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全球人工智慧推理市场按计算、记忆体、网路、部署、应用、最终用户和地区划分 - 预测至 2030 年
市场调查报告书
商品编码
1669772

全球人工智慧推理市场按计算、记忆体、网路、部署、应用、最终用户和地区划分 - 预测至 2030 年

AI Inference Market by Compute (GPU, CPU, FPGA), Memory (DDR, HBM), Network (NIC/Network Adapters, Interconnect), Deployment (On-premises, Cloud, Edge), Application (Generative AI, Machine Learning, NLP, Computer Vision) - Global Forecast to 2030
出版日期: | 出版商: MarketsandMarkets | 英文 366 Pages | 订单完成后即时交付

价格

预计2025年AI推理市场价值将达到1061.5亿美元，预计2025年至2030年期间复合年增长率为19.2%，到2030年将达到2549.8亿美元。

人工智慧推理市场受到资料生成的指数级增长、连网型设备、社交媒体平台和数位转型倡议的激增所驱动。大量资料的涌入需要高效的推理系统，能够即时提取有意义的见解，从而使企业保持竞争力并快速做出反应。此外，对个人化使用者体验的日益重视，例如电子商务和内容平台中的建议系统，正在推动对人工智慧推理的需求，以便快速准确地提供客製化结果。此外，医疗保健和金融等领域的法规和合规要求正在推动组织采用人工智慧推理来执行诈欺检测、风险评估和诊断等任务，确保准确性和扩充性。

研究范围
调查年份 2020-2030
基准年 2024
预测期 2025-2030
考虑单位 金额（十亿美元）
按细分市场 按计算、记忆体、网路、部署、使用、最终用户、区域
目标区域 北美、欧洲、亚太地区、世界其他地区

机器学习在人工智慧推理市场中占据了很大的市场占有率，这得益于各行业中ML应用的不断扩大。机器学习模型，尤其是深度学习和强化学习演算法，需要大量运算资源才能有效训练和部署。随着企业不断采用机器学习进行预测分析、推荐引擎、自主系统等，对包括高效能 GPU、TPU 和专用 AI 加速器在内的强大基础设施的需求变得至关重要。 Google云端（美国）、亚马逊网路服务（美国）和微软 Azure（美国）等科技公司正在增强其 AI 产品以处理更复杂的 ML 模型，并提供 TPU V4 和 NVIDIA A100 GPU 等解决方案。

在AI推理市场中，企业领域预计将显示出最高的成长率。企业正在广泛采用人工智慧解决方案来提高业务效率、提供个人化的客户体验并推动创新。企业拥有在客户服务、供应链优化和预测分析等领域部署大规模人工智慧模型的资源和基础设施。医疗保健公司正在使用人工智慧进行医学影像和诊断，金融机构正在使用它进行诈骗和风险检测，零售公司正在使用它进行基于人工智慧的推荐系统和库存管理。企业 AI 平台的进步将进一步推动这一成长，简化 AI 应用程式的部署和扩展。例如，2024年5月，Nutanix（美国）与NVIDIA Corporation（美国）合作，推动生成式AI的采用。 Nutanix GPT-in-a-Box 2.0 与 NVIDIA 的 NIM 推理微服务的整合将使企业能够在中心和边缘部署可扩展、安全且高效能的 GenAI 应用程式。 Nutanix 平台简化了 AI 模型的部署，减少了对专业 AI 专业知识的需求，使企业能够执行其 AI 策略。这些创新凸显了公司为了获得竞争优势和改善业务而在人工智慧推理方面不断增加的投资。

本报告研究了全球人工智慧推理市场，并从计算、记忆体、网路、部署、应用、最终用户和区域趋势等方面对市场进行了详细分析，并介绍了参与市场的公司概况。

目录

第 1 章 简介

第二章调查方法

第三章执行摘要

第 4 章重要考察

第五章 市场概况

  • 介绍
  • 市场动态
  • 影响客户业务的趋势/中断
  • 定价分析
  • 价值链分析
  • 生态系分析
  • 投资金筹措场景
  • 技术分析
  • 专利分析
  • 贸易分析
  • 2025-2026 年重要会议与活动
  • 案例研究分析
  • 监管状态
  • 波特五力分析
  • 主要相关人员和采购标准

第 6 章 AI 推理市场（按计算）

  • 介绍
  • GPU
  • CPU
  • FPGA
  • NPU
  • TPU
  • FSD
  • INFERENTIA
  • T-HEAD
  • MTIA
  • LPU
  • 其他的

第 7 章 AI 推理市场（按记忆体划分）

  • 介绍
  • DDR
  • HBM

第 8 章 AI 推理市场（按网路）

  • 介绍
  • NIC/网路适配器
  • 互连

第 9 章 AI 推理市场（按部署）

  • 介绍
  • 本地
  • 云
  • 边缘

第 10 章 人工智慧推理市场（按应用）

  • 介绍
  • 生成式人工智慧
  • 机器学习
  • 自然语言处理
  • 电脑视觉

第 11 章 人工智慧推理市场（按最终用户划分）

  • 介绍
  • 消费者
  • 云端服务供应商
  • 企业
  • 政府

第 12 章 人工智慧推理市场（按地区）

  • 介绍
  • 北美洲
    • 北美宏观经济展望
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 欧洲宏观经济展望
    • 英国
    • 德国
    • 法国
    • 义大利
    • 西班牙
    • 其他的
  • 亚太地区
    • 亚太宏观经济展望
    • 中国
    • 日本
    • 印度
    • 韩国
    • 其他的
  • 其他地区
    • 世界其他地区宏观经济展望
    • 中东
    • 非洲
    • 南美洲

第十三章 竞争格局

  • 介绍
  • 2020 年至 2024 年主要参与企业的策略/优势
  • 2022-2024 年收益分析
  • 2024 年市场占有率分析
  • 企业估值与财务指标
  • 品牌/产品比较
  • 公司估值矩阵：主要参与企业，2024 年
  • 公司估值矩阵：Start-Ups/中小企业，2024 年
  • 竞争场景

第十四章 公司简介

  • 主要参与企业
    • NVIDIA CORPORATION
    • ADVANCED MICRO DEVICES, INC.
    • INTEL CORPORATION
    • SK HYNIX INC.
    • SAMSUNG
    • MICRON TECHNOLOGY, INC.
    • APPLE INC.
    • QUALCOMM TECHNOLOGIES, INC.
    • HUAWEI TECHNOLOGIES CO., LTD.
    • GOOGLE
    • AMAZON WEB SERVICES, INC.
    • TESLA
    • MICROSOFT
    • META
    • T-HEAD
    • GRAPHCORE
    • CEREBRAS
  • 其他公司
    • MYTHIC
    • BLAIZE
    • GROQ, INC.
    • HAILO TECHNOLOGIES LTD.
    • SIMA TECHNOLOGIES, INC.
    • KNERON, INC.
    • TENSTORRENT
    • SAMBANOVA SYSTEMS, INC.
    • SAPEON INC.
    • REBELLIONS INC.
    • SHANGHAI BIREN TECHNOLOGY CO., LTD.

第十五章 附录

Product Code: SE 9299

The AI Inference market is expected to be worth USD 106.15 billion in 2025 and is estimated to reach USD 254.98 billion by 2030, growing at a CAGR of 19.2% between 2025 and 2030. The AI inference market is being driven by the exponential increase in data generation, fueled by the widespread use of connected devices, social media platforms, and digital transformation initiatives. This massive influx of data necessitates efficient inference systems to extract meaningful insights in real time, enabling businesses to stay competitive and responsive. Additionally, the growing emphasis on personalized user experiences, such as recommendation systems in e-commerce and content platforms, has heightened the demand for AI inference to deliver tailored outcomes swiftly and accurately. Furthermore, regulatory and compliance requirements in sectors like healthcare and finance are pushing organizations to adopt AI inference for tasks such as fraud detection, risk assessment, and diagnostics, ensuring both accuracy and scalability.

