Human Creativity Benchmark - Landing Pages (Refinement) - Visual Appeal: leaderboard

Metric: Mean expert Likert rating (1-5) of visual interest, cohesion and polish; landing pages written as code at the Refinement stage, rated by professional creatives. Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.

Top models

#ModelScore
1Claude Opus 4.64.27
2GPT-5.3 Codex4.23
3Gemini 3.1 Pro (Preview)4.13
4Qwen 3.5 397B A17B3.97

Interactive version: theaggregate.ai/benchmark?slug=human-creativity-benchmark-landing-pages-refinement-visual-appeal · How It Works · Data refreshed daily, snapshot 2026-09-26.