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Morgan Stanley outlines three AI market paths and identifies consistent winners

Morgan Stanley’s latest research sketches three possible AI futures—closed, hybrid, and open—and finds that infrastructure providers, especially Nvidia, would thrive in each scenario.

Morgan Stanley released a note describing three distinct trajectories for the artificial-intelligence market over the coming years. The first scenario assumes closed, proprietary models stay ahead, rewarding major cloud providers and hardware suppliers such as Amazon, Google, Nvidia and Bloom Energy. The second, a hybrid outlook, sees firms combining premium closed models for complex tasks with cheaper, customizable models for routine work, creating openings for cloud services, infrastructure software and cybersecurity firms like Datadog, Palantir, Crowdstrike, Okta and ServiceNow.

The third scenario envisions open-source models becoming as capable as proprietary ones, driving broader AI adoption on edge devices and boosting companies like Dell, HP, Apple, as well as Chinese players MiniMax, Z.ai, Alibaba and Tencent. Despite the divergent outcomes, Nvidia emerges as a constant winner, while the relative strength of Amazon, Google and Microsoft varies with the scenario. The analysis concludes that the debate over model openness may matter less than the demand for the underlying computing infrastructure.

Why it matters

Investors need to know which companies will profit from AI growth regardless of how the technology evolves.

In this story

AI futuresclosed modelshybrid AIopen modelsinfrastructure providerscloud providersedge computingchip manufacturersmarket scenariosinvestment outlook