워크스테이션 GPU : 시장 점유율 분석, 업계 동향과 통계, 성장 예측(2026-2031년)

According to Mordor Intelligence, the workstation GPU market size was valued at USD 4.49 billion in 2025 and is projected to reach USD 12.15 billion by 2031, growing at a CAGR of 18.45% from 2026 to 2031.

This report is Segmented by Product Type (Desktop Workstation GPU, and Mobile Workstation GPU), Application (CAD, CAM and CAE, 3D Rendering and Visualization, Media Production and Content Creation, and More), Organization Size (Small and Medium Enterprises, and Large Enterprises), Industry Vertical (Media and Entertainment, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).

Global Workstation GPU Market Trends and Insights

Rising AI Inference and Local Model Workflows on Workstations

The workstation GPU market is gaining momentum from enterprise demand for local AI inference in settings where cloud processing is difficult to approve or justify. NVIDIA introduced the RTX PRO Blackwell family in March 2025, and the flagship workstation edition delivered up to 4,000 AI TOPS and 96 GB of GDDR7 ECC memory, elevating local model execution to a much higher performance class. The same launch broadened the workstation GPU market by integrating AI development, model inference, visualization, and content workflows into a single professional platform. AMD also entered this part of the workstation GPU market in July 2025 with the Radeon AI PRO R9700, a 32 GB professional card built for workstation systems and ROCm 6.3 compatibility. This pattern matters because enterprises are no longer buying only rendering speed; they are buying enough local memory and certified performance to keep proprietary AI work close to the user. As that requirement spreads, the workstation GPU market is moving beyond its older dependence on CAD and rendering alone.

Rising CAD, Simulation, and Digital Twin Workloads in Engineering Teams

The workstation GPU market is also being pushed by engineering teams that now expect much faster simulation and digital twin execution on professional hardware. NVIDIA said leading CAE vendors, including Ansys, Altair, Cadence, Siemens, and Synopsys, achieved up to 50x acceleration with Blackwell in selected workloads, thereby changing the economics of workstation-side simulation. The same release noted that BMW and Volvo Cars were using Blackwell-accelerated digital twins, which shows how the workstation GPU market is now tied to product development speed and design validation, not only to visual output. Springer Nature also documented broader digital twin adoption across design, simulation, validation, and optimization in smart manufacturing environments, which supports the longer-term demand base for these systems. That shift raises the minimum specification that engineering teams expect from a professional GPU, because they now need stable performance across simulation, visualization, and collaboration within the same workflow. As a result, the workstation GPU market is pulling more value from engineering software stacks and less from stand-alone graphics acceleration.

High Total Cost of Ownership for Professional GPU Workstations

The workstation GPU market still faces a meaningful adoption barrier because full professional systems remain expensive to acquire and maintain. The NVIDIA RTX PRO 6000 Blackwell Workstation Edition had a retail price near USD 8,500 in 2025, and the input indicated that a fully configured high-end workstation for AI or simulation often exceeded USD 20,000 per seat. Lenovo Press also showed that the financial case for on-premises generative AI depends heavily on utilization, meaning smaller firms with uneven workloads have a longer payback window. This cost issue extends beyond the GPU itself, as enterprises also need supporting CPU power, memory, storage, cooling, energy, security tools, and management time. That combination slows adoption in the lower end of the workstation GPU market, even when the technical need is clear. It also explains why large enterprises still dominate revenue while smaller firms are adopting more selectively.

Other drivers and restraints analyzed in the detailed report include:

1. Enterprise Demand for Secure On-Premise AI Development Environments
2. Refresh Cycle for Professional Visualization and Content Creation PCs
3. Supply Tightness in Advanced Memory and Substrate Components

For complete list of drivers and restraints, kindly check the Table Of Contents.

Segment Analysis

Desktop workstation GPUs accounted for 57.68% of the workstation GPU market size in 2025, while mobile workstation GPUs are projected to grow at a 19.63% CAGR through 2031. The desktop side of the workstation GPU market remained larger because tower systems still offer more thermal headroom, more expansion capacity, and better support for high-bandwidth PCIe Gen 5 data paths. That matters for simulation, digital twin, and advanced visualization users who depend on multi-GPU scaling or very high memory footprints. The installed base also remains tied to long-running engineering environments where desktop certification and fleet standardization matter as much as peak graphics speed.

Mobile workstation GPUs are growing faster as engineering and AI teams are increasingly distributed, yet they still need professional-grade hardware that supports certified applications and local inference. NVIDIA said its RTX PRO Blackwell laptop GPU range scaled up to 24 GB of GDDR7 and added Blackwell Max-Q efficiency features, which reduced the practical gap between mobile and desktop use in many professional workflows. The input also noted that mobile performance is moving toward 80% to 90% of desktop equivalents for several inference and visualization tasks, which is changing how enterprises define acceptable field performance. Lenovo's 2026 workstation push further supports that shift because OEMs are treating mobility and workstation-class output as part of the same product planning cycle. As a result, the workstation GPU market is likely to see a narrower share gap between desktop and mobile systems over the forecast period.

