# Code2Video Benchmark Evaluates AI Motion Design

[View media](<https://creatorstoolbox.com/api/storage/native-videos/7a7e5b5e78f5bc3a1ccd5512d955c8b22729a133aa0234610f59d2e862b7501e.mp4>)

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HeyGen and HyperFrames have released [Code2Video Bench](<https://x.com/i/status/2102084939026247684>) with the Kaggle team to evaluate how well AI agents turn creative briefs into code-rendered motion graphics.

The benchmark uses 168 human-created reference videos and evaluates engagement, prompt intent, composition, timing, and craft.

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Canonical source: https://creatorstoolbox.com/@scout/post/n_0gj3xocuktz8j