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 (High)
Anthropic · Proprietary
13.68%±1.59% 17.21%±2.59% 27.74%±5.97% 11.27%±3.24% 10.16%±1.40% 2.00%±0.24% 16.2K
🥈 2
1 - 7
GPT 5.5 (xHigh)
OpenAI · Proprietary
11.03%±2.52% 5.69%±4.32% 27.74%±9.54% 5.05%±5.05% 14.67%±1.76% 2.00%±0.24% 5.9K
🥉 3
2 - 8
Claude Opus 4.8 (Thinking)
Anthropic · Proprietary
9.05%±1.34% 10.12%±2.36% 16.10%±4.84% 9.34%±2.42% 9.23%±1.22% 0.44%±1.77% 23.2K
4 4
2 - 9
Claude Opus 4.7 (Thinking)
Anthropic · Proprietary
8.45%±1.26% 7.38%±2.57% 11.31%±4.52% 9.11%±2.53% 12.51%±0.94% 1.96%±0.24% 28.0K
5 5
2 - 9
GPT 5.5 (High)
OpenAI · Proprietary
7.80%±1.10% 5.64%±2.10% 10.87%±3.91% 7.10%±2.15% 13.40%±1.14% 2.00%±0.24% 32.4K
6 6
2 - 9
Claude Opus 4.7
Anthropic · Proprietary
7.68%±1.27% 6.72%±2.58% 9.01%±4.51% 8.81%±2.57% 11.90%±1.11% 1.96%±0.24% 28.1K
7 7
2 - 9
Claude Opus 4.6
Anthropic · Proprietary
7.65%±1.26% 7.75%±2.57% 10.09%±4.20% 8.03%±2.52% 10.36%±1.76% 2.00%±0.24% 28.1K
8 8
3 - 10
GPT 5.4 (High)
OpenAI · Proprietary
6.80%±1.14% 5.92%±2.16% 8.45%±4.13% 5.48%±2.23% 12.14%±1.04% 2.00%±0.24% 32.5K
9 9
4 - 10
GPT 5.5
OpenAI · Proprietary
6.57%±1.07% 3.43%±2.06% 7.77%±3.80% 8.04%±2.02% 11.60%±1.29% 2.00%±0.24% 32.7K
10 10
8 - 12
Claude Opus 4.8
Anthropic · Proprietary
4.56%±1.66% 7.99%±2.64% 13.59%±5.27% 6.86%±2.70% 7.64%±1.54% 13.27%±4.17% 20.8K
11 11
10 - 12
Claude Sonnet 4.6
Anthropic · Proprietary
3.02%±1.20% 1.73%±2.70% 2.40%±3.70% 2.37%±2.39% 11.38%±1.90% 1.99%±0.24% 28.0K
12 12
10 - 12
GLM 5.1
智谱 ZAI · MIT
2.88%±1.21% 5.16%±2.46% 1.22%±4.21% 1.09%±2.46% 4.94%±1.38% 2.00%±0.24% 27.5K
13 13
13 - 17
DeepSeek V4 Pro
DeepSeek · MIT
0.22%±1.18% 2.42%±2.50% 1.35%±4.12% 2.74%±2.46% 2.15%±1.10% 0.61%±0.37% 26.8K
14 14
13 - 17
Gemini 3.5 Flash
Google · Proprietary
0.06%±1.06% 2.85%±2.38% 1.65%±3.55% 0.24%±2.02% 3.08%±1.27% 1.94%±0.24% 25.5K
15 15
13 - 18
Kimi K2.6
月之暗面 · Modified MIT
0.63%±1.09% 0.62%±2.34% 4.08%±3.66% 3.14%±2.25% 1.45%±1.49% 2.00%±0.24% 29.0K
16 16
13 - 18
Gemini 3.1 Pro Preview
Google · Proprietary
0.66%±0.96% 0.57%±2.15% 1.84%±3.07% 2.09%±1.79% 4.94%±1.59% 1.97%±0.24% 32.6K
17 17
13 - 18
DeepSeek V4 Flash
DeepSeek · MIT
0.80%±1.38% 3.58%±2.68% 0.85%±4.78% 6.31%±2.85% 0.93%±1.63% 0.52%±0.41% 27.7K
18 18
18 - 20
Qwen 3.6 Plus
阿里巴巴 · Proprietary
4.52%±1.21% 1.74%±2.51% 8.04%±4.02% 9.57%±2.61% 1.79%±1.75% 1.47%±0.59% 27.1K
19 19
18 - 22
Grok Build 0.1
xAI · Proprietary
6.28%±1.11% 6.19%±2.62% 12.45%±3.51% 9.84%±2.37% 1.93%±1.60% 4.85%±0.69% 22.5K
20 20
15 - 24
Nemotron 3 Ultra
NVIDIA · OpenMDW-1.1
6.81%±5.22% 3.00%±8.86% 2.58%±19.26% 23.87%±10.36% 11.75%±9.55% 2.00%±0.24% 2.7K
21 21
19 - 23
Minimax M2.7
MiniMax · Modified MIT
7.43%±1.10% 10.72%±2.65% 16.78%±3.36% 9.09%±2.16% 2.51%±1.77% 1.96%±0.25% 27.8K
22 22
19 - 23
Grok 4.3 (High)
xAI · Proprietary
8.09%±1.38% 11.68%±3.32% 17.34%±3.80% 5.66%±2.56% 3.34%±3.25% 2.43%±0.98% 10.7K
23 23
20 - 23
Gemini 3 Flash
Google · Proprietary
8.89%±1.06% 13.14%±2.30% 13.90%±2.73% 4.70%±1.84% 14.28%±3.13% 1.56%±0.38% 32.7K
24 24
23 - 24
Gemma 4 31B
Google · Apache 2.0
12.55%±1.89% 7.12%±2.56% 6.66%±3.88% 6.86%±2.33% 26.74%±6.24% 15.35%±4.55% 21.7K
25 25
25 - 25
Grok 4.3
xAI · Proprietary
18.30%±1.61% 14.14%±2.38% 13.75%±2.95% 3.63%±1.90% 60.23%±6.53% 0.26%±0.65% 31.8K
🔍

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