CAD, CAM and CAE held 28.14% of the workstation GPU market size in 2025, while AI Development and Data Science are projected to expand at a 19.51% CAGR through 2031. CAD, CAM and CAE remained the anchor application in the workstation GPU market because design, structural analysis, and engineering validation are already embedded in enterprise workflows. The input tied this leadership to solver acceleration, mesh refinement, and real-time physics simulation features inside major commercial software platforms. NVIDIA also said that Ansys, Siemens, and Synopsys were among the software providers bringing CUDA-X-accelerated releases to workstation-class hardware, which reinforces why this application continues to drive current demand.

AI Development and data science are growing faster because enterprises want dedicated systems for model fine-tuning, inference optimization, and retrieval-augmented workflows without relying fully on shared cloud clusters. That change is broadening the workstation GPU market into private AI development, where memory capacity, secure local storage, and software compatibility all matter at the workstation level. Other applications still carry meaningful demand, especially 3D Rendering and Visualization and Media Production and Content Creation, where ray tracing and real-time output remain essential for client work. Scientific Computing and Simulation also stays stable through demand from research labs, pharmaceutical firms, and public research environments, while Medical Imaging and Healthcare Visualization adds a more specialized layer of demand around on-premise imaging and planning tools. The broader result is that the workstation GPU market now supports many buyers who want one platform for AI and visualization in the same work session, rather than separate systems for each task.

Complete Report Scope:

• By Product Type
  • Desktop Workstation GPU
  • Mobile Workstation GPU
• By Application
  • CAD, CAM and CAE
  • 3D Rendering and Visualization
  • Media Production and Content Creation
  • Scientific Computing and Simulation
  • Medical Imaging and Healthcare Visualization
  • AI Development and Data Science
  • Other Applications
• By Organization Size
  • Small and Medium Enterprises
  • Large Enterprises
• By Industry Vertical
  • Architecture, Engineering and Construction
  • Manufacturing and Industrial Design
  • Media and Entertainment
  • Automotive and Transportation
  • Other Industry Verticals
• By Geography
  • North America
    • United States
    • Canada
    • Mexico
  • Europe
    • Germany
    • United Kingdom
    • France
    • Italy
    • Rest of Europe
  • Asia-Pacific
    • China
    • Japan
    • South Korea
    • India
    • Southeast Asia
    • Rest of Asia-Pacific
  • South America
  • Middle East and Africa

Geography Analysis

North America held 36.53% of the workstation GPU market share in 2025, while Asia-Pacific is forecast to grow at a 20.35% CAGR through 2031. North America led the workstation GPU market because it combines large technology budgets with dense demand from defense contractors, life sciences organizations, and media production studios. Buyers in the region also place high value on certified platforms, secure local compute, and stable enterprise support. HPE and NVIDIA reinforced that environment in 2025 with an AI Factory for Government design aimed at secure AI deployment in the public sector and regulated settings. Canada and Mexico also contribute through automotive engineering centers and supply chain design teams that align closely with U.S. workstation standards.

Europe remained the second-largest regional market for workstations and GPUs, with Germany, the United Kingdom, and France as the main demand centers. Germany remained central because automotive, aerospace, and industrial machinery companies continue to depend on simulation, digital twins, and precision design workflows that require professional GPU capabilities. NVIDIA's work with Siemens and other CAE partners supports that setup by bringing faster engineering computation into production environments. The United Kingdom and France add steady demand through visual effects, media work, scientific research, and computational modeling. Italy and the rest of the region contribute through product design, architecture, and light industrial manufacturing, which keeps Europe broad-based rather than concentrated in one end market.

Asia-Pacific is the fastest-growing part of the workstation GPU market because China, India, Japan, and South Korea are all adding demand from different starting points. The input linked China's momentum to domestic GPU substitution under export control pressure, while the OECD noted wider government efforts to build more resilient semiconductor value chains. India is adding another layer through its expanding AI development services base and infrastructure push around GPU deployment, which supports adjacent demand for local professional compute. Japan and South Korea continue to rely on workstation-class systems for semiconductor EDA, robotics design, and automotive engineering. Southeast Asia is emerging through electronics manufacturing services and design capability growth, while South America and the Middle East and Africa remain smaller but developing markets supported by digital twin work in energy and expanding technology services.

1. NVIDIA Corporation
2. Advanced Micro Devices, Inc.
3. Intel Corporation
4. ASUSTeK Computer Inc.
5. Micro-Star International Co., Ltd.
6. GIGA-BYTE Technology Co., Ltd.
7. PNY Technologies, Inc.
8. Leadtek Research Inc.
9. ZOTAC International (MCO) Limited
10. Sapphire Technology Limited
11. Matrox Graphics Inc.
12. BOXX Technologies, Inc.
13. Exxact Corporation
14. Colfax International
15. Koi Computers, Inc.
16. Super Micro Computer, Inc.
17. ELSA Japan Inc.
18. GUNNIR Technology Co., Ltd.

