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
9 9
4 - 14
GLM 5.2 (Max)
智谱 ZAI · MIT
6.24%±1.10% 8.72%±2.15% 12.59%±4.01% 4.10%±2.03% 4.45%±1.06% 1.33%±0.15% 32.0K
16 16
15 - 19
GLM 5.1
智谱 ZAI · MIT
1.19%±0.82% 0.78%±1.80% 0.53%±2.83% 0.62%±1.68% 3.95%±0.86% 1.33%±0.15% 51.4K
19 20
15 - 25
Kimi K2.7 Code
月之暗面 · Modified MIT
0.76%±2.01% 4.51%±4.03% 1.38%±7.14% 10.78%±4.26% 0.23%±2.20% 1.33%±0.15% 7.5K
21 22
17 - 25
DeepSeek V4 Pro
DeepSeek · MIT
1.11%±1.36% 2.95%±3.30% 4.79%±4.46% 3.10%±2.94% 4.50%±1.19% 0.80%±0.34% 10.3K
23 24
17 - 26
Kimi K2.6
月之暗面 · Modified MIT
2.09%±2.09% 2.36%±3.98% 0.20%±6.64% 9.16%±4.32% 4.79%±4.00% 1.33%±0.15% 7.6K
24 25
18 - 26
Mimo V2.5 Pro
小米 · MIT
3.17%±1.40% 6.00%±3.39% 9.22%±4.41% 4.81%±3.16% 3.55%±1.76% 0.63%±0.32% 10.4K
25 26
18 - 26
Minimax M3
MiniMax · MiniMax Community License
3.23%±1.36% 7.51%±3.38% 8.13%±4.29% 7.92%±3.02% 6.27%±0.98% 1.14%±0.20% 9.9K
26 27
23 - 27
DeepSeek V4 Flash
DeepSeek · MIT
4.64%±1.30% 6.86%±3.44% 12.90%±3.90% 6.99%±2.89% 4.10%±1.17% 0.53%±0.48% 10.1K
31 32
31 - 33
Minimax M2.7
MiniMax · Modified MIT
11.46%±1.63% 16.97%±3.84% 15.68%±4.65% 17.75%±3.43% 7.94%±3.22% 1.06%±0.26% 10.2K
32 33
31 - 34
Gemma 4 31B
Google · Apache 2.0
13.58%±1.42% 3.54%±1.68% 6.03%±2.40% 5.33%±1.50% 30.16%±4.55% 22.86%±4.41% 51.2K
33 34
31 - 34
Nemotron 3 Ultra
NVIDIA · OpenMDW-1.1
13.68%±2.57% 13.69%±5.33% 11.10%±7.85% 23.99%±5.09% 19.12%±5.92% 0.51%±0.81% 9.5K
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