(Bloomberg) — China\u2019s cheap artificial intelligence models are rapidly attracting global users and creating new winners in the nation\u2019s stock market.<\/p>\n
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As AI development increasingly focuses on performing a diverse array of tasks, an economy is emerging around demand for \u201ctokens,\u201d the basic units of data in large language models. Surging token consumption globally has given China a distinct advantage thanks to its abundant supply of low-cost electricity and a legion of competing AI model developers.<\/p>\n
Niche startups are quickly winning investor favor over established tech leaders as AI pure plays with greater growth potential. Recently listed developers MiniMax Group Inc. and Knowledge Atlas Technology Joint Stock Co., known as Zhipu, have already touched market values of over $40 billion, surpassing Baidu Inc. and Kuaishou Technology.<\/p>\n
The big share gains have defied losses in titans including Alibaba Group Holding Ltd., which have sprawling businesses exposed to the broader economy. Investors like Victoria Mio, a portfolio manager and head of Greater China Equities at Janus Henderson Group, see the start of a major shift.<\/p>\n
\u201cThe rally reflects a structural re\u2011rating rather than a short\u2011term trade,\u201d Mio said. \u201cInvestors are responding to visible token consumption, early pricing power and evidence that AI inference is becoming a monetizable activity, not just a narrative.\u201d<\/p>\n
As with last year\u2019s DeepSeek boom, investors are buying the premise that China\u2019s cost efficiency will make it a long-term winner. Beijing has seized on the latest trend in its push to make the local tech industry globally competitive, with \u201ctoken export\u201d becoming a buzzword in state media.<\/p>\n
AI Economy<\/p>\n
A token is a chunk of data equal to about four characters. AI firms offer free and flat-fee monthly plans, but these have low token caps. Users with demand greater than these limits like application developers pay for LLM usage based on the amount of tokens used. They pay for both input and output, with tokens for the latter costing up to 10 times more than the former.<\/p>\n
Tokens have become the basic unit of the AI economy. They\u2019re being used not only for transactions between companies and customers, but also by tech firm employers to measure the productivity of their developers.<\/p>\n
According to data from LLM distribution platform OpenRouter, the three most-used models by token consumption this month were all Chinese brands: Xiaomi Corp.\u2019s MiMo, Alibaba\u2019s Qwen and DeepSeek. Among smaller firms, MiniMax has two models in the top 10, while Chinese startup StepFun has one.<\/p>\n
\u201cChina can compete in terms of providing tokens and models to global users,\u201d said Bush Chu, Investment Manager at Aberdeen Standard Investments HK Ltd. \u201cThe total cost in China to build data centers is much cheaper than that in the US.\u201d<\/p>\n
Perhaps more impressively, MiniMax ranked fourth in terms of overall market share by company as of April 19, according to OpenRouter data. It trailed only the US giants Alphabet Inc., Anthropic PBC and OpenAI. Cheapness helps drive appeal, with MiniMax\u2019s most popular models charging around $1 per million tokens of output versus $3 for some of Google\u2019s and $15 or more for Anthropic\u2019s Claude.<\/p>\n
Share of Zhipu jumped as much as 16% in Hong Kong on Monday after the latest OpenRouter numbers, while MiniMax gained 7.1%. Sentiment was also buoyed by news that DeepSeek is seeking to raise at least $300 million.<\/p>\n
Goldman Sachs Group Inc. sees MiniMax as one of the Chinese AI model companies best positioned to capture growth potential, \u201con the back of its comprehensive multi-modal offerings, strong commercialization capability, AI model per token cost advantages.\u201d<\/p>\n
It and Zhipu are two of the \u201cSix Tigers,\u201d startups offering more specialized AI services, often with support from larger firms. Alibaba still owns a stake in MiniMax.<\/p>\n
Both listed in Hong Kong in January, and Zhipu shares have soared around 750% since then while MiniMax is up 440%. In contrast, Alibaba is down 3.6% year to date and fellow megacap Tencent Holdings Ltd. has tumbled 12%.<\/p>\n
\u2018Token Maxxing\u2019<\/p>\n
With investors rushing to buy new startups, more market debuts are on the way \u2014 of the other Six Tigers, StepFun, Moonshot AI and Baichuan are expected to launch IPOs. To be sure, the rapid gains in shares of still unprofitable newcomers has raised red flags for some investors.<\/p>\n
\u201cThe valuation expansion in some areas has happened rapidly over a short period of time, possibly faster than the actual growth in revenues,\u201d said Nicholas Chui, a fund manager at Franklin Templeton. \u201cAdoption of models is going to be important. If the adoption by both domestic and overseas corporates and individuals continue, it could provide some level of support.\u201d<\/p>\n
The market remains hypercompetitive with new players all the time, and the deeper-pocketed larger firms aren\u2019t sitting still. Tencent is seen having a big potential advantage in the AI arena given its ownership of the ubiquitous WeChat app, but its latest efforts have failed to impress.<\/p>\n
Meanwhile, cost remains a decisive factor for users. The massive popularity of OpenClaw, which helps users automate all sorts of everyday functions, has driven ravenous need for tokens supplied by cheap niche models. So has the tech industry trend of \u201ctoken maxxing,\u201d whereby engineers maximize token consumption to demonstrate how much work they are doing.<\/p>\n
While the US still maintains the technological advantage, China\u2019s lower-cost AI pure plays are scooping up much of the global demand. China\u2019s average daily token consumption exceeded 140 trillion in March, compared with 100 billion at the beginning of 2024, according to state-run media.<\/p>\n
\u201cFor investors, Chinese AI should be assessed less on headline model quality and more on utilization, cost curves and monetization efficiency,\u201d said Janus Henderson\u2019s Mio. \u201cChina is industrializing AI services at low marginal cost and embedding them rapidly into real workflows.\u201d<\/p>\n
–With assistance from Lin Zhu.<\/p>\n
(Adds MiniMax and Zhipu share prices in the 12th paragraph, and updates stock performances in the 15th paragraph.)<\/p>\n
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\u00a92026 Bloomberg L.P.<\/p>\n","protected":false},"excerpt":{"rendered":"(Bloomberg) — China\u2019s cheap artificial intelligence models are rapidly attracting global users and creating new winners in the…\n","protected":false},"author":2,"featured_media":407759,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[220,218,143068,219,971,114,61,60,1545,21648,2234,80,109880],"class_list":{"0":"post-407758","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artificial-intelligence","8":"tag-ai","9":"tag-artificial-intelligence","10":"tag-artificial-intelligence-models","11":"tag-artificialintelligence","12":"tag-bloomberg","13":"tag-china","14":"tag-ie","15":"tag-ireland","16":"tag-large-language-models","17":"tag-minimax","18":"tag-stock-market","19":"tag-technology","20":"tag-tokens"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/407758","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/comments?post=407758"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/posts\/407758\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media\/407759"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/media?parent=407758"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/categories?post=407758"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/ie\/wp-json\/wp\/v2\/tags?post=407758"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}