Stubbi
Rankings
Benchmark

Code2Video (HeyGen)

Evaluate AI agents creating motion graphics through code that renders into video.

Checked Oct 20, 2026HeyGen and Kaggle

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Coverage

168 motion-design briefs based on human-created product-launch videos, spanning eight types of launch sequence.

Methodology

Agents generate code using HyperFrames, which is rendered into video. A learned judge compares pairs for engagement, prompt intent, composition, timing, and craft; relative preferences produce Elo rankings.

People & organizations

6

Sources

Kaggle benchmark