AI computing tokens — once a unit of measure familiar only to developers — are becoming a consumer currency in China. According to a report from Rest of World, Chinese banks, telecom carriers, cafes, and even restaurants now give away, sell, and lend against AI tokens the way other businesses treat mobile data or loyalty points: as credit card rewards, monthly subscription plans, restaurant freebies, and, in one district, even criteria for deciding how much a startup can borrow.
The phenomenon is a striking example of how far China will go to commercialize AI adoption. For more stories on this shift, see our AI business news coverage.
From 100 Billion to 500 Trillion Tokens a Day
The scale behind the trend is enormous. Daily token consumption in China surged to 500 trillion in mid-2026, up from 100 billion in early 2024, Rest of World reports. Token prices have simultaneously become a front in the global AI race, with Chinese open-weight models costing 60% to 90% less than comparable offerings from OpenAI and Anthropic.
That collapse in price is precisely what makes consumer packaging viable. Poe Zhao, a Beijing-based analyst and founder of the newsletter Hello China Tech, told Rest of World that some of the token packages pushed into the consumer market are a "supply-led experiment." "Most ordinary users still encounter AI through an app or feature, without seeing a token balance," he said.
Credit Cards That Pay Out in AI Tokens
The banking sector has moved first. In July, Moonshot AI launched a credit card named after its Kimi model in partnership with the Agricultural Bank of China and American Express. Cardholders earn Kimi AI tokens — along with agent and coding quotas — on their spending, mirroring the mechanics of airline miles and cashback programs.
The trend began a month earlier, when China Merchants Bank launched a credit card targeting AI developers, offering new cardholders up to 1.8 billion tokens for use with models from Chinese AI startup MiniMax. Shanghai Pudong Development Bank followed with its own developer card, offering subsidies worth up to 3 billion tokens for Alibaba's Qwen models.
Telecom Giants Selling Compute Like Data
China's three major telecom operators have packaged AI usage much like mobile data plans:
- China Telecom offers consumer plans starting at 9.9 yuan (about $1.40) per month for 10 million tokens, with larger allowances for heavy users and businesses. It also runs a TokenHub platform offering subscriptions across 142 large models, part of the state-owned carrier's push to evolve from selling connectivity to selling AI computing and services.
- China Mobile offered 400,000 tokens for 1 yuan (14 cents) in Shanghai, payable through users' phone bills.
- China Unicom introduced monthly plans ranging from 15 yuan ($2.10) for 6 million tokens to 45 yuan ($6.30) for 18 million tokens aimed at business users.
Dumplings, Drinks, and DeepSeek
The most colorful experiments are happening in hospitality. At Beijing's AGI Bar, customers who buy a drink and connect to the Wi-Fi get unlimited access to DeepSeek V4 Flash — run locally on an Nvidia DGX Spark workstation — in a venue that deliberately targets programmers and AI startup founders.
Nearby, the Jingu Yuan dumpling restaurant gives diners 10 yuan (about $1.40) worth of computing credits after a meal. Cards on its tables read: "You're full after eating the dumplings. Go collect some tokens at the cashier so your [AI] agent can be fed with some computing power too." The restaurant's two locations have been handing out more than 100 vouchers a day. In Changsha, an upcoming 24-hour coffee shop plans a similar promotion, bundling AI tokens with coffee.
A resale market has sprouted on Alibaba's secondhand marketplace Xianyu, where sellers advertise millions of tokens for a few dollars in day passes or monthly subscriptions, along with shared access to AI accounts — some reselling allowances to students and small businesses, others arbitraging the gap between official prices and discounted access obtained elsewhere.
When Token Consumption Becomes Loan Collateral
The trend has reached lending. Banks have struggled to assess young AI startups on traditional metrics like physical assets, so in August the Haizhu district of Guangzhou launched a financial product called a "token loan." Participating banks — including Bank of China, China CITIC Bank, and Bank of Guangzhou — measure a company's token production and consumption to decide how much it can borrow.
A Bold Bet on Compute as a Consumer Good
China's experiment is, at minimum, an unusual approach to commercializing AI. It treats compute as a mass-market commodity — something to be bundled, gifted, discounted, and financed — years before comparable packaging has appeared in Western markets, where AI access is overwhelmingly sold as flat-rate app subscriptions.
Whether consumers actually want metered AI remains unproven. As Zhao's observation suggests, most people still experience AI through apps rather than token balances, and it is an open question whether rewards-style tokens drive habits or simply subsidize idle compute. But with Chinese carriers already reporting that AI services are becoming a core product line, the rest of the industry is likely watching closely: if tokens become the new loyalty points in the world's second-largest economy, the pressure to replicate the model globally will follow.
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