The Newest Artificial Intelligence Stock Has Arrived -- and It Claims to Make Chips That Are 20x Faster Than Nvidia

The artificial intelligence chipmaker Nvidia (NASDAQ: NVDA) has amassed close to a $3.2 trillion market cap, making it one of the world's largest chipmakers. It now consumes more than 6% of the broader benchmark S&P 500 index. Over the last five years, Nvidia has grown annual revenue by 458% and the stock is up an incredible 2,009%. Given the potential for AI to disrupt life as we know it, it's understandable that investors are so excited about the stock.

But the lure of these kinds of gains is naturally going to attract competition. Now, one of Nvidia's competitors is planning an initial public offering (IPO) and claiming to manufacture chips that can vastly outperform Nvidia at a fraction of the price. Let's take a look.

20x better than Nvidia?

Last week, the AI chipmaker Cerebras filed its registration statement with the Securities and Exchange Commission (SEC) with the intent to go public. In a press release from 2021, Cerebras said it had a valuation of $4 billion after a $250 million series F financing round. The company is targeting a $1 billion IPO at a $7 billion to $8 billion valuation.

In its registration statement, Cerebras cites Nvidia as a competitor, as well as other large AI companies such as Advanced Micro Devices, Intel, Microsoft, and Alphabet. Here is a description of what Cerebras does:

We design processors for AI training and inference. We build AI systems to power, cool, and feed the processors data. We develop software to link these systems together into industry-leading supercomputers that are simple to use, even for the most complicated AI work, using familiar ML frameworks like PyTorch. Customers use our supercomputers to train industry-leading models. We use these supercomputers to run inference at speeds unobtainable on alternative commercial technologies.

Cerebras' pitch is that bigger is better. That's because the company has designed a chip that is the size of a full silicon wafer, and the largest ever sold. The company believes that the size advantage leads to less time moving data. Furthermore, Cerebras has a flexible business model in which clients can buy Cerebras products to have at their facilities or through a consumption-based subscription through the company's cloud infrastructure.

Cerebras clearly wants investors to compare, or at least associate, the company with Nvidia. Nvidia is mentioned 12 times in the registration statement. Cerebras also provides a side-by-side comparison of its Wafer-Scale Engine-3 chip versus Nvidia's H100 graphics processing unit (GPU), which is considered the most powerful GPU on the market.