WebForge-Bench - Content Creation: leaderboard
Metric: Accuracy (%) on the content creation and publishing tasks of the 934 WebForge-Bench tasks on generated, self-contained websites with injected real-web noise, up to 50 browser actions in a Chromium GUI, final-state answer checking; multimodal setting: screenshot plus DOM; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro | 80.9 |
| 2 | Claude Sonnet 4.5 | 76.3 |
| 3 | Kimi K2.5 | 74.8 |
| 4 | Gemini 3 Flash | 74.8 |
| 5 | GPT-5.2 | 71 |
| 6 | GPT-5 Mini | 67.9 |
| 7 | Qwen 3 VL 235B A22B | 51.1 |
| 8 | Gemini 2.5 Flash Lite | 39.7 |
| 9 | GPT-5 Nano | 30.5 |
| 10 | qwen3-omni-30B | 13 |
Interactive version: theaggregate.ai/benchmark?slug=webforge-bench-content-creation · How It Works · Data refreshed daily, snapshot 2026-10-07.