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YZ Index

Winzheng · Code Execution Rankings

Code sandbox execution pass rate. Real code, real results.

Overall Rankings Code Execution Rankings Grounding Rankings Engineering Judgment Rankings Task Communication Rankings Value Rankings Changes
# Model Code Execution Grounding Overall
🥇 Doubao Pro doubao
88.5
70.7 80.5
🥈 Grok 4 grok
87.8
77.8 83.3
🥉 Claude Opus 4.7 claude
85.6
81.9 83.9
4 GPT-5.5 gpt
85.4
69.4 78.2
5 Claude Sonnet 4.6 claude
77.5
75 76.4
6 GPT-o3 gpt
76.3
79.4 77.7
7 Gemini 3.1 Pro gemini
73
78.5 75.5
8 Gemini 2.5 Pro gemini
70.5
78.2 74
9 DeepSeek V4 Pro DeepSeek
67.9
84 75.2
10 Qwen3 Max qwen
66.6
71.2 68.7
11 GLM-4.6 zhipu
26.3
24.2 25.4

Run #342 · Formula v7 · Judge v6.4 · Benchmark v7

Full evaluation: 128 questions from pool of 100yz.rankings.footer.full_eval_suffix · Latest Evaluation2026-09-28 05:02 SGT · Models11models

Winzheng YZ Index — Winzheng · YZ Index