AI Coding Daily (OpenCode) - 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: Around February 2027. 23 models tracked.

Top models

#ModelScoreOverall rank
1DeepSeek V4 Pro (0813) (Max)17.83#81 (DeepSeek V4 Pro (0813))
2Kimi K3.1 Pro (High)17.8#28 (Kimi K3.1 Pro)
3DeepSeek V4 Pro (0813) (High)17.3#81 (DeepSeek V4 Pro (0813))
4GLM-5.3 Flash (Max)17#119 (GLM-5.3 Flash)
5MiniMax-M3.1-Flash (Max)16.9#104 (MiniMax-M3.1-Flash)
6DeepSeek V4.1 Flash (1017) (High)16.7#38 (DeepSeek V4.1 Flash (1017))
7Kimi K3.1 Pro (Max)16.47#28 (Kimi K3.1 Pro)
8Qwen 3.8 Flash (xHigh)16.33#109 (Qwen 3.8 Flash)
9DeepSeek V4.1 Flash (1017) (Max)16.27#38 (DeepSeek V4.1 Flash (1017))
10GLM-5.3 (High)16.27#62 (GLM-5.3)
11Qwen 3.8 27B (xHigh)15.3#199 (Qwen 3.8 27B)
12Mistral Large 4 (High)15.03#125 (Mistral Large 4)
13Hy3 (High)14.03#193 (Hy3)
14Mercury 3 (High)12.73#187 (Mercury 3)
15Muse Spark 1.3 (xHigh)11.9#42 (Muse Spark 1.3)

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=ai-coding-daily-opencode-python-code-quality · How It Works · Data refreshed daily, snapshot 2026-11-12.