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
🥇 6
3 - 8
Kimi K3 (Max)
月之暗面 · Kimi K3 license
8.71%±0.66% 16.90%±1.35% 15.85%±2.31% 2.13%±1.29% 7.79%±0.54% 0.86%±0.14% 95.3K
🥈 10
7 - 20
GLM 5.2 (Max)
智谱 ZAI · MIT
6.23%±0.77% 8.65%±1.66% 11.26%±2.71% 5.41%±1.41% 4.97%±0.78% 0.86%±0.14% 66.1K
🥉 13
6 - 24
Hy4 preview
腾讯 · Apache 2.0
5.97%±1.82% 15.04%±3.83% 5.50%±6.30% 1.54%±4.39% 10.19%±1.07% 0.68%±0.18% 9.0K
4 16
7 - 21
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
5.91%±1.04% 13.14%±2.13% 5.47%±3.51% 1.06%±2.31% 9.03%±0.84% 0.86%±0.14% 26.5K
5 21
10 - 30
GLM 5.3 Flash
智谱 ZAI · MIT
4.03%±1.23% 14.56%±2.63% 4.64%±4.09% 1.19%±2.70% 1.08%±1.14% 0.86%±0.14% 12.0K
6 22
15 - 29
GLM 5.3 (Max)
智谱 ZAI · MIT
3.74%±0.77% 12.36%±1.71% 4.27%±2.53% 0.83%±1.55% 0.40%±0.87% 0.86%±0.14% 44.0K
7 25
21 - 32
Deepseek V4 Flash (High) (20260731)
DeepSeek · MIT
2.85%±0.81% 6.97%±1.82% 3.38%±2.73% 0.16%±1.65% 3.23%±0.67% 0.84%±0.14% 52.9K
8 26
17 - 35
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
2.51%±1.57% 11.86%±3.26% 1.54%±5.29% 0.31%±3.72% 2.99%±0.86% 0.43%±0.29% 11.4K
9 29
20 - 39
Kimi K2.7 Code
月之暗面 · Modified MIT
1.24%±2.52% 1.92%±5.57% 1.16%±8.58% 5.13%±5.51% 2.85%±2.81% 0.86%±0.14% 11.1K
10 30
23 - 35
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
1.19%±1.11% 7.08%±2.54% 0.84%±3.67% 0.27%±2.28% 1.83%±1.01% 0.15%±0.24% 17.5K
11 34
26 - 39
DeepSeek V4 Pro
DeepSeek · MIT
0.32%±1.03% 0.29%±2.64% 2.80%±3.35% 0.59%±1.96% 5.16%±0.93% 0.12%±0.22% 31.5K
12 35
22 - 43
Kimi K2.6
月之暗面 · Modified MIT
0.16%±2.69% 4.37%±5.84% 4.95%±8.87% 8.08%±5.75% 8.71%±5.24% 0.86%±0.14% 11.3K
13 38
30 - 47
Hy3
腾讯 · Apache 2.0
1.51%±1.34% 3.87%±2.96% 1.46%±4.38% 0.62%±2.62% 0.30%±2.33% 1.32%±0.54% 23.8K
14 39
33 - 43
GLM 5.1
智谱 ZAI · MIT
1.60%±0.93% 0.53%±2.05% 1.64%±2.64% 0.79%±1.77% 4.83%±2.10% 1.27%±0.56% 72.0K
15 44
39 - 47
Minimax M3
MiniMax · MiniMax Community License
3.57%±0.92% 7.76%±2.48% 10.33%±2.71% 5.33%±1.86% 5.16%±0.87% 0.43%±0.22% 35.8K
16 45
39 - 47
Mimo V2.5 Pro
小米 · MIT
3.57%±0.96% 5.06%±2.44% 8.72%±2.85% 2.63%±1.82% 1.17%±1.73% 0.27%±0.33% 36.5K
17 47
39 - 50
Inkling Small
Thinky · Apache 2.0
4.53%±1.83% 16.84%±5.04% 14.91%±5.42% 2.72%±4.39% 11.66%±1.31% 0.17%±0.36% 10.4K
18 48
46 - 50
Mistral Medium 3.5
Mistral · Modified MIT
6.45%±1.64% 12.71%±4.06% 12.28%±4.62% 0.76%±3.72% 4.38%±2.45% 2.10%±1.13% 8.0K
19 49
47 - 50
Inkling
Thinky · Apache 2.0
7.12%±1.07% 14.26%±3.08% 18.51%±3.00% 10.45%±2.41% 7.28%±1.16% 0.37%±0.24% 39.8K
20 51
50 - 56
Minimax M2.7
MiniMax · Modified MIT
10.60%±1.19% 13.14%±2.89% 17.41%±3.10% 4.75%±2.48% 18.41%±2.83% 0.72%±0.16% 36.0K
21 56
50 - 56
Nemotron 3 Ultra
NVIDIA · OpenMDW-1.1
13.73%±2.59% 15.49%±5.44% 14.74%±6.79% 9.06%±5.22% 29.64%±7.30% 0.27%±0.29% 12.3K
22 58
57 - 58
Gemma 4 31B
Google · Apache 2.0
22.66%±3.45% 2.72%±2.23% 4.14%±2.95% 10.51%±2.26% 66.82%±15.16% 29.14%±6.89% 56.7K
🔍

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