2026-2030年全球邊緣人工智慧加速器市場

全球邊緣人工智慧加速器市場預計將在 2025 年至 2030 年間成長至 202.198 億美元，預測期內複合年成長率為 29.5%。

本報告對全球邊緣人工智慧加速器市場進行了全面分析，包括市場規模和預測、趨勢、成長要素、挑戰以及對約 25 家供應商的分析。

本報告對當前市場狀況、最新趨勢和促進因素以及整體市場環境進行了最新分析。推動該市場成長的因素包括：自主系統的普及、對基於即時運算的決策的需求、對資料隱私、安全性和合規性日益成長的要求，以及節能半導體架構和硬體小型化技術的進步。

本研究客觀地結合了一手和二手訊息，包括主要行業相關人員的意見。報告內容涵蓋主要公司分析、全面的市場規模數據、細分市場數據及區域分析，以及供應商格局數據。此外，報告還包含歷史數據和預測數據。

本研究指出，生成式人工智慧和大規模語言模型推理在設備上的日益普及是未來幾年全球邊緣人工智慧加速器市場成長的關鍵促進因素之一。此外，神經形態運算和生物啟發式架構的整合以實現極致效率，以及向垂直整合和客製化領域特定架構的轉變，預計也將產生顯著的市場需求。

目錄

第1章執行摘要

第2章 Technavio 分析

• 分析定價、生命週期、顧客購買籃子、採用率和購買標準。
• 輸入的重要性及差異化因素
• 干擾因素
• 促進因素和挑戰的影響

第3章 市場狀況

• 市場生態系統
• 市場特徵
• 價值鏈分析

第4章 市場規模

• 市場的定義
• 市場區隔分析
• 2025年市場規模
• 市場展望，2025-2030年

第5章 市場規模與表現

• 2020-2024年全球邊緣人工智慧加速器市場
• 按類型分類的細分市場分析，2020-2024 年
• 基於應用領域的細分市場分析，2020-2024 年
• 基於組件的細分市場分析，2020-2024 年
• 區域區隔市場分析，2020-2024 年
• 2020-2024年各國細分市場分析

第6章 定性分析

• 人工智慧的影響：全球邊緣人工智慧加速器市場
• 地緣政治衝突的影響：全球邊緣人工智慧加速器市場

第7章：五力分析

第8章 市場區隔：依類型

• 比較：按類型
• 神經處理單元
• 基於GPU的加速器
• 視覺處理單元
• ASIC
• 其他
• 市場機會：按類型分類

第9章 市場區隔：依應用

• 比較：透過應用
• 電腦視覺和影像分析
• 語音和自然語言處理
• 自主系統與機器人
• 工業IoT和預測性維護
• 其他
• 市場機會：依應用領域分類

第10章 市場區隔：按組件

• 比較：按組件
• 晶片系統
• 分立晶片
• 系統級模組
• 附加板
• 市場機會：按組件分類

第11章 客戶情況

第12章 區域情勢

• 區域分類
• 區域比較
• 北美洲
  • 美國
  • 加拿大
  • 墨西哥
• 亞太地區
  • 中國
  • 日本
  • 韓國
  • 印度
  • 澳洲
  • 印尼
• 歐洲
  • 德國
  • 英國
  • 法國
  • 義大利
  • 西班牙
  • 荷蘭
• 中東和非洲
  • 沙烏地阿拉伯
  • UAE
  • 南非
  • 以色列
  • 土耳其
• 南美洲
  • 巴西
  • 阿根廷
  • 哥倫比亞
• 市場機會：按地區分類

第13章 促進因素、挑戰與機遇

• 市場促進因素
• 市場挑戰
• 促進因素和挑戰的影響
• 市場機遇

第14章 競爭格局

• 概述
• 競爭格局
• 中斷狀況
• 產業風險

第15章 競爭分析

• 公司簡介
• 公司排名指標
• 企業市場定位
• Advanced Micro Devices Inc.
• Ambarella Inc.
• Arm Ltd.
• GreenWaves Technologies SAS
• Intel Corp.
• Lattice Semiconductor Corp.
• MediaTek Inc.
• NVIDIA Corp.
• NXP Semiconductors NV
• Qualcomm Inc.
• Renesas Electronics Corp.
• Rockchip Electronics Co. Ltd.
• Samsung Electronics Co. Ltd.
• STMicroelectronics NV
• Syntiant Corp.

