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 - 2
Claude Fable 5.1 (Max)
Anthropic · Proprietary
13.80%±1.77% 17.26%±2.84% 32.31%±7.10% 7.43%±3.79% 11.65%±0.85% 0.35%±0.03% 14.9K
🥈 2
1 - 7
GPT 6 Astra (Max)
OpenAI · Proprietary
10.85%±2.29% 13.68%±3.53% 34.62%±9.02% 0.89%±5.11% 6.46%±1.23% 0.36%±0.03% 11.4K
🥉 3
2 - 7
Claude Opus 5 (High)
Anthropic · Proprietary
9.80%±1.35% 7.68%±2.80% 17.85%±5.02% 11.19%±2.64% 11.97%±0.71% 0.32%±0.03% 26.5K
4 4
2 - 7
Claude Opus 5 (Max)
Anthropic · Proprietary
9.51%±1.46% 10.55%±2.92% 15.77%±5.46% 8.29%±2.92% 12.58%±0.80% 0.34%±0.03% 21.6K
5 5
2 - 8
Claude Fable 5 (High)
Anthropic · Proprietary
8.28%±1.22% 3.55%±2.60% 17.42%±4.37% 11.55%±2.26% 8.52%±1.17% 0.36%±0.03% 40.0K
6 6
2 - 12
GPT 6 Sol (Max)
OpenAI · Proprietary
7.68%±2.57% 11.36%±4.83% 2.62%±9.63% 15.70%±5.92% 8.35%±1.88% 0.36%±0.03% 4.0K
7 7
2 - 9
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.31%±1.30% 4.64%±2.50% 15.97%±4.67% 10.06%±2.27% 5.94%±1.98% 0.06%±0.26% 40.3K
8 8
5 - 14
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.16%±1.24% 2.87%±2.52% 18.19%±4.45% 6.61%±2.41% 2.78%±1.05% 0.36%±0.03% 33.9K
9 9
6 - 20
Claude Sonnet 5 (High)
Anthropic · Proprietary
4.79%±1.60% 0.54%±3.31% 9.44%±5.55% 7.23%±3.33% 6.57%±1.04% 0.18%±0.10% 31.5K
10 12
7 - 20
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.36%±0.94% 1.88%±2.07% 7.55%±3.21% 6.82%±1.82% 8.96%±1.19% 0.36%±0.03% 54.0K
11 13
8 - 20
Gemini 3.8 Flash (High)
Google · Proprietary
4.11%±0.93% 10.17%±1.82% 6.11%±3.26% 3.72%±2.04% 0.33%±0.61% 0.22%±0.07% 30.5K
12 16
9 - 20
Muse Spark 1.3 (Max)
Meta · Proprietary
3.90%±0.60% 8.49%±1.21% 3.62%±2.07% 1.67%±1.34% 5.35%±0.58% 0.36%±0.03% 59.6K
13 17
7 - 24
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
3.79%±1.93% 9.83%±3.57% 5.54%±6.68% 2.45%±4.61% 5.66%±1.28% 0.36%±0.03% 7.6K
14 20
11 - 23
Qwen3.8 Max
阿里巴巴 · Proprietary
2.82%±0.68% 5.62%±1.43% 4.07%±2.32% 2.69%±1.41% 2.83%±0.70% 1.11%±0.24% 47.2K
15 21
17 - 25
GPT 5.5
OpenAI · Proprietary
1.80%±0.84% 3.99%±1.85% 4.44%±2.77% 2.66%±1.54% 5.54%±1.27% 0.36%±0.03% 82.2K
16 22
17 - 26
Grok 4.5
SpaceXAI · Proprietary
1.55%±0.95% 0.65%±2.23% 2.42%±3.15% 4.30%±1.99% 6.14%±1.02% 0.36%±0.03% 41.3K
17 23
19 - 26
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.19%±0.98% 3.28%±2.33% 0.37%±3.17% 3.48%±2.01% 5.77%±0.89% 0.36%±0.03% 25.5K
18 24
20 - 29
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.83%±1.10% 5.89%±2.52% 2.98%±3.69% 4.34%±2.13% 2.37%±1.31% 0.36%±0.03% 22.0K
19 25
21 - 29
GPT 5.4 (High)
OpenAI · Proprietary
0.43%±0.84% 3.50%±1.90% 0.24%±2.81% 2.59%±1.67% 2.96%±1.16% 0.36%±0.03% 81.3K
20 28
24 - 31
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.77%±0.69% 4.38%±1.61% 3.83%±2.21% 1.78%±1.43% 2.23%±0.85% 0.36%±0.03% 39.6K
21 30
27 - 31
Gemini 3.7 Flash (High)
Google · Proprietary
1.25%±0.67% 0.31%±1.62% 3.61%±2.10% 0.12%±1.36% 3.04%±0.69% 0.01%±0.24% 51.6K
22 32
32 - 34
Muse Spark 1.2 (xHigh)
Meta · Proprietary
3.04%±0.68% 4.51%±1.74% 11.68%±2.01% 5.57%±1.49% 6.25%±0.79% 0.33%±0.06% 46.4K
23 33
32 - 34
Muse Spark 1.1
Meta · Proprietary
3.92%±0.45% 1.93%±1.09% 10.91%±1.27% 5.34%±0.94% 1.76%±0.82% 0.34%±0.03% 135.9K
24 34
32 - 35
Qwen3.7 Max
阿里巴巴 · Proprietary
4.44%±0.86% 8.66%±2.16% 8.37%±2.51% 3.15%±1.59% 1.84%±1.63% 0.18%±0.18% 39.9K
25 38
35 - 40
Gemini 3.1 Pro Preview
Google · Proprietary
6.91%±0.86% 7.52%±1.87% 0.49%±2.43% 3.74%±1.43% 22.36%±1.86% 0.42%±0.86% 86.5K
26 39
35 - 40
Qwen3.7 Plus
阿里巴巴 · Proprietary
6.93%±1.24% 9.12%±3.05% 12.15%±3.38% 7.03%±2.40% 5.38%±2.57% 0.99%±0.37% 21.4K
27 40
35 - 40
Gemini 3.6 Flash (High)
Google · Proprietary
7.00%±1.00% 7.98%±2.48% 8.55%±2.91% 4.25%±2.02% 14.53%±1.66% 0.31%±0.05% 22.5K
28 44
44 - 44
Solar Pro 4
Upstage · Proprietary
16.21%±1.86% 23.14%±4.89% 20.82%±4.80% 9.72%±3.67% 25.45%±4.19% 1.93%±0.76% 9.2K
🔍

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