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This report explores the capacity of Advanced Micro Devices (AMD) to rival Nvidia in the Graphics Processing Unit (GPU) market. With Nvidia currently dominating the sector, the analysis investigates AMD's potential to increase its market share. Factors such as technological innovation, product offerings, and industry trends are considered. AMD has been gaining traction with its RDNA 2 architecture GPUs, closing the performance gap with Nvidia's GPUs. However, Nvidia's entrenched market position, robust portfolio, and ongoing innovation, exemplified by its Ampere and Hopper architectures, provide it a competitive edge. Despite the challenges, AMD's recent partnership initiatives, improved product performance, and strategic focus on emerging markets like AI and machine learning, suggest potential for growth. However, the question of AMD surpassing Nvidia in the near term remains uncertain. The full report offers a more detailed analysis, addressing key competitive factors, opportunities, and potential strategies for AMD to catch up with Nvidia.