Bernstein sees the global server market soaring beyond $1 trillion by 2028, fueled primarily by booming AI infrastructure investments. Their latest Q2 2026 AI tracker reveals a sharp 15% annual growth in total server shipments, while GPU-powered AI servers surge at 22% CAGR, underscoring how AI workloads are reshaping data center demand.
The spotlight is on 8-GPU equivalent servers. Bernstein expects their shipments to leap nearly 50% in 2026 alone, hitting 61,000 racks and rising to 88,000 units in 2027. This rapid scale-up aligns with a massive $1.2 trillion investment pipeline in data center projects worldwide, including a 15% hike in cloud provider capex, now estimated at $1.1 trillion in 2027.
Chips designed for AI, like ASICs, are gaining ground too, making up 45% of CoWoS-based AI chip shipments. Google’s TPU shipments are on track to almost double in 2026, growing 90% from the previous year. Meanwhile, big tech investments keep climbing: Meta’s Hyperion project doubled its budget to $50 billion since late 2025, and SoftBank committed $85 billion for a massive 5 gigawatts of data center capacity in France. Nvidia and AMD are gearing up to release new hardware by Q4 2026.
This surge in server demand has ripple effects across sectors, including crypto mining and decentralized computing networks, which rely heavily on GPU availability. For context, Morgan Stanley recently raised cloud spending forecasts to $1.2 trillion, signaling even broader momentum.
This content is informational and not intended as financial advice.



