Inc.: Deals

Table 222 Mediatek Inc.: Company Overview

Table 223 Mediatek Inc.: Products/Solutions/Services Offered

Table 224 Mediatek Inc.: Product Launches/Enhancements

Table 225 Mediatek Inc.: Deals

Table 226 Mediatek Inc.: Other Developments

Table 227 Intel Corporation: Company Overview

Table 228 Intel Corporation: Products/Solutions/Services Offered

Table 229 Intel Corporation: Product Launches/Enhancements

Table 230 Intel Corporation: Deals

Table 231 Intel Corporation: Other Developments

Table 232 Nvidia Corporation: Company Overview

Table 233 Nvidia Corporation: Products/Solutions/Services Offered

Table 234 Nvidia Corporation: Product Launches/Enhancements

Table 235 Nvidia Corporation: Deals

Table 236 Nvidia Corporation: Other Developments

Table 237 Ibm: Company Overview

Table 238 Ibm: Products/Solutions/Services Offered

Table 239 Ibm: Product Launches/Enhancements

Table 240 Ibm: Deals

Table 241 Micron Technology, Inc.: Company Overview

Table 242 Micron Technology, Inc.: Products/Solutions/Services Offered

Table 243 Micron Technology, Inc.: Product Launches/Enhancements

Table 244 Micron Technology, Inc.: Deals

Table 245 Advanced Micro Devices, Inc.: Company Overview

Table 246 Advanced Micro Devices, Inc.: Products/Solutions/Services Offered

Table 247 Advanced Micro Devices, Inc.: Product Launches/Enhancements

Table 248 Advanced Micro Devices, Inc.: Deals

Table 249 Meta: Company Overview

Table 250 Meta: Products/Solutions/Services Offered

Table 251 Meta: Deals

Table 252 Tesla: Company Overview

Table 253 Tesla: Products/Solutions/Services Offered

Table 254 Google: Company Overview

Table 255 Google: Products/Solutions/Services Offered

Table 256 Google: Product Launches

Table 257 Google: Deals

Table 258 Microsoft: Company Overview

Table 259 Microsoft: Products/Solutions/Services Offered

Table 260 Microsoft: Deals

Figures List

Figure 1 Edge Ai Hardware Market Segmentation And Regional Scope

Figure 2 Edge Ai Hardware Market: Research Design

Figure 3 Data Captured Through Secondary Sources

Figure 4 Key Data Received From Primary Sources

Figure 5 Insights From Industry Experts

Figure 6 Primary Breakdown: By Company Type, Designation, And Region

Figure 7 Primary And Secondary Research Approach

Figure 8 Edge Ai Hardware Market: Bottom-up Approach

Figure 9 Edge Ai Hardware Market: Top-down Approach

Figure 10 Data Triangulation

Figure 11 Smartphones Segment To Dominate Edge Ai Hardware Market, In Terms Of Volume, From 2025 To 2030

Figure 12 Training Segment To Record Higher Cagr In Edge Ai Hardware Market, In Terms Of Volume, During Forecast Period

Figure 13 Consumer Electronics Segment Led Market, In Terms Of Volume,

In 2024

Figure 14 Asia Pacific Captured Prominent Market Share, In Terms Of Volume,

In 2024

Figure 15 Emergence Of 5g Networks To Create Lucrative Opportunities For Market Players

Figure 16 Smartphones To Account For Majority Of Market Share,

In Terms Of Volume, In 2030

Figure 17 Consumer Electronics Vertical To Gain Prominent Market Share, In Terms Of Volume, In 2030

Figure 18 Edge Ai Hardware With 1–3 Watt Power Consumption To Capture Largest Market Share In 2030

Figure 19 Smartphones Segment And China Held Largest Share Of

Asia Pacific Market, In Terms Of Volume, In 2024

Figure 20 China To Exhibit Second-highest Cagr In Global Edge Ai Hardware Market, In Terms Of Volume, During Forecast Period

Figure 21 Edge Ai Hardware Market: Drivers, Restraints, Opportunities,

And Challenges

Figure 22 Edge Ai Hardware Market: Impact Analysis Of Drivers

Figure 23 Edge Ai Hardware Market: Impact Analysis Of Restraints

Figure 24 Edge Ai Hardware Market: Impact Analysis Of Opportunities

Figure 25 Edge Ai Hardware Market: Impact Analysis Of Challenges

Figure 26 Edge Ai Hardware Market: Supply Chain Analysis

Figure 27 Trends/Disruptions Influencing Customer Business

Figure 28 Edge Ai Hardware Market: Ecosystem Analysis

Figure 29 Porter's Five Forces Analysis

Figure 30 Influence Of Stakeholders On Buying Process, By Vertical

Figure 31 Key Buying Criteria, By Vertical

Figure 32 Investment And Funding Scenario For Startup Companies

Figure 33 Import Scenario For Hs Code 854231-compliant Products In Top 5 Countries, 2020–2024

Figure 34 Export Scenario For Hs Code 854231-compliant Products In Top 5 Countries, 2020–2024

Figure 35 Patents Applied And Granted, 2014–2024

Figure 36 Average Selling Price Trend Of Gpu, By Region, 2021–2024

Figure 37 Average Selling Price Trend Of Cpu, By Region, 2021–2024

Figure 38 Average Selling Price Trend Of Fpga, By Region, 2021–2024

Figure 39 Edge Ai Hardware Market: Impact Of Ai

Figure 40 Smartphones To Account For Largest Share Of

Edge Ai Hardware Market, In Terms Of Volume, In 2025

Figure 41 More Than 10 W Segment To Exhibit Highest Cagr

During Forecast Period

Figure 42 Cpu Segment To Hold Largest Share Of Edge Ai Hardware

Market In 2030

Figure 43 Inference Function To Hold Prominent Market Share In 2025

Figure 44 Consumer Electronics To Hold Largest Market Share In 2030

Figure 45 Asia Pacific To Record Highest Cagr During Forecast Period

Figure 46 North America: Edge Ai Hardware Market Snapshot

Figure 47 Europe: Edge Ai Hardware Market Snapshot

Figure 48 Asia Pacific: Edge Ai Hardware Market Snapshot

Figure 49 Edge Ai Hardware Market: Revenue Analysis Of

Top 5 Players, 2020–2024

Figure 50 Edge Ai Hardware Market Share Analysis, 2024

Figure 51 Valuation Of Key Players In Edge Ai Hardware Market

Figure 52 Ev/Ebitda Of Key Players

Figure 53 Brand/Product Comparison

Figure 54 Edge Ai Hardware Market: Company Evaluation Matrix

(Key Players), 2024

Figure 55 Edge Ai Hardware Market: Company Footprint

Figure 56 Edge Ai Hardware Market: Company Evaluation Matrix

(Startups/Smes), 2024

Figure 57 Qualcomm Technologies, Inc.: Company Snapshot

Figure 58 Huawei Technologies Co., Ltd.: Company Snapshot

Figure 59 Samsung: Company Snapshot

Figure 60 Apple Inc.: Company Snapshot

Figure 61 Mediatek Inc.: Company Snapshot

Figure 62 Intel Corporation: Company Snapshot

Figure 63 Nvidia Corporation: Company Snapshot

Figure 64 Ibm: Company Snapshot

Figure 65 Micron Technology, Inc.: Company Snapshot

Figure 66 Advanced Micro Devices, Inc.: Company Snapshot

Figure 67 Meta: Company Snapshot

Figure 68 Tesla: Company Snapshot

Figure 69 Alphabet, Inc.: Company Snapshot

Figure 70 Microsoft: Company Snapshot