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
8 8
7 - 10
GLM 5.1
智谱 ZAI · MIT
3.38%±2.00% 4.63%±3.41% 3.79%±7.15% 3.41%±4.15% 10.37%±2.22% 1.52%±0.21% 19.6K
11 11
9 - 13
Kimi K2.6
月之暗面 · Modified MIT
0.56%±1.64% 0.88%±3.39% 3.70%±5.68% 8.44%±3.42% 8.68%±2.30% 1.52%±0.21% 21.0K
12 12
10 - 14
DeepSeek V4 Pro
DeepSeek · MIT
1.88%±1.79% 1.57%±3.43% 1.44%±6.27% 1.26%±3.62% 2.78%±2.31% 5.48%±1.25% 19.8K
14 14
12 - 15
DeepSeek V4 Flash
DeepSeek · MIT
5.10%±1.77% 0.00%±3.58% 8.65%±5.74% 15.29%±3.91% 1.68%±2.23% 3.22%±0.98% 19.7K
15 15
14 - 17
Minimax M2.7
MiniMax · Modified MIT
8.52%±1.76% 8.00%±3.63% 15.73%±5.28% 17.56%±3.60% 2.84%±4.08% 1.52%±0.21% 19.8K
17 17
15 - 17
Gemma 4 31B
Google · Apache 2.0
14.63%±4.98% 4.16%±5.75% 7.65%±8.08% 6.86%±5.48% 21.86%±15.92% 32.64%±15.97% 13.5K
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