Scope of the Report
Years Considered for the Study2020-2030
Base Year2024
Forecast Period2025-2030
Units ConsideredValue (USD Billion)
SegmentsBy Compute, Memory, Network, Deployment, Application, End User, and Region
Regions coveredNorth America, Europe, APAC, RoW

"Machine Learning segment holds highest market share in 2024."

Machine Learning holds high market share in the AI inference market, which is driven by the expanding use of ML applications across various industries. Machine learning models, especially deep learning and reinforcement learning algorithms, require extensive computational resources to train and deploy effectively. This requirement of robust infrastructure, such as high performance GPUs, TPUs and dedicated AI accelerators, becomes essential as organizations continue to bring in machine learning for prediction analytics, recommendation engines, autonomous systems, etc. Technology companies such as Google Cloud (USA), Amazon Web Services (USA), and Microsoft Azure (USA) are enhancing their AI products to accommodate more complex ML models and providing solutions such as TPU V4 and NVIDIA'S A100 GPUs. Recent advancements such as Gcore's introduction of "Inference at the Edge" in June 2024 accelerate this trend even further through provision of nanosecond-order low-latency AI processing utilizing high-performance, strategically located nodes equipped with NVIDIA L40S GPUs. These platforms support both fundamental and custom machine learning models, including popular open-source foundation models like LLAMA Pro 8B, Mistral 7B, and Stable-Diffusion XL, paving the way towards versatility and flexibility for various scenarios. This alliance of scalability, accessibility, and state-of-the-art infrastructure reinforces machine learning's dominance in the AI inference market.

"Enterprises is projected to grow at a high CAGR of AI Inference market during the forecasted timeline"

The enterprise segment will have the highest growth rate in the AI Inference market. Enterprises have widely adopted AI solutions for better operational efficiency, offer personalized customer experience and to drive innovation. Enterprises have resources and infrastructure to deploy large-scale AI models in domains such as customer service, supply chain optimization, and predictive analytics. Healthcare enterprise use AI for medical imaging and diagnostics, financial organizations for fraud and risk detection, and retailer for AI-based recommendation system and inventory management. This growth is further propelled by rise in advancements in enterprise-focused AI platforms that simplify the deployment and scale AI applications. For instance, In May 2024, Nutanix (US) collaborated with NVIDIA Corporation (US) in order to boost adoption for generative AI . This integration of Nutanix's GPT-in-a-Box 2.0 with NVIDIA'S NIM inference microservices will enable enterprises to deploy scalable, secure, and high-performance GenAI applications both centrally and at the edge. With its platform, Nutanix simplifies the deployment of AI models and reduces the need for specialized AI expertise and empowers businesses to implement AI strategies. These innovations highlight the increasing rate at which enterprises are investing in AI inference for competitive advantages and operational improvement.

"Asia Pacific is expected to hold high CAGR in during the forecast period."

The AI inference market in Asia Pacific will grow at a high CAGR in the forecast period. Asia Pacific has seen remarkable progress in AI research, development, and deployment. Countries like China, Japan, South Korea, and Singapore are making substantial investments in AI research and infrastructure. Strong collaborations among academia, industry and government in these countries have resulted in innovations in machine learning, natural language processing, computer vision, and robotics. For instance, In October 2024, Nvidia Corporation (US) made strategic plans and collaborations in India, such as partnerships with Yotta, E2E Networks, and Netweb, to promote the use of AI technologies and create AI "factories" specific to the Indian market. These collaborations are aimed at accelerating AI inference with Nvidia's high-end GPUs, software, and networking features, including Yotta's Shakti Cloud providing Nvidia Inference Microservices (NIM) and E2E for access to Nvidia's H200 GPUs. Netweb's manufacturing of Tyrone servers based on Nvidia's MGX reference design also complements these efforts. These developments will substantially increase demand for AI inference solutions in India by allowing companies to handle sophisticated workloads, drive AI adoption in Asia Pacific, and assist startups with innovative accelerator programs.

Extensive primary interviews were conducted with key industry experts in the AI Inference market space to determine and verify the market size for various segments and subsegments gathered through secondary research. The break-up of primary participants for the report has been shown below: 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 - 40%, Tier 2 - 25%, and Tier 3 - 35%
  • By Designation: C-level Executives - 50%, Directors - 20%, and Others - 30%
  • By Region: North America - 40%, Europe - 20%, Asia Pacific - 30%, and RoW - 10%

The report profiles key players in the AI Inference market with their respective market ranking analysis. Prominent players profiled in this report are NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), SK HYNIX INC. (South Korea), SAMSUNG (South Korea), Micron Technology, Inc. (US), Apple Inc. (US), Qualcomm Technologies, Inc. (US), Huawei Technologies Co., Ltd. (China), Google (US), Amazon Web Services, Inc. (US), Tesla (US), Microsoft (US), Meta (US), T-Head (China), Graphcore (UK), and Cerebras (US), among others.

Apart from this, Mythic (US), Blaize (US), Groq, Inc. (US), HAILO TECHNOLOGIES LTD (Israel), SiMa Technologies, Inc. (US), Kneron, Inc. (US), Tenstorrent (Canada), SambaNova Systems, Inc. (US), SAPEON Inc. (US), Rebellions Inc. (South Korea), Shanghai BiRen Technology Co., Ltd. (China) are among a few emerging companies in the AI Inference market.

Research Coverage: This research report categorizes the AI Inference market based on compute, memory, network, deployment, application, end user, and region. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the AI Inference market and forecasts the same till 2030. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the AI Inference ecosystem.

Key Benefits of Buying the Report The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI Inference market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

  • Analysis of key drivers (Growing need for real-time processing at edge devices, Advanced cloud platforms offering specialized AI inference services, and Enhanced GPU capabilities for inference tasks) influencing the growth of the AI inference market.
  • Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI inference market.
  • Market Development: Comprehensive information about lucrative markets - the report analysis the AI inference market across varied regions
  • Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI inference market
  • Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), SK HYNIX INC. (South Korea), SAMSUNG (South Korea), among others in the AI inference market.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED AND REGIONAL SCOPE
    • 1.3.2 INCLUSIONS AND EXCLUSIONS
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
  • 1.5 UNIT CONSIDERED
  • 1.6 LIMITATIONS
  • 1.7 STAKEHOLDERS

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • 2.1.1 SECONDARY AND PRIMARY RESEARCH
    • 2.1.2 SECONDARY DATA
      • 2.1.2.1 List of key secondary sources
      • 2.1.2.2 Key data from secondary sources
    • 2.1.3 PRIMARY DATA
      • 2.1.3.1 List of primary interview participants
      • 2.1.3.2 Breakdown of primaries
      • 2.1.3.3 Key data from primary sources
      • 2.1.3.4 Key industry insights
  • 2.2 MARKET SIZE ESTIMATION METHODOLOGY
    • 2.2.1 BOTTOM-UP APPROACH
      • 2.2.1.1 Approach to arrive at market size using bottom-up analysis (demand side)
    • 2.2.2 TOP-DOWN APPROACH
      • 2.2.2.1 Approach to arrive at market size using top-down analysis (supply side)
  • 2.3 DATA TRIANGULATION
  • 2.4 RESEARCH ASSUMPTIONS
  • 2.5 RISK ANALYSIS
  • 2.6 RESEARCH LIMITATIONS

