AI computing power becomes retail commodity as tokens debut on e-commerce platforms

During the Double Eleven shopping festival in 2026, the unit of AI computation, the token, was listed as a standalone product category across various e-commerce sites. This development shifts token consumption from being an opaque backend charge managed by large-model vendors to a transparent, purchasable commodity accessible to the general public. Previously, users struggled to grasp unit pricing for AI services, which were typically settled internally by enterprise and developer-focused API models. The new retail listing lowers this barrier, allowing consumers to directly purchase the underlying computing power. For instance, a short-video enthusiast named Su Guoqing in Xining, Qinghai, utilized a major promotion to buy tokens, noting that complex scene construction demands more tokens than simple video production. Despite this commercialization, industry observers caution that the market is nascent. For tokens to become a true mass-market product, improvements are necessary in metering, pricing mechanisms, security controls, and compliance governance. Furthermore, consumers require clearer policies regarding unused balances and dispute resolution, underscoring that the widespread adoption of tokens hinges on the maturation of price transparency and consumer protection systems.