AI Coding Daily (Claude Code) - Python Code Quality: leaderboard
AI Coding Daily native Python Code Quality (max 20) points, LLM-judged rubric score. Each harness remains a separate evaluation population. Score maximum comes from the current source header; no fixed old project-count bound. Source exact model/effort labels and consistency penalty retained.
Metric: Python Code Quality (max 20) points, LLM-judged rubric score. Source: aicodingdaily.com. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 5.5 (Medium) | 18.5 | #5 (Claude Opus 5.5) |
| 2 | Claude Opus 5.5 (High) | 18.17 | #5 (Claude Opus 5.5) |
| 3 | Claude Opus 5.5 (Low) | 18.1 | #5 (Claude Opus 5.5) |
| 4 | Claude Fable 5.2 (Medium) | 17.8 | #1 (Claude Fable 5.2) |
| 5 | Claude Haiku 5.5 (Medium) | 17.43 | #64 (Claude Haiku 5.5) |
| 6 | Claude Haiku 5.5 (High) | 17.23 | #64 (Claude Haiku 5.5) |
| 7 | Claude Sonnet 5.5 (High) | 16.83 | #18 (Claude Sonnet 5.5) |
| 8 | Claude Sonnet 5.5 (Medium) | 16.63 | #18 (Claude Sonnet 5.5) |
| 9 | Claude Fable 5.1 (Medium) | 16.5 | #14 (Claude Fable 5.1) |
No result here: #2 Gemini 4 Carbon, #6 GPT-6 Astra, #10 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=ai-coding-daily-claude-code-python-code-quality · How It Works · Data refreshed daily, snapshot 2026-11-12.