Bernstein now expects the global server market to reach $1 trillion by 2028, a milestone driven by surging spending on artificial intelligence infrastructure. The research firm also raised its shipment estimates, reflecting the accelerating demand for compute power to train and run AI models.
AI infrastructure spending as the primary driver
The forecast hinges on the rapid expansion of AI workloads. Data centers are pouring billions into high-performance servers equipped with specialized chips, memory, and networking gear. Bernstein’s analysis suggests that AI-related investments will account for a growing share of total server spending over the next few years, outpacing traditional enterprise and cloud demand.
Revised shipment estimates
Alongside the revenue projection, Bernstein increased its unit shipment forecasts for servers. The firm now expects higher volumes than previously anticipated, particularly for systems designed to handle AI training and inference. The revision reflects stronger-than-expected orders from hyperscale cloud providers and large enterprises racing to deploy generative AI and other machine-learning applications.
The trillion-dollar milestone
Crossing the $1 trillion mark would more than double the current size of the server market, which was estimated at around $400 billion in 2024. The growth trajectory underscores how AI is reshaping the hardware landscape. Server manufacturers, chip designers, and data center operators are all scrambling to keep up with demand, while supply chains adapt to new requirements for high-bandwidth memory and advanced packaging.
Bernstein’s updated outlook arrives as companies across industries pour capital into AI. The forecast suggests that the server market’s expansion will remain robust even as broader tech spending faces headwinds from interest rates and geopolitical uncertainty. The firm’s revised estimates reflect the growing conviction that AI will be a dominant force in server demand for years to come.