3 EXECUTIVE SUMMARY

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN AI INFERENCE MARKET
  • 4.2 AI INFERENCE MARKET, BY COMPUTE
  • 4.3 AI INFERENCE MARKET, BY MEMORY
  • 4.4 AI INFERENCE MARKET, BY NETWORK
  • 4.5 AI INFERENCE MARKET, BY APPLICATION
  • 4.6 AI INFERENCE MARKET, BY END USER
  • 4.7 AI INFRASTRUCTURE MARKET, BY REGION
  • 4.8 AI INFERENCE MARKET, BY COUNTRY

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • 5.2.1 DRIVERS
      • 5.2.1.1 Growing demand for real-time processing on edge devices
      • 5.2.1.2 Growth of advanced cloud platforms offering specialized AI inference services
      • 5.2.1.3 Enhanced GPU capabilities for inference tasks
    • 5.2.2 RESTRAINTS
      • 5.2.2.1 Computational workload and high power consumption
      • 5.2.2.2 Shortage of skilled workforce
    • 5.2.3 OPPORTUNITIES
      • 5.2.3.1 Growth of AI-enabled healthcare and diagnostics
      • 5.2.3.2 Advancements in natural language processing for improved customer experience
      • 5.2.3.3 Increasing demand for real-time data processing and analytics
    • 5.2.4 CHALLENGES
      • 5.2.4.1 Data privacy concerns
      • 5.2.4.2 Supply chain disruptions
  • 5.3 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
  • 5.4 PRICING ANALYSIS
    • 5.4.1 INDICATIVE PRICING OF KEY PLAYERS, BY COMPUTE
    • 5.4.2 AVERAGE SELLING PRICE TREND, BY REGION
  • 5.5 VALUE CHAIN ANALYSIS
  • 5.6 ECOSYSTEM ANALYSIS
  • 5.7 INVESTMENT AND FUNDING SCENARIO
  • 5.8 TECHNOLOGY ANALYSIS
    • 5.8.1 KEY TECHNOLOGIES
      • 5.8.1.1 GenAI workload
      • 5.8.1.2 High bandwidth memory (HBM)
      • 5.8.1.3 High-performance computing (HPC)
    • 5.8.2 COMPLEMENTARY TECHNOLOGIES
      • 5.8.2.1 High-speed interconnects
      • 5.8.2.2 Edge computing infrastructure
      • 5.8.2.3 Data center power management and cooling system
    • 5.8.3 ADJACENT TECHNOLOGIES
      • 5.8.3.1 Cloud AI services
      • 5.8.3.2 AI development frameworks
  • 5.9 PATENT ANALYSIS
  • 5.10 TRADE ANALYSIS
    • 5.10.1 IMPORT SCENARIO (HS CODE 854231)
    • 5.10.2 EXPORT SCENARIO (HS CODE 854231)
  • 5.11 KEY CONFERENCES AND EVENTS, 2025-2026
  • 5.12 CASE STUDY ANALYSIS
    • 5.12.1 AI-POWERED RADIATION THERAPY OPTIMIZATION WITH INTEL CORPORATION AND SIEMENS HEALTHINEERS
    • 5.12.2 ARTIFICIAL INTELLIGENCE ACCELERATES DARK MATTER SEARCH WITH ADVANCED MICRO DEVICES, INC. FPGAS
    • 5.12.3 SERVING INFERENCE FOR LLMS: A CASE STUDY WITH NVIDIA TRITON INFERENCE SERVER AND ELEUTHER AI
    • 5.12.4 FINCH COMPUTING REDUCES INFERENCE COSTS USING AWS INFERENTIA FOR LANGUAGE TRANSLATION
  • 5.13 REGULATORY LANDSCAPE
    • 5.13.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
    • 5.13.2 STANDARDS
  • 5.14 PORTER'S FIVE FORCES ANALYSIS
    • 5.14.1 THREAT OF NEW ENTRANTS
    • 5.14.2 THREAT OF SUBSTITUTES
    • 5.14.3 BARGAINING POWER OF SUPPLIERS
    • 5.14.4 BARGAINING POWER OF BUYERS
    • 5.14.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.15 KEY STAKEHOLDERS AND BUYING CRITERIA
    • 5.15.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • 5.15.2 BUYING CRITERIA

6 AI INFERENCE MARKET, BY COMPUTE

  • 6.1 INTRODUCTION
  • 6.2 GPU
    • 6.2.1 ABILITY TO HANDLE AI WORKLOADS AND PROCESS VAST DATA VOLUMES TO BOOST ADOPTION
  • 6.3 CPU
    • 6.3.1 RISING DEMAND FOR VERSATILE AND GENERAL-PURPOSE AI PROCESSING TO BOOST MARKET GROWTH
  • 6.4 FPGA
    • 6.4.1 INCREASING NEED FOR FLEXIBILITY AND CUSTOMIZATION FOR AI WORKLOADS TO SPUR DEMAND
  • 6.5 NPU
    • 6.5.1 RISING DEMAND FOR HIGH-END SMARTPHONES TO DRIVE SEGMENTAL GROWTH
  • 6.6 TPU
    • 6.6.1 NEED FOR FASTER PROCESSING IN AI RESEARCH AND APPLICATION DEVELOPMENT TO BOOST DEMAND
  • 6.7 FSD
    • 6.7.1 DEMAND FOR HIGH-PERFORMANCE, ENERGY-EFFICIENT AI PROCESSING IN AUTONOMOUS VEHICLES TO FUEL ADOPTION
  • 6.8 INFERENTIA
    • 6.8.1 ABILITY TO TRAIN COMPLEX AI AND DEEP LEARNING MODELS TO DRIVE ADOPTION
  • 6.9 T-HEAD
    • 6.9.1 RISING DEMAND FOR CUSTOMIZED, HIGH-PERFORMANCE AI CHIPS ACROSS CHINESE DATA CENTERS TO STIMULATE MARKET GROWTH
  • 6.10 MTIA
    • 6.10.1 META'S EXPANSION INTO AR, VR, AND METAVERSE TO FUEL MARKET GROWTH
  • 6.11 LPU
    • 6.11.1 INCREASING NEED TO HANDLE COMPLEX NLP AND LANGUAGE- BASED AI TASKS TO ACCELERATE DEMAND
  • 6.12 OTHER ASICS

7 AI INFERENCE MARKET, BY MEMORY

  • 7.1 INTRODUCTION
  • 7.2 DDR
    • 7.2.1 RISING ADOPTION OF AI-ENABLED CPUS IN DATA CENTERS TO SUPPORT MARKET GROWTH
  • 7.3 HBM
    • 7.3.1 ELEVATING NEED FOR HIGH THROUGHPUT IN DATA-INTENSIVE AI TASKS TO FUEL MARKET GROWTH

8 AI INFERENCE MARKET, BY NETWORK

  • 8.1 INTRODUCTION
  • 8.2 NIC/NETWORK ADAPTERS
    • 8.2.1 INFINIBAND
      • 8.2.1.1 Growing utilization of HPC and AI models to minimize latency and maximize throughput to boost segmental growth
    • 8.2.2 ETHERNET
      • 8.2.2.1 Rising demand for scalable and cost-effective networking solutions to propel growth
  • 8.3 INTERCONNECTS
    • 8.3.1 GROWING COMPLEXITY OF AI MODELS REQUIRING HIGH-BANDWIDTH DATA PATHS TO FUEL DEMAND

9 AI INFERENCE MARKET, BY DEPLOYMENT

  • 9.1 INTRODUCTION
  • 9.2 ON-PREMISES
    • 9.2.1 GROWING DATA PRIVACY CONCERNS TO DRIVE MARKET
  • 9.3 CLOUD
    • 9.3.1 ABILITY TO SCALE RESOURCES ON DEMAND TO BOOST GROWTH
  • 9.4 EDGE
    • 9.4.1 INCREASING APPLICATION IN HEALTHCARE, AUTOMOTIVE, AND INDUSTRIAL AUTOMATION TO FOSTER MARKET GROWTH

