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

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.

“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.

Tables List

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

Figures List

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