Why this narrower comparison matters
General model rankings are not enough when the real task is ecommerce output. The question is not who wins abstractly. It is who gets you to a usable product ad faster.
If the first goal is a campaign-looking product video, start with HappyHorse. If the first goal is heavier multimodal control, keep Seedance in the test set.
General model rankings are not enough when the real task is ecommerce output. The question is not who wins abstractly. It is who gets you to a usable product ad faster.
The strongest answer is the one you can immediately test. Start from a working prompt library page, then generate your own version in the browser.
Move from the answer into a prompt that already behaves more like an ad brief.
Explore nextSee the broader workflow page for turning these ideas into campaign-like output.
Explore nextUse the comparison page when you need to choose a commercial-first workflow.
Explore next