2026-2030年全球人工智慧推理硬體市場

全球人工智慧推理硬體市場預計將從 2025 年到 2030 年成長至 1,062.516 億美元，預測期內複合年成長率為 20.8%。

本報告對全球人工智慧推理硬體市場進行了全面分析，包括市場規模和預測、趨勢、成長要素、挑戰以及涵蓋約 25 家供應商的供應商分析。

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。推動此市場發展的因素包括：整個產業對邊緣運算能力的需求不斷成長、生成式人工智慧模型在企業工作負載中的廣泛應用，以及對能源效率和永續資料處理的策略需求。

本研究客觀地結合一手和二手訊息，包括主要行業相關人員的意見，進行了這項研究。報告內容包括對主要企業的分析、全面的市場規模數據、區域細分分析以及供應商格局。報告還包含了歷史數據和預測數據。

本研究指出，未來幾年全球人工智慧推理硬體市場成長的主要驅動力之一是專用積體電路（ASIC）的加速普及。此外，基於晶片組的模組化矽設計架構的出現以及矽光電的整合應用，有望克服頻寬瓶頸，從而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
• 混淆因素
• 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
• 2025-2030年市場展望

第5章 市場規模與表現

• 2020-2024年全球人工智慧推理硬體市場
• 類型細分市場分析 2020-2024
• 2020-2024年部署細分市場分析
• 2020-2024年按應用領域分類的細分市場分析
• 2020-2024年區域市場分析
• 2020-2024年各國細分市場分析

第6章 定性分析

• 地緣政治衝突影響全球人工智慧推理硬體市場。

第7章：五力分析

• 五力模型概述
• 買方的議價能力
• 供應商的議價能力
• 新進入者的威脅
• 替代品的威脅
• 競爭威脅
• 市場狀況

第8章 市場區隔：依類型

• 比較：按類型
• GPU
• CPU
• ASIC
• FPGA
• 其他
• 市場機會：按類型分類

第9章 市場區隔：依部署方式

• 比較：依部署方式
• 雲推斷
• 邊緣推斷
• 現場
• 市場機會：依發展階段分類

第10章 市場區隔：依應用

• 比較：透過應用
• 電腦視覺
• 機器人技術
• 人工智慧世代
• NLP
• 其他
• 市場機會：依應用領域分類

第11章 客戶情況

第12章 區域情勢

• 區域細分
• 區域比較
• 北美洲
  • 美國
  • 加拿大
  • 墨西哥
• 歐洲
  • 德國
  • 英國
  • 法國
  • 荷蘭
  • 瑞典
  • 西班牙
• 亞太地區
  • 中國
  • 日本
  • 印度
  • 韓國
  • 台灣
  • 印尼
• 中東和非洲
  • 阿拉伯聯合大公國
  • 沙烏地阿拉伯
  • 以色列
  • 南非
  • 卡達
• 南美洲
  • 巴西
  • 阿根廷
  • 智利
• 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
• 混亂局面
• 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.
• Amazon.com Inc.
• Apple Inc.
• Arm Ltd.
• Cerebras
• Google LLC
• Groq Inc.
• Intel Corp.
• MediaTek Inc.
• NVIDIA Corp.
• NXP Semiconductors NV
• Qualcomm Inc.
• SambaNova Systems Inc.
• STMicroelectronics NV
• Tenstorrent Inc.

第16章附錄

The global AI inference hardware market is forecasted to grow by USD 106251.6 mn during 2025-2030, accelerating at a CAGR of 20.8% during the forecast period. The report on the global AI inference hardware 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 escalating demand for edge computing capabilities across industries, proliferation of generative AI models in enterprise workloads , strategic imperative for energy efficiency and sustainable data processing .

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 AI inference hardware market is segmented as below:

By Type

• GPU
• CPU
• ASIC
• FPGA
• Others

By Deployment

• Cloud inference
• Edge inference
• On-premises

By Application

• Computer vision
• Robotics
• Generative AI
• NLP
• Others

Geography

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

This study identifies the accelerated shift toward application specific integrated circuits as one of the prime reasons driving the global AI inference hardware market growth during the next few years. Also, emergence of chiplet based architectures for modular silicon design and integration of silicon photonics to alleviate bandwidth bottlenecks will lead to sizable demand in the market.

The report on the global AI inference hardware market covers the following areas:

• Global AI inference hardware market sizing
• Global AI inference hardware market forecast
• Global AI inference hardware 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 AI inference hardware market vendors that include Advanced Micro Devices Inc., Amazon.com Inc., Apple Inc., Arm Ltd., Cerebras, Google LLC, Groq Inc., Hailo Technologies Ltd., IBM Corp., Intel Corp., Kneron Inc., MediaTek Inc., NVIDIA Corp., NXP Semiconductors NV, Qualcomm Inc., SambaNova Systems Inc., SiMa Technologies Inc., STMicroelectronics NV, Syntiant Corp., Tenstorrent Inc.. Also, the global AI inference hardware 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 Deployment
  • Executive Summary - Chart on Market Segmentation by Application
  • 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 AI Inference Hardware Market 2020 - 2024
  • Historic Market Size - Data Table on Global AI Inference Hardware Market 2020 - 2024 ($ million)
• 5.2 Type segment analysis 2020 - 2024
  • Historic Market Size - Type Segment 2020 - 2024 ($ million)
• 5.3 Deployment segment analysis 2020 - 2024
  • Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
• 5.4 Application segment analysis 2020 - 2024
  • Historic Market Size - Application 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 Geopolitical Conflicts on Global AI inference hardware 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 GPU - Market size and forecast 2025-2030
• 8.4 CPU - Market size and forecast 2025-2030
• 8.5 ASIC - Market size and forecast 2025-2030
• 8.6 FPGA - 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 Deployment

