3 Quantum Computing Stocks to Watch in the Second Half of 2026

Yahoo Finance ·

Over the past year, quantum computing stocks have emerged as a compelling complement to mainstream opportunities in the artificial intelligence (AI) ecosystem. While classical AI systems have demonstrated impressive capabilities in pattern recognition and generative tasks, many high-value problems remain computationally strained. Quantum machines leverage properties known as superposition and entanglement to better explore solutions in more sophisticated applications. This opens the door to hybrid quantum-classical environments that could usher in waves of better data, tighter constraints, and new algorithms for AI. According to an analysis by management consulting firm McKinsey & Company, quantum AI could generate between $1.3 trillion and $2.7 trillion in economic value by 2035. McKinsey sees quantum computing playing a critical role across energy and materials, pharmaceuticals, financial services, and travel and logistics, as well as advanced electronics and defense systems. In my view, three companies stand out in the quantum AI arena for distinct reasons: Nvidia ( NVDA +0.38% ) , IonQ ( IONQ 0.51% ) , and Quantinuum ( QNT +11.55% ) . Let's dig into how each of these companies is involved with quantum computing and assess their respective investment profiles.

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