10 AI INFERENCE MARKET, BY APPLICATION

  • 10.1 INTRODUCTION
  • 10.2 GENERATIVE AI
    • 10.2.1 RULE-BASED MODELS
      • 10.2.1.1 Integration with ML and deep learning to offer lucrative growth opportunities
    • 10.2.2 STATISTICAL MODELS
      • 10.2.2.1 Growing application in finance, economics, and healthcare sectors to fuel market growth
    • 10.2.3 DEEP LEARNING
      • 10.2.3.1 Ability to advance AI technologies to boost demand
    • 10.2.4 GENERATIVE ADVERSARIAL NETWORKS (GANS)
      • 10.2.4.1 Need to handle large-scale data to fuel market growth
    • 10.2.5 AUTOENCODERS
      • 10.2.5.1 Increasing use in data processing, anomaly detection, and feature extraction to accelerate demand
    • 10.2.6 CONVOLUTIONAL NEURAL NETWORKS (CNNS)
      • 10.2.6.1 Rising number of autonomous vehicles and smart cities to drive market
    • 10.2.7 TRANSFORMER MODELS
      • 10.2.7.1 Growing popularity of GPT models and BERT to offer lucrative growth opportunities
  • 10.3 MACHINE LEARNING
    • 10.3.1 RISING APPLICATION FOR REAL-TIME DECISION-MAKING AND DATA ANALYSIS TO FOSTER MARKET GROWTH
  • 10.4 NATURAL LANGUAGE PROCESSING
    • 10.4.1 GROWING DEMAND FOR SENTIMENT ANALYSIS, LANGUAGE TRANSLATION, AND SPEECH RECOGNITION TO DRIVE MARKET
  • 10.5 COMPUTER VISION
    • 10.5.1 ESCALATING NEED FOR ADVANCED PROCESSING CAPABILITIES TO BOOST DEMAND

11 AI INFERENCE MARKET, BY END USER

  • 11.1 INTRODUCTION
  • 11.2 CONSUMER
    • 11.2.1 GROWING ADOPTION OF AI-ENABLED PERSONAL DEVICES TO PROPEL MARKET
  • 11.3 CLOUD SERVICE PROVIDERS
    • 11.3.1 SURGING AI WORKLOADS AND CLOUD ADOPTION TO STIMULATE MARKET GROWTH
  • 11.4 ENTERPRISES
    • 11.4.1 HEALTHCARE
      • 11.4.1.1 Growing demand for personalized treatment to fuel market growth
    • 11.4.2 BFSI
      • 11.4.2.1 Rising focus on enhancing security and improving customer services to foster market growth
    • 11.4.3 AUTOMOTIVE
      • 11.4.3.1 Growing focus on safe and enhanced driving experiences to fuel demand
    • 11.4.4 RETAIL & E-COMMERCE
      • 11.4.4.1 Rapid shift toward data-centric models to enhance customer engagement to accelerate demand
    • 11.4.5 MEDIA & ENTERTAINMENT
      • 11.4.5.1 Rising demand for content recommendation engines and interactive media experiences to foster market growth
    • 11.4.6 OTHERS
  • 11.5 GOVERNMENT ORGANIZATIONS
    • 11.5.1 GROWING NEED TO ENHANCE PUBLIC SAFETY AND SECURITY TO OFFER LUCRATIVE GROWTH OPPORTUNITIES

12 AI INFERENCE MARKET, BY REGION

  • 12.1 INTRODUCTION
  • 12.2 NORTH AMERICA
    • 12.2.1 MACROECONOMIC OUTLOOK FOR NORTH AMERICA
    • 12.2.2 US
      • 12.2.2.1 Presence of established AI inference manufacturers to drive market
    • 12.2.3 CANADA
      • 12.2.3.1 Growing emphasis on commercializing AI to offer lucrative growth opportunities
    • 12.2.4 MEXICO
      • 12.2.4.1 Rapid digital transformation and surging adoption of cloud computing to fuel market growth
  • 12.3 EUROPE
    • 12.3.1 MACROECONOMIC OUTLOOK FOR EUROPE
    • 12.3.2 UK
      • 12.3.2.1 Growing investments in data center infrastructure to boost demand
    • 12.3.3 GERMANY
      • 12.3.3.1 Increasing adoption of smart technologies to boost manufacturing to drive market
    • 12.3.4 FRANCE
      • 12.3.4.1 Rising government-led initiatives to strengthen AI technology to fuel market growth
    • 12.3.5 ITALY
      • 12.3.5.1 Rising emphasis on developing digital infrastructure to offer lucrative growth opportunities
    • 12.3.6 SPAIN
      • 12.3.6.1 Rapid adoption of cloud computing to accelerate demand
    • 12.3.7 REST OF EUROPE
  • 12.4 ASIA PACIFIC
    • 12.4.1 MACROECONOMIC OUTLOOK FOR ASIA PACIFIC
    • 12.4.2 CHINA
      • 12.4.2.1 Proliferation of IoT devices to drive market
    • 12.4.3 JAPAN
      • 12.4.3.1 Rising investments to boost cloud infrastructure to foster market growth
    • 12.4.4 INDIA
      • 12.4.4.1 Government-led initiatives to boost AI infrastructure to offer lucrative growth opportunities
    • 12.4.5 SOUTH KOREA
      • 12.4.5.1 Thriving semiconductor industry to drive market
    • 12.4.6 REST OF ASIA PACIFIC
  • 12.5 ROW
    • 12.5.1 MACROECONOMIC OUTLOOK FOR ROW
    • 12.5.2 MIDDLE EAST
      • 12.5.2.1 Growing emphasis on digital transformation and technological innovation to drive market
      • 12.5.2.2 GCC
      • 12.5.2.3 Rest of Middle East
    • 12.5.3 AFRICA
      • 12.5.3.1 Growing need for managing advanced data processing requirements to fuel market growth
    • 12.5.4 SOUTH AMERICA
      • 12.5.4.1 Growing need for flexible and secure cloud storage solutions to accelerate demand

13 COMPETITIVE LANDSCAPE

  • 13.1 INTRODUCTION
  • 13.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020-2024
  • 13.3 REVENUE ANALYSIS, 2022-2024
  • 13.4 MARKET SHARE ANALYSIS, 2024
  • 13.5 COMPANY VALUATION AND FINANCIAL METRICS
  • 13.6 BRAND/PRODUCT COMPARISON
  • 13.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024
    • 13.7.1 STARS
    • 13.7.2 EMERGING LEADERS
    • 13.7.3 PERVASIVE PLAYERS
    • 13.7.4 PARTICIPANTS
    • 13.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2024
      • 13.7.5.1 Company footprint
      • 13.7.5.2 Compute footprint
      • 13.7.5.3 Memory footprint
      • 13.7.5.4 Network footprint
      • 13.7.5.5 Deployment footprint
      • 13.7.5.6 Application footprint
      • 13.7.5.7 End user footprint
      • 13.7.5.8 Region footprint
  • 13.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2024
    • 13.8.1 PROGRESSIVE COMPANIES
    • 13.8.2 RESPONSIVE COMPANIES
    • 13.8.3 DYNAMIC COMPANIES
    • 13.8.4 STARTING BLOCKS
    • 13.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2024
      • 13.8.5.1 Detailed list of key startups/SMEs
      • 13.8.5.2 Competitive benchmarking of key startups/SMEs
  • 13.9 COMPETITIVE SCENARIO
    • 13.9.1 PRODUCT LAUNCHES
    • 13.9.2 DEALS

