# GPU pricing

China’s Cloud Firms Brace for an AI-Driven Price Shock as Competition Moves Up the Stack

China’s major cloud providers are integrating open‑source AI assistants like OpenClaw while confronting rising upstream costs and surging enterprise demand. Expect selective price increases for AI GPU services, a tighter focus on packaged AI applications, and competition shifting from raw compute to full‑stack offerings.