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
6 - 12
Kimi K3 (Max)
月之暗面 · Kimi K3 license
6.59%±0.70% 15.43%±1.43% 12.90%±2.43% 0.15%±1.38% 4.39%±0.56% 0.39%±0.04% 99.8K
🥈 10
6 - 17
Hy4 preview
腾讯 · Apache 2.0
5.37%±1.40% 12.00%±2.70% 8.98%±5.24% 1.92%±3.01% 7.52%±0.70% 0.29%±0.07% 17.1K
🥉 12
9 - 17
GLM 5.2 (Max)
智谱 ZAI · MIT
4.64%±0.75% 8.06%±1.61% 11.03%±2.61% 2.92%±1.37% 0.79%±0.87% 0.39%±0.04% 71.8K
4 13
9 - 18
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
4.43%±0.92% 11.13%±1.88% 6.03%±3.27% 1.09%±1.94% 5.68%±0.70% 0.39%±0.04% 37.3K
5 19
14 - 24
GLM 5.3 (Max)
智谱 ZAI · MIT
2.56%±0.68% 11.04%±1.46% 5.36%±2.28% 1.04%±1.32% 2.94%±0.70% 0.39%±0.04% 60.9K
6 20
14 - 25
Deepseek V4 Flash (High) (20260731)
DeepSeek · MIT
2.22%±0.79% 6.74%±1.73% 4.64%±2.73% 1.43%±1.62% 0.78%±0.64% 0.36%±0.05% 61.2K
7 21
14 - 25
GLM 5.3 Flash
智谱 ZAI · MIT
2.00%±0.92% 12.59%±1.96% 3.18%±3.05% 1.13%±1.89% 5.05%±0.89% 0.39%±0.04% 23.8K
8 25
20 - 28
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
0.81%±1.04% 11.62%±2.16% 1.15%±3.58% 4.15%±2.36% 1.48%±0.61% 0.80%±0.14% 26.7K
9 26
22 - 29
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
0.14%±0.92% 7.41%±2.07% 0.91%±3.13% 1.61%±1.87% 5.71%±0.84% 0.29%±0.16% 26.3K
10 27
22 - 29
DeepSeek V4 Pro
DeepSeek · MIT
0.42%±1.14% 0.71%±2.92% 3.81%±3.83% 0.92%±2.12% 3.54%±0.89% 0.22%±0.14% 32.8K
11 32
30 - 38
Hy3
腾讯 · Apache 2.0
4.22%±1.31% 6.54%±3.02% 5.95%±4.06% 1.69%±2.66% 3.99%±2.35% 2.91%±1.28% 25.8K
12 33
32 - 38
Mimo V2.5 Pro
小米 · MIT
5.08%±0.99% 7.14%±2.55% 9.35%±2.94% 3.64%±1.91% 4.54%±1.75% 0.72%±0.30% 38.4K
13 35
32 - 38
Minimax M3
MiniMax · MiniMax Community License
5.26%±0.95% 9.85%±2.59% 11.42%±2.85% 6.98%±1.90% 1.93%±0.98% 0.03%±0.13% 37.5K
14 38
32 - 41
Inkling Small
Thinky · Apache 2.0
6.89%±1.64% 19.61%±4.69% 16.64%±4.81% 6.21%±3.86% 8.39%±1.15% 0.41%±0.40% 12.0K
15 39
38 - 41
Inkling
Thinky · Apache 2.0
8.87%±1.08% 17.63%±3.21% 21.52%±2.85% 8.82%±2.48% 3.59%±1.31% 0.01%±0.16% 41.5K
16 40
38 - 41
Mistral Medium 3.5
Mistral · Modified MIT
9.35%±1.51% 16.67%±3.86% 13.60%±4.21% 3.20%±3.34% 10.73%±2.30% 2.53%±0.96% 9.4K
17 42
41 - 43
Minimax M2.7
MiniMax · Modified MIT
13.01%±1.23% 16.49%±3.08% 19.62%±3.15% 5.97%±2.59% 23.21%±2.77% 0.21%±0.15% 37.5K
🔍

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