14 COMPANY PROFILES

  • 14.1 KEY PLAYERS
    • 14.1.1 NVIDIA CORPORATION
      • 14.1.1.1 Business overview
      • 14.1.1.2 Products/Solutions/Services offered
      • 14.1.1.3 Recent developments
        • 14.1.1.3.1 Product launches
        • 14.1.1.3.2 Deals
      • 14.1.1.4 MnM view
        • 14.1.1.4.1 Key strengths
        • 14.1.1.4.2 Strategic choices
        • 14.1.1.4.3 Weaknesses and competitive threats
    • 14.1.2 ADVANCED MICRO DEVICES, INC.
      • 14.1.2.1 Business overview
      • 14.1.2.2 Products/Solutions/Services offered
      • 14.1.2.3 Recent developments
        • 14.1.2.3.1 Product launches
        • 14.1.2.3.2 Deals
      • 14.1.2.4 MnM view
        • 14.1.2.4.1 Key strengths
        • 14.1.2.4.2 Strategic choices
        • 14.1.2.4.3 Weaknesses and competitive threats
    • 14.1.3 INTEL CORPORATION
      • 14.1.3.1 Business overview
      • 14.1.3.2 Products/Solutions/Services offered
      • 14.1.3.3 Recent developments
        • 14.1.3.3.1 Product launches
        • 14.1.3.3.2 Deals
      • 14.1.3.4 MnM view
        • 14.1.3.4.1 Key strengths
        • 14.1.3.4.2 Strategic choices
        • 14.1.3.4.3 Weaknesses and competitive threats
    • 14.1.4 SK HYNIX INC.
      • 14.1.4.1 Business overview
      • 14.1.4.2 Products/Solutions/Services offered
      • 14.1.4.3 Recent developments
        • 14.1.4.3.1 Product launches
        • 14.1.4.3.2 Deals
      • 14.1.4.4 MnM view
        • 14.1.4.4.1 Key strengths
        • 14.1.4.4.2 Strategic choices
        • 14.1.4.4.3 Weaknesses and competitive threats
    • 14.1.5 SAMSUNG
      • 14.1.5.1 Business overview
      • 14.1.5.2 Products/Solutions/Services offered
      • 14.1.5.3 Recent developments
        • 14.1.5.3.1 Product launches
        • 14.1.5.3.2 Deals
      • 14.1.5.4 MnM view
        • 14.1.5.4.1 Key strengths
        • 14.1.5.4.2 Strategic choices
        • 14.1.5.4.3 Weaknesses and competitive threats
    • 14.1.6 MICRON TECHNOLOGY, INC.
      • 14.1.6.1 Business overview
      • 14.1.6.2 Products/Solutions/Services offered
      • 14.1.6.3 Recent developments
        • 14.1.6.3.1 Product launches
        • 14.1.6.3.2 Deals
    • 14.1.7 APPLE INC.
      • 14.1.7.1 Business overview
      • 14.1.7.2 Products/Solutions/Services offered
      • 14.1.7.3 Recent developments
        • 14.1.7.3.1 Product launches
        • 14.1.7.3.2 Deals
    • 14.1.8 QUALCOMM TECHNOLOGIES, INC.
      • 14.1.8.1 Business overview
      • 14.1.8.2 Products/Solutions/Services offered
      • 14.1.8.3 Recent developments
        • 14.1.8.3.1 Product launches
        • 14.1.8.3.2 Deals
    • 14.1.9 HUAWEI TECHNOLOGIES CO., LTD.
      • 14.1.9.1 Business overview
      • 14.1.9.2 Products/Solutions/Services offered
      • 14.1.9.3 Recent developments
        • 14.1.9.3.1 Product launches
        • 14.1.9.3.2 Deals
    • 14.1.10 GOOGLE
      • 14.1.10.1 Business overview
      • 14.1.10.2 Products/Solutions/Services offered
      • 14.1.10.3 Recent developments
        • 14.1.10.3.1 Product launches
        • 14.1.10.3.2 Deals
    • 14.1.11 AMAZON WEB SERVICES, INC.
      • 14.1.11.1 Business overview
      • 14.1.11.2 Products/Solutions/Services offered
      • 14.1.11.3 Recent developments
        • 14.1.11.3.1 Product launches
        • 14.1.11.3.2 Deals
    • 14.1.12 TESLA
      • 14.1.12.1 Business overview
      • 14.1.12.2 Products/Solutions/Services offered
    • 14.1.13 MICROSOFT
      • 14.1.13.1 Business overview
      • 14.1.13.2 Products/Solutions/Services offered
      • 14.1.13.3 Recent developments
        • 14.1.13.3.1 Product launches
        • 14.1.13.3.2 Deals
    • 14.1.14 META
      • 14.1.14.1 Business overview
      • 14.1.14.2 Products/Solutions/Services offered
      • 14.1.14.3 Recent developments
        • 14.1.14.3.1 Product launches
        • 14.1.14.3.2 Deals
    • 14.1.15 T-HEAD
      • 14.1.15.1 Business overview
      • 14.1.15.2 Products/Solutions/Services offered
    • 14.1.16 GRAPHCORE
      • 14.1.16.1 Business overview
      • 14.1.16.2 Products/Solutions/Services offered
      • 14.1.16.3 Recent developments
        • 14.1.16.3.1 Product launches
        • 14.1.16.3.2 Deals
    • 14.1.17 CEREBRAS
      • 14.1.17.1 Business overview
      • 14.1.17.2 Products/Solutions/Services offered
      • 14.1.17.3 Recent developments
        • 14.1.17.3.1 Product launches
        • 14.1.17.3.2 Deals
  • 14.2 OTHER PLAYERS
    • 14.2.1 MYTHIC
    • 14.2.2 BLAIZE
    • 14.2.3 GROQ, INC.
    • 14.2.4 HAILO TECHNOLOGIES LTD.
    • 14.2.5 SIMA TECHNOLOGIES, INC.
    • 14.2.6 KNERON, INC.
    • 14.2.7 TENSTORRENT
    • 14.2.8 SAMBANOVA SYSTEMS, INC.
    • 14.2.9 SAPEON INC.
    • 14.2.10 REBELLIONS INC.
    • 14.2.11 SHANGHAI BIREN TECHNOLOGY CO., LTD.

15 APPENDIX

  • 15.1 DISCUSSION GUIDE
  • 15.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 15.3 CUSTOMIZATION OPTIONS
  • 15.4 RELATED REPORTS
  • 15.5 AUTHOR DETAILS

