Rising Compute Costs Drive Industry Price Increases As Institutions Expect Internet Firms To Outperform In Q1

Technology and internet shares in Hong Kong traded higher on April 16, with Baidu（09888.HK）advancing 7.51%, Alibaba（09988.HK）rising 4.98% and Tencent Holdings（00700.HK）adding 2.51% as of the time of publication. The sector’s gains were linked to a wave of price adjustments for large‑scale model services and security offerings, led by recent announcements from Alibaba Cloud. Effective May 15, certain model unit services on Alibaba Cloud’s “Bailian” platform will see price increases of between 2% and 7%. In addition, Alibaba Cloud plans to raise prices for its DDoS protection suite on July 15, 2026, with the mainland China DDoS High Defense Elastic 95 function moving from RMB 100 per Mbps per month to RMB 150 per Mbps per month. Earlier, on April 13, Alibaba Cloud revised the free API quotas for DataWorks standard and professional editions and introduced a pay‑as‑you‑go billing option.

This round of price adjustments is not isolated. Market reports indicate that other leading technology groups, including Tencent and Baidu, have also increased charges for their large‑model services, reflecting an industry‑wide response to elevated AI compute costs. Internationally, Anthropic has shifted its enterprise offering, Claude Enterprise, from a fixed monthly per‑user fee of up to USD 200 to a usage‑based billing model with an additional USD 20 monthly charge. Industry observers warn that heavy users could see total costs double or even triple under the new structure, underscoring a broader migration from subscription pricing toward consumption‑based models.

The compute rental market corroborates these pricing pressures. Data from SemiAnalysis show that one‑year rental rates for H100 GPUs rose from about USD 1.70 per hour per GPU in October 2025 to USD 2.35 per hour per GPU in March 2026, an increase approaching 40%, illustrating persistent supply‑demand tightness. Concurrently, product innovation continues apace: Alibaba’s ATH business group has opened early access to “Happy Oyster,” an open‑world model built on a native multimodal architecture that supports audio‑video generation and enables continuous user interaction during content creation, delivering real‑time responses and dynamic rendering.

Institutional outlook for first‑quarter results is constructive, with AI‑driven cloud growth and robust e‑commerce and logistics performance cited as primary catalysts. Jefferies projects Baidu Intelligent Cloud infrastructure revenue to expand by more than 40% year‑on‑year, materially above consensus, while Alibaba Cloud is also expected to achieve roughly 40% revenue growth amid surging AI demand and increased token consumption. JD.com and JD Logistics are likewise anticipated to report stronger‑than‑expected profitability for the quarter. Overall, constrained supply and strong demand are enhancing the pricing power of Chinese cloud providers and supporting an upward trajectory in industry fundamentals.