Cookie-Bench - HTML Static: leaderboard
Metric: Cookie total score (0-100) from the autonomous Cookie evaluator, which drives the rendered page and judges the continuous execution video against human-calibrated functionality and aesthetics rubrics, on the static (presentation) queries, HTML mode: the model receives only the query and returns one self-contained HTML file, with no scaffold or tools; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 | 86.7 |
| 2 | GPT-5.4 | 84.1 |
| 3 | Claude Opus 4.6 | 78.5 |
| 4 | GLM-5.1 | 75 |
| 5 | Qwen 3.6 Plus | 74.7 |
| 6 | Qwen 3.6 27B | 74.3 |
| 7 | MiMo-V2-Pro | 74.3 |
| 8 | DeepSeek V4 Flash | 73.3 |
| 9 | Gemini 3.1 Pro (Preview) | 72.8 |
| 10 | Kimi K2.6 | 72.7 |
| 11 | Gemini 3 Flash | 68.2 |
| 12 | DeepSeek V4 Pro | 67.9 |
| 13 | Qwen 3.6 35B A3B | 67.7 |
Interactive version: theaggregate.ai/benchmark?slug=cookie-bench-html-static · How It Works · Data refreshed daily, snapshot 2026-10-07.