Data Center Accelerator Market Report 2026

The data center accelerator market size has grown exponentially in recent years. It will grow from $27.13 billion in 2025 to $34.89 billion in 2026 at a compound annual growth rate (CAGR) of 28.6%. The growth in the historic period can be attributed to rising data center compute intensity, expansion of cloud service providers, increasing demand for high-performance computing, early adoption of gpu acceleration, growth in enterprise data workloads.

The data center accelerator market size is expected to see exponential growth in the next few years. It will grow to $93.06 billion in 2030 at a compound annual growth rate (CAGR) of 27.8%. The growth in the forecast period can be attributed to expansion of generative AI applications, rising investments in hyperscale data centers, growing demand for low-latency processing, increasing focus on accelerator power efficiency, wider adoption of heterogeneous computing architectures. Major trends in the forecast period include increasing adoption of ai-optimized accelerators, rising deployment of gpu-based data center workloads, growing use of asics for AI inference, expansion of hpc accelerators in cloud data centers, enhanced focus on energy-efficient accelerator architectures.

The rising number of data centers is anticipated to significantly drive the growth of the data center accelerator market in the coming years. A data center is a facility designed to house computer systems and associated equipment, including storage and telecommunications. It serves to store, process, and manage vast amounts of data while also distributing and facilitating access to these resources. Data center accelerators are becoming increasingly vital in these facilities, delivering substantial performance and efficiency improvements across a variety of workloads. For example, according to Savills, a UK-based real estate services firm, 60% of South Korea's data center capacity is currently concentrated in Seoul, with projections indicating this could increase to 80% by 2029. To alleviate this concentration, the Korean government is promoting data center development in other regions by providing incentives such as discounted power and infrastructure support. Therefore, the growing number of data centers is propelling the growth of the data center accelerator market.

Major companies are operating in the data center accelerator market, focusing on developing technological advancements such as high-bandwidth, inference-optimized GPUs to meet the rising demand for large-language-model training and AI inference. A high-performance AI accelerator is a specialized GPU or ASIC designed to offload compute-intensive AI tasks from traditional CPUs, featuring massive parallelism, high-bandwidth memory, and optimized tensor cores. Compared to conventional CPU-only architectures, these accelerators deliver significantly higher throughput, lower latency, and improved energy efficiency. For instance, in October 2024, AMD, a U.S.-based semiconductor company, launched the AMD Instinct MI325X, an advanced AI accelerator for data centers. The MI325X features 256 GB of HBM3E memory, up to 6 TB/s memory bandwidth, and FP16/FP8 tensor cores, offering accelerated performance for foundation-model training, inference, and large-context LLM workloads. The product is optimized for hyperscale data centers and cloud environments, delivering better AI performance, higher memory capacity, and enhanced software ecosystem support via AMD ROCm compared to previous-generation accelerators.

In May 2023, KKR, a US-based global investment firm, acquired CoolIT for $270 million. This acquisition is intended to bolster KKR's position in the data center market by enhancing its capabilities in liquid cooling solutions. CoolIT is a UK-based company that specializes in advanced thermal management technologies tailored for data centers and high-performance computing environments.

Major companies operating in the data center accelerator market are Intel Corporation; Advanced Micro Devices Inc.; NVIDIA Corporation; International Business Machines Corporation; Google LLC; Microsoft Corporation; Amazon.com Inc.; Oracle Corporation; SAP SE; Fujitsu Limited; NEC Corporation; Lenovo Group Limited; Hewlett-Packard Development Company; Cisco Systems Inc.; SambaNova Systems Inc.; Groq Inc.; Cerebras Systems Inc.; Graphcore Ltd.; Ampere Computing LLC; Lightmatter Inc.; Esperanto Technologies Inc.

North America was the largest region in the data center accelerator market in 2025. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the data center accelerator market report are Asia-Pacific, South East Asia, Western Europe, Eastern Europe, North America, South America, Middle East, Africa. The countries covered in the data center accelerator market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Taiwan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

Tariffs are impacting the data center accelerator market by increasing costs of imported semiconductors, advanced chips, substrates, and precision manufacturing equipment used in GPUs, FPGAs, and ASICs. Data center operators and cloud service providers in North America and Europe are most affected due to reliance on global semiconductor supply chains, while Asia-Pacific faces pressure on accelerator manufacturing and exports. These tariffs are increasing capital expenditure and lengthening hardware refresh cycles. However, they are also accelerating domestic chip manufacturing investments, regional fabrication initiatives, and innovation in cost-optimized accelerator designs.

The data center accelerator market research report is one of a series of new reports that provides data center accelerator market statistics, including data center accelerator industry global market size, regional shares, competitors with a data center accelerator market share, detailed data center accelerator market segments, market trends and opportunities, and any further data you may need to thrive in the data center accelerator industry. This data center accelerator market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

A data center accelerator is a software program or hardware device that improves the computer's overall performance by handling visual data. It generally aid in raising consumer-centric data demand and improving the use of artificial intelligence (AI)-based services to propel the demand for AI-driven data centers, which improves data center performance. It is used to improve the operational efficiency of computers.

The main types of data center accelerators are HPC accelerators and cloud accelerators. HPC accelerators are used to solve sophisticated computation issues. High-performance computing (HPC) employs supercomputers and computer clusters for various applications. The different processor types include CPU (central processing unit), GPU (graphics processing unit), FPGA (field-programmable gate array), and ASIC (application-specific integrated circuit), and involve several applications such as deep learning, public cloud interface, and enterprise interface. It is employed in several sectors, including telecommunication and IT, healthcare, BFSI, government, energy, and others.

The data center accelerator market includes revenues earned by entities by providing AI training and inference services, storage systems and computing infrastructure services. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

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