Goldman: AI PCs to Buck 10% Market Slump as ‘Edge Computing’ Demand Accelerates

Why It Matters

The shift toward AI‑enabled, edge‑computing PCs offers higher margins and mitigates the broader market contraction, signaling a strategic pivot for leading manufacturers and investors.

Key Takeaways

• Global PC shipments forecast down 10% in 2026.
• AI‑capable PCs projected 150 million units, 59% penetration.
• Premium AI PCs less price‑sensitive, offset rising material costs.
• Goldman expects AI PCs 81% market share by 2028.
• Apple, Lenovo, HP, Dell shifting to edge‑computing portfolios.

Pulse Analysis

The personal computer market is entering a pronounced downturn, driven by escalating memory and component prices and the waning upgrade cycle after the Windows 10 end‑of‑life transition. Analysts at Goldman Sachs revised the 2026 shipment outlook to 257 million units, a steeper decline than earlier estimates, reflecting both cost pressures and an inventory overhang that will only clear in late 2025. This contraction underscores the vulnerability of low‑margin, entry‑level devices that struggle to absorb rising input costs.

Amid the broader slump, AI‑enabled PCs are emerging as a growth engine. Goldman projects AI‑capable shipments to reach 150 million units in 2026, delivering a 59% market share and positioning high‑end machines as resilient profit centers. These devices, designed for edge‑computing workloads, command premium pricing and are less sensitive to cost increases, allowing manufacturers to maintain healthier margins. The rapid adoption of AI features is reshaping product roadmaps, with firms prioritizing powerful GPUs, dedicated AI accelerators, and optimized software stacks.

The implications extend beyond hardware manufacturers to the entire supply chain and capital markets. Companies such as Apple, Lenovo, HP, and Dell are reallocating resources toward AI‑centric portfolios, seeking to capture the higher‑margin segment and differentiate from commoditized competitors. Investors are likely to reward firms that successfully integrate edge‑computing capabilities, while suppliers of memory and specialized chips stand to benefit from sustained demand. By 2028, Goldman anticipates AI PCs will dominate 81% of shipments, cementing a new industry standard and redefining growth trajectories for the PC ecosystem.