Human Creativity Benchmark - Brand Assets (Mockup) - Usability: leaderboard

Metric: Mean expert Likert rating (1-5) of usability in the context of the prompt and campaign; brand-design images at the Mockup stage, rated by professional creatives. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 4 models tracked.

Top models

#ModelScore
1Nano Banana Pro (Gemini 3 Pro Image Preview)4
2GPT Image 1.53.17
3Seedream 4.52.88
4Flux 2 Max2.58

Interactive version: theaggregate.ai/benchmark?slug=human-creativity-benchmark-brand-assets-mockup-usability · How It Works · Data refreshed daily, snapshot 2026-09-26.