| 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 - 13 |
Kimi K3 (Max)
月之暗面 · Kimi K3 license
|
6.46%±0.70% | 15.11%±1.43% | 12.49%±2.43% | 0.02%±1.39% | 4.29%±0.56% | 0.38%±0.04% | 101.0K |
| 🥈 | 10 6 - 18 |
Hy4 preview
腾讯 · Apache 2.0
|
5.23%±1.31% | 11.82%±2.51% | 9.50%±4.85% | 2.65%±2.83% | 7.24%±0.67% | 0.25%±0.07% | 19.6K |
| 🥉 | 12 9 - 18 |
GLM 5.2 (Max)
智谱 ZAI · MIT
|
4.56%±0.74% | 8.10%±1.58% | 10.71%±2.57% | 3.16%±1.36% | 0.46%±0.85% | 0.38%±0.04% | 73.4K |
| 4 | 14 9 - 20 |
DeepSeek V4 Pro (High) (0813)
DeepSeek · MIT
|
4.14%±0.92% | 10.70%±1.87% | 6.03%±3.27% | 1.61%±1.93% | 5.20%±0.72% | 0.38%±0.04% | 39.0K |
| 5 | 20 13 - 24 |
GLM 5.3 (Max)
智谱 ZAI · MIT
|
2.62%±0.66% | 11.24%±1.41% | 5.27%±2.24% | 0.88%±1.28% | 2.90%±0.68% | 0.38%±0.04% | 65.5K |
| 6 | 21 15 - 25 |
Deepseek V4 Flash (High) (20260731)
DeepSeek · MIT
|
2.17%±0.77% | 7.06%±1.66% | 3.96%±2.63% | 1.45%±1.62% | 0.93%±0.60% | 0.35%±0.05% | 63.9K |
| 7 | 22 15 - 26 |
GLM 5.3 Flash
智谱 ZAI · MIT
|
1.89%±0.86% | 12.49%±1.84% | 3.02%±2.84% | 1.06%±1.80% | 5.37%±0.86% | 0.38%±0.04% | 27.0K |
| 8 | 26 22 - 30 |
Qwen3.8 Flash Next
阿里巴巴 · Qwen-community-1.0
|
0.40%±0.97% | 11.74%±2.01% | 1.81%±3.32% | 5.20%±2.23% | 1.87%±0.58% | 0.83%±0.13% | 30.8K |
| 9 | 27 23 - 30 |
Qwen 3.8 27B
阿里巴巴 · Apache 2.0
|
0.08%±0.88% | 7.22%±1.97% | 0.22%±2.98% | 1.42%±1.81% | 6.13%±0.82% | 0.28%±0.15% | 28.5K |
| 10 | 28 23 - 30 |
DeepSeek V4 Pro
DeepSeek · MIT
|
0.34%±1.14% | 0.42%±2.89% | 3.73%±3.87% | 1.05%±2.14% | 3.69%±0.88% | 0.20%±0.14% | 33.2K |
| 11 | 33 31 - 39 |
Hy3
腾讯 · Apache 2.0
|
4.69%±1.29% | 7.63%±3.00% | 6.97%±3.95% | 1.81%±2.68% | 4.20%±2.33% | 2.84%±1.28% | 26.3K |
| 12 | 34 33 - 39 |
Minimax M3
MiniMax · MiniMax Community License
|
5.38%±0.95% | 10.21%±2.57% | 11.54%±2.86% | 6.82%±1.91% | 1.66%±1.01% | 0.03%±0.13% | 37.9K |
| 13 | 37 33 - 39 |
Mimo V2.5 Pro
小米 · MIT
|
5.42%±0.98% | 7.28%±2.54% | 10.16%±2.87% | 3.78%±1.90% | 5.17%±1.79% | 0.74%±0.30% | 38.9K |
| 14 | 39 33 - 41 |
Inkling Small
Thinky · Apache 2.0
|
7.09%±1.58% | 19.89%±4.54% | 17.32%±4.62% | 5.97%±3.71% | 8.11%±1.14% | 0.38%±0.38% | 12.4K |
| 15 | 40 39 - 41 |
Inkling
Thinky · Apache 2.0
|
9.12%±1.06% | 17.83%±3.18% | 22.35%±2.79% | 8.63%±2.45% | 3.22%±1.31% | 0.01%±0.15% | 42.0K |
| 16 | 41 39 - 41 |
Mistral Medium 3.5
Mistral · Modified MIT
|
10.12%±1.47% | 16.44%±3.77% | 14.95%±4.01% | 4.37%±3.28% | 12.44%±2.43% | 2.41%±0.89% | 9.9K |
| 17 | 42 42 - 43 |
Minimax M2.7
MiniMax · Modified MIT
|
13.22%±1.22% | 16.69%±3.09% | 19.83%±3.16% | 6.18%±2.61% | 23.59%±2.72% | 0.19%±0.16% | 37.5K |
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月之暗面
腾讯
智谱 ZAI
DeepSeek
阿里巴巴
MiniMax
小米
Mistral