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
12.01%±1.45% 15.13%±3.03% 19.31%±5.29% 10.73%±2.79% 13.74%±0.79% 1.14%±0.19% 19.7K
🥈 2
1 - 9
Claude Fable 5 (High)
Anthropic · Proprietary
11.98%±2.55% 10.72%±4.84% 24.96%±8.96% 8.98%±5.19% 14.03%±3.67% 1.23%±0.19% 24.4K
🥉 3
1 - 6
Claude Opus 5 (Max)
Anthropic · Proprietary
12.00%±1.71% 17.81%±3.18% 19.64%±6.25% 7.09%±3.40% 14.26%±0.88% 1.19%±0.19% 15.5K
4 4
1 - 10
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
10.80%±1.80% 9.72%±3.67% 23.35%±6.69% 9.13%±3.69% 10.56%±1.26% 1.23%±0.19% 18.1K
6 6
1 - 12
Claude Opus 4.8 (High)
Anthropic · Proprietary
9.65%±1.77% 9.08%±3.09% 22.46%±5.68% 8.28%±3.29% 9.24%±2.84% 0.82%±2.51% 35.1K
7 7
3 - 12
GPT 5.5 (xHigh)
OpenAI · Proprietary
8.83%±1.02% 4.84%±2.17% 14.50%±3.60% 9.07%±1.90% 14.53%±1.22% 1.22%±0.19% 47.6K
8 8
3 - 15
Claude Opus 4.7 (High)
Anthropic · Proprietary
8.22%±1.43% 6.71%±2.92% 12.51%±4.80% 7.81%±2.90% 12.95%±2.05% 1.13%±0.21% 36.1K
9 9
6 - 15
GPT 5.5 (High)
OpenAI · Proprietary
7.72%±0.96% 3.99%±2.03% 11.75%±3.39% 8.49%±1.78% 13.15%±0.96% 1.23%±0.19% 72.8K
10 10
5 - 15
Claude Opus 4.7
Anthropic · Proprietary
7.68%±1.44% 5.37%±3.06% 11.63%±4.70% 10.15%±2.85% 10.07%±2.28% 1.18%±0.19% 36.7K
11 11
5 - 17
Qwen3.8 Max
阿里巴巴 · Proprietary
7.61%±1.60% 12.54%±3.32% 11.64%±5.58% 5.34%±3.09% 8.40%±1.21% 0.11%±0.41% 9.3K
12 12
3 - 17
Claude Sonnet 5 (High)
Anthropic · Proprietary
7.27%±2.28% 3.83%±4.66% 15.43%±7.92% 5.04%±4.83% 10.97%±1.79% 1.08%±0.20% 25.7K
13 13
6 - 17
Claude Opus 4.6
Anthropic · Proprietary
6.86%±1.38% 5.30%±2.96% 8.38%±4.52% 8.11%±2.71% 11.31%±1.81% 1.23%±0.19% 35.8K
15 15
8 - 17
GPT 5.5
OpenAI · Proprietary
6.26%±0.90% 3.60%±1.96% 7.61%±3.09% 7.22%±1.70% 11.66%±1.00% 1.23%±0.19% 74.0K
16 16
8 - 19
Grok 4.5
SpaceXAI · Proprietary
6.00%±1.20% 6.24%±2.69% 4.82%±4.26% 6.71%±2.29% 10.98%±1.22% 1.23%±0.19% 29.8K
17 17
11 - 22
GPT 5.4 (High)
OpenAI · Proprietary
4.99%±0.94% 4.58%±2.04% 3.61%±3.15% 6.13%±1.79% 9.40%±1.31% 1.23%±0.19% 73.2K
18 18
11 - 23
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
4.29%±1.87% 1.07%±4.24% 8.24%±6.49% 1.55%±3.82% 11.48%±1.44% 1.23%±0.19% 8.7K
20 20
15 - 23
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