第16章附錄

The global edge ai accelerators market is forecasted to grow by USD 20219.8 mn during 2025-2030, accelerating at a CAGR of 29.5% during the forecast period. The report on the global edge ai accelerators market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of autonomous systems and necessity for real-time computational decision-making, heightened requirements for data privacy, security, and regulatory compliance, advancements in energy-efficient semiconductor architecture and hardware miniaturization.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global edge ai accelerators market is segmented as below:

By Type

• Neural processing units
• GPU-based accelerators
• Vision processing units
• ASIC
• Others

By Application

• Computer vision and video analytics
• Voice and natural language processing
• Autonomous systems and robotics
• Industrial IoT and predictive maintenance
• Others

By Component

• System-on-chip
• Discrete chips
• System-on-module
• Add-in boards

Geography

• North America
  • US
  • Canada
  • Mexico
• APAC
  • China
  • Japan
  • South Korea
  • India
  • Australia
  • Indonesia
• Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • The Netherlands
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• South America
  • Brazil
  • Argentina
  • Colombia
• Rest of World (ROW)

This study identifies the proliferation of on-device generative ai and large language model inference as one of the prime reasons driving the global edge ai accelerators market growth during the next few years. Also, integration of neuromorphic computing and bio-inspired architectures for extreme efficiency and shift toward vertical integration and custom domain-specific architectures will lead to sizable demand in the market.

The report on the global edge ai accelerators market covers the following areas:

• Global edge ai accelerators market sizing
• Global edge ai accelerators market forecast
• Global edge ai accelerators market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global edge ai accelerators market vendors that include Advanced Micro Devices Inc., Ambarella Inc., Arm Ltd., Axelera AI, Blaize, BrainChip Holdings Ltd, GreenWaves Technologies SAS, Intel Corp., Kneron Inc., Lattice Semiconductor Corp., MediaTek Inc., NVIDIA Corp., NXP Semiconductors NV, Qualcomm Inc., Renesas Electronics Corp., Rockchip Electronics Co. Ltd., Samsung Electronics Co. Ltd., STMicroelectronics NV, Synaptics Inc., Syntiant Corp.. Also, the global edge ai accelerators market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by Component
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2025
• 4.4 Market outlook: Forecast for 2025-2030

5 Historic Market Size

• 5.1 Global Edge AI Accelerators Market 2020 - 2024
  • Historic Market Size - Data Table on Global Edge AI Accelerators Market 2020 - 2024 ($ million)
• 5.2 Type segment analysis 2020 - 2024
  • Historic Market Size - Type Segment 2020 - 2024 ($ million)
• 5.3 Application segment analysis 2020 - 2024
  • Historic Market Size - Application Segment 2020 - 2024 ($ million)
• 5.4 Component segment analysis 2020 - 2024
  • Historic Market Size - Component Segment 2020 - 2024 ($ million)
• 5.5 Geography segment analysis 2020 - 2024
  • Historic Market Size - Geography Segment 2020 - 2024 ($ million)
• 5.6 Country segment analysis 2020 - 2024
  • Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

• 6.1 Impact of AI on Global Edge AI Accelerators Market
• 6.2 Impact of geopolitical conflicts on Global Edge AI Accelerators Market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2025 and 2030
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2025 and 2030
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2025 and 2030
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2025 and 2030
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2025 and 2030
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2025 and 2030
• 7.7 Market condition

8 Market Segmentation by Type

• 8.1 Market segments
• 8.2 Comparison by Type
• 8.3 Neural processing units - Market size and forecast 2025-2030
• 8.4 GPU-based accelerators - Market size and forecast 2025-2030
• 8.5 Vision processing units - Market size and forecast 2025-2030
• 8.6 ASIC - Market size and forecast 2025-2030
• 8.7 Others - Market size and forecast 2025-2030
• 8.8 Market opportunity by Type
  • Market opportunity by Type ($ million)

