AI Accelerators Market to Reach USD 440.30 Billion by 2030 with Driven by Cloud Scale Computing and Edge Deployment Trends

Mordor Intelligence has published a new report on the AI Accelerators Market, offering a comprehensive analysis of trends, growth drivers, and future projections.
AI Accelerators Market Outlook and Growth Overview

The AI Accelerators Market continues to expand at a rapid pace as enterprises, cloud service providers, and industry-specific users increase investments in high-performance computing solutions. According to Mordor Intelligence, the AI Accelerators Market size was valued at USD 140.55 billion in 2024 and is projected to reach USD 440.30 billion by 2030. This growth reflects increasing adoption of artificial intelligence workloads across cloud data centers, automotive systems, healthcare platforms, and enterprise infrastructure.

Report Overview: https://www.mordorintelligence.com/industry-reports/ai-accelerators-market?utm_source=abnewswire

AI Accelerators Market Trends Shaping Industry Direction

Rising Demand for Cloud-Based AI Accelerators Market Deployments

Cloud and data-center environments continue to shape the AI Accelerators Market as enterprises rely on centralized infrastructure for large-scale model development and deployment. Hyperscale operators are prioritizing accelerators that support high-throughput workloads and stable performance across shared environments.

Growing Focus on Inference-Oriented Architectures

Inference workloads are becoming a central focus within the AI Accelerators Market trends landscape. Organizations are increasingly optimizing systems for real-time decision-making rather than only for model creation.

Expansion of Edge and On-Device AI Processing

Edge computing is emerging as a strong contributor to the AI Accelerators Market size as industries seek faster response times and localized data handling. Automotive systems, healthcare devices, and industrial automation platforms are integrating compact accelerators to reduce dependence on centralized infrastructure.

Increased Adoption of Custom and Purpose-Built Accelerators

Customization is becoming more common across the AI Accelerators Market as large buyers seek greater control over performance and operating costs. Purpose-built processors are being developed to match specific workloads, allowing organizations to improve efficiency while maintaining predictable output.

Infrastructure and Power Efficiency Considerations

Energy consumption and thermal management are now central factors in accelerator selection. Data center operators are aligning purchasing decisions with infrastructure limits, pushing vendors to deliver designs that balance compute density with manageable power requirements.

AI Accelerators Market Segmentation Overview

By Processor Type

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GPU

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ASIC / TPU

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FPGA

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CPU / NPU / Others

By Processing Location

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Cloud / Data-center

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Edge / On-device

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On-prem HPC

By Function

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Training

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Inference

By End-User Industry

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Hyperscale Cloud Service Providers

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Enterprise & Colocation Data-centers

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Automotive OEMs & Tier-1s

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Healthcare & Life-sciences

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Financial Services

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Telecom & 5G Infrastructure

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Other End Users

Explore Our Full Library of Technology, Media and Telecom Research Industry Reports - https://www.mordorintelligence.com/market-analysis/technology-media-and-telecom?utm_source=abnewswire

AI Accelerators Market Key Players and Competitive Landscape

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NVIDIA Corporation

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Advanced Micro Devices, Inc. (AMD)

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Intel Corporation (including Habana Labs)

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Google LLC

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Amazon Web Services, Inc.

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AMD (inclusive of Xilinx)

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Groq

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Cerebras Systems

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Graphcore

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Hailo

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DeepX

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Axelera AI

Conclusion

The AI Accelerators Market [https://www.mordorintelligence.com/industry-reports/ai-accelerators-market?utm_source=abnewswire] is positioned for sustained expansion as artificial intelligence becomes embedded across industries and digital services. Ongoing shifts toward specialized processors, balanced cloud and edge deployments, and infrastructure efficiency are reshaping how organizations evaluate technology investments. With strong demand from hyperscale platforms, automotive systems, and healthcare applications, the AI Accelerators Market trends indicate continued diversification of use cases and competitive strategies.

Industry Related Reports:

Edge AI Accelerators Market- The Edge AI Accelerators Market Report is Segmented by Hardware Type (ASIC, GPU, FPGA, VPU/NPU, Others), Power Consumption Envelope ( Less Than 1W, 1-3W, Others), Form Factor (System-On-Chip, Module/Board, PCIe/Edge Card, USB/Stick Accelerator), Application (Computer Vision, Speech & NLP, Others), End-User Industry (Consumer Electronics, Automotive, Others), and Geography.

Get more insights: https://www.mordorintelligence.com/industry-reports/edge-ai-accelerators-market?utm_source=abnewswire

AI Toolkit Market - The AI Toolkit Market Report is Segmented by Deployment Model (Cloud-Based, On-Premise, and Hybrid), Component (Software Libraries and Frameworks, Pre-Trained Models, Sdks and APIs, and End-To-End Platforms), End-User Industry (BFSI, Healthcare and Life Sciences, Retail and E-Commerce, Manufacturing, and More), Organization Size (Large Enterprises, and SMEs), and Geography.

Get more insights: https://www.mordorintelligence.com/industry-reports/artificial-intelligence-toolkit-market?utm_source=abnewswire

Data Center Accelerator Market - The Data Center Accelerator Market is Segmented by Processor Type (CPU and More), Application (High-Performance Computing, and More), Deployment Model (On-Premises, Colocation, and More), End-User Industry (IT and Telecom, and More), and Geography (North America and More).

Get more insights: https://www.mordorintelligence.com/industry-reports/data-center-accelerator-market?utm_source=abnewswire [https://www.mordorintelligence.com/industry-reports/ rel=]

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