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 - 1
Claude Fable 5 (High)
Anthropic · Proprietary
14.17%±1.54% 16.49%±2.54% 29.62%±5.72% 13.32%±2.94% 9.52%±1.85% 1.88%±0.23% 16.2K
🥈 2
2 - 8
GPT 5.5 (xHigh)
OpenAI · Proprietary
9.36%±1.78% 5.52%±3.20% 19.55%±6.67% 5.35%±3.54% 14.48%±1.27% 1.88%±0.23% 10.5K
🥉 3
2 - 7
Claude Opus 4.8 (Thinking)
Anthropic · Proprietary
9.14%±1.22% 10.85%±2.16% 14.95%±4.38% 10.36%±2.27% 9.05%±1.26% 0.51%±1.26% 27.2K
4 4
2 - 9
Claude Opus 4.7
Anthropic · Proprietary
8.01%±1.47% 4.99%±3.02% 10.38%±5.22% 10.69%±2.90% 12.13%±1.18% 1.83%±0.24% 29.2K
5 5
2 - 9
Claude Opus 4.7 (Thinking)
Anthropic · Proprietary
7.98%±1.46% 4.53%±3.02% 12.11%±5.19% 8.34%±2.88% 13.08%±1.00% 1.84%±0.24% 29.1K
6 6
2 - 9
GPT 5.5 (High)
OpenAI · Proprietary
7.86%±1.08% 5.86%±2.04% 11.35%±3.83% 7.57%±2.06% 12.63%±1.22% 1.88%±0.23% 36.9K
7 7
3 - 9
GPT 5.5
OpenAI · Proprietary
6.78%±1.04% 4.64%±1.98% 8.61%±3.73% 7.56%±1.96% 11.23%±1.28% 1.88%±0.23% 37.2K
8 8
2 - 9
Claude Opus 4.6
Anthropic · Proprietary
6.64%±1.40% 6.29%±2.95% 6.95%±4.53% 7.94%±2.81% 10.13%±2.20% 1.88%±0.23% 29.2K
9 9
4 - 9
GPT 5.4 (High)
OpenAI · Proprietary
6.38%±1.08% 4.73%±2.12% 6.24%±3.83% 6.95%±2.13% 12.12%±1.03% 1.88%±0.23% 37.1K
10 10
10 - 12
Claude Opus 4.8
Anthropic · Proprietary
3.61%±1.56% 8.05%±2.46% 12.20%±4.74% 5.81%±2.50% 7.88%±1.44% 15.88%±4.14% 24.7K
11 11
10 - 12
Claude Sonnet 4.6
Anthropic · Proprietary
3.31%±1.33% 2.46%±3.02% 2.97%±4.10% 4.04%±2.68% 11.14%±2.07% 1.87%±0.23% 29.1K
14 14
13 - 17
Gemini 3.5 Flash
Google · Proprietary
0.08%±1.00% 2.24%±2.26% 2.59%±3.26% 0.14%±1.90% 2.87%±1.28% 1.70%±0.27% 30.0K
16 16
13 - 18
Gemini 3.1 Pro Preview
Google · Proprietary
0.77%±0.93% 0.15%±2.10% 2.20%±3.00% 2.08%±1.74% 5.42%±1.44% 1.81%±0.25% 37.1K
18 18
16 - 21
Minimax M3
MiniMax · Proprietary
3.43%±1.83% 2.27%±4.27% 10.37%±5.82% 9.35%±4.14% 2.96%±1.54% 1.88%±0.23% 9.2K
19 19
18 - 21
Qwen 3.6 Plus
阿里巴巴 · Proprietary
4.26%±1.20% 2.62%±2.44% 5.99%±4.06% 9.12%±2.48% 2.28%±1.64% 1.31%±0.54% 31.6K
20 20
18 - 23
Grok Build 0.1
xAI · Proprietary
6.25%±1.11% 7.46%±2.58% 11.17%±3.58% 8.68%±2.25% 1.38%±1.63% 2.59%±0.49% 26.9K
21 21
20 - 24
Grok 4.3 (High)
xAI · Proprietary
7.21%±1.23% 10.94%±2.86% 15.60%±3.42% 4.38%±2.29% 4.50%±3.03% 0.62%±0.58% 15.2K
23 23
21 - 24
Gemini 3 Flash
Google · Proprietary
8.50%±1.02% 11.24%±2.19% 14.05%±2.65% 4.05%±1.79% 14.76%±2.99% 1.59%±0.30% 37.2K
26 26
25 - 26
Grok 4.3
xAI · Proprietary
16.16%±1.47% 12.35%±2.26% 14.90%±2.75% 4.04%±1.82% 50.26%±6.00% 0.76%±0.45% 36.4K
🔍

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