9 Market Segmentation by Application

• 9.1 Market segments
• 9.2 Comparison by Application
• 9.3 Computer vision and video analytics - Market size and forecast 2025-2030
• 9.4 Voice and natural language processing - Market size and forecast 2025-2030
• 9.5 Autonomous systems and robotics - Market size and forecast 2025-2030
• 9.6 Industrial IoT and predictive maintenance - Market size and forecast 2025-2030
• 9.7 Others - Market size and forecast 2025-2030
• 9.8 Market opportunity by Application
  • Market opportunity by Application ($ million)

10 Market Segmentation by Component

• 10.1 Market segments
• 10.2 Comparison by Component
• 10.3 System-on-chip - Market size and forecast 2025-2030
• 10.4 Discrete chips - Market size and forecast 2025-2030
• 10.5 System-on-module - Market size and forecast 2025-2030
• 10.6 Add-in boards - Market size and forecast 2025-2030
• 10.7 Market opportunity by Component
  • Market opportunity by Component ($ million)

11 Customer Landscape

• 11.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

• 12.1 Geographic segmentation
• 12.2 Geographic comparison
• 12.3 North America - Market size and forecast 2025-2030
  • 12.3.1 US - Market size and forecast 2025-2030
  • 12.3.2 Canada - Market size and forecast 2025-2030
  • 12.3.3 Mexico - Market size and forecast 2025-2030
• 12.4 APAC - Market size and forecast 2025-2030
  • 12.4.1 China - Market size and forecast 2025-2030
  • 12.4.2 Japan - Market size and forecast 2025-2030
  • 12.4.3 South Korea - Market size and forecast 2025-2030
  • 12.4.4 India - Market size and forecast 2025-2030
  • 12.4.5 Australia - Market size and forecast 2025-2030
  • 12.4.6 Indonesia - Market size and forecast 2025-2030
• 12.5 Europe - Market size and forecast 2025-2030
  • 12.5.1 Germany - Market size and forecast 2025-2030
  • 12.5.2 UK - Market size and forecast 2025-2030
  • 12.5.3 France - Market size and forecast 2025-2030
  • 12.5.4 Italy - Market size and forecast 2025-2030
  • 12.5.5 Spain - Market size and forecast 2025-2030
  • 12.5.6 The Netherlands - Market size and forecast 2025-2030
• 12.6 Middle East and Africa - Market size and forecast 2025-2030
  • 12.6.1 Saudi Arabia - Market size and forecast 2025-2030
  • 12.6.2 UAE - Market size and forecast 2025-2030
  • 12.6.3 South Africa - Market size and forecast 2025-2030
  • 12.6.4 Israel - Market size and forecast 2025-2030
  • 12.6.5 Turkey - Market size and forecast 2025-2030
• 12.7 South America - Market size and forecast 2025-2030
  • 12.7.1 Brazil - Market size and forecast 2025-2030
  • 12.7.2 Argentina - Market size and forecast 2025-2030
  • 12.7.3 Colombia - Market size and forecast 2025-2030
• 12.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

• 13.1 Market drivers
  • Proliferation of autonomous systems and necessity for real-time computational decision-making
  • Heightened requirements for data privacy, security, and regulatory compliance
  • Advancements in energy-efficient semiconductor architecture and hardware miniaturization
• 13.2 Market challenges
  • Thermal dissipation and energy efficiency constraints in resource-limited hardware
  • Software ecosystem fragmentation and absence of unified standardization
  • Physical and cyber security vulnerabilities in distributed edge infrastructure
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 13.4 Market opportunities
  • Proliferation of on-device generative AI and large language model inference
  • Integration of neuromorphic computing and bio-inspired architectures for extreme efficiency
  • Shift toward vertical integration and custom domain-specific architectures

14 Competitive Landscape

• 14.1 Overview
• 14.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 14.3 Landscape disruption
  • Overview on factors of disruption
• 14.4 Industry risks
  • Impact of key risks on business

