Wall Street's Hottest Trend, Artificial Intelligence (AI), Has a Conviction Problem -- Just Ask Nvidia, Broadcom, and Advanced Micro Devices

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Roughly 30 years ago, the internet changed corporate America's growth trajectory forever. Businesses' ability to reach beyond their storefronts with the click of a mouse has spurred growth in American businesses for decades.

However, Wall Street has been waiting quite some time for the next big trend to rival the internet. While a number of next-big-thing technologies, innovations, and trends have come along since the mid-1990s, none have come close to matching what the advent of the internet did for businesses...until now.

Multiple humanoid robots typing on laptops while seated at a long table in an office conference room.
Image source: Getty Images.

The rise of artificial intelligence (AI) has professional and everyday investors excited -- and with good reason. The capacity for AI-driven software and systems to become more proficient at their assigned tasks and potentially even learn new skills without human intervention gives this technology utility in most sectors and industries around the globe.

Perhaps the most jaw-dropping estimate of AI's utility comes from "Sizing the Prize," a report issued by researchers at PwC. Based on a combination of increased productivity and consumption-side effects, PwC is forecasting a $15.7 trillion lift to the global economy by 2030 solely from the artificial intelligence revolution.

But while most Wall Street analysts and investors are overwhelmingly bullish on AI, conviction seems to be lacking where it matters most -- in the companies leading this game-changing revolution.

The sky is seemingly the limit for Nvidia, Broadcom, and AMD

A quick look at the stock charts for Wall Street's leading AI companies shows they're certainly not struggling. Nvidia (NASDAQ: NVDA) has gained more than $3 trillion in market cap since the start of 2023, while Broadcom (NASDAQ: AVGO) and Advanced Micro Devices (NASDAQ: AMD) have tacked on respective gains of 216% and 141% in 21 months and change. AI is undeniably fueling this outperformance.

Nvidia's hardware has led the charge. Its graphics processing units (GPUs) are effectively the brains powering split-second decision-making in AI-accelerated data centers. Demand for the H100 GPU (commonly known as the "Hopper") has been so overwhelming that Nvidia has been able to command anywhere from a 100% to 300% pricing premium for its chips, compared to its rivals. The end result is a double-digit percentage-point improvement in the company's adjusted gross margin.

Although Advanced Micro Devices entered the arena well after Nvidia, it's still finding plenty of demand for its less-costly MI300X AI GPUs. With Nvidia's chips backlogged, time-tested chip companies like AMD can be expected to siphon AI GPU orders away from the former.