DeepSeek

NVIDIA's GPUs are the de facto standard for AI training and inference, enabling breakthroughs in LLMs, computer vision, and scientific computing. Its data center segment, driven by AI workloads, represents the fastest growing and most profitable part of the business.

The CUDA platform and associated libraries create high switching costs for developers, establishing a software moat that complements its hardware lead. Scale in manufacturing and a robust ecosystem of partners further reinforce defensibility.

["Elevated price-to-earnings and price-to-sales multiples relative to historical averages","Cyclicality of the semiconductor sector could affect near-term revenue","Geopolitical tensions (e.g., U.S.-China trade restrictions) may impact access to certain markets or supply chains"]