The three major Chinese telecommunications operators have simultaneously introduced token-based service plans, raising questions about whether this move can help them break free from their traditional "pipeline" role and cultivate a second growth curve.
On May 18th, the stock prices of all three major operators rose, with
Concurrently, the Shanghai branch of
The Shanghai branch of
Analyst reports note that operators are accelerating their transformation from traditional "pipelines" to "token economy service providers." However, some industry insiders point out that large model applications are still in their infancy. The total revenue from token packages is currently negligible for operators, and it remains to be seen whether they can become a new growth driver.
How expensive are these token packages, and what are the differences? A "token" is the smallest unit of information after data is split for efficient processing by AI large language models. Every query a user makes and every response the model generates consumes tokens. Some reports liken tokens to the "industrial oil" of the AI era.
According to data from the National Data Administration, China's average daily token consumption was approximately 100 billion in early 2024. By the end of 2025, this figure had surged to 100 trillion, and it exceeded 140 trillion in March 2026, representing growth of over a thousandfold in two years.
In terms of product attributes, token fees charged by large model vendors are typically model-specific quotas for calling their own platform's services, using a detailed pricing model that charges separately for input and output. In contrast, the tokens offered by telecom operators provide multi-model, general-purpose computing services, similar to the logic of past data and voice packages.
Regarding fees, there are significant differences among the three major operators and even among different provincial branches of the same operator.
The trial commercial token packages launched by
Besides the Shanghai branch's offering,
Telecom and internet analyst Ma Jihua commented frankly, "Currently, how token fees are charged and what standards are used is essentially a 'black box' for users. There's no specific standard for the consumption per call, leaving users confused. Making the charges clearer and more affordable is key to the growth of this service."
According to a report, a relevant person in charge at
Why are telecom operators the beneficiaries? Why are telecom operators benefiting? Aren't they just "pipelines"? Ma Jihua further analyzed that for operators, traditional businesses have hit a ceiling, urgently necessitating a search for new growth curves. Artificial intelligence is the hottest field in recent years, and operators have also made significant investments, building numerous intelligent computing centers. Their computing power levels and capabilities are at the forefront, so they naturally want to find new development space through the monetization of computing power. "When a business like 'raising lobsters' emerges and tokens become sellable, operators are certainly among the first to enter."
Ma Jihua believes that traditionally, the products operators provide are mainly services, allowing other businesses to flow on the "pipeline" to generate revenue. However, tokens are essentially a form of computing power capability and can be viewed as a direct product. "Once successful, operators could indeed break free from the pipeline bottleneck and seize development opportunities."
A research report from Galaxy Securities indicates that operators possess nationwide backbone networks, abundant computing nodes, and cloud-network integration capabilities—precisely the infrastructure needed to connect dispersed computing power and schedule token circulation. They are transitioning from "traffic pipeline providers" to "computing power service providers."
The capital expenditures of the three major operators are also shifting towards computing power. In 2026,
Furthermore, the three operators already hold nearly 50% of the IDC market share.
Market Focus Tilts Towards Government and Enterprise Sectors China Telecom Cloud, China Mobile Cloud, and China Unicom Cloud are becoming the main channels for token monetization. Consequently, several industry professionals also stated that the primary market for tokens lies in the government and enterprise sectors.
Pan Helin, a member of the Expert Committee on Information and Communication Economy of the Ministry of Industry and Information Technology, told reporters, "The target customers of operators need not just pure computing power but also responsiveness in algorithm capabilities and software tools. For example, internet large model vendors sell algorithm models and tool implementation. The advantage of operators lies in computing power and security. Their main customers should be government and enterprise clients, especially state-owned enterprises. After all, government agencies and SOEs have needs transitioning from digital to intelligent transformation, but token services are unlikely to replace traditional businesses in the short term."
Independent telecom observer Fu Liang also stated that operators will capture a portion of the government and enterprise market share. "For example, sensitive departments and enterprises. In the consumer market, operators find it difficult to compete with internet companies as their strategies are not flexible enough."
Ma Jihua believes that operators have accumulated years of experience and resources in package services, mastering a complete set of logic for promotion and application. They also have a workforce of millions nationwide who can help users with installation and setup, giving them a certain advantage in marketing and service.
It is worth noting that "computing power" is already generating actual revenue for operators. For instance, for
Dong Xin, Party Secretary and Chairman of
Ke Ruiwen, Chairman of
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