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 - 6
Claude Opus 5 (High)
Anthropic · Proprietary
12.34%±1.53% 15.49%±3.15% 19.85%±5.51% 10.95%±2.98% 14.31%±0.81% 1.09%±0.17% 19.8K
🥈 2
1 - 6
Claude Opus 5 (Max)
Anthropic · Proprietary
11.97%±1.79% 18.23%±3.26% 19.37%±6.54% 6.46%±3.62% 14.65%±0.90% 1.16%±0.17% 15.6K
🥉 3
1 - 6
Claude Fable 5 (High)
Anthropic · Proprietary
11.64%±1.71% 12.41%±3.23% 21.92%±5.97% 8.67%±3.61% 14.00%±2.44% 1.18%±0.17% 31.7K
5 5
1 - 11
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
9.80%±1.39% 10.12%±2.86% 22.03%±5.09% 6.01%±2.88% 9.67%±1.03% 1.19%±0.17% 26.2K
6 6
1 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
9.56%±1.50% 8.33%±2.69% 21.66%±4.94% 8.85%±2.84% 9.34%±2.43% 0.40%±1.64% 35.2K
7 7
5 - 12
GPT 5.5 (xHigh)
OpenAI · Proprietary
8.63%±0.93% 4.57%±1.95% 13.71%±3.23% 8.97%±1.74% 14.73%±1.19% 1.18%±0.17% 47.8K
8 8
5 - 16
Claude Opus 4.7 (High)
Anthropic · Proprietary
8.12%±1.23% 5.78%±2.51% 12.16%±4.13% 8.32%±2.45% 13.27%±1.73% 1.07%±0.19% 36.2K
9 9
5 - 16
GPT 5.5 (High)
OpenAI · Proprietary
7.75%±0.83% 4.24%±1.73% 11.01%±2.91% 9.14%±1.55% 13.18%±0.92% 1.19%±0.17% 73.1K
10 10
5 - 16
Claude Opus 4.7
Anthropic · Proprietary
7.55%±1.24% 5.21%±2.58% 11.66%±4.08% 9.45%±2.43% 10.28%±1.96% 1.13%±0.18% 36.7K
11 11
5 - 21
Claude Sonnet 5 (High)
Anthropic · Proprietary
6.59%±2.18% 1.54%±4.59% 14.33%±7.52% 4.77%±4.61% 11.24%±1.72% 1.04%±0.18% 25.8K
12 12
7 - 18
Claude Opus 4.6
Anthropic · Proprietary
6.56%±1.19% 4.89%±2.52% 8.20%±3.85% 7.37%±2.32% 11.17%±1.79% 1.19%±0.17% 35.9K
13 13
8 - 18
GPT 5.5
OpenAI · Proprietary
6.40%±0.79% 3.31%±1.69% 7.85%±2.71% 7.86%±1.49% 11.80%±0.93% 1.19%±0.17% 74.2K
14 14
8 - 19
Qwen3.8 Max
阿里巴巴 · Proprietary
6.29%±1.39% 11.52%±3.10% 6.81%±4.88% 4.51%±2.73% 8.41%±1.16% 0.20%±0.34% 11.5K
15 15
8 - 19
Grok 4.5
SpaceXAI · Proprietary
6.08%±1.15% 5.58%±2.57% 5.33%±4.10% 6.71%±2.17% 11.61%±1.14% 1.19%±0.17% 30.8K
17 18
11 - 22
GPT 5.4 (High)
OpenAI · Proprietary
5.00%±0.80% 4.60%±1.75% 3.32%±2.68% 6.33%±1.57% 9.58%±1.06% 1.19%±0.17% 73.4K
18 19
11 - 24
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
4.25%±1.87% 1.37%±4.22% 8.29%±6.43% 1.63%±3.78% 11.51%±1.46% 1.19%±0.17% 8.8K
20 21
16 - 24
Gemini 3.7 Flash (High)
Google · Proprietary
