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
13.94%±1.56% 17.27%±2.75% 30.65%±5.67% 12.07%±2.94% 8.39%±1.81% 1.33%±0.15% 16.1K
🥈 2
1 - 9
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
10.94%±3.76% 10.93%±3.73% 17.64%±7.48% 17.26%±16.35% 7.53%±1.68% 1.33%±0.15% 7.9K
🥉 3
2 - 7
Claude Opus 4.8 (Thinking)
Anthropic · Proprietary
9.28%±1.35% 7.82%±2.63% 17.96%±4.91% 10.15%±2.48% 9.91%±1.00% 0.56%±0.71% 33.4K
4 4
2 - 8
GPT 5.5 (xHigh)
OpenAI · Proprietary
8.26%±0.87% 6.88%±1.71% 12.61%±3.14% 6.70%±1.70% 13.79%±0.77% 1.33%±0.15% 36.3K
5 5
2 - 13
Claude Sonnet 5 (High)
Anthropic · Proprietary
8.00%±1.71% 10.33%±3.39% 13.90%±6.50% 4.92%±3.24% 9.62%±0.88% 1.21%±0.16% 23.6K
6 6
2 - 13
Claude Opus 4.7 (Thinking)
Anthropic · Proprietary
7.73%±1.22% 5.22%±2.56% 11.36%±4.35% 9.17%±2.31% 11.70%±1.16% 1.22%±0.17% 34.4K
7 7
2 - 13
Claude Opus 4.7
Anthropic · Proprietary
7.63%±1.22% 5.28%±2.54% 13.38%±4.39% 7.56%±2.27% 10.66%±1.32% 1.27%±0.16% 35.0K
8 8
3 - 13
GPT 5.5 (High)
OpenAI · Proprietary
7.16%±0.75% 6.42%±1.47% 7.61%±2.61% 8.72%±1.42% 11.75%±1.00% 1.33%±0.15% 61.5K
10 10
5 - 14
GPT 5.5
OpenAI · Proprietary
6.05%±0.72% 4.33%±1.46% 5.53%±2.51% 7.99%±1.33% 11.06%±0.81% 1.33%±0.15% 62.3K
11 11
5 - 14
Claude Opus 4.6
Anthropic · Proprietary
5.88%±1.23% 1.67%±2.66% 9.05%±4.17% 6.70%±2.25% 10.63%±1.33% 1.33%±0.15% 34.1K
12 12
5 - 14
GPT 5.4 (High)
OpenAI · Proprietary
5.86%±0.74% 6.15%±1.49% 4.40%±2.58% 7.88%±1.42% 9.55%±0.89% 1.33%±0.15% 61.7K
13 13
5 - 14
Grok 4.5
SpaceXAI · Proprietary
4.99%±1.87% 6.95%±3.21% 6.09%±5.58% 0.88%±6.12% 9.72%±1.34% 1.33%±0.15% 9.9K
14 14
9 - 15
Claude Opus 4.8
Anthropic · Proprietary
3.90%±1.54% 6.75%±2.72% 11.17%±4.77% 7.79%±2.58% 9.44%±1.22% 15.63%±3.62% 31.5K
15 15
14 - 17
Claude Sonnet 4.6
Anthropic · Proprietary
1.99%±1.12% 1.95%±2.64% 0.75%±3.63% 0.64%±2.13% 10.71%±1.39% 1.30%±0.16% 34.9K
17 17
15 - 26
Muse Spark 1.1
Meta · Proprietary
0.17%±2.04% 2.06%±3.70% 0.61%±5.26% 7.21%±6.54% 4.04%±3.44% 1.33%±0.15% 9.3K
18 18
16 - 25
Qwen3.7 Plus
阿里巴巴 · Proprietary
0.61%±1.38% 1.10%±3.18% 4.04%±4.31% 2.73%±3.04% 4.65%±1.73% 0.19%±0.68% 10.0K
19 19
17 - 23
Gemini 3.1 Pro Preview
Google · Proprietary
0.70%±0.69% 0.63%±1.53% 0.07%±2.19% 1.85%±1.26% 7.21%±1.15% 1.29%±0.15% 61.5K
21 21
16 - 25
Qwen3.7 Max
阿里巴巴 · Proprietary
0.81%±1.39% 2.25%±3.30% 5.38%±4.50% 4.16%±2.97% 6.84%±1.63% 0.91%±0.28% 9.9K
23 23
17 - 25
Gemini 3.5 Flash (High)
Google · Proprietary
1.12%±0.77% 1.66%±1.74% 4.58%±2.42% 0.80%±1.43% 0.71%±1.29% 1.17%±0.35% 46.0K
28 28
26 - 30
Gemini 3.5 Flash (Medium)
Google · Proprietary
7.04%±1.79% 11.84%±4.22% 8.07%±5.27% 10.43%±3.28% 5.90%±4.10% 1.04%±0.37% 7.0K
29 29
27 - 30
Grok Build 0.1
SpaceXAI · Proprietary
8.21%±0.79% 5.27%±1.79% 13.65%±2.36% 12.84%±1.64% 9.83%±1.59% 0.53%±0.17% 52.8K
30 30
27 - 30
Grok 4.3 (High)
SpaceXAI · Proprietary
8.31%±0.80% 8.81%±1.76% 15.63%±1.99% 7.97%±1.38% 10.06%±2.27% 0.92%±0.17% 41.7K
31 31
27 - 30
Gemini 3 Flash
Google · Proprietary
8.54%±0.77% 8.46%±1.58% 12.83%±1.90% 5.24%±1.27% 16.46%±2.09% 0.28%±1.26% 62.1K
35 35
32 - 34
Grok 4.3
SpaceXAI · Proprietary
15.31%±1.01% 10.12%±1.62% 16.64%±1.86% 8.96%±1.24% 41.90%±4.11% 1.10%±0.17% 61.5K
🔍

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