15 Competitive Analysis

• 15.1 Companies profiled
  • Companies covered
• 15.2 Company ranking index
  • Company ranking index
• 15.3 Market positioning of companies
  • Matrix on companies position and classification
• 15.4 Advanced Micro Devices Inc.
  • Advanced Micro Devices Inc. - Overview
  • Advanced Micro Devices Inc. - Business segments
  • Advanced Micro Devices Inc. - Key news
  • Advanced Micro Devices Inc. - Key offerings
  • Advanced Micro Devices Inc. - Segment focus
  • SWOT
• 15.5 Ambarella Inc.
  • Ambarella Inc. - Overview
  • Ambarella Inc. - Product / Service
  • Ambarella Inc. - Key offerings
  • SWOT
• 15.6 Arm Ltd.
  • Arm Ltd. - Overview
  • Arm Ltd. - Product / Service
  • Arm Ltd. - Key offerings
  • SWOT
• 15.7 GreenWaves Technologies SAS
  • GreenWaves Technologies SAS - Overview
  • GreenWaves Technologies SAS - Product / Service
  • GreenWaves Technologies SAS - Key offerings
  • SWOT
• 15.8 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key news
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
  • SWOT
• 15.9 Lattice Semiconductor Corp.
  • Lattice Semiconductor Corp. - Overview
  • Lattice Semiconductor Corp. - Product / Service
  • Lattice Semiconductor Corp. - Key offerings
  • SWOT
• 15.10 MediaTek Inc.
  • MediaTek Inc. - Overview
  • MediaTek Inc. - Business segments
  • MediaTek Inc. - Key news
  • MediaTek Inc. - Key offerings
  • MediaTek Inc. - Segment focus
  • SWOT
• 15.11 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
  • SWOT
• 15.12 NXP Semiconductors NV
  • NXP Semiconductors NV - Overview
  • NXP Semiconductors NV - Business segments
  • NXP Semiconductors NV - Key news
  • NXP Semiconductors NV - Key offerings
  • NXP Semiconductors NV - Segment focus
  • SWOT
• 15.13 Qualcomm Inc.
  • Qualcomm Inc. - Overview
  • Qualcomm Inc. - Business segments
  • Qualcomm Inc. - Key news
  • Qualcomm Inc. - Key offerings
  • Qualcomm Inc. - Segment focus
  • SWOT
• 15.14 Renesas Electronics Corp.
  • Renesas Electronics Corp. - Overview
  • Renesas Electronics Corp. - Business segments
  • Renesas Electronics Corp. - Key offerings
  • Renesas Electronics Corp. - Segment focus
  • SWOT
• 15.15 Rockchip Electronics Co. Ltd.
  • Rockchip Electronics Co. Ltd. - Overview
  • Rockchip Electronics Co. Ltd. - Product / Service
  • Rockchip Electronics Co. Ltd. - Key offerings
  • SWOT
• 15.16 Samsung Electronics Co. Ltd.
  • Samsung Electronics Co. Ltd. - Overview
  • Samsung Electronics Co. Ltd. - Business segments
  • Samsung Electronics Co. Ltd. - Key news
  • Samsung Electronics Co. Ltd. - Key offerings
  • Samsung Electronics Co. Ltd. - Segment focus
  • SWOT
• 15.17 STMicroelectronics NV
  • STMicroelectronics NV - Overview
  • STMicroelectronics NV - Business segments
  • STMicroelectronics NV - Key offerings
  • STMicroelectronics NV - Segment focus
  • SWOT
• 15.18 Syntiant Corp.
  • Syntiant Corp. - Overview
  • Syntiant Corp. - Product / Service
  • Syntiant Corp. - Key offerings
  • SWOT

16 Appendix

• 16.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 16.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 16.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 16.4 Research methodology
  • Research methodology
• 16.5 Data procurement
  • Information sources
• 16.6 Data validation
  • Data validation
• 16.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 16.8 Data synthesis
  • Data synthesis
• 16.9 360 degree market analysis
  • 360 degree market analysis
• 16.10 List of abbreviations
  • List of abbreviations