• 9.1 Market segments
• 9.2 Comparison by Deployment
• 9.3 Cloud inference - Market size and forecast 2025-2030
• 9.4 Edge inference - Market size and forecast 2025-2030
• 9.5 On-premises - Market size and forecast 2025-2030
• 9.6 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

10 Market Segmentation by Application

• 10.1 Market segments
• 10.2 Comparison by Application
• 10.3 Computer vision - Market size and forecast 2025-2030
• 10.4 Robotics - Market size and forecast 2025-2030
• 10.5 Generative AI - Market size and forecast 2025-2030
• 10.6 NLP - Market size and forecast 2025-2030
• 10.7 Others - Market size and forecast 2025-2030
• 10.8 Market opportunity by Application
  • Market opportunity by Application ($ 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 Europe - Market size and forecast 2025-2030
  • 12.4.1 Germany - Market size and forecast 2025-2030
  • 12.4.2 UK - Market size and forecast 2025-2030
  • 12.4.3 France - Market size and forecast 2025-2030
  • 12.4.4 The Netherlands - Market size and forecast 2025-2030
  • 12.4.5 Sweden - Market size and forecast 2025-2030
  • 12.4.6 Spain - Market size and forecast 2025-2030
• 12.5 APAC - Market size and forecast 2025-2030
  • 12.5.1 China - Market size and forecast 2025-2030
  • 12.5.2 Japan - Market size and forecast 2025-2030
  • 12.5.3 India - Market size and forecast 2025-2030
  • 12.5.4 South Korea - Market size and forecast 2025-2030
  • 12.5.5 Taiwan - Market size and forecast 2025-2030
  • 12.5.6 Indonesia - Market size and forecast 2025-2030
• 12.6 Middle East and Africa - Market size and forecast 2025-2030
  • 12.6.1 UAE - Market size and forecast 2025-2030
  • 12.6.2 Saudi Arabia - Market size and forecast 2025-2030
  • 12.6.3 Israel - Market size and forecast 2025-2030
  • 12.6.4 South Africa - Market size and forecast 2025-2030
  • 12.6.5 Qatar - 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 Chile - 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
  • Escalating demand for edge computing capabilities across industries
  • Proliferation of generative AI models in enterprise workloads
  • Strategic imperative for energy efficiency and sustainable data processing
• 13.2 Market challenges
  • Exorbitant initial capital expenditures for advanced processing systems
  • Complex integration with legacy enterprise infrastructure
  • Rapid evolution of neural network architectures and algorithms
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 13.4 Market opportunities
  • Accelerated shift toward application specific integrated circuits
  • Emergence of chiplet based architectures for modular silicon design
  • Integration of silicon photonics to alleviate bandwidth bottlenecks

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 Amazon.com Inc.
  • Amazon.com Inc. - Overview
  • Amazon.com Inc. - Business segments
  • Amazon.com Inc. - Key news
  • Amazon.com Inc. - Key offerings
  • Amazon.com Inc. - Segment focus
  • SWOT
• 15.6 Apple Inc.
  • Apple Inc. - Overview
  • Apple Inc. - Business segments
  • Apple Inc. - Key news
  • Apple Inc. - Key offerings
  • Apple Inc. - Segment focus
  • SWOT
• 15.7 Arm Ltd.
  • Arm Ltd. - Overview
  • Arm Ltd. - Product / Service
  • Arm Ltd. - Key offerings
  • SWOT
• 15.8 Cerebras
  • Cerebras - Overview
  • Cerebras - Product / Service
  • Cerebras - Key offerings
  • SWOT
• 15.9 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 15.10 Groq Inc.
  • Groq Inc. - Overview
  • Groq Inc. - Product / Service
  • Groq Inc. - Key offerings
  • SWOT
• 15.11 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
  • SWOT
• 15.12 MediaTek Inc.
  • MediaTek Inc. - Overview
  • MediaTek Inc. - Business segments
  • MediaTek Inc. - Key news
  • MediaTek Inc. - Key offerings
  • MediaTek Inc. - Segment focus
  • SWOT
• 15.13 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
  • SWOT
• 15.14 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
• 15.15 Qualcomm Inc.
  • Qualcomm Inc. - Overview
  • Qualcomm Inc. - Business segments
  • Qualcomm Inc. - Key news
  • Qualcomm Inc. - Key offerings
  • Qualcomm Inc. - Segment focus
  • SWOT
• 15.16 SambaNova Systems Inc.
  • SambaNova Systems Inc. - Overview
  • SambaNova Systems Inc. - Product / Service
  • SambaNova Systems Inc. - Key offerings
  • SWOT
• 15.17 STMicroelectronics NV
  • STMicroelectronics NV - Overview
  • STMicroelectronics NV - Business segments
  • STMicroelectronics NV - Key offerings
  • STMicroelectronics NV - Segment focus
  • SWOT
• 15.18 Tenstorrent Inc.
  • Tenstorrent Inc. - Overview
  • Tenstorrent Inc. - Product / Service
  • Tenstorrent Inc. - 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