1D-Bench (Multi-Round) - Rendering Success Rate: leaderboard
Metric: Rendering success rate (%): share of instances whose React project builds and renders after the final round of feedback-driven editing; the success rates fit whole counts of 44 instances or a multiple of 44 (38 or a multiple for Qwen3-VL-235B-A22B-Instruct) and none fits the 204-instance evaluation set the paper describes; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Sonnet 4.5 | 97.7 | #138 |
| 2 | Gemini 3 Pro | 97.7 | #77 |
| 3 | Qwen 3 VL 235B A22B Instruct | 97.4 | #264 |
| 4 | GPT-5.2 | 93.2 | #105 |
| 5 | GLM-4.6V | 6.8 | #309 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=1d-bench-multi-round-rendering-success-rate · How It Works · Data refreshed daily, snapshot 2026-10-11.