Could this be the best artificial intelligence (AI) stock to buy in January?

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  • Taiwan Semiconductor Corporation (abbreviated as TSMC) is a clear winner in the AI ​​era, steadily increasing its market share.

  • Nvidia's growth outlook looks solid, and the impending arrival of Rubin chips is also expected to provide a boost for TSMC.

  • TSMC stock remains an attractive value despite its strong 2025 performance.

  • 10 stocks we like better than Taiwan Semiconductor Manufacturing ›

There's something refreshing about the new year. This is a great opportunity for a fresh start, bringing new ideas to your stock portfolio.

The calendar is about to turn a page, but as it has been for most of the past few years, artificial intelligence (AI) will continue to be a hot topic in 2026. Despite huge hype and soaring stock prices, some AI stocks still represent attractive value today.

taiwan semiconductor manufacturing (NYSE:TSM)The company, also known as TSMC, was no slouch in 2025. The stock price rose more than 50%. Still, it might be the best AI stock to buy in January. Here's why the stock could continue to rise.

Taiwan Semiconductor Manufacturing (TSMC) building.
Image source: Taiwan Semiconductor Manufacturing Co., Ltd.

Microchips are used in every electronic device, from AI data centers to smartphones. Many companies that sell them include: Nvidia or advanced micro devicedesign them and outsource their manufacture to companies called foundries that have the expertise and equipment to build them.

It may not be an exaggeration to say that Taiwan Semiconductor is the world's largest foundry and dominates the industry. Counterpoint Research estimates that TSMC's market share (by revenue) in the global foundry market was approximately 72% at the end of the third quarter. samsung was the closest competitor at only 7%.

Perhaps more impressively, TSMC is actually increasing its market share during this AI investment cycle, even as demand for AI chips soars. By mid-2024, the market share will be 65%.

Chip manufacturing is a complex task. Given the money at stake, with hundreds of billions of dollars being poured into AI, chip companies are flocking to TSMC's scale, equipment and proprietary processes.

No other company can build as many high-end chips as quickly. They are certain and have value.

Nvidia, a leading AI company, has a close partnership with TSMC on graphics processing units (GPUs), including the Hopper architecture and its successor, Blackwell. Naturally, innovation continues, with its Rubin architecture being the next step and expected to hit the market in 2026.



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