AMD stock jumps 6% as AI market opportunity seen at $3T

AMD stock surged 6% on Tuesday after Advanced Micro Devices said its total addressable market could reach $3 trillion by 2030, up from its previous estimate of roughly $2 trillion.

Shares rose 6.45% to $508.38, bringing their gains for the year to more than 120%.

The revised market opportunity reflects rising demand for graphics processing units (GPUs), central processing units (CPUs) and AI-enabled PCs, according to Chief Financial Officer Jean Hu.

AMD had estimated in July that its total addressable market could reach approximately $2 trillion by 2030.

Speaking at a conference on Tuesday, Hu said the figure could potentially reach as high as $3 trillion.

“This AI super investment cycle is at the very beginning, and over time, we're going to continue to see strong demand for AMD's product,” Hu said.

AMD sees AI inference driving demand

A key part of AMD’s outlook is the shift in AI workloads from model training toward inference, where AI models execute tasks after training.

According to a Citi summary of the event, AMD management said, “In the past twelve months, Inference has become the majority driver of AI computing,” with workloads also moving beyond basic chatbots toward more autonomous AI systems.

AMD expects its data center business to more than double next year.

The company plans to launch its next-generation MI450 GPU this quarter, with production expected to ramp up during the fourth quarter and into 2027.

The company is also benefiting from stronger demand for server CPUs.

Hu said AMD has increased supply in the constrained CPU market, supporting expected growth of more than 80% in the business during the second half of this year compared with the same period in 2025.

Server CPU growth is expected to exceed 70% next year.

Helios demand supports AMD’s AI expansion

AMD is also seeing strong demand for its rack-scale Helios systems.

Meta Platforms and two unnamed AI labs are anchor customers, and all three have provided demand forecasts above their initial purchase agreements.

Helios volume expectations for 2027 have already exceeded initial projections, while AMD is seeing additional demand from newer “neo-cloud” providers.

Data center GPUs currently generate profit margins below AMD’s corporate average.

However, growth in higher-margin server and embedded businesses has helped offset that pressure, with strong double-digit growth expected in the second and third quarters.

AMD is also developing its future AI accelerator pipeline.

Management said it is engaged with its three leading customers on next-generation MI500 and MI600 chips. The company has also disclosed a partnership with Cerebras and indicated plans to target the low-latency inference market.

AMD stock faces risks despite strong AI outlook

AMD’s shares have gained more than 230% over the past year, although the stock has fallen nearly 5% over the past week and about 6% over the past month.

The decline has followed strong gains and comes as investors weigh valuation alongside risks including AI accelerator export controls, memory supply constraints and tariffs.

The company’s Gaming segment also remains a drag, with revenue down 31% year over year to $779 million.

Despite those risks, AMD has become a credible second source for AI computing, supported by 107% year-over-year growth in Data Center revenue and a 6GW GPU agreement with OpenAI.

The stock has five strong-buy ratings, 36 buys and 10 holds, with no sell ratings and an average price target of $613.84.