Nvidia ( NVDA -0.01%) is the leading supplier of graphics processing units (GPUs) for data centers, which are used to develop advanced artificial intelligence (AI) models. The company consistently grew its quarterly revenue by triple-digit percentages over the past year, propelling its market capitalization to $3.2 trillion.

Demand for artificial intelligence products sent Nvidia and Super Micro stocks surging this week. Meanwhile, fellow chipmaker AMD launched new AI chips as it eyes a $500 billion market for data center AI accelerators by 2028.

The hottest artificial intelligence (AI) stock no doubt has been Nvidia, whose graphic processing units (GPUs) have become the backbone of the AI infrastructure buildout. However, with spending in the space still frantic as companies rush to compete, Nvidia won't be the only winner.