1 INTRODUCTION

    1.1 Study Objectives
    1.2 Market Definition
    1.3 Study Scope

        1.3.1 Markets Covered and Regional Scope
        1.3.2 Inclusions and Exclusions
        1.3.3 Years Considered

    1.4 Currency Considered
    1.5 Limitations
    1.6 Stakeholders

2 MARKET OVERVIEW

    2.1 Introduction
    2.2 Market Dynamics

        2.2.1 Drivers

            2.2.1.1 Surging Use of cloud-powered AI, ML, and DL frameworks
            2.2.1.2 Increasing need for budget-friendly yet high-performance GPU
                    solutions from enterprises
            2.2.1.3 Growing deployment of GPU as a service model in gaming and
                    virtualization applications

        2.2.2 Restraints

            2.2.2.1 Supply chain bottlenecks and AI demand dynamics

        2.2.3 Opportunities

            2.2.3.1 Revolutionizing media production workflows
            2.2.3.2 Increasing investments in AI infrastructure by cloud service
                    providers
            2.2.3.3 Rise of pure-play GPU companies

        2.2.4 Challenges

            2.2.4.1 Managing high power consumption and cooling needs in cloud
                    GPUS
            2.2.4.2 Confronting security, performance, and scalability
                    challenges in multi-tenant environments

    2.3 Trends/Disruptions Impacting Customer Business
    2.4 Value Chain Analysis
    2.5 Ecosystem Analysis
    2.6 Technology Analysis

        2.6.1 Key Technologies

            2.6.1.1 Cloud infrastructure and virtualization
            2.6.1.2 Containerization and orchestration

        2.6.2 Complementary Technologies

            2.6.2.1 High-bandwidth memory (HBM3/E)

        2.6.3 Adjacent Technologies

            2.6.3.1 High-performance computing (HPC)

    2.7 Patent Analysis
    2.8 Trade Analysis

        2.8.1 Import Data (HS Code 847330)
        2.8.2 Export Data (HS Code 847330)

    2.9 Key Conferences and Events, 2025–2026
    2.10 Investment and Funding Scenario
    2.11 Porter’s Five Forces Analysis

        2.11.1 Threat of New Entrants
        2.11.2 Threat of Substitutes
        2.11.3 Bargaining Power of Suppliers
        2.11.4 Bargaining Power of Buyers
        2.11.5 Intensity of Competitive Rivalry

3 COMPETITIVE LANDSCAPE

    3.1 Introduction
    3.2 Key Player Strategies/Right to Win, 2023–2025
    3.3 Revenue Analysis, 2022–2024
    3.4 Market Share Analysis, 2024
    3.5 Company Valuation and Financial Metrics
    3.6 Brand Comparison
    3.7 Company Evaluation Matrix: Startups/SMEs, 2024

        3.7.1 Progressive Companies
        3.7.2 Responsive Companies
        3.7.3 Dynamic Companies
        3.7.4 Starting Blocks
        3.7.5 Competitive Benchmarking: Startups/SMEs, 2024

            3.7.5.1 Detailed list of key startups/SMEs
            3.7.5.2 Competitive benchmarking of key startups/SMEs

    3.8 Competitive Scenario

        3.8.1 Product Launches
        3.8.2 Deals

4 COMPANY PROFILES

    4.1 FLUIDSTACK

        4.1.1 Business overview
        4.1.2 Products/Solutions/Services offered
        4.1.3 Recent developments

    4.2 OVH SAS

        4.2.1 Business overview
        4.2.2 Products/Solutions/Services offered
        4.2.3 Recent developments

    4.3 E2E NETWORKS LIMITED

        4.3.1 Business overview
        4.3.2 Products/Solutions/Services offered
        4.3.3 Recent developments

    4.4 RUNPOD

        4.4.1 Business overview
        4.4.2 Products/Solutions/Services offered
        4.4.3 Recent developments

    4.5 SCALEMATRIX HOLDINGS, INC.

        4.5.1 Business overview
        4.5.2 Products/Solutions/Services offered
        4.5.3 Recent developments

    4.6 VAST.AI

        4.6.1 Business overview
        4.6.2 Products/Solutions/Services offered
        4.6.3 Recent developments

    4.7 ACECLOUD

        4.7.1 Business overview
        4.7.2 Products/Solutions/Services offered
        4.7.3 Recent developments

    4.8 SNOWCELL

        4.8.1 Business overview
        4.8.2 Products/Solutions/Services offered
        4.8.3 Recent developments

    4.9 LINODE LLC

        4.9.1 Business overview
        4.9.2 Products/Solutions/Services offered
        4.9.3 Recent developments

    4.10 YOTTA INFRASTRUCTURE

        4.10.1 Business overview
        4.10.2 Products/Solutions/Services offered
        4.10.3 Recent developments

    4.11 VULTR

        4.11.1 Business overview
        4.11.2 Products/Solutions/Services offered
        4.11.3 Recent developments

    4.12 DIGITALOCEAN, LLC

        4.12.1 Business overview
        4.12.2 Products/Solutions/Services offered
        4.12.3 Recent developments

    4.13 RACKSPACE TECHNOLOGY

        4.13.1 Business overview
        4.13.2 Products/Solutions/Services offered
        4.13.3 Recent developments

    4.14 GCORE

        4.14.1 Business overview
        4.14.2 Products/Solutions/Services offered
        4.14.3 Recent developments

    4.15 NEBIUS B.V.

        4.15.1 Business overview
        4.15.2 Products/Solutions/Services offered
        4.15.3 Recent developments