These 3 Artificial Intelligence (AI) Stocks Will Be Big Winners Again in 2026

  • Nvidia stock is a go-to stock for tech investors because the company’s AI-enabled GPUs are largely driving the AI ​​revolution.

  • Broadcom stock is a top buy thanks largely to strong demand for the company’s custom artificial intelligence chips.

  • TSMC stock is a top buy as the world’s largest chip foundry has profited heavily from strong demand for artificial intelligence chips, including GPUs and custom chips.

  • 10 stocks we like better than Nvidia ›

Prediction market by

As in 2024, artificial intelligence (AI) stocks as a group have been among the best performers in 2025.

As of December 23, three AI stocks that have been big winners in 2025 and that I believe will be big winners again in 2026 are NVIDIA (NASDAQ: NVDA), Broadcom (NASDAQ:AVGO)and TSMCor TSM (NYSE:TSM).

A humanoid robot stands next to a digital board "AI" Lit up.
Image source: Getty Images.

Stocks are ranked by 5-year return.

Data source: Yahoo! Finance and YCharts. P/E = price-to-earnings ratio. EPS = earnings per share. Data as of December 23, 2025.

Nvidia’s graphics processing unit (GPU) is its flagship semiconductor and is considered the gold standard for training artificial intelligence (AI) models and deploying AI applications.

The company’s data center platform has performed well for quite some time. But soon after OpenAI released the ChatGPT chatbot in late 2022, demand for its AI-enabled products (GPUs and high-performance network products) began to surge. The event showcased the amazing capabilities of generative AI to company leaders and the public.

In late October, at the company’s GTC (GPU Technology Conference) in Washington, D.C., CEO Jensen Huang said management was “aware” that demand for its key data center technology would reach $500 billion over the next five quarters. Demand averaging $100 billion per quarter is truly astonishing. For context, in its fiscal third quarter, which ended in October, Nvidia’s total revenue was $57 billion, $51.2 billion of which came from data center platforms.

Broadcom develops semiconductors for a variety of end markets and develops infrastructure software.

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