Data Center GPU Market Size to Hit USD 192.68 Billion By 2034

The global data center GPU market size was valued at USD 16.94 billion in 2024 and is projected to reach approximately USD 192.68 billion by 2034, growing at a CAGR of 27.52% from 2025 to 2034. The market is witnessing robust growth, primarily driven by the increasing demand for artificial intelligence (AI) and the expansion of the PC gaming and console gaming industries. The rising use of GPUs for deep learning, big data analytics, and high-performance computing (HPC) continues to fuel global demand across data centers.

Market Overview

Graphic Processing Units (GPUs) are essential in data centers due to their parallel processing power, making them ideal for AI training, big data analytics, and scientific computation. Compared to CPUs, GPUs can perform multiple simultaneous calculations, drastically improving processing speed and accuracy.

Industries such as healthcare, finance, and autonomous vehicles are increasingly deploying GPU servers to accelerate neural network training and enhance data-driven decision-making. Products like NVIDIA’s A100 Tensor Core GPU have become pivotal for AI model optimization.

Data Center GPU Market Key Takeaways

• The global data center GPU market was valued at USD 16.94 billion in 2024 and is expected to reach USD 192.68 billion by 2034.

• The market is projected to grow at a CAGR of 27.52% from 2025 to 2034.

• North America dominated the global market with a 38% revenue share in 2024.

• Asia Pacific is expected to record the fastest growth rate during the forecast period.

• By deployment model, the on-premises segment accounted for 59% of total revenue in 2024.

• By deployment type, the cloud segment is projected to witness the fastest CAGR.

• By function, the training segment contributed over 66% of revenue in 2024.

• The inference segment is anticipated to grow significantly in the coming years.

U.S. Data Center GPU Market Size and Growth 2025 to 2034

The U.S. data center GPU market reached USD 4.83 billion in 2024 and is expected to reach USD 56.14 billion by 2034, expanding at a CAGR of 27.80% from 2025 to 2034.
North America continues to dominate the global market, driven by technological advancements, AI adoption, and cloud computing investments across industries.

• In May 2024, Nscale, in collaboration with AMD, launched its high-performance GPU cloud, setting a new benchmark for AMD-based cloud computing in North America.

• In September 2023, Advantech acquired BitFlow, Inc., a U.S.-based company specializing in AI machine vision and high-end image collection, to enhance its GPU-powered solutions.

Regional Insights

North America

North America dominated the global data center GPU market in 2024 with a 38% revenue share. The region benefits from strong AI research, innovation, and widespread adoption of multi-cloud and hybrid computing. The U.S. leads in GPU integration for AI workloads, cloud gaming, and advanced analytics.

Asia Pacific
Data Center GPU Market Size 2025 to 2034The Asia Pacific region is expected to record the fastest CAGR through 2034. Growth is driven by the expanding IT and telecom sectors, booming eCommerce activity, and increasing adoption of AI and machine learning applications. The rise of cloud data centers in countries like China, India, and Singapore is also fueling demand.

• In January 2024, Singapore Telecommunications partnered with NVIDIA to integrate AI capabilities in data centers across Southeast Asia, supporting regional digital transformation.

Europe

Europe is witnessing increasing demand for energy-efficient data centers and AI-driven computing infrastructure, supported by strong government regulations around data management and sustainability.

Latin America and the Middle East & Africa

These regions are emerging markets, experiencing steady growth due to cloud adoption, digitalization of enterprises, and investment in hyperscale and colocation data centers.

Market Dynamics

Drivers

• Rising adoption of multi-cloud strategies
  Businesses are increasingly adopting multi-cloud architectures to ensure flexibility, security, and scalability. This approach allows organizations to prevent downtime, ensure compliance, and optimize workloads across providers.

  • In October 2023, IBM launched the IBM Storage Scale System 6000, a global data platform designed for data-intensive and AI-driven workloads.

• Growing network infrastructure for 5G
  The rollout of 5G connectivity enhances data transfer speeds, driving demand for GPU-accelerated data centers capable of handling higher bandwidth and low-latency workloads.

Restraints

• Economic barriers and limited economies of scale
  GPU manufacturing requires substantial R&D and production capabilities. Smaller data center GPU manufacturers face difficulties competing with established players due to high capital requirements and complex supply chains.

Opportunities

• Advancements in server technology
  Innovations in machine learning (ML) and deep learning (DL) workloads have created demand for GPU-powered servers featuring ASICs, FPGAs, and hybrid architectures.

  • In February 2024, Cisco and NVIDIA announced plans to deliver AI infrastructure solutions for easy deployment and management in enterprise data centers.

GPU Type Insights

• Discrete GPUs held the largest share (67.40%) in 2024 due to their high performance and memory capacity, making them ideal for AI training, cloud gaming, and computing-intensive tasks.

• Hybrid GPUs are projected to grow at a CAGR of 9.30%, combining the benefits of GPU and CPU resources to handle complex workloads efficiently.

Application Insights

• AI and Machine Learning (ML) accounted for 38.90% of the market share in 2024. The use of GPUs in AI and ML continues to expand, improving automation, predictive analytics, and performance optimization across industries.

• Blockchain and cryptocurrency mining are expected to grow at a CAGR of 10.10%, driven by demand for high-performance GPUs in mining operations and secure blockchain transactions.

End-User Insights

• Cloud Service Providers (CSPs) dominated with 45.60% market share in 2024. Major players such as AWS, Microsoft Azure, and Google Cloud are increasingly deploying GPU-powered infrastructures to deliver high-speed computing services.

• The financial services sector is expected to grow at a CAGR of 8.80%, leveraging GPU-driven analytics for fraud detection, algorithmic trading, and risk modeling.

Data Center Type Insights

• Hyperscale data centers captured 53.10% of the market share in 2024, supporting massive-scale cloud computing and enterprise applications.

• Colocation data centers are expected to expand at a CAGR of 8.90%, providing cost-efficient GPU resources for small and medium-sized enterprises.

GPU Architecture Insights

• CUDA (NVIDIA’s GPU architecture) accounted for 70.30% of total revenue in 2024, driven by NVIDIA’s leadership in GPU design and AI acceleration.

• Xe Architecture (Intel) is projected to grow at a CAGR of 10.70%, offering new GPU computing capabilities and integration flexibility.

Leading Companies

Key players operating in the global data center GPU market include:

• NVIDIA Corporation

• Intel Corporation

• Advanced Micro Devices, Inc. (AMD)

• Samsung Electronics Co., Ltd.

• Micron Technology, Inc.

• Advantech Co., Ltd.

• Alphabet Inc.

• Broadcom Inc.

• Fujitsu Ltd.

• Gigabyte Technology Co., Ltd.