Agentic AI and inference reshape workloads, lifting server CPU demand. Shipments surge as CSP in-house Arm CPUs erode x86 share.
Inference demand drives CSP ASIC growth past GPUs; Google's next TPU adopts EMIB-T, with substrate yield key to cost.
Hyperscaler Capex keeps rising on price hikes and shortages; pricier AI racks drive server value growth over volume.
US hyperscalers keep expanding, but midterm-driven backlash may raise costs and delay permits for later-stage projects.
NVIDIA shipments stay Blackwell-led as Rubin's ramp slips into next year on HBM4 snags, keeping HBM the key bottleneck.
AI chip makers weigh downgrading HBM capacity, hitting capacity for KV cache, lifting offload memory demand, as 8hi stays mainstream.
AI compute surges in 2026 as ASICs rise, NVIDIA defends its ecosystem, and bandwidth becomes the bottleneck.
Strong CSP capex fuels steady AI server growth as cloud giants expand GPU rack orders and self-developed chip programs.
Major US CSPs expand data centers via both build and lease, as construction lags demand, ushering in a dual-track era.
Hyperscale CSPs ramp capex, fueling strong AI server growth as ODMs expand GPU rack output and cooling tech advances.
Robust CSP capex drives AI server growth, led by NVIDIA racks, as ASICs, China's supply chain, and liquid cooling advance.
Global Capex rises on AI buildout as China speeds self-reliant chips, easing foreign hardware reliance.
Global Server Market – Trends and Outlook for 3Q26
Global AI server momentum builds as CSPs expand rack buys, hyperscalers advance in-house chips, and OEM orders grow.
CSP capex growth lifts server and AI shipments, chip forecasts rise, ODMs shift to racks, cooling gains traction.
