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
🥇 1
1 - 4
GPT 5.5 (High)
OpenAI · Proprietary
10.66%±1.60% 7.06%±2.70% 14.95%±5.98% 12.03%±3.06% 17.73%±1.85% 1.52%±0.21% 24.4K
🥈 2
1 - 6
Claude Opus 4.7 (Thinking)
Anthropic · Proprietary
9.47%±1.50% 7.95%±2.71% 12.18%±5.52% 9.04%±2.90% 16.69%±1.51% 1.49%±0.21% 24.3K
🥉 3
1 - 6
GPT 5.4 (High)
OpenAI · Proprietary
8.92%±1.68% 6.89%±2.85% 9.72%±6.07% 10.12%±3.34% 16.34%±1.88% 1.52%±0.21% 24.2K
4 4
1 - 6
Claude Opus 4.6
Anthropic · Proprietary
8.14%±1.46% 7.17%±2.67% 8.69%±5.21% 7.06%±2.65% 16.26%±1.62% 1.51%±0.21% 24.4K
5 5
2 - 7
GPT 5.5
OpenAI · Proprietary
7.47%±1.54% 2.97%±2.70% 7.39%±5.48% 8.91%±2.92% 16.58%±1.82% 1.52%±0.21% 24.6K
6 6
2 - 7
Claude Opus 4.7
Anthropic · Proprietary
6.95%±1.46% 5.46%±2.77% 6.27%±5.30% 5.60%±2.73% 15.95%±1.53% 1.48%±0.21% 24.5K
7 7
5 - 8
Claude Sonnet 4.6
Anthropic · Proprietary
4.59%±1.37% 1.22%±2.82% 0.30%±4.74% 3.38%±2.70% 17.23%±1.75% 1.43%±0.24% 24.4K
8 8
7 - 10
GLM 5.1
智谱 ZAI · MIT
3.38%±2.00% 4.63%±3.41% 3.79%±7.15% 3.41%±4.15% 10.37%±2.22% 1.52%±0.21% 19.6K
9 9
8 - 11
Gemini 3.1 Pro Preview
Google · Proprietary
1.38%±1.45% 0.64%±2.79% 1.52%±4.57% 4.33%±2.65% 0.95%±2.78% 1.34%±0.32% 24.3K
10 10
8 - 12
Gemini 3.5 Flash
Google · Proprietary
0.40%±1.82% 2.46%±3.84% 0.08%±5.88% 1.17%±3.42% 4.08%±3.02% 1.49%±0.21% 17.5K
11 11
9 - 13
Kimi K2.6
月之暗面 · Modified MIT
0.56%±1.64% 0.88%±3.39% 3.70%±5.68% 8.44%±3.42% 8.68%±2.30% 1.52%±0.21% 21.0K
12 12
10 - 14
DeepSeek V4 Pro
DeepSeek · MIT
1.88%±1.79% 1.57%±3.43% 1.44%±6.27% 1.26%±3.62% 2.78%±2.31% 5.48%±1.25% 19.8K
13 13
11 - 14
Qwen 3.6 Plus
阿里巴巴 · Proprietary
3.40%±1.91% 0.48%±3.61% 5.74%±6.33% 10.84%±4.14% 2.37%±2.99% 2.32%±0.95% 19.3K
14 14
12 - 15
DeepSeek V4 Flash
DeepSeek · MIT
5.10%±1.77% 0.00%±3.58% 8.65%±5.74% 15.29%±3.91% 1.68%±2.23% 3.22%±0.98% 19.7K
15 15
14 - 17
Minimax M2.7
MiniMax · Modified MIT
8.52%±1.76% 8.00%±3.63% 15.73%±5.28% 17.56%±3.60% 2.84%±4.08% 1.52%±0.21% 19.8K
16 16
15 - 17
Gemini 3 Flash
Google · Proprietary
9.22%±1.57% 15.64%±3.02% 15.63%±3.82% 5.81%±2.78% 7.77%±4.45% 1.27%±1.99% 24.3K
17 17
15 - 17
Gemma 4 31B
Google · Apache 2.0
14.63%±4.98% 4.16%±5.75% 7.65%±8.08% 6.86%±5.48% 21.86%±15.92% 32.64%±15.97% 13.5K
18 18
18 - 18
Grok 4.3
xAI · Proprietary
25.14%±2.26% 16.12%±3.03% 17.51%±3.70% 3.90%±2.78% 89.43%±9.34% 1.24%±0.35% 23.5K
🔍

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