3 AI Infrastructure Stocks to Buy Right Now and Hold for 10 Years

The artificial intelligence (AI) infrastructure build-out is reshaping the technology landscape in a potentially long-lasting manner, limited only by factors such as financing and energy consumption. In this environment, several AI infrastructure stocks stand out as compelling long-term investment opportunities.

Nvidia (NVDA), a leader in AI infrastructure, continues to dominate the market with its graphics processing units (GPUs) for AI model training. The company's CUDA software platform and strategic acquisitions, including Groq and Arm-based CPUs, solidify its position in the ecosystem. Nvidia's next-generation networking portfolio and AI orchestration and distribution software acquisitions further enhance its total AI infrastructure capabilities, positioning it as a prime semiconductor stock for the next decade.

Advanced Micro Devices (AMD) has proven itself as a formidable competitor in the AI chip market, with a focus on agentic AI. AMD's high-end server CPUs and specialized CPUs for AI agents are poised to capture significant market share. The company's emphasis on memory management through chiplet design, acquisitions of Taalas and MEXT, and recent acquisition of World Labs for spatial AI models make AMD a promising long-term investment in the AI infrastructure space.

Taiwan Semiconductor Manufacturing (TSM) is the world's leading foundry and a crucial player in the semiconductor industry. Its role as a partner to chip designers like Nvidia and AMD is vital, given the challenges faced by other foundries in achieving high yields on advanced chips. TSMC's growth, pricing power, and ability to benefit from emerging technologies such as robots and robotaxis solidify its status as a top AI infrastructure stock to own.