Beyond Nvidia, AMD, and Broadcom: Why This Chip Stock Will Emerge as the Biggest Winner of the AI Semiconductor Boom

While Nvidia, AMD, and Broadcom have benefited from AI demand, Taiwan Semiconductor Manufacturing (TSMC) is positioned as the ultimate winner due to its dominant manufacturing capacity, technological lead, and scale. As hyperscalers increasingly adopt custom silicon chips, all designs ultimately rely on TSMC for production. The company controls 73% of third-party chip manufacturing spending and is investing $60-64 billion in capital expenditures to meet surging demand, while trading at a reasonable 24.5x forward earnings with projected 30% EPS growth.