2026-2030年全球資料中心GPU市場

全球資料中心 GPU 市場預計將在 2025 年至 2030 年間成長至 1,254.332 億美元，預測期內複合年成長率為 15.8%。

本報告對全球資料中心 GPU 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 家公司的供應商分析。

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。市場成長的驅動力包括：人工智慧訓練和兆參數模型開發的策略性擴張、人工智慧推理工作負載和近邊緣部署策略的快速普及，以及分散式邊緣推理和本地加速中心的演進。

本研究客觀地結合了一手和二手訊息，包括來自主要行業相關人員的資訊。報告內容涵蓋主要企業分析、全面的市場規模數據、區域細分分析以及供應商格局。報告包含歷史數據和預測數據。

本研究指出，液冷架構和高密度機架基礎設施的普及是未來幾年全球資料中心GPU市場成長的關鍵促進因素。此外，向以記憶體為中心的架構轉型、高頻寬整合以及人工智慧主導地位和客製化晶片在區域資料中心走廊的擴展，預計也將產生巨大的市場需求。

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年全球資料中心GPU市場
• 2020-2024年部署細分市場分析
• 類型細分市場分析 2020-2024
• 2020-2024年技術細分市場分析
• 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

• 人工智慧的影響：全球資料中心GPU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：依部署方式

• 比較：依部署方式
• 現場
• 雲
• 市場機會：依發展階段分類

第9章 市場細分：依類型

• 比較：按類型
• 訓練
• 推理
• 市場機會：按類型分類

第10章 市場區隔：依技術分類

• 比較：按技術
• 人工智慧世代
• 機器學習
• 自然語言處理（NLP）
• 電腦視覺
• 市場機會：依技術分類

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
  • 印度
  • 日本
  • 韓國
  • 新加坡
  • 澳洲
• 歐洲
  • 德國
  • 英國
  • 法國
  • 義大利
  • 荷蘭
  • 西班牙
• 南美洲
  • 巴西
  • 阿根廷
  • 智利
• 中東和非洲
  • 阿拉伯聯合大公國
  • 沙烏地阿拉伯
  • 南非
  • 以色列
  • 埃及
• 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 Web Services Inc.
• Broadcom Inc.
• Cerebras Systems Inc.
• Fujitsu Ltd.
• Google LLC
• Groq Inc.
• Huawei Technologies Co. Ltd.
• IBM Corp.
• Intel Corp.
• Microsoft Corp.
• NVIDIA Corp.
• Qualcomm Inc.
• SambaNova Systems Inc.
• Tenstorrent Inc.

第16章附錄

The global data center gpu market is forecasted to grow by USD 125433.2 mn during 2025-2030, accelerating at a CAGR of 15.8% during the forecast period. The report on the global data center gpu 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 strategic expansion of ai training and trillion-parameter model development, rapid proliferation of ai inference workloads and near-edge deployment strategies, evolution of distributed edge-inference and localized acceleration hubs.

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 data center gpu market is segmented as below:

By Deployment

• On-premises
• Cloud

By Type

• Training
• Inference

By Technology

• Generative AI
• ML
• NLP
• Computer vision

Geography

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

This study identifies the proliferation of liquid cooling architectures and high-density rack infrastructure as one of the prime reasons driving the global data center gpu market growth during the next few years. Also, structural transition toward memory-centric architectures and high-bandwidth integration and expansion of ai sovereignty and custom silicon in regional data center corridors will lead to sizable demand in the market.

The report on the global data center gpu market covers the following areas:

• Global data center gpu market sizing
• Global data center gpu market forecast
• Global data center gpu 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 data center gpu market vendors that include Advanced Micro Devices Inc., Alibaba Group Holding Ltd., Amazon Web Services Inc., Baidu Inc., Broadcom Inc., Cerebras Systems Inc., Etched, Fujitsu Ltd., Google LLC, Graphcore Ltd., Groq Inc., Huawei Technologies Co. Ltd., IBM Corp., Intel Corp., Microsoft Corp., NVIDIA Corp., Qualcomm Inc., Rivos Inc., SambaNova Systems Inc., Tenstorrent Inc.. Also, the global data center gpu 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 Deployment
  • Executive Summary - Chart on Market Segmentation by Type
  • Executive Summary - Chart on Market Segmentation by Technology
  • 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 Data Center GPU Market 2020 - 2024
  • Historic Market Size - Data Table on Global Data Center GPU Market 2020 - 2024 ($ million)
• 5.2 Deployment segment analysis 2020 - 2024
  • Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
• 5.3 Type segment analysis 2020 - 2024
  • Historic Market Size - Type Segment 2020 - 2024 ($ million)
• 5.4 Technology segment analysis 2020 - 2024
  • Historic Market Size - Technology 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 in global data center GPU 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 Deployment

