I do know what you are most likely considering. Nvidia (NASDAQ: NVDA) is essentially the most beneficial firm on the earth — even greater than Apple (NASDAQ: AAPL). Why wouldn’t it have to “develop into the following Apple”?
Nvidia simply had its annual GTC convention. And at that convention, administration talked extensively concerning the increase in synthetic intelligence (AI) inferencing and Nvidia’s rising ecosystem that expands past graphics processing models (GPUs) to seize greater than one-time {hardware} gross sales.
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Simply as Apple constructed an ecosystem of shopper merchandise which have develop into as important to many households as laundry detergent and toothpaste, so too is Nvidia constructing an ecosystem primarily for enterprises to create a recurring income stream within the age of AI inferencing.
Here is why this evolving enterprise mannequin may very well be a recreation changer for traders by including stability to Nvidia’s funding thesis.
Picture supply: Nvidia.
Nvidia’s earnings progress has exploded lately as key hyperscaler prospects construct information facilities that depend on Nvidia GPUs. The info middle enterprise is so large that different segments like skilled visualization, gaming, automotive, and robotics barely transfer the needle. In fiscal 2026, the info middle section made up just below 90% of complete income. And that places strain on Nvidia to proceed promoting GPUs to hyperscalers to take care of its breakneck progress price.
Nvidia’s newest structure, Rubin, already addresses a part of the issue. It contains six chips that work collectively to enhance effectivity at rack scale for information middle functions. Lots of Rubin’s breakthroughs are associated to AI inference quite than coaching.
Consider the AI mannequin because the information base that AI brokers and instruments use to do real-world work. Making use of AI fashions requires immense compute for inference.
The tokenization of inferencing creates a recurring income stream for Nvidia. The concept is that hyperscalers will cost prospects primarily based on the variety of AI inference tokens used. As AI utilization for generative AI, AI brokers, and bodily AI grows, so will the variety of tokens demanded. Nvidia’s {hardware} and software program are constructed to course of tokens quicker, which can enchantment to hyperscalers.
All instructed, Nvidia’s aim is to create an ecosystem that features its purpose-built AI chips, networking {hardware}, and inferencing software program that may scale in lockstep with token demand — as inference and bodily AI will demand much more tokens than easy chat-based generative AI.
Nvidia’s street map for capitalizing on inferencing recurring income mirrors Apple’s blueprint.
iPhone is the focus of an ecosystem of Apple merchandise that complement one another — from iPhone to Mac, iPad, Apple Watch, AirPods, and so forth. That is just like Nvidia constructing on its GPU enterprise with “excessive codesign” to seize income from AI information middle compute, networking, and storage.
Apple has companies that straight help these merchandise, like iCloud, in addition to companies that may be built-in and utilized by these merchandise — like Apple Music, Apple TV, Apple Card, and so forth. Nvidia’s recurring income stream from AI inference tokens would comply with this similar enterprise mannequin.
Apple has advanced right into a secure, high-margin, moderate-growth firm that generates a ton of free money move (FCF) to purchase again inventory and steadily improve its dividend. Equally, Nvidia expects to spend 50% of its FCF this yr on buybacks and dividends. Nvidia solely pays a $0.01 quarterly dividend now, however I might see it saying an enormous dividend elevate adopted by reasonable annual will increase in the same vein to what Apple has finished for 14 consecutive years.
A possible slowdown in progress feels like unhealthy information for Nvidia. However in actuality, it might simply mark the following stage of the corporate’s maturation.
If Nvidia have been in a position to cut back its dependence on information middle {hardware} via an inferencing-as-a-service income stream, it might make the inventory extra interesting to balanced traders who like slightly passive earnings sprinkled on their long-term holdings. In any case, Apple instructions a a lot greater valuation than Nvidia — with Apple buying and selling at 29.3 occasions ahead earnings in comparison with simply 21.9 for Nvidia — suggesting that some traders worth predictable earnings progress and stability greater than the prospect of hypergrowth.
All instructed, Nvidia’s build-out of a recurring income stream is an excellent means to assist cut back the ache of an eventual pullback in hyperscale capital expenditures — making the inventory’s funding thesis much more interesting to long-term traders.
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Daniel Foelber has positions in Nvidia. The Motley Idiot has positions in and recommends Apple and Nvidia and is brief shares of Apple. The Motley Idiot has a disclosure coverage.
