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How I benchmark AI video models fairly: one scene, four renders

This story is from 2026-09-09. It is preserved in the archive; the latest stories are on the live feed.

When I evaluate AI video models, most comparisons I see are unfair in a way that's easy to miss: different scenes, different prompts, different lengths. You end up comparing the prompt, not the model. Here's the method I settled on, and what it showed when I ran it on ByteDance's Seedance 2.5. The…

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  1. 2026-09-09 10:46 · DEV Community — Machine Learning
    How I benchmark AI video models fairly: one scene, four renders

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