• 8.1 Market segments
• 8.2 Comparison by Deployment
• 8.3 On-premises - Market size and forecast 2025-2030
• 8.4 Cloud - Market size and forecast 2025-2030
• 8.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

9 Market Segmentation by Type

• 9.1 Market segments
• 9.2 Comparison by Type
• 9.3 Training - Market size and forecast 2025-2030
• 9.4 Inference - Market size and forecast 2025-2030
• 9.5 Market opportunity by Type
  • Market opportunity by Type ($ million)

10 Market Segmentation by Technology

• 10.1 Market segments
• 10.2 Comparison by Technology
• 10.3 Generative AI - Market size and forecast 2025-2030
• 10.4 ML - Market size and forecast 2025-2030
• 10.5 NLP - Market size and forecast 2025-2030
• 10.6 Computer vision - Market size and forecast 2025-2030
• 10.7 Market opportunity by Technology
  • Market opportunity by Technology ($ 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 India - Market size and forecast 2025-2030
  • 12.4.3 Japan - Market size and forecast 2025-2030
  • 12.4.4 South Korea - Market size and forecast 2025-2030
  • 12.4.5 Singapore - Market size and forecast 2025-2030
  • 12.4.6 Australia - 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 The Netherlands - Market size and forecast 2025-2030
  • 12.5.6 Spain - Market size and forecast 2025-2030
• 12.6 South America - Market size and forecast 2025-2030
  • 12.6.1 Brazil - Market size and forecast 2025-2030
  • 12.6.2 Argentina - Market size and forecast 2025-2030
  • 12.6.3 Chile - Market size and forecast 2025-2030
• 12.7 Middle East and Africa - Market size and forecast 2025-2030
  • 12.7.1 UAE - Market size and forecast 2025-2030
  • 12.7.2 Saudi Arabia - Market size and forecast 2025-2030
  • 12.7.3 South Africa - Market size and forecast 2025-2030
  • 12.7.4 Israel - Market size and forecast 2025-2030
  • 12.7.5 Egypt - 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
  • Strategic expansion of AI training and trillion-parameter model development
  • Rapid proliferation of AI inference workloads and near-edge deployment strategies
  • Evolution of distributed edge-inference and localized acceleration hubs
• 13.2 Market challenges
  • Supply chain volatility and structural shortage of high-bandwidth memory
  • Regulatory oversight and energy sovereignty crisis
  • Software ecosystem monopoly and barrier of code portability
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 13.4 Market opportunities
  • Proliferation of liquid cooling architectures and high-density rack infrastructure
  • Structural transition toward memory-centric architectures and high-bandwidth integration
  • Expansion of AI sovereignty and custom silicon in regional data center corridors

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 Web Services Inc.
  • Amazon Web Services Inc. - Overview
  • Amazon Web Services Inc. - Product / Service
  • Amazon Web Services Inc. - Key news
  • Amazon Web Services Inc. - Key offerings
  • SWOT
• 15.6 Broadcom Inc.
  • Broadcom Inc. - Overview
  • Broadcom Inc. - Business segments
  • Broadcom Inc. - Key news
  • Broadcom Inc. - Key offerings
  • Broadcom Inc. - Segment focus
  • SWOT
• 15.7 Cerebras Systems Inc.
  • Cerebras Systems Inc. - Overview
  • Cerebras Systems Inc. - Product / Service
  • Cerebras Systems Inc. - Key offerings
  • SWOT
• 15.8 Fujitsu Ltd.
  • Fujitsu Ltd. - Overview
  • Fujitsu Ltd. - Business segments
  • Fujitsu Ltd. - Key news
  • Fujitsu Ltd. - Key offerings
  • Fujitsu Ltd. - Segment focus
  • 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 Huawei Technologies Co. Ltd.
  • Huawei Technologies Co. Ltd. - Overview
  • Huawei Technologies Co. Ltd. - Business segments
  • Huawei Technologies Co. Ltd. - Key news
  • Huawei Technologies Co. Ltd. - Key offerings
  • Huawei Technologies Co. Ltd. - Segment focus
  • SWOT
• 15.12 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 15.13 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key news
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
  • SWOT
• 15.14 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 15.15 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
  • SWOT
• 15.16 Qualcomm Inc.
  • Qualcomm Inc. - Overview
  • Qualcomm Inc. - Business segments
  • Qualcomm Inc. - Key news
  • Qualcomm Inc. - Key offerings
  • Qualcomm Inc. - Segment focus
  • SWOT
• 15.17 SambaNova Systems Inc.
  • SambaNova Systems Inc. - Overview
  • SambaNova Systems Inc. - Product / Service
  • SambaNova Systems Inc. - Key offerings
  • 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