Additional Benefits:

• The market estimate (ME) sheet in Excel format
• 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 Study Assumptions and Market Definition
• 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET LANDSCAPE

• 4.1 Market Overview
• 4.2 Market Drivers
  • 4.2.1 Rising AI Inference and Local Model Workflows on Workstations
  • 4.2.2 Refresh Cycle for Professional Visualization and Content Creation PCs
  • 4.2.3 Chiplet and Advanced Packaging Road Maps Improving Pro GPU Performance Density
  • 4.2.4 Export Controls and Supply Chain Localization Supporting Regional GPU Substitution
  • 4.2.5 Enterprise Demand for Secure On-Premise AI Development Environments
  • 4.2.6 Rising CAD, Simulation, and Digital Twin Workloads in Engineering Teams
• 4.3 Market Restraints
  • 4.3.1 High Total Cost of Ownership for Professional GPU Workstations
  • 4.3.2 Driver Certification and Application Compatibility Complexity
  • 4.3.3 Power, Thermal, and Form Factor Constraints in Desktop and Mobile Systems
  • 4.3.4 Supply Tightness in Advanced Memory and Substrate Components
• 4.4 Industry Value Chain Analysis
• 4.5 Regulatory Landscape
• 4.6 Technological Outlook
• 4.7 Impact of Macroeconomic Factors on the Market
• 4.8 Porter's Five Forces Analysis
  • 4.8.1 Bargaining Power of Suppliers
  • 4.8.2 Bargaining Power of Buyers
  • 4.8.3 Threat of New Entrants
  • 4.8.4 Threat of Substitutes
  • 4.8.5 Competitive Rivalry

5 MARKET SIZE AND GROWTH FORECASTS (VALUE)

• 5.1 By Product Type
  • 5.1.1 Desktop Workstation GPU
  • 5.1.2 Mobile Workstation GPU
• 5.2 By Application
  • 5.2.1 CAD, CAM and CAE
  • 5.2.2 3D Rendering and Visualization
  • 5.2.3 Media Production and Content Creation
  • 5.2.4 Scientific Computing and Simulation
  • 5.2.5 Medical Imaging and Healthcare Visualization
  • 5.2.6 AI Development and Data Science
  • 5.2.7 Other Applications
• 5.3 By Organization Size
  • 5.3.1 Small and Medium Enterprises
  • 5.3.2 Large Enterprises
• 5.4 By Industry Vertical
  • 5.4.1 Architecture, Engineering and Construction
  • 5.4.2 Manufacturing and Industrial Design
  • 5.4.3 Media and Entertainment
  • 5.4.4 Automotive and Transportation
  • 5.4.5 Other Industry Verticals
• 5.5 By Geography
  • 5.5.1 North America
    • 5.5.1.1 United States
    • 5.5.1.2 Canada
    • 5.5.1.3 Mexico
  • 5.5.2 Europe
    • 5.5.2.1 Germany
    • 5.5.2.2 United Kingdom
    • 5.5.2.3 France
    • 5.5.2.4 Italy
    • 5.5.2.5 Rest of Europe
  • 5.5.3 Asia-Pacific
    • 5.5.3.1 China
    • 5.5.3.2 Japan
    • 5.5.3.3 South Korea
    • 5.5.3.4 India
    • 5.5.3.5 Southeast Asia
    • 5.5.3.6 Rest of Asia-Pacific
  • 5.5.4 South America
  • 5.5.5 Middle East and Africa

6 COMPETITIVE LANDSCAPE

• 6.1 Market Concentration
• 6.2 Strategic Moves
• 6.3 Vendor Positioning Analysis
• 6.4 Company Profiles (includes Global Level Overview, Market Level Overview, Core Segments, Financials as available, Strategic Information, Market Rank/Share, Products and Services, Recent Developments)
  • 6.4.1 NVIDIA Corporation
  • 6.4.2 Advanced Micro Devices, Inc.
  • 6.4.3 Intel Corporation
  • 6.4.4 ASUSTeK Computer Inc.
  • 6.4.5 Micro-Star International Co., Ltd.
  • 6.4.6 GIGA-BYTE Technology Co., Ltd.
  • 6.4.7 PNY Technologies, Inc.
  • 6.4.8 Leadtek Research Inc.
  • 6.4.9 ZOTAC International (MCO) Limited
  • 6.4.10 Sapphire Technology Limited
  • 6.4.11 Matrox Graphics Inc.
  • 6.4.12 BOXX Technologies, Inc.
  • 6.4.13 Exxact Corporation
  • 6.4.14 Colfax International
  • 6.4.15 Koi Computers, Inc.
  • 6.4.16 Super Micro Computer, Inc.
  • 6.4.17 ELSA Japan Inc.
  • 6.4.18 GUNNIR Technology Co., Ltd.

7 MARKET OPPORTUNITIES AND FUTURE OUTLOOK

• 7.1 White-Space and Unmet-Need Assessment