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
11 11
6 - 15
GLM 5.2 (Max)
智谱 ZAI · MIT
6.47%±1.02% 8.53%±2.02% 12.29%±3.67% 5.59%±1.82% 4.85%±1.17% 1.08%±0.12% 37.2K
17 17
15 - 20
GLM 5.1
智谱 ZAI · MIT
1.66%±0.79% 1.66%±1.74% 1.25%±2.71% 0.68%±1.55% 3.61%±0.91% 1.08%±0.12% 56.5K
22 22
17 - 27
Kimi K2.7 Code
月之暗面 · Modified MIT
0.74%±1.71% 4.30%±3.47% 2.04%±6.08% 8.21%±3.21% 2.92%±2.79% 1.08%±0.12% 10.0K
24 24
19 - 27
DeepSeek V4 Pro
DeepSeek · MIT
0.84%±1.09% 3.42%±2.76% 5.50%±3.51% 1.45%±2.12% 5.63%±1.02% 0.56%±0.24% 15.5K
25 25
19 - 28
Kimi K2.6
月之暗面 · Modified MIT
2.26%±1.75% 2.03%±3.50% 2.08%±5.51% 6.26%±3.20% 6.06%±3.91% 1.08%±0.12% 10.1K
26 26
22 - 28
Minimax M3
MiniMax · MiniMax Community License
2.74%±1.08% 7.09%±2.81% 9.27%±3.42% 4.25%±2.21% 6.12%±0.95% 0.77%±0.21% 15.0K
27 27
22 - 29
Mimo V2.5 Pro
小米 · MIT
2.98%±1.13% 6.30%±2.84% 8.88%±3.51% 2.50%±2.21% 2.53%±1.68% 0.22%±0.32% 15.5K
28 28
25 - 30
DeepSeek V4 Flash
DeepSeek · MIT
3.78%±1.07% 7.23%±2.89% 10.83%±3.28% 3.36%±2.12% 3.41%±1.16% 0.90%±0.42% 15.0K
29 29
27 - 32
Inkling
Thinky · Apache 2.0
5.70%±1.60% 5.61%±4.17% 17.97%±4.56% 10.42%±3.69% 6.41%±1.92% 0.92%±0.58% 7.6K
34 34
34 - 36
Minimax M2.7
MiniMax · Modified MIT
11.49%±1.36% 16.31%±3.20% 14.20%±3.88% 16.01%±2.50% 11.83%±3.17% 0.91%±0.18% 15.2K
35 35
34 - 37
Nemotron 3 Ultra
NVIDIA · OpenMDW-1.1
12.90%±2.43% 14.43%±5.14% 10.80%±7.44% 19.21%±4.85% 19.61%±5.56% 0.46%±0.69% 10.1K
36 36
34 - 37
Gemma 4 31B
Google · Apache 2.0
13.97%±1.58% 2.13%±1.72% 3.88%±2.60% 5.06%±1.51% 33.43%±5.08% 25.33%±5.02% 54.4K
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