Input Gate NotesWhat a video model will accept, and why the rejection usually happens before any compute runs.

Input Gate Notes

Most writing about video models is about the output. This site is about the other end — the gate the request has to pass before a GPU is ever involved.

That gate is where the majority of failed jobs actually die, and it is the cheapest place for them to die, because nothing has been generated and nothing should be billed. It is also where the error messages are least useful, because a validator that rejects a request rarely explains which of four different budgets you exceeded.

The worked example throughout is Alibaba's Wan 3.0, read against Model Studio's own API reference. The shapes generalise: two mutually exclusive input families, limits that are totals rather than per-item, a page count that is not a file size, and a handful of format rules that produce rejections which read as mysterious until you have seen each one once.