排名Rank 综合排名 / 区间Overall Rank / Range 模型Model 确认成功Confirmed Success 赞扬/抱怨Praise vs Complaint 可控性Steerability Bash 恢复Bash Recovery 工具幻觉Tool Hallucination 会话数Sessions
12 12
10 - 12
GLM 5.1
智谱 ZAI · MIT
2.88%±1.21% 5.16%±2.46% 1.22%±4.21% 1.09%±2.46% 4.94%±1.38% 2.00%±0.24% 27.5K
13 13
13 - 17
DeepSeek V4 Pro
DeepSeek · MIT
0.22%±1.18% 2.42%±2.50% 1.35%±4.12% 2.74%±2.46% 2.15%±1.10% 0.61%±0.37% 26.8K
15 15
13 - 18
Kimi K2.6
月之暗面 · Modified MIT
0.63%±1.09% 0.62%±2.34% 4.08%±3.66% 3.14%±2.25% 1.45%±1.49% 2.00%±0.24% 29.0K
17 17
13 - 18
DeepSeek V4 Flash
DeepSeek · MIT
0.80%±1.38% 3.58%±2.68% 0.85%±4.78% 6.31%±2.85% 0.93%±1.63% 0.52%±0.41% 27.7K
20 20
15 - 24
Nemotron 3 Ultra
NVIDIA · OpenMDW-1.1
6.81%±5.22% 3.00%±8.86% 2.58%±19.26% 23.87%±10.36% 11.75%±9.55% 2.00%±0.24% 2.7K
21 21
19 - 23
Minimax M2.7
MiniMax · Modified MIT
7.43%±1.10% 10.72%±2.65% 16.78%±3.36% 9.09%±2.16% 2.51%±1.77% 1.96%±0.25% 27.8K
24 24
23 - 24
Gemma 4 31B
Google · Apache 2.0
12.55%±1.89% 7.12%±2.56% 6.66%±3.88% 6.86%±2.33% 26.74%±6.24% 15.35%±4.55% 21.7K
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