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 - 3
Claude Fable 5.1 (Max)
Anthropic · Proprietary
14.06%±1.77% 17.37%±2.77% 32.43%±7.15% 8.40%±3.74% 11.78%±0.84% 0.34%±0.03% 15.1K
🥈 2
1 - 6
Claude Opus 5.5 (High)
Anthropic · Proprietary
11.84%±1.95% 16.25%±3.75% 19.28%±7.60% 13.57%±4.04% 9.81%±1.27% 0.30%±0.06% 6.0K
🥉 3
1 - 8
GPT 6 Astra (Max)
OpenAI · Proprietary
10.36%±2.28% 12.68%±3.58% 33.92%±8.96% 1.39%±5.07% 6.26%±1.25% 0.35%±0.03% 11.5K
4 4
2 - 8
Claude Opus 5 (Max)
Anthropic · Proprietary
9.54%±1.46% 10.18%±2.90% 16.64%±5.46% 7.91%±2.90% 12.62%±0.78% 0.34%±0.03% 21.9K
5 5
2 - 8
Claude Opus 5 (High)
Anthropic · Proprietary
9.38%±1.35% 6.69%±2.81% 17.66%±4.98% 10.68%±2.62% 11.54%±0.78% 0.31%±0.03% 26.8K
6 6
2 - 9
GPT 6 Sol (Max)
OpenAI · Proprietary
8.80%±2.30% 10.84%±4.18% 10.51%±8.89% 14.54%±4.46% 7.75%±1.76% 0.35%±0.03% 5.7K
7 7
3 - 9
Claude Fable 5 (High)
Anthropic · Proprietary
7.99%±1.20% 3.10%±2.59% 16.58%±4.31% 11.43%±2.25% 8.49%±1.18% 0.35%±0.03% 40.3K
8 8
3 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
6.87%±1.31% 3.85%±2.52% 15.19%±4.63% 9.59%±2.29% 5.75%±2.01% 0.05%±0.25% 40.4K
9 9
6 - 12
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.26%±1.25% 3.09%±2.49% 18.82%±4.46% 6.54%±2.41% 2.51%±1.07% 0.35%±0.03% 34.2K
10 10
8 - 21
Claude Sonnet 5 (High)
Anthropic · Proprietary
4.80%±1.58% 0.79%±3.27% 9.11%±5.49% 7.49%±3.31% 6.44%±1.05% 0.18%±0.09% 31.6K
11 11
9 - 21
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.24%±0.95% 2.61%±2.10% 7.82%±3.25% 6.86%±1.82% 8.80%±1.18% 0.35%±0.03% 54.1K
12 14
8 - 23
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
4.02%±1.57% 8.99%±3.06% 4.42%±5.37% 0.46%±3.68% 5.88%±1.03% 0.35%±0.03% 11.0K
13 17
10 - 21
Muse Spark 1.3 (Max)
Meta · Proprietary
3.83%±0.59% 8.35%±1.19% 3.67%±2.00% 1.58%±1.29% 5.20%±0.57% 0.35%±0.03% 63.9K
14 18
10 - 22
Gemini 3.8 Flash (High)
Google · Proprietary
3.75%±0.86% 9.30%±1.74% 5.06%±2.99% 4.26%±1.89% 0.06%±0.58% 0.21%±0.06% 33.5K
15 20
17 - 25
Qwen3.8 Max
阿里巴巴 · Proprietary
2.46%±0.66% 5.19%±1.39% 3.67%±2.27% 2.03%±1.37% 2.52%±0.70% 1.11%±0.23% 49.7K
16 22
18 - 27
GPT 5.5
OpenAI · Proprietary
1.68%±0.85% 4.47%±1.86% 4.90%±2.80% 2.26%±1.57% 5.35%±1.29% 0.35%±0.03% 82.3K
17 23
11 - 28
GPT 6 Luna (Max)
OpenAI · Proprietary
1.59%±1.77% 4.63%±3.60% 2.77%±6.11% 1.51%±4.00% 4.24%±2.24% 0.35%±0.03% 8.0K
18 24
19 - 28
Grok 4.5
SpaceXAI · Proprietary
1.25%±0.95% 1.07%±2.21% 2.71%±3.13% 3.86%±1.98% 5.84%±1.02% 0.35%±0.03% 41.8K
19 25
20 - 28
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.13%±0.97% 3.32%±2.31% 0.24%±3.15% 3.26%±1.99% 5.61%±0.90% 0.35%±0.03% 25.9K
20 26
21 - 31
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.64%±1.09% 6.36%±2.51% 2.75%±3.66% 4.11%±2.12% 2.34%±1.31% 0.35%±0.03% 22.3K
21 27
21 - 31
GPT 5.4 (High)
OpenAI · Proprietary
0.31%±0.83% 3.50%±1.90% 0.73%±2.79% 2.43%±1.67% 3.00%±1.08% 0.35%±0.03% 81.5K
22 29
26 - 33
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.86%±0.67% 4.60%±1.59% 4.18%±2.16% 1.92%±1.41% 2.20%±0.82% 0.35%±0.03% 40.9K
23 32
29 - 33
Gemini 3.7 Flash (High)
Google · Proprietary
1.31%±0.67% 0.27%±1.61% 3.28%±2.12% 0.01%±1.36% 3.45%±0.70% 0.06%±0.24% 52.2K
24 34
34 - 36
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.24%±0.67% 5.38%±1.73% 11.66%±1.97% 5.40%±1.45% 5.90%±0.80% 0.32%±0.06% 47.9K
25 35
34 - 36
Muse Spark 1.1
Meta · Proprietary
4.07%±0.44% 1.98%±1.06% 11.10%±1.24% 5.62%±0.92% 1.97%±0.80% 0.33%±0.03% 140.0K
26 36
34 - 37
Qwen3.7 Max
阿里巴巴 · Proprietary
4.59%±0.87% 9.18%±2.18% 8.35%±2.53% 3.46%±1.61% 1.73%±1.58% 0.22%±0.19% 40.1K
27 40
37 - 42
Gemini 3.6 Flash (High)
Google · Proprietary
6.93%±0.99% 7.58%±2.46% 8.52%±2.90% 3.98%±2.00% 14.90%±1.66% 0.31%±0.05% 22.8K
28 41
37 - 42
Gemini 3.1 Pro Preview
Google · Proprietary
7.22%±0.87% 7.96%±1.90% 0.70%±2.46% 3.98%±1.44% 23.03%±1.93% 0.43%±0.85% 86.7K
29 42
37 - 43
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.23%±1.24% 9.47%±3.06% 12.51%±3.37% 7.47%±2.41% 5.68%±2.59% 1.02%±0.38% 21.5K
30 46
46 - 46
Solar Pro 4
Upstage · Proprietary
16.25%±1.87% 23.15%±4.88% 20.12%±4.89% 10.33%±3.67% 25.73%±4.16% 1.89%±0.74% 9.3K
🔍

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