MiniAppBench - Visualization: leaderboard
Metric: Pass rate (%) on the 56 Visualization tasks, MiniAppBench's 500 interactive-HTML MiniApp tasks distilled from real user queries; the model writes a self-contained HTML/JS app in one generation under its official decoding settings, and the MiniAppEval browser agent (Gemini-3-Pro-Preview driving Playwright) scores Intention, Static and Dynamic fidelity from 0 to 1; a task passes when the minimum of the three scores is at least 0.8; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 16 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.2 | 75 | #105 |
| 2 | GPT-5.1 | 57.78 | #131 |
| 3 | Claude Opus 4.5 | 57.45 | #79 |
| 4 | Gemini 3 Pro (Preview) | 52 | #64 |
| 5 | Claude Sonnet 4.5 | 47.73 | #138 |
| 6 | GLM-4.7 | 35.19 | #185 |
| 7 | Grok 4.1 Fast (Reasoning) | 32.65 | #208 (Grok 4.1 Fast) |
| 8 | Gemini 3 Flash | 30.61 | #93 |
| 9 | MiniMax-M2.1 | 27.27 | #283 |
| 10 | MiMo-V2-Flash | 23.53 | #359 |
| 11 | Kimi K2 | 17.65 | #236 |
| 12 | GLM 4.5 Air | 16.98 | #377 |
| 13 | Qwen 3 Coder 480B A35B Instruct | 9.43 | #302 |
| 14 | Qwen 3 235B A22B | 7.27 | #304 |
| 15 | Qwen 3 32B | 2.04 | #424 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=miniappbench-visualization · How It Works · Data refreshed daily, snapshot 2026-10-11.