Alibaba Cloud, Zhipu and others bring large models to Tmall: buy tokens like topping up a phone

A report on September 3 from Sohu says large models from Alibaba Cloud, Zhipu and other providers have arrived on Tmall, letting users buy tokens as easily as topping up a phone. AI API credits have effectively landed on the shelves of a mainstream e-commerce platform.

The purchase flow is designed to be as light as possible. Instead of parsing complicated billing models, users pick a package, pay like recharging mobile credit, and receive tokens in return, turning large models into a digital good that can be bought on the spot.

The providers involved include Alibaba Cloud, one of China's leading cloud and foundation-model vendors, and Zhipu AI, a major large-model startup. Both opening up on Tmall suggests e-commerce channels are becoming more attractive to model providers.

For vendors, Tmall offers reach to small developers, startup teams and ordinary users who would never log into a cloud console. For the platform, selling model tokens adds a new category of digital services.

The more meaningful shift is in the sales model. API usage has traditionally been metered and purchased inside cloud consoles. Buying tokens like phone credit brings prepaid, on-demand purchasing habits into AI services and could significantly lower the barrier for individuals experimenting with large models.

Token purchases are only the entry point, of course. Actual calls still run through each provider's API, with Tmall handling the channel and payment, and whether the model works depends on pricing transparency, how credits convert into usage, and after-sales experience.

What to watch next: whether more model providers follow the first wave onto Tmall, whether in-store token prices match official channels, and whether e-commerce-style sales can generate meaningful new customers.