List of Tables

  • TABLE 1 AI INFERENCE MARKET: RESEARCH ASSUMPTIONS
  • TABLE 2 AI INFERENCE MARKET: RISK ANALYSIS
  • TABLE 3 NVIDIA'S BLACKWELL PLATFORM TO HAVE TDP EXCEEDING 1KW
  • TABLE 4 INDICATIVE PRICING OF COMPUTE OFFERED BY KEY PLAYERS, 2024 (USD)
  • TABLE 5 AVERAGE SELLING PRICE TREND OF GPU, BY REGION, 2021-2024 (USD)
  • TABLE 6 AVERAGE SELLING PRICE TREND OF CPU, BY REGION, 2021-2024 (USD)
  • TABLE 7 AVERAGE SELLING PRICE TREND OF FPGA, BY REGION, 2021-2024 (USD)
  • TABLE 8 AI INFERENCE MARKET: ROLE OF COMPANIES IN ECOSYSTEM
  • TABLE 9 LIST OF PATENTS, 2022-2024
  • TABLE 10 IMPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2019-2023 (USD MILLION)
  • TABLE 11 EXPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS, BY COUNTRY, 2019-2023 (USD MILLION)
  • TABLE 12 LIST OF KEY CONFERENCES AND EVENTS, 2025-2026
  • TABLE 13 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 14 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 15 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 16 ROW: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 17 REGULATORY STANDARDS
  • TABLE 18 AI INFERENCE MARKET: PORTER'S FIVE FORCES ANALYSIS
  • TABLE 19 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS (%)
  • TABLE 20 KEY BUYING CRITERIA FOR TOP THREE END USERS
  • TABLE 21 AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 22 AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 23 AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (THOUSAND UNITS)
  • TABLE 24 AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (THOUSAND UNITS)
  • TABLE 25 COMPUTE: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 26 COMPUTE: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 27 GPU: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 28 GPU: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 29 CPU: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 30 CPU: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 31 FPGA: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 32 FPGA: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 33 NPU: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 34 NPU: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 35 AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 36 AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 37 MEMORY: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 38 MEMORY: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 39 DDR: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 40 DDR: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 41 HBM: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 42 HBM: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 43 AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 44 AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 45 NETWORK: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 46 NETWORK: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 47 AI INFERENCE MARKET, BY NIC/NETWORK ADAPTERS TYPE, 2021-2024 (USD MILLION)
  • TABLE 48 AI INFERENCE MARKET, BY NIC/NETWORK ADAPTERS TYPE, 2025-2030 (USD MILLION)
  • TABLE 49 NIC/NETWORK ADAPTERS: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 50 NIC/NETWORK ADAPTERS: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 51 INTERCONNECTS: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 52 INTERCONNECTS: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 53 AI INFERENCE MARKET, BY DEPLOYMENT, 2021-2024 (USD MILLION)
  • TABLE 54 AI INFERENCE MARKET, BY DEPLOYMENT, 2025-2030 (USD MILLION)
  • TABLE 55 AI INFERENCE MARKET, BY APPLICATION, 2021-2034 (USD MILLION)
  • TABLE 56 AI INFERENCE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 57 GENERATIVE AI: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 58 GENERATIVE AI: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 59 MACHINE LEARNING: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 60 MACHINE LEARNING: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 61 NATURAL LANGUAGE PROCESSING: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 62 NATURAL LANGUAGE PROCESSING: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 63 COMPUTER VISION: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 64 COMPUTER VISION: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 65 AI INFERENCE MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 66 AI INFERENCE MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 67 CONSUMER: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 68 CONSUMER: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 69 CLOUD SERVICE PROVIDERS: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 70 CLOUD SERVICE PROVIDERS: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 71 ENTERPRISES: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 72 ENTERPRISES: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 73 GOVERNMENT ORGANIZATIONS: AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 74 GOVERNMENT ORGANIZATIONS: AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 75 AI INFERENCE MARKET, BY REGION, 2021-2024 (USD MILLION)
  • TABLE 76 AI INFERENCE MARKET, BY REGION, 2025-2030 (USD MILLION)
  • TABLE 77 NORTH AMERICA: AI INFERENCE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 78 NORTH AMERICA: AI INFERENCE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 79 NORTH AMERICA: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 80 NORTH AMERICA: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 81 NORTH AMERICA: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 82 NORTH AMERICA: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 83 NORTH AMERICA: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 84 NORTH AMERICA: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 85 NORTH AMERICA: AI INFERENCE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 86 NORTH AMERICA: AI INFERENCE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 87 NORTH AMERICA: AI INFERENCE MARKET FOR GENERATIVE AI, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 88 NORTH AMERICA: AI INFERENCE MARKET FOR GENERATIVE AI, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 89 NORTH AMERICA: AI INFERENCE MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 90 NORTH AMERICA: AI INFERENCE MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 91 NORTH AMERICA: AI INFERENCE MARKET, BY ENTERPRISES, 2021-2024 (USD MILLION)
  • TABLE 92 NORTH AMERICA: AI INFERENCE MARKET, BY ENTERPRISES, 2025-2030 (USD MILLION)
  • TABLE 93 US: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 94 US: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 95 US: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 96 US: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 97 US: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 98 US: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 99 CANADA: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 100 CANADA: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 101 CANADA: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 102 CANADA: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 103 CANADA: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 104 CANADA: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 105 MEXICO: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 106 MEXICO: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 107 MEXICO: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 108 MEXICO: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 109 MEXICO: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 110 MEXICO: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 111 EUROPE: AI INFERENCE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 112 EUROPE: AI INFERENCE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 113 EUROPE: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 114 EUROPE: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 115 EUROPE: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 116 EUROPE: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 117 EUROPE: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 118 EUROPE: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 119 EUROPE: AI INFERENCE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 120 EUROPE: AI INFERENCE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 121 EUROPE: AI INFERENCE MARKET FOR GENERATIVE AI, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 122 EUROPE: AI INFERENCE MARKET FOR GENERATIVE AI, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 123 EUROPE: AI INFERENCE MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 124 EUROPE: AI INFERENCE MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 125 EUROPE: AI INFERENCE MARKET, BY ENTERPRISES, 2021-2024 (USD MILLION)
  • TABLE 126 EUROPE: AI INFERENCE MARKET, BY ENTERPRISES, 2025-2030 (USD MILLION)
  • TABLE 127 UK: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 128 UK: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 129 UK: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 130 UK: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 131 UK: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 132 UK: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 133 GERMANY: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 134 GERMANY: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 135 GERMANY: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 136 GERMANY: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 137 GERMANY: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 138 GERMANY: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 139 FRANCE: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 140 FRANCE: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 141 FRANCE: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 142 FRANCE: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 143 FRANCE: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 144 FRANCE: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 145 ITALY: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 146 ITALY: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 147 ITALY: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 148 ITALY: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 149 ITALY: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 150 ITALY: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 151 SPAIN: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 152 SPAIN: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 153 SPAIN: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 154 SPAIN: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 155 