During this year's "Double Eleven" shopping festival, Tokens (word tokens) entered multiple e-commerce platforms for the first time as an independent product category. The computing power consumption once hidden behind the scenes of large model services has begun to reach ordinary consumers in the form of purchasable, comparable commodities. This means Token consumption is gradually extending from the API call model dominated by enterprises and developers toward the mass market.
Tokens are, in essence, the computing resources consumed when users use AI services; paying for Tokens is in fact purchasing the underlying computing power service. In the past, such fees were mainly settled behind the scenes by large model vendors based on usage volume, and ordinary users could hardly see unit prices directly or had no channel for side-by-side price comparison. Now that Tokens have been placed on e-commerce shelves, the threshold for users to purchase AI computing power services has been lowered.
Take Su Guoqing, a resident of Xining, Qinghai, as an example. He is a short-video enthusiast who took advantage of the e-commerce promotions to buy a large number of Tokens for video production. He said that simple video production consumes less, while complex scene construction and action storyboarding require consuming more Tokens.
However, the commercialization of Tokens is still in its early stages. Industry insiders point out that to truly become a mass consumer product, related services still need improvements in metering and accounting, pricing mechanisms, security controls, and compliance governance. Consumers also hope that platforms will clarify how unused balances are handled and establish mechanisms for resolving consumption disputes, improving after-sales protection. As AI applications become widespread, Tokens are expected to become a new digital consumption category, but their large-scale development still depends on the maturity of price transparency, service standardization, and consumer protection systems.