LLM2014 Code 2025-07 — leaderboard
Metric: Median Score. Source: raw.githubusercontent.com. 19 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Sonnet 4 (Thinking) | 66.98 |
| 2 | O4 Mini (High) | 66.75 |
| 3 | Claude Sonnet 4 | 61.02 |
| 4 | Gemini 2.5 Pro | 58.05 |
| 5 | Grok 4 | 55.12 |
| 6 | GPT-4.1 Mini | 50.87 |
| 7 | Qwen 3 235B A22B (Thinking) | 49.83 |
| 8 | DeepSeek R1 0528 | 49.25 |
| 9 | Gemini 2.5 Flash (Thinking) | 45.04 |
| 10 | Grok 3 Mini | 39.58 |
| 11 | DeepSeek V3 (0324) | 38.04 |
| 12 | Qwen 3 235B A22B | 34.96 |
| 13 | Kimi K2 (0711) | 27.14 |
Interactive version: theaggregate.ai/benchmark?slug=llm2014-code-2025-07 · How the rankings work · Data refreshed daily, snapshot 2026-07-22.