3.67%±1.25% 1.30%±3.02% 3.39%±4.22% 5.54%±2.44% 9.46%±1.15% 1.23%±0.19% 14.0K
21 21
16 - 23
Gemini 3.7 Flash (High)
Google · Proprietary
3.36%±1.26% 10.03%±2.96% 0.05%±4.00% 3.57%±2.64% 2.05%±1.50% 1.19%±0.20% 12.3K
22 22
16 - 24
Claude Sonnet 4.6
Anthropic · Proprietary
3.06%±1.39% 0.04%±3.12% 1.08%±4.15% 2.04%±2.69% 11.04%±2.69% 1.11%±0.24% 36.7K
23 23
15 - 32
Claude Opus 4.8
Anthropic · Proprietary
2.14%±2.70% 8.71%±3.14% 13.77%±5.37% 8.50%±3.18% 10.73%±2.24% 30.98%±10.84% 33.2K
24 24
22 - 28
Muse Spark 1.1
Meta · Proprietary
1.06%±0.60% 7.02%±1.40% 5.13%±1.77% 3.21%±1.14% 5.41%±1.24% 1.20%±0.19% 72.1K
27 27
22 - 32
Qwen3.7 Max
阿里巴巴 · Proprietary
0.09%±0.85% 0.40%±2.11% 4.75%±2.63% 0.05%±1.52% 5.05%±1.38% 0.60%±0.27% 30.6K
29 29
23 - 32
Gemini 3.5 Flash (High)
Google · Proprietary
0.39%±0.62% 0.40%±1.48% 0.60%±1.93% 0.33%±1.15% 1.75%±0.99% 0.34%±0.22% 93.7K
30 30
23 - 32
Gemini 3.1 Pro Preview
Google · Proprietary
0.47%±0.74% 1.49%±1.67% 3.62%±2.31% 3.08%±1.29% 11.50%±1.42% 0.96%±0.30% 81.3K
34 34
24 - 37
Qwen3.7 Plus
阿里巴巴 · Proprietary
1.77%±1.35% 0.82%±3.42% 9.16%±4.08% 5.14%±2.78% 6.12%±1.82% 0.16%±0.42% 16.7K
36 36
30 - 38
Gemini 3.6 Flash (High)
Google · Proprietary
2.36%±1.22% 0.87%±2.99% 4.12%±3.90% 4.42%±2.38% 3.57%±1.69% 1.18%±0.20% 12.4K
38 38
30 - 38
Gemini 3.5 Flash (Medium)
Google · Proprietary
3.70%±1.43% 8.58%±3.62% 6.18%±4.24% 3.72%±2.83% 0.53%±2.28% 0.51%±0.68% 12.9K
41 41
38 - 43
Grok 4.3 (High)
SpaceXAI · Proprietary
8.37%±0.87% 9.70%±1.84% 13.27%±2.00% 7.02%±1.35% 12.97%±2.89% 1.09%±0.19% 62.1K
42 42
39 - 44
Gemini 3 Flash
Google · Proprietary
8.63%±0.86% 7.15%±1.68% 10.65%±1.91% 3.65%±1.27% 21.08%±2.37% 0.63%±1.82% 82.7K
43 43
39 - 44
Grok Build 0.1
SpaceXAI · Proprietary
9.00%±0.93% 5.49%±1.90% 10.75%±2.32% 8.66%±1.64% 21.08%±2.85% 0.97%±0.19% 73.7K
44 44
41 - 47
Solar Pro 4
Upstage · Proprietary
11.54%±2.16% 7.79%±5.75% 21.14%±5.71% 13.13%±4.04% 16.02%±5.04% 0.40%±0.61% 4.6K
45 45
41 - 46
Gemini 3.5 Flash Lite
Google · Proprietary
10.38%±1.19% 12.73%±2.91% 13.51%±3.03% 10.28%±2.25% 15.08%±2.74% 0.28%±0.50% 20.2K
48 48
45 - 48
Grok 4.3
SpaceXAI · Proprietary
14.56%±1.23% 10.85%±1.74% 16.13%±1.83% 5.87%±1.28% 41.12%±5.32% 1.15%±0.19% 82.1K
🔍

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