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
14.55%±1.92% 17.46%±2.90% 33.73%±7.89% 8.95%±2.83% 12.31%±0.96% 0.32%±0.03% 14.6K
🥈 2
1 - 4
Claude Opus 5.5 (High)
Anthropic · Proprietary
13.78%±2.24% 13.95%±4.25% 30.23%±9.01% 11.73%±2.40% 12.69%±0.88% 0.30%±0.04% 5.0K
🥉 3
1 - 7
GPT 6 Astra (Max)
OpenAI · Proprietary
12.18%±2.28% 12.03%±4.03% 34.70%±9.48% 8.24%±2.73% 5.59%±1.63% 0.32%±0.03% 11.1K
4 4
1 - 10
GPT 6 Sol (Max)
OpenAI · Proprietary
10.65%±2.57% 9.87%±4.55% 24.32%±10.53% 11.87%±2.21% 6.84%±1.99% 0.32%±0.03% 5.0K
5 5
3 - 10
Claude Opus 5 (High)
Anthropic · Proprietary
8.76%±1.50% 6.84%±3.18% 17.81%±5.51% 6.96%±1.93% 11.87%±0.82% 0.31%±0.03% 26.5K
6 6
3 - 10
Claude Opus 5 (Max)
Anthropic · Proprietary
8.55%±1.57% 10.09%±3.24% 14.51%±5.84% 4.76%±2.06% 13.05%±0.79% 0.32%±0.03% 21.7K
7 7
4 - 10
Claude Fable 5 (High)
Anthropic · Proprietary
8.37%±1.30% 5.50%±2.76% 18.41%±4.85% 8.98%±1.40% 8.62%±1.33% 0.32%±0.03% 40.0K
8 8
3 - 15
Gemini 4 Argon (High)
Google · Proprietary
7.92%±3.24% 14.15%±5.07% 27.74%±12.81% 15.88%±2.68% 18.07%±5.59% 0.10%±0.48% 3.4K
9 9
4 - 11
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
7.05%±1.38% 5.64%±2.78% 21.44%±5.14% 6.20%±1.77% 1.67%±1.36% 0.32%±0.03% 33.9K
10 10
4 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
6.92%±1.38% 4.88%±2.77% 15.19%±5.13% 7.46%±1.63% 7.09%±1.86% 0.00%±0.20% 40.2K
11 11
8 - 22
Claude Sonnet 5 (High)
Anthropic · Proprietary
4.81%±1.72% 1.30%±3.77% 10.35%±6.26% 5.38%±2.44% 6.79%±1.08% 0.20%±0.08% 31.5K
12 13
10 - 19
Muse Spark 1.3 (Max)
Meta · Proprietary
4.19%±0.59% 6.25%±1.29% 3.27%±2.09% 5.50%±0.75% 5.62%±0.59% 0.32%±0.03% 61.4K
13 14
10 - 22
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.12%±1.05% 0.44%±2.24% 7.56%±3.72% 3.88%±1.41% 9.26%±1.16% 0.32%±0.03% 53.9K
14 17
10 - 27
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
3.64%±1.57% 6.23%±3.42% 5.06%±5.73% 0.37%±2.25% 6.23%±1.09% 0.32%±0.03% 10.1K
15 19
11 - 24
Gemini 3.8 Flash (High)
Google · Proprietary
2.96%±0.82% 7.41%±1.82% 4.50%±2.95% 3.32%±1.17% 0.61%±0.67% 0.16%±0.09% 32.9K
16 20
13 - 24
Qwen3.8 Max
阿里巴巴 · Proprietary
2.80%±0.65% 5.24%±1.46% 4.21%±2.35% 3.05%±0.86% 2.65%±0.71% 1.13%±0.21% 49.2K
17 22
15 - 28
GPT 6 Luna (Max)
OpenAI · Proprietary
1.68%±1.41% 0.38%±3.10% 1.04%±4.97% 4.35%±1.85% 4.39%±1.94% 0.32%±0.03% 12.1K
18 24
18 - 29
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.16%±1.02% 0.73%±2.42% 0.49%±3.41% 1.00%±1.38% 5.68%±1.01% 0.32%±0.03% 25.6K
19 25
20 - 29
GPT 5.5
OpenAI · Proprietary
1.13%±0.97% 4.59%±2.13% 4.14%±3.16% 1.20%±1.23% 4.57%±1.89% 0.32%±0.03% 82.1K
20 26
20 - 29
Grok 4.5
SpaceXAI · Proprietary
1.11%±0.99% 1.47%±2.35% 3.97%±3.29% 2.06%±1.45% 5.65%±1.09% 0.32%±0.03% 41.5K
21 27
22 - 29
GPT 5.4 (High)
OpenAI · Proprietary
0.91%±0.92% 2.65%±2.11% 0.66%±3.23% 5.39%±1.16% 2.17%±1.29% 0.32%±0.03% 81.3K
22 28
20 - 31
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.83%±1.25% 4.23%±2.70% 4.50%±4.21% 2.49%±1.67% 1.06%±1.92% 0.32%±0.03% 22.0K
23 31
27 - 33
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
1.09%±0.70% 2.88%±1.65% 4.17%±2.29% 0.10%±0.98% 1.17%±1.11% 0.32%±0.03% 39.8K
24 33
30 - 34
Gemini 3.7 Flash (High)
Google · Proprietary
1.64%±0.76% 1.08%±1.82% 4.01%±2.49% 1.03%±1.05% 4.24%±0.83% 0.00%±0.17% 51.6K
25 34
33 - 34
Muse Spark 1.2 (xHigh)
Meta · Proprietary
2.96%±0.69% 4.78%±1.82% 11.64%±2.09% 4.86%±1.10% 6.17%±0.84% 0.32%±0.03% 46.3K
26 35
35 - 37
Muse Spark 1.1
Meta · Proprietary
4.60%±0.45% 3.91%±1.12% 11.43%±1.28% 6.23%±0.71% 1.71%±0.82% 0.30%±0.03% 139.2K
27 36
35 - 39
Qwen3.7 Max
阿里巴巴 · Proprietary
5.20%±0.94% 9.07%±2.44% 9.10%±2.77% 6.45%±1.38% 1.26%±1.42% 0.14%±0.17% 40.0K
28 40
36 - 43
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.28%±1.47% 10.14%±3.37% 11.03%±4.07% 8.36%±1.95% 5.80%±3.31% 1.07%±0.39% 21.4K
29 41
37 - 42
Gemini 3.1 Pro Preview
Google · Proprietary
7.35%±0.98% 9.37%±2.15% 0.90%±2.99% 4.53%±1.38% 21.67%±1.77% 0.29%±0.74% 86.5K
30 42
37 - 43
Gemini 3.6 Flash (High)
Google · Proprietary
7.67%±1.08% 5.56%±2.62% 8.59%±3.16% 7.49%±1.74% 17.03%±1.98% 0.29%±0.04% 22.6K
31 46
46 - 46
Solar Pro 4
Upstage · Proprietary
15.77%±1.91% 20.84%±5.48% 22.11%±4.67% 9.10%±3.11% 25.09%±3.90% 1.71%±0.66% 9.2K
🔍

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