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 - 8
Claude Fable 5
Anthropic · Proprietary
11.20%±3.92% 18.23%±5.22% 30.59%±14.87% 6.75%±8.62% 11.89%±3.25% 2.07%±0.29% 6.8K
🥈 2
1 - 7
Claude Opus 4.7 (Thinking)
Anthropic · Proprietary
8.42%±1.24% 6.77%±2.33% 9.57%±4.53% 10.43%±2.32% 13.40%±1.13% 1.95%±0.29% 27.0K
🥉 3
1 - 7
Claude Opus 4.8 (Thinking)
Anthropic · Proprietary
9.06%±1.57% 10.77%±2.54% 15.16%±5.67% 9.05%±2.89% 10.29%±1.39% 0.03%±2.30% 19.0K
4 4
1 - 7
GPT 5.5 (High)
OpenAI · Proprietary
9.11%±1.26% 6.57%±2.21% 13.94%±4.66% 8.61%±2.35% 14.45%±1.30% 2.00%±0.29% 28.4K
5 5
1 - 7
GPT 5.4 (High)
OpenAI · Proprietary
7.97%±1.33% 7.28%±2.27% 10.39%±4.93% 7.50%±2.63% 12.69%±1.39% 2.00%±0.29% 28.3K
6 6
1 - 7
Claude Opus 4.6
Anthropic · Proprietary
8.15%±1.21% 7.78%±2.26% 11.44%±4.30% 7.69%±2.17% 11.87%±1.33% 1.99%±0.29% 27.1K
7 7
1 - 7
GPT 5.5
OpenAI · Proprietary
7.94%±1.24% 2.93%±2.20% 13.54%±4.55% 8.17%±2.24% 13.07%±1.42% 2.00%±0.29% 28.7K
8 8
1 - 8
Claude Opus 4.7
Anthropic · Proprietary
7.25%±1.26% 5.51%±2.35% 8.77%±4.58% 7.78%±2.36% 12.26%±1.18% 1.95%±0.29% 27.2K
9 9
7 - 10
Claude Opus 4.8
Anthropic · Proprietary
4.35%±1.98% 6.44%±2.96% 14.63%±6.24% 7.69%±3.05% 7.80%±1.85% 14.84%±5.18% 16.7K
10 10
8 - 10
Claude Sonnet 4.6
Anthropic · Proprietary
3.86%±1.15% 2.36%±2.38% 0.88%±3.86% 3.30%±2.20% 12.52%±1.97% 1.98%±0.29% 27.1K
12 12
10 - 15
Gemini 3.5 Flash
Google · Proprietary
0.33%±1.19% 1.73%±2.54% 2.84%±3.96% 1.15%±2.30% 2.09%±1.63% 1.96%±0.29% 21.3K
16 16
11 - 15
Gemini 3.1 Pro Preview
Google · Proprietary
1.39%±1.07% 1.40%±2.32% 3.62%±3.39% 1.01%±2.00% 4.90%±1.94% 1.94%±0.29% 28.5K
17 17
15 - 17
Qwen 3.6 Plus
阿里巴巴 · Proprietary
4.13%±1.39% 1.74%±2.74% 6.31%±4.85% 10.50%±2.99% 0.51%±1.74% 1.59%±0.65% 23.1K
18 18
16 - 17
Grok Build 0.1
xAI · Proprietary
5.15%±1.19% 6.05%±2.66% 13.79%±3.78% 7.63%±2.62% 5.38%±1.52% 3.66%±0.63% 18.4K
20 20
18 - 20
Grok 4.3 (High)
xAI · Proprietary
9.23%±1.95% 15.38%±4.34% 15.40%±5.44% 8.01%±3.56% 4.47%±5.12% 2.90%±1.46% 6.5K
21 21
18 - 20
Gemini 3 Flash
Google · Proprietary
10.12%±1.20% 14.05%±2.46% 15.79%±2.95% 6.71%±2.10% 15.37%±3.63% 1.33%±0.54% 28.5K
23 23
22 - 22
Grok 4.3
xAI · Proprietary
22.66%±2.02% 13.44%±2.53% 13.67%±3.47% 6.53%±2.11% 80.61%±8.56% 0.93%±0.56% 27.7K
🔍

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