According to a research report, OpenClaw is advancing AI towards practical implementation, fueling demand for computing power. Combined with industry-wide price increases, the cloud computing sector is the first to experience a simultaneous improvement in performance and market vitality. In the medium to long term, the key factors determining the sector's enduring value are genuine enterprise demand, user retention and conversion, the strategic positioning of cloud providers within the industry chain, and the sustainable improvement of profit margins and return on investment. The report indicates that cloud computing revenue accelerated further in the fourth quarter of last year, driven by robust AI demand. Combined external revenue from internet cloud services, including Alibaba Cloud, Tencent Cloud, and Baidu AI Cloud, reached 50.9 billion yuan, accelerating to a year-on-year growth rate of 26%. The combined capital expenditure for the general businesses of Alibaba, Tencent, and Baidu in the same quarter was 50.6 billion yuan, a decrease of 29% year-on-year. In contrast, combined revenue from AWS, Microsoft Azure, Google Cloud, Oracle Cloud Services, and Coreweave reached $87.6 billion, growing 34% year-on-year, while their combined capital expenditure was $141.9 billion, increasing 67% year-on-year, maintaining a high growth trajectory. The report states that the breakthrough success of OpenClaw signifies large models' evolution from general dialogue systems to practical, actionable tools. It can perform system operations, automate office tasks, and execute complex assignments through natural language, transforming models into productivity tools. Driven by this, the monetization strategy for domestic cloud providers is upgrading from traditional GPU leasing to a Model-as-a-Service (MaaS) model. Concurrently, strong demand for AI agents and inference, coupled with high costs for GPUs, computing infrastructure, and energy consumption, has prompted domestic and international cloud and model providers to initiate a comprehensive price hike cycle. The industry is shifting towards value-based pricing centered on performance and service quality. The report also notes that overseas cloud providers continue to make substantial investments in AI computing power, with the ratio of capital expenditure to operating cash flow steadily rising, putting significant pressure on free cash flow and raising market concerns about long return cycles and funding arrangements. During the 2026 Spring Festival, major Chinese tech firms including ByteDance, Alibaba, Tencent, and Baidu engaged in an "AI red envelope battle," heavily investing in AI applications to attract new users. This led to short-term user surges, but post-campaign user retention and usage frequency generally declined, with ByteDance's Doubao performing relatively well and leading in user base. The report concludes that establishing sustainable business models and achieving ecosystem breakthroughs will require more time.
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