HAERAE-Vision - Coding/Development: leaderboard
Metric: Checklist Score (%; original under-specified queries, GPT-5-mini judge, mean of 3 runs). Source: arxiv.org. Saturation forecast: Around December 2026. 45 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 Mini | 57.02 |
| 2 | GPT-5 | 55.07 |
| 3 | Gemini 2.5 Pro | 50.91 |
| 4 | Qwen 3 VL 235B A22B Instruct | 40.1 |
| 5 | Gemini 2.5 Flash | 39.26 |
| 6 | Grok 4 | 39.02 |
| 7 | Qwen 3 VL 32B (Thinking) | 37.59 |
| 8 | Qwen 3 VL 235B A22B (Thinking) | 34.87 |
| 9 | GPT-5 Nano | 32.84 |
| 10 | Gemini 2.5 Flash Lite | 32.63 |
| 11 | Qwen 3 VL 32B Instruct | 32.25 |
| 12 | Mistral Medium 3.1 | 31.09 |
| 13 | Qwen 3 VL 30B A3B (Thinking) | 29.95 |
| 14 | Qwen 3 VL 30B A3B Instruct | 29.65 |
| 15 | Qwen 2.5 VL 72B Instruct | 25.31 |
Interactive version: theaggregate.ai/benchmark?slug=haerae-vision-coding-development · How It Works · Data refreshed daily, snapshot 2026-09-25.