Production Volume of AI Products

AI Servers Worldwide AI‑server shipments are projected to reach around 2.75 million units in 2026, with a year‑on‑year growth rate of roughly 28‑31%. Hyperscale cloud providers keep ramping up procurement for large‑model training and inference workloads. High‑density 8‑GPU rack‑mount systems account for a growing share of total production. Supply‑chain constraints on high‑bandwidth memory (HBM) and advanced AI accelerators remain key bottlenecks limiting full output expansion.

AI Accelerator Chips GPU‑based accelerators still dominate the data‑center market. Meanwhile, custom‑designed AI ASICs from cloud vendors register faster shipment growth than merchant GPUs in 2026. Domestic AI‑chip production capacity continues scaling up to meet regional inference demands. Even with fab capacity expansion, lead‑times for high‑performance AI chips stay relatively long due to strong market appetite.

Edge‑AI Terminals AI‑PC manufacturing expands rapidly. Forecasts estimate 143.1 million AI‑PC units to ship in 2026, making up over half of total global PC shipments. Production volumes for edge‑AI modules, smart vision devices and embedded AI‑oT boards also climb month‑by‑month. Many mainstream MCU, power‑management and sensor chip models are seeing increased search and order activity as AI‑terminal BOM requirements grow.

Market Note While overall production volumes surge, mismatches exist between fast‑growing market demand and component supply capacity. Some popular AI‑related semiconductors remain tight‑supply, pushing customers to evaluate alternative part numbers for risk mitigation.