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 Opus 5 (High)
Anthropic · Proprietary
13.74%±1.80% 14.96%±3.73% 21.82%±6.81% 16.00%±3.26% 15.13%±0.84% 0.80%±0.14% 21.7K
🥈 2
1 - 5
Claude Opus 5 (Max)
Anthropic · Proprietary
11.69%±2.01% 15.49%±4.03% 18.35%±7.36% 8.30%±3.98% 15.50%±0.85% 0.83%±0.14% 17.3K
🥉 3
1 - 7
Claude Fable 5 (High)
Anthropic · Proprietary
10.61%±1.53% 6.81%±3.30% 20.25%±5.49% 13.23%±2.77% 11.88%±1.95% 0.86%±0.14% 35.2K
4 4
2 - 8
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
9.49%±1.51% 7.57%±3.20% 21.62%±5.62% 8.73%±2.88% 8.68%±1.02% 0.86%±0.14% 28.8K
5 5
2 - 10
Claude Opus 4.8 (High)
Anthropic · Proprietary
9.22%±1.53% 5.38%±3.11% 18.87%±5.30% 12.06%±2.83% 10.01%±1.89% 0.22%±0.95% 37.1K
6 7
4 - 16
GPT 5.5 (xHigh)
OpenAI · Proprietary
7.53%±1.08% 2.45%±2.36% 12.23%±3.75% 8.55%±1.99% 13.54%±1.28% 0.86%±0.14% 50.3K
7 8
3 - 19
Claude Sonnet 5 (High)
Anthropic · Proprietary
7.51%±2.11% 1.07%±4.44% 12.46%±7.28% 12.29%±4.43% 11.03%±1.57% 0.72%±0.16% 27.7K
8 9
6 - 20
Claude Opus 4.7 (High)
Anthropic · Proprietary
6.49%±1.42% 3.98%±3.00% 10.47%±4.70% 6.18%±2.62% 11.05%±2.46% 0.78%±0.15% 36.6K
9 11
7 - 21
Claude Opus 4.7
Anthropic · Proprietary
6.18%±1.44% 3.42%±3.12% 10.52%±4.70% 7.72%±2.64% 8.41%±2.59% 0.81%±0.14% 37.1K
10 12
7 - 20
Grok 4.5
SpaceXAI · Proprietary
6.17%±1.15% 6.32%±2.55% 5.73%±4.09% 7.30%±2.24% 10.61%±1.14% 0.86%±0.14% 34.3K
11 14
7 - 20
GPT 5.5 (High)
OpenAI · Proprietary
5.97%±1.02% 1.58%±2.16% 10.60%±3.50% 5.65%±1.81% 11.17%±1.60% 0.86%±0.14% 73.9K
12 15
6 - 24
Gemini 3.8 Flash (High)
Google · Proprietary
5.94%±1.91% 11.12%±4.25% 14.78%±6.30% 1.43%±4.78% 4.46%±1.13% 0.78%±0.16% 10.1K
13 17
7 - 24
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
5.33%±1.27% 10.60%±2.92% 2.48%±4.30% 3.54%±2.67% 9.14%±1.00% 0.86%±0.14% 15.8K
14 18
8 - 23
Qwen3.8 Max
阿里巴巴 · Proprietary
5.24%±1.13% 8.38%±2.50% 6.47%±3.89% 4.56%±2.26% 6.91%±1.01% 0.11%±0.26% 18.6K
15 19
8 - 26
Claude Opus 4.6
Anthropic · Proprietary
5.06%±1.36% 3.02%±3.01% 7.22%±4.53% 5.04%±2.50% 9.17%±1.84% 0.86%±0.14% 36.4K
16 20
8 - 24
GPT 5.5
OpenAI · Proprietary
4.75%±0.88% 1.74%±1.98% 6.07%±2.98% 5.09%±1.60% 10.00%±1.16% 0.86%±0.14% 78.1K
17 23
15 - 32
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
3.01%±1.18% 3.01%±3.02% 0.64%±3.87% 9.60%±2.37% 8.26%±1.31% 0.86%±0.14% 17.0K
18 24
19 - 31
GPT 5.4 (High)
OpenAI · Proprietary
2.95%±0.86% 2.05%±2.07% 0.65%±2.82% 4.21%±1.73% 8.28%±0.94% 0.86%±0.14% 77.3K
19 27
