Four labs build the models; one cloud keeps the money.四家实验室造模型，一朵云把钱收走。

IDC's 26H1 tracker, out today (Oct 29), shows Alibaba Cloud took 46.6% of China's LLM MaaS revenue, first by far; Zhipu, a lab known for its models, sits at 10.6%, and Volcano Engine at 10.2%.

The mechanism is plain: to call a large model, an enterprise calls through the cloud where its data, credits and compliance already live. Whoever holds that calling entry point collects the money; how good the model is sits one layer down. That opens a gap: the models leading the benchmarks and the names leading the revenue are two different crowds. Second-order: a pure-model company with no cloud has only two roads left, burn cash to build its own cloud, or become a supplier wholesaled on someone else's.

The strongest counter: maybe Alibaba Cloud leads precisely because Qwen is both good and cheap, capability driving it rather than the entry point. Even so, a company with an equally strong model but no cloud can't convert that into comparable revenue. Where the money lands is still decided by the entry point.

What it means for you: don't just chase the strongest capability; own the layer where the task gets requested. Capability keeps getting cheaper; the entry point compounds.

This breaks if, within a year, a model company with no hyperscaler cloud takes more than a fifth of China's LLM MaaS revenue.