SPAIN: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 156 SPAIN: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 157 REST OF EUROPE: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 158 REST OF EUROPE: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 159 REST OF EUROPE: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 160 REST OF EUROPE: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 161 REST OF EUROPE: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 162 REST OF EUROPE: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 163 ASIA PACIFIC: AI INFERENCE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 164 ASIA PACIFIC: AI INFERENCE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 165 ASIA PACIFIC: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 166 ASIA PACIFIC: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 167 ASIA PACIFIC: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 168 ASIA PACIFIC: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 169 ASIA PACIFIC: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 170 ASIA PACIFIC: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 171 ASIA PACIFIC: AI INFERENCE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 172 ASIA PACIFIC: AI INFERENCE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 173 ASIA PACIFIC: AI INFERENCE MARKET FOR GENERATIVE AI, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 174 ASIA PACIFIC: AI INFERENCE MARKET FOR GENERATIVE AI, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 175 ASIA PACIFIC: AI INFERENCE MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 176 ASIA PACIFIC: AI INFERENCE MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 177 ASIA PACIFIC: AI INFERENCE MARKET, BY ENTERPRISES, 2021-2024 (USD MILLION)
  • TABLE 178 ASIA PACIFIC: AI INFERENCE MARKET, BY ENTERPRISES, 2025-2030 (USD MILLION)
  • TABLE 179 CHINA: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 180 CHINA: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 181 CHINA: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 182 CHINA: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 183 CHINA: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 184 CHINA: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 185 JAPAN: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 186 JAPAN: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 187 JAPAN: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 188 JAPAN: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 189 JAPAN: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 190 JAPAN: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 191 INDIA: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 192 INDIA: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 193 INDIA: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 194 INDIA: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 195 INDIA: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 196 INDIA: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 197 SOUTH KOREA: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 198 SOUTH KOREA: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 199 SOUTH KOREA: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 200 SOUTH KOREA: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 201 SOUTH KOREA: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 202 SOUTH KOREA: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 203 REST OF ASIA PACIFIC: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 204 REST OF ASIA PACIFIC: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 205 REST OF ASIA PACIFIC: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 206 REST OF ASIA PACIFIC: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 207 REST OF ASIA PACIFIC: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 208 REST OF ASIA PACIFIC: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 209 ROW: AI INFERENCE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 210 ROW: AI INFERENCE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 211 ROW: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 212 ROW: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 213 ROW: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 214 ROW: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 215 ROW: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 216 ROW: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 217 ROW: AI INFERENCE MARKET, BY APPLICATION, 2021-2024 (USD MILLION)
  • TABLE 218 ROW: AI INFERENCE MARKET, BY APPLICATION, 2025-2030 (USD MILLION)
  • TABLE 219 ROW: AI INFERENCE MARKET FOR GENERATIVE AI, BY TYPE, 2021-2024 (USD MILLION)
  • TABLE 220 ROW: AI INFERENCE MARKET FOR GENERATIVE AI, BY TYPE, 2025-2030 (USD MILLION)
  • TABLE 221 ROW: AI INFERENCE MARKET, BY END USER, 2021-2024 (USD MILLION)
  • TABLE 222 ROW: AI INFERENCE MARKET, BY END USER, 2025-2030 (USD MILLION)
  • TABLE 223 ROW: AI INFERENCE MARKET, BY ENTERPRISES, 2021-2024 (USD MILLION)
  • TABLE 224 ROW: AI INFERENCE MARKET, BY ENTERPRISES, 2025-2030 (USD MILLION)
  • TABLE 225 MIDDLE EAST: AI INFERENCE MARKET, BY COUNTRY, 2021-2024 (USD MILLION)
  • TABLE 226 MIDDLE EAST: AI INFERENCE MARKET, BY COUNTRY, 2025-2030 (USD MILLION)
  • TABLE 227 MIDDLE EAST: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 228 MIDDLE EAST: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 229 MIDDLE EAST: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 230 MIDDLE EAST: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 231 MIDDLE EAST: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 232 MIDDLE EAST: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 233 AFRICA: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 234 AFRICA: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 235 AFRICA: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 236 AFRICA: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 237 AFRICA: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 238 AFRICA: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 239 SOUTH AMERICA: AI INFERENCE MARKET, BY COMPUTE, 2021-2024 (USD MILLION)
  • TABLE 240 SOUTH AMERICA: AI INFERENCE MARKET, BY COMPUTE, 2025-2030 (USD MILLION)
  • TABLE 241 SOUTH AMERICA: AI INFERENCE MARKET, BY MEMORY, 2021-2024 (USD MILLION)
  • TABLE 242 SOUTH AMERICA: AI INFERENCE MARKET, BY MEMORY, 2025-2030 (USD MILLION)
  • TABLE 243 SOUTH AMERICA: AI INFERENCE MARKET, BY NETWORK, 2021-2024 (USD MILLION)
  • TABLE 244 SOUTH AMERICA: AI INFERENCE MARKET, BY NETWORK, 2025-2030 (USD MILLION)
  • TABLE 245 AI INFERENCE MARKET: OVERVIEW OF STRATEGIES ADOPTED BY KEY PLAYERS, 2020-2024
  • TABLE 246 COMPUTE MARKET: DEGREE OF COMPETITION
  • TABLE 247 MEMORY (HBM) MARKET: DEGREE OF COMPETITION
  • TABLE 248 AI INFERENCE MARKET: COMPUTE FOOTPRINT
  • TABLE 249 AI INFERENCE MARKET: MEMORY FOOTPRINT
  • TABLE 250 AI INFERENCE MARKET: NETWORK FOOTPRINT
  • TABLE 251 AI INFERENCE MARKET: DEPLOYMENT FOOTPRINT
  • TABLE 252 AI INFERENCE MARKET: APPLICATION FOOTPRINT
  • TABLE 253 AI INFERENCE MARKET: END USER FOOTPRINT
  • TABLE 254 AI INFERENCE MARKET: REGION FOOTPRINT
  • TABLE 255 AI INFERENCE MARKET: DETAILED LIST OF KEY STARTUPS/SMES, 2024
  • TABLE 256 AI INFERENCE MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES, 2024
  • TABLE 257 AI INFERENCE MARKET: PRODUCT LAUNCHES, JANUARY 2020-OCTOBER 2024
  • TABLE 258 AI INFERENCE MARKET: DEALS, JANUARY 2020-OCTOBER 2024
  • TABLE 259 NVIDIA CORPORATION: COMPANY OVERVIEW
  • TABLE 260 NVIDIA CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 261 NVIDIA CORPORATION: PRODUCT LAUNCHES
  • TABLE 262 NVIDIA CORPORATION: DEALS
  • TABLE 263 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
  • TABLE 264 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 265 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES
  • TABLE 266 ADVANCED MICRO DEVICES, INC.: DEALS
  • TABLE 267 INTEL CORPORATION: COMPANY OVERVIEW
  • TABLE 268 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 269 INTEL CORPORATION: PRODUCT LAUNCHES
  • TABLE 270 INTEL CORPORATION: DEALS
  • TABLE 271 SK HYNIX INC.: COMPANY OVERVIEW
  • TABLE 272 SK HYNIX INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 273 SK HYNIX INC.: PRODUCT LAUNCHES
  • TABLE 274 SK HYNIX INC.: DEALS
  • TABLE 275 SAMSUNG: COMPANY OVERVIEW
  • TABLE 276 SAMSUNG: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 277 SAMSUNG: PRODUCT LAUNCHES
  • TABLE 278 SAMSUNG: DEALS
  • TABLE 279 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW
  • TABLE 280 MICRON TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 281 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES
  • TABLE 282 MICRON TECHNOLOGY, INC.: DEALS
  • TABLE 283 APPLE INC.: COMPANY OVERVIEW
  • TABLE 284 APPLE INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 285 APPLE INC.: PRODUCT LAUNCHES
  • TABLE 286 APPLE INC.: DEALS
  • TABLE 287 QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW
  • TABLE 288 QUALCOMM TECHNOLOGIES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 289 QUALCOMM TECHNOLOGIES, INC.: PRODUCT LAUNCHES
  • TABLE 290 QUALCOMM TECHNOLOGIES, INC.: DEALS
  • TABLE 291 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY OVERVIEW
  • TABLE 292 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 293 HUAWEI TECHNOLOGIES CO., LTD.: PRODUCT LAUNCHES
  • TABLE 294 HUAWEI TECHNOLOGIES CO., LTD.: DEALS
  • TABLE 295 GOOGLE: COMPANY OVERVIEW
  • TABLE 296 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 297 GOOGLE: PRODUCT LAUNCHES
  • TABLE 298 GOOGLE: DEALS
  • TABLE 299 AMAZON WEB SERVICES, INC.: COMPANY OVERVIEW
  • TABLE 300 AMAZON WEB SERVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 301 AMAZON WEB SERVICES, INC.: PRODUCT LAUNCHES
  • TABLE 302 AMAZON WEB SERVICES, INC.: DEALS
  • TABLE 303 TESLA: COMPANY OVERVIEW
  • TABLE 304 TESLA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 305 MICROSOFT: COMPANY OVERVIEW
  • TABLE 306 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 307 MICROSOFT: PRODUCT LAUNCHES
  • TABLE 308 MICROSOFT: DEALS
  • TABLE 309 META: COMPANY OVERVIEW
  • TABLE 310 META: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 311 META: PRODUCT LAUNCHES
  • TABLE 312 META: DEALS
  • TABLE 313 T-HEAD: COMPANY OVERVIEW
  • TABLE 314 T-HEAD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 315 GRAPHCORE: COMPANY OVERVIEW
  • TABLE 316 GRAPHCORE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 317 GRAPHCORE: PRODUCT LAUNCHES
  • TABLE 318 GRAPHCORE: DEALS
  • TABLE 319 CEREBRAS: COMPANY OVERVIEW
  • TABLE 320 CEREBRAS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
  • TABLE 321 CEREBRAS: PRODUCT LAUNCHES
  • TABLE 322 CEREBRAS: DEALS

