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

This company has the technology and scale to benefit from the continued AI build-out.

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

Published August 24, 2026 · Category: Finance

Overview

Incredible demand for artificial intelligence (AI) compute has driven sales at some of the biggest chipmakers to new heights. Nvidia has been one of the biggest beneficiaries of demand for compute, as its GPUs offer unparalleled computing power. Advanced Micro Devices is also seeing strong demand for its competing GPUs. Meanwhile, Broadcom has emerged as a key partner for several hyperscalers designing their own chips for AI training and inference.

But the biggest winner in AI semiconductors won't be any of those massive chipmakers. It's the company with both the technology and the scale to support the growing semiconductor industry. Here's why Taiwan Semiconductor Manufacturing (NYSE: TSM) will emerge as the biggest winner of all among the semiconductor stocks.

Image source: Getty Images.

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Originally published at www.fool.com.

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