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
Claude Fable 5.1 (Max)
Anthropic · Proprietary
14.51%±1.90% 23.19%±2.61% 39.46%±7.40% 1.21%±4.21% 10.71%±1.13% 0.39%±0.04% 11.8K
🥈 2
1 - 5
GPT 6 Astra (Max)
OpenAI · Proprietary
12.55%±2.18% 21.85%±2.92% 40.61%±8.16% 5.46%±5.71% 5.33%±1.35% 0.39%±0.04% 8.9K
🥉 3
1 - 5
Claude Opus 5 (High)
Anthropic · Proprietary
11.42%±1.73% 11.96%±3.62% 18.59%±6.39% 13.61%±3.33% 12.58%±0.76% 0.35%±0.04% 23.2K
4 4
1 - 7
Claude Opus 5 (Max)
Anthropic · Proprietary
10.79%±1.92% 12.51%±3.91% 18.44%±7.05% 9.48%±3.79% 13.12%±0.81% 0.37%±0.04% 18.7K
5 5
2 - 8
Claude Fable 5 (High)
Anthropic · Proprietary
9.15%±1.44% 6.46%±3.11% 18.75%±5.18% 11.00%±2.61% 9.17%±1.54% 0.39%±0.04% 36.7K
6 6
4 - 11
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
7.75%±1.45% 5.13%±3.08% 19.52%±5.29% 8.77%±2.79% 4.93%±0.95% 0.39%±0.04% 30.4K
7 7
4 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.69%±1.44% 4.48%±3.02% 16.05%±5.08% 10.98%±2.66% 7.33%±1.63% 0.40%±0.62% 38.9K
8 9
5 - 16
Claude Sonnet 5 (High)
Anthropic · Proprietary
6.31%±1.88% 1.04%±3.97% 12.40%±6.57% 9.74%±3.99% 8.13%±1.23% 0.23%±0.10% 29.4K
9 11
6 - 17
GPT 5.5 (xHigh)
OpenAI · Proprietary
5.33%±1.08% 0.13%±2.48% 8.97%±3.73% 7.21%±2.05% 9.97%±1.26% 0.39%±0.04% 51.9K
10 14
8 - 24
Gemini 3.8 Flash (High)
Google · Proprietary
4.01%±1.96% 8.84%±4.55% 13.46%±6.24% 3.34%±5.18% 0.79%±1.14% 0.31%±0.09% 10.1K
11 15
9 - 21
Grok 4.5
SpaceXAI · Proprietary
3.93%±1.14% 5.05%±2.56% 2.52%±3.91% 5.31%±2.27% 6.40%±1.41% 0.39%±0.04% 36.0K
12 16
9 - 21
Qwen3.8 Max
阿里巴巴 · Proprietary
3.90%±1.04% 9.65%±2.27% 4.32%±3.58% 2.76%±2.14% 3.69%±1.02% 0.91%±0.25% 22.3K
13 17
10 - 24
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
3.24%±1.17% 4.92%±2.67% 2.98%±3.91% 2.44%±2.41% 5.49%±1.02% 0.39%±0.04% 19.9K
14 18
13 - 24
GPT 5.5
OpenAI · Proprietary
2.95%±0.92% 0.96%±2.12% 4.66%±3.09% 3.99%±1.67% 6.68%±1.17% 0.39%±0.04% 80.0K
15 22
16 - 27
GPT 5.4 (High)
OpenAI · Proprietary
1.57%±0.91% 0.58%±2.18% 0.22%±3.08% 3.01%±1.80% 5.25%±0.91% 0.39%±0.04% 79.1K
16 23
16 - 27
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.47%±1.19% 4.46%±2.95% 0.23%±3.98% 6.70%±2.37% 4.51%±1.25% 0.39%±0.04% 18.7K
17 24
16 - 28
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
1.11%±1.08% 0.11%±2.51% 0.13%±3.54% 0.88%±2.22% 4.06%±1.09% 0.39%±0.04% 21.1K
18 28
24 - 31
Claude Sonnet 4.6
Anthropic · Proprietary
1.05%±1.31% 7.55%±3.32% 1.69%±4.05% 2.49%±2.55% 6.16%±1.76% 0.31%±0.12% 39.4K
19 29
26 - 31
Muse Spark 1.2 (xHigh)
Meta · Proprietary
1.56%±1.23% 3.02%±2.99% 8.20%±4.01% 8.30%±2.59% 5.31%±1.54% 0.39%±0.04% 23.2K
20 30
28 - 32
Muse Spark 1.1
Meta · Proprietary
2.65%±0.64% 3.88%±1.56% 10.17%±1.87% 6.49%±1.32% 0.85%±1.16% 0.38%±0.04% 93.8K
21 31
28 - 33
Qwen3.7 Max
阿里巴巴 · Proprietary
3.09%±0.98% 3.43%±2.44% 7.87%±2.84% 3.54%±1.77% 0.48%±1.93% 0.15%±0.20% 37.0K
22 34
31 - 38
Qwen3.7 Plus
阿里巴巴 · Proprietary
5.20%±1.29% 7.43%±3.34% 12.40%±3.65% 3.81%±2.63% 1.57%±2.23% 0.81%±0.39% 20.4K
23 36
32 - 38
Gemini 3.6 Flash (High)
Google · Proprietary
5.30%±1.13% 4.29%±2.90% 7.59%±3.41% 4.53%±2.29% 10.43%±1.62% 0.33%±0.09% 19.1K
24 37
32 - 38
Gemini 3.1 Pro Preview
Google · Proprietary
5.34%±0.96% 4.51%±2.32% 0.72%±2.84% 2.94%±1.68% 18.63%±1.81% 0.08%±0.28% 85.2K
25 41
38 - 43
Solar Pro 4
Upstage · Proprietary
11.29%±3.75% 9.99%±7.81% 14.57%±9.94% 2.12%±7.53% 28.58%±10.00% 1.20%±1.63% 5.8K
26 43
41 - 43
Gemini 3.5 Flash Lite
Google · Proprietary
13.43%±1.44% 18.01%±3.80% 16.42%±3.59% 10.83%±2.92% 20.62%±3.12% 1.29%±0.70% 23.2K
🔍

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