List of Figures

  • FIGURE 1 AI INFERENCE MARKET: SEGMENTATION AND REGIONAL SCOPE
  • FIGURE 2 AI INFERENCE MARKET: RESEARCH DESIGN
  • FIGURE 3 AI INFERENCE MARKET: RESEARCH FLOW
  • FIGURE 4 REVENUE GENERATED FROM SALES OF AI INFERENCE OFFERINGS IN 2024
  • FIGURE 5 AI INFERENCE MARKET: REVENUE ANALYSIS OF NVIDIA CORPORATION
  • FIGURE 6 AI INFERENCE MARKET: BOTTOM-UP APPROACH
  • FIGURE 7 AI INFERENCE MARKET: TOP-DOWN APPROACH
  • FIGURE 8 AI INFERENCE MARKET: DATA TRIANGULATION
  • FIGURE 9 GPU SEGMENT TO DOMINATE AI INFERENCE MARKET DURING FORECAST PERIOD
  • FIGURE 10 DDR SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 11 NIC/NETWORK ADAPTERS SEGMENT TO LEAD MARKET IN 2030
  • FIGURE 12 CLOUD SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD
  • FIGURE 13 MACHINE LEARNING SEGMENT ACCOUNTS FOR LARGEST MARKET SHARE IN 2025
  • FIGURE 14 CLOUD SERVICE PROVIDERS SEGMENT DOMINATES AI INFERENCE MARKET IN 2025
  • FIGURE 15 NORTH AMERICA ACCOUNTED FOR LARGEST SHARE OF GLOBAL AI INFERENCE MARKET IN 2024
  • FIGURE 16 RISING DEMAND FOR AI INFERENCE CHIPS AMONG CLOUD SERVICE PROVIDERS TO DRIVE MARKET
  • FIGURE 17 GPU SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD
  • FIGURE 18 HBM SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
  • FIGURE 19 NIC/NETWORK ADAPTERS TO REGISTER HIGHER CAGR FORECAST PERIOD
  • FIGURE 20 ON-PREMISES SEGMENT TO WITNESS HIGHEST GROWTH DURING FORECAST PERIOD
  • FIGURE 21 GENERATIVE AI SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 22 CLOUD SERVICE PROVIDERS SEGMENT TO BE LARGEST END USER OF AI INFERENCE IN 2030
  • FIGURE 23 ASIA PACIFIC TO BE FASTEST-GROWING MARKET DURING FORECAST PERIOD
  • FIGURE 24 CHINA TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 25 AI INFERENCE MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
  • FIGURE 26 IMPACT ANALYSIS: DRIVERS
  • FIGURE 27 NVIDIA'S DATA CENTER GPU POWER CONSUMPTION IN TDP (THERMAL DESIGN POWER)
  • FIGURE 28 INTEL'S DATA CENTER GPU POWER CONSUMPTION IN TDP (THERMAL DESIGN POWER)
  • FIGURE 29 IMPACT ANALYSIS: RESTRAINTS
  • FIGURE 30 APPLICATIONS OF AI IN HEALTHCARE SERVICES
  • FIGURE 31 IMPACT ANALYSIS: OPPORTUNITIES
  • FIGURE 32 IMPACT ANALYSIS: CHALLENGES
  • FIGURE 33 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
  • FIGURE 34 INDICATIVE PRICING OF COMPUTE OFFERED BY KEY PLAYERS, 2024
  • FIGURE 35 AVERAGE SELLING PRICE TREND OF GPU, BY REGION, 2021-2024
  • FIGURE 36 AVERAGE SELLING PRICE TREND OF CPU, BY REGION, 2021-2024
  • FIGURE 37 AVERAGE SELLING PRICE TREND OF FPGA, BY REGION, 2021-2024
  • FIGURE 38 AI INFERENCE MARKET: VALUE CHAIN ANALYSIS
  • FIGURE 39 AI INFERENCE MARKET: ECOSYSTEM ANALYSIS
  • FIGURE 40 INVESTMENT AND FUNDING IN AI INDUSTRY, 2023-2024 (USD MILLION)
  • FIGURE 41 NVIDIA AI CHIPS WITH HIGH-BANDWIDTH MEMORY
  • FIGURE 42 PATENTS APPLIED AND GRANTED, 2014-2024
  • FIGURE 43 IMPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS FOR TOP FIVE COUNTRIES, 2019-2023
  • FIGURE 44 EXPORT DATA FOR HS CODE 854231-COMPLIANT PRODUCTS FOR TOP FIVE COUNTRIES, 2019-2023
  • FIGURE 45 PORTER'S FIVE FORCES ANALYSIS: AI INFERENCE MARKET
  • FIGURE 46 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE END USERS
  • FIGURE 47 KEY BUYING CRITERIA FOR TOP THREE END USERS
  • FIGURE 48 CPU SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 49 HBM SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD
  • FIGURE 50 NIC/NETWORK ADAPTERS TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
  • FIGURE 51 OM-PREMISES DEPLOYMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 52 GENERATIVE AI TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 53 ENTERPRISES SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 54 ASIA PACIFIC TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 55 NORTH AMERICA: AI INFERENCE MARKET SNAPSHOT
  • FIGURE 56 US TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 57 EUROPE: AI INFERENCE MARKET SNAPSHOT
  • FIGURE 58 GERMANY TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 59 ASIA PACIFIC: AI INFERENCE MARKET SNAPSHOT
  • FIGURE 60 CHINA TO RECORD HIGHEST CAGR DURING FORECAST PERIOD
  • FIGURE 61 ROW: AI INFERENCE MARKET SNAPSHOT
  • FIGURE 62 MIDDLE EAST TO BE FASTEST-GROWING AI INFERENCE MARKET IN ROW DURING FORECAST PERIOD
  • FIGURE 63 AI INFERENCE MARKET: REVENUE ANALYSIS OF TOP THREE PLAYERS, 2020-2024
  • FIGURE 64 COMPUTE MARKET SHARE, 2024
  • FIGURE 65 MEMORY (HBM) MARKET SHARE, 2024
  • FIGURE 66 AI INFERENCE MARKET: COMPANY VALUATION, 2025
  • FIGURE 67 AI INFERENCE MARKET: FINANCIAL METRICS (EV/EBITDA), 2025
  • FIGURE 68 AI INFERENCE MARKET: BRAND/PRODUCT COMPARISON
  • FIGURE 69 AI INFERENCE MARKET: COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024
  • FIGURE 70 AI INFERENCE MARKET: COMPANY FOOTPRINT
  • FIGURE 71 AI INFERENCE MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2024
  • FIGURE 72 NVIDIA CORPORATION: COMPANY SNAPSHOT
  • FIGURE 73 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT
  • FIGURE 74 INTEL CORPORATION: COMPANY SNAPSHOT
  • FIGURE 75 SK HYNIX INC.: COMPANY SNAPSHOT
  • FIGURE 76 SAMSUNG: COMPANY SNAPSHOT
  • FIGURE 77 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
  • FIGURE 78 APPLE INC.: COMPANY SNAPSHOT
  • FIGURE 79 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT
  • FIGURE 80 HUAWEI TECHNOLOGIES CO., LTD.: COMPANY SNAPSHOT
  • FIGURE 81 GOOGLE: COMPANY SNAPSHOT
  • FIGURE 82 AMAZON WEB SERVICES, INC.: COMPANY SNAPSHOT
  • FIGURE 83 TESLA: COMPANY SNAPSHOT
  • FIGURE 84 MICROSOFT: COMPANY SNAPSHOT
  • FIGURE 85 META: COMPANY SNAPSHOT