3.44%±1.05% 9.84%±2.50% 0.62%±3.47% 2.57%±2.08% 3.00%±1.17% 1.17%±0.17% 17.4K
21 22
17 - 24
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
3.16%±1.20% 2.13%±2.93% 2.20%±3.99% 4.70%±2.38% 9.84%±1.24% 1.19%±0.17% 14.5K
22 23
18 - 24
Claude Sonnet 4.6
Anthropic · Proprietary
2.99%±1.18% 0.51%±2.65% 1.14%±3.56% 1.93%±2.28% 11.30%±2.23% 1.09%±0.20% 36.8K
23 24
16 - 29
Claude Opus 4.8
Anthropic · Proprietary
2.43%±2.27% 7.93%±2.75% 13.78%±4.76% 8.01%±2.77% 10.47%±1.94% 28.02%±8.93% 33.2K
24 26
23 - 28
Muse Spark 1.1
Meta · Proprietary
0.90%±0.61% 6.42%±1.43% 5.51%±1.81% 3.46%±1.15% 5.91%±1.13% 1.16%±0.17% 75.8K
28 30
25 - 33
Gemini 3.5 Flash (High)
Google · Proprietary
0.60%±0.61% 0.33%±1.39% 0.63%±1.87% 0.49%±1.11% 2.35%±1.10% 0.14%±0.21% 94.0K
29 31
24 - 34
Qwen3.7 Max
阿里巴巴 · Proprietary
0.64%±0.85% 2.20%±2.16% 6.05%±2.54% 0.50%±1.50% 4.94%±1.53% 0.63%±0.24% 31.7K
30 32
25 - 34
Gemini 3.1 Pro Preview
Google · Proprietary
0.86%±0.68% 0.95%±1.51% 2.75%±2.06% 3.05%±1.19% 12.01%±1.33% 0.95%±0.27% 81.5K
34 36
27 - 37
Qwen3.7 Plus
阿里巴巴 · Proprietary
2.47%±1.29% 2.90%±3.34% 10.29%±3.81% 5.51%±2.65% 6.20%±1.72% 0.15%±0.38% 17.0K
35 37
31 - 37
Gemini 3.6 Flash (High)
Google · Proprietary
3.09%±1.22% 3.15%±3.08% 5.88%±3.74% 3.38%±2.33% 4.21%±1.69% 1.16%±0.18% 13.4K
37 39
31 - 38
Gemini 3.5 Flash (Medium)
Google · Proprietary
3.88%±1.40% 8.81%±3.49% 6.36%±4.05% 3.28%±2.69% 1.50%±2.48% 0.57%±0.57% 13.3K
41 43
39 - 45
Grok 4.3 (High)
SpaceXAI · Proprietary
8.92%±0.83% 10.18%±1.74% 14.06%±1.81% 7.31%±1.27% 13.99%±2.84% 0.95%±0.18% 62.4K
42 44
39 - 45
Gemini 3 Flash
Google · Proprietary
9.14%±0.81% 7.71%±1.53% 10.92%±1.73% 3.77%±1.18% 22.76%±2.41% 0.55%±1.68% 83.0K
43 45
40 - 45
Grok Build 0.1
SpaceXAI · Proprietary
9.43%±0.88% 5.74%±1.77% 11.33%±2.15% 8.99%±1.59% 21.83%±2.72% 0.72%±0.17% 74.0K
44 47
41 - 46
Gemini 3.5 Flash Lite
Google · Proprietary
10.74%±1.23% 12.92%±2.99% 13.95%±3.09% 10.98%±2.33% 15.66%±2.89% 0.17%±0.45% 20.5K
45 46
40 - 47
Solar Pro 4
Upstage · Proprietary
10.88%±2.33% 6.43%±5.68% 17.97%±6.19% 15.46%±4.76% 13.51%±4.49% 1.03%±3.09% 5.2K
48 50
47 - 49
Grok 4.3
SpaceXAI · Proprietary
16.37%±1.21% 11.24%±1.59% 15.85%±1.70% 5.87%±1.18% 49.95%±5.37% 1.04%±0.18% 82.4K
🔍

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