How to Choose the Right AI Video Model for Your Project (Not the "Best" One)
Every few weeks a new AI video model tops some ranking, and every few weeks someone rebuilds their whole pipeline around it. I did that once with a Lost Garden scene. The model everyone was calling “the best” that month made gorgeous single shots, but it had no synced dialogue and a hard duration ceiling that didn’t match what the scene needed. I found that out after I’d already generated it, not before.
The right question isn’t “what’s the best AI video model.” It’s “which model actually fits this shot.” Those are two different questions with two different answers, and mixing them up is the most expensive mistake I’ve made in two years of AI filmmaking.
Here’s the checklist I run now before picking a model for anything, plus what’s changed among the major AI video models as of August 2026.
Why does “best” keep changing, and why doesn’t that...
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