First off, Google Gemini is pretty incredible when it comes to motion, sequencing, video understanding, etc.
training on YouTube probably helps :)
All of the models are really good at Editframe, our abstraction has an edge and unlocks capability.
Feel free to test or benchmark, but outcomes matter when you’re burning tokens 🔥
For most of these videos, I was using a recent sonnet or opus model to drive the agent. I would have the agent upload the video, analysis was being done via Gemini, that info/semantics was being fed back to the coding model, and so on.
At that point, depending on how you prompted, it would compare and adjust.
The things that matter are the semantics of what is happening, the LLM native framework (html/css, react), the temporal model (Editframe), and compute execution layer (Editframe) for feedback (how quickly something renders)
Tbh I think anyone could get these results with not much prompting or video experience. The edge is
@editframe