The leaderboard marketing teams are not reading
Artificial Analysis runs one of the more widely cited independent benchmarks in AI, scoring text-to-video systems on prompt-following, motion coherence and visual fidelity rather than taking a vendor's demo reel at face value. Its text-to-video leaderboard, as of early August 2026, puts nine of the top 10 models with Chinese developers. Bloomberg's Catherine Thorbecke reported the same reading of the board in an August 9 column, arguing the story is bigger than the entertainment industry it is usually filed under.
The names doing the winning are Alibaba, on both its Wan line and a newer model that shipped under the name Happy Horse, ByteDance's Seed team behind Seedance, MiniMax with its Hailuo and MiniMax H3 models, and Kuaishou's Kling. The one model breaking the sweep is Google's Gemini Omni Flash, which holds the top spot outright. OpenAI's Sora, the name most marketing teams in Europe still default to, does not appear in the top 10 at all.
How the gap opened this fast
None of this happened quietly. Chinese labs have been shipping new video models on a roughly monthly cadence through 2026, each one landing near the top of the board on debut, which is what happened with Alibaba's Happy Horse model in April. Consumer scale is part of the engine: PixVerse, one of the smaller Chinese players, already counts more than 150 million registered users feeding real usage back into the product. At the lab level, Alibaba, ByteDance and Kuaishou are running video generation as a strategic product line, not a side project, and pricing it aggressively enough that European vendors built on licensed Western models struggle to match it on cost per clip.
The catch: sovereignty, not just quality
The quality lead is real, but it arrives with a compliance question most marketing teams have not been asked to think about. Feed a Chinese-hosted video model a prompt built from a customer photo, an employee's face for an internal training clip, or footage of a named individual, and that is a transfer of personal data outside the European Economic Area under GDPR Article 44. China has no EU adequacy decision, so the transfer needs its own legal basis, standard contractual clauses at minimum, and the UK's ICO has been just as clear that a UK business owes the same duty even when the tool sits behind a slick, English-language interface.
There is a second layer past the data question. Many of these tools are governed by terms of service written under Chinese law, with retention and re-use rights over anything you upload that a European legal team would not sign off on if it were a cloud contract. And a vendor operating this close to state-directed compute allocation carries export-control exposure that a marketing procurement checklist was never built to catch.
The actual tradeoff, not a ban
None of this argues for a blanket ban, and a business that imposes one will simply pay more for a worse result. The workable line is what goes into the prompt. Generic B-roll, product shots, stylised backgrounds and stock-style footage carry little personal-data risk and are a fair place to use the strongest available model, Chinese or not. Real customer footage, employee likenesses, or anything biometric belongs on a shorter list of vendors that can show a signed data processing addendum, and it is worth checking whether a given tool is accessed directly from a Chinese-hosted API or through a Western reseller layer, because that changes the legal answer.
Procurement should also expect the vendor list to keep moving. A model that tops the board in April can be pushed down within weeks by the next release, so an AI-video vendor clause needs a review cadence built in, the same way a cloud data-residency clause does, rather than being signed once and filed away.
The bottom line
The capability gap in text-to-video is not a marketing claim any more, it is what an independent leaderboard shows on the day this was checked. What is new for a European or British buyer is not the quality lead, it is that the strongest vendor increasingly sits outside the jurisdiction the rest of the marketing stack was built to comply with. Expect AI-video procurement in the EU and UK to split along a residency line in the next year, not just a price and quality line, and expect the businesses that write that clause first to be the ones still using the best model when a competitor gets stuck explaining an unreviewed vendor contract to their DPO.
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