14 - 36
Claude Opus 4.8
Anthropic · Proprietary
2.22%±2.65% 6.54%±3.25% 11.59%±5.38% 9.77%±3.00% 10.40%±1.84% 27.17%±10.73% 33.7K
20 28
20 - 34
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
2.15%±1.20% 0.03%±2.83% 0.19%±3.91% 1.74%±2.51% 7.99%±1.20% 0.86%±0.14% 17.1K
21 31
24 - 36
Muse Spark 1.2 (xHigh)
Meta · Proprietary
0.85%±1.13% 6.27%±2.82% 6.45%±3.37% 5.70%±2.43% 9.29%±1.40% 0.85%±0.14% 18.4K
22 32
22 - 36
Claude Sonnet 4.6
Anthropic · Proprietary
0.85%±1.27% 4.76%±3.17% 0.80%±3.94% 1.15%±2.53% 10.19%±1.79% 0.78%±0.17% 38.7K
23 33
25 - 34
Gemini 3.7 Flash (High)
Google · Proprietary
0.84%±0.91% 9.80%±2.13% 1.60%±2.93% 5.38%±1.90% 0.61%±1.07% 0.79%±0.15% 24.4K
24 36
29 - 38
Muse Spark 1.1
Meta · Proprietary
0.90%±0.63% 4.97%±1.53% 8.40%±1.82% 5.77%±1.31% 3.84%±1.07% 0.85%±0.14% 88.1K
25 37
32 - 41
Qwen3.7 Max
阿里巴巴 · Proprietary
1.46%±0.93% 1.85%±2.35% 6.38%±2.79% 2.59%±1.72% 3.30%±1.71% 0.21%±0.27% 35.4K
26 40
35 - 46
Qwen3.7 Plus
阿里巴巴 · Proprietary
2.91%±1.29% 3.98%±3.36% 11.51%±3.75% 2.87%±2.76% 3.90%±1.88% 0.11%±0.34% 19.0K
27 41
35 - 46
Gemini 3.5 Flash (High)
Google · Proprietary
2.99%±0.81% 1.09%±1.86% 1.10%±2.47% 7.37%±1.50% 5.33%±1.60% 0.05%±0.19% 94.4K
28 42
35 - 46
Gemini 3.6 Flash (High)
Google · Proprietary
3.20%±1.17% 1.50%±2.92% 5.27%±3.63% 4.16%±2.35% 5.93%±1.58% 0.83%±0.14% 17.2K
29 43
36 - 46
Gemini 3.1 Pro Preview
Google · Proprietary
3.32%±0.90% 2.06%±2.09% 2.14%±2.69% 2.09%±1.53% 15.23%±1.77% 0.62%±0.27% 83.5K
30 46
38 - 47
Gemini 3.5 Flash (Medium)
Google · Proprietary
4.21%±1.48% 8.55%±3.63% 5.46%±4.25% 2.63%±2.88% 4.69%±2.57% 0.29%±0.56% 13.8K
31 50
46 - 55
Solar Pro 4
Upstage · Proprietary
9.34%±3.39% 8.27%±7.12% 13.42%±9.20% 1.14%±6.90% 23.12%±8.77% 0.74%±1.72% 5.8K
32 52
49 - 55
Grok 4.3 (High)
SpaceXAI · Proprietary
10.94%±1.09% 12.56%±2.22% 13.31%±2.44% 11.57%±1.68% 17.93%±3.75% 0.67%±0.15% 62.8K
33 53
49 - 55
Gemini 3.5 Flash Lite
Google · Proprietary
11.16%±1.39% 14.74%±3.60% 14.39%±3.57% 10.42%±2.90% 15.43%±2.91% 0.83%±0.79% 22.6K
34 54
49 - 55
Gemini 3 Flash
Google · Proprietary
11.43%±1.07% 8.29%±1.92% 10.32%±2.23% 10.01%±1.55% 27.31%±3.16% 1.23%±2.41% 83.4K
35 55
49 - 55
Grok Build 0.1
SpaceXAI · Proprietary
11.72%±1.23% 6.95%±2.28% 11.58%±2.74% 6.20%±2.25% 34.39%±4.20% 0.52%±0.14% 74.5K
36 57
56 - 57
Grok 4.3
SpaceXAI · Proprietary
19.15%±1.69% 12.56%±2.01% 15.14%±2.25% 10.68%±1.54% 58.14%±7.64% 0.75%±0.14% 82.7K
🔍

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