With Nvidia CEO Jensen Huang set to participate in COMPUTEX 2026 from June 1 to 4, attention is turning to the AI inference market. Both Nvidia and Cerebras are seen as major beneficiaries of the growing demand for inference workloads, a critical phase in AI model deployment.

Billionaire investors have recently sold shares of an AI stock that has climbed 105,000% since its IPO, though at least one buyer remains. The divergence among sophisticated investors highlights uncertainty about valuation in the AI sector, even as the technology's adoption accelerates.

Motley Fool analysts note that both Nvidia and Cerebras have a "big inference opportunity ahead." Nvidia's dominance in training GPUs is well-established, but Cerebras—known for its wafer-scale chips—is positioning itself as a specialized alternative for inference tasks.

The COMPUTEX event typically sees global industry giants unveil new products in AI, computing, robotics, and next-generation technology. Huang's presentation could provide signals about Nvidia's inference roadmap and competitive positioning.

Some analysts argue that Nvidia's entrenched ecosystem and scale give it a durable edge, while Cerebras's architectural focus may limit its addressable market. The inference race remains fluid, with both stocks carrying distinct risk profiles.