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 - 3
Claude Fable 5.1 (Max)
Anthropic · Proprietary
13.84%±1.76% 17.51%±2.79% 31.29%±7.05% 8.32%±3.75% 11.73%±0.84% 0.35%±0.03% 15.0K
🥈 2
1 - 6
Claude Opus 5.5 (High)
Anthropic · Proprietary
12.15%±2.32% 15.50%±4.37% 19.80%±9.12% 14.50%±4.80% 10.64%±1.33% 0.32%±0.05% 4.9K
🥉 3
1 - 8
GPT 6 Astra (Max)
OpenAI · Proprietary
10.31%±2.29% 12.93%±3.57% 34.17%±8.98% 2.10%±5.12% 6.20%±1.30% 0.35%±0.03% 11.5K
4 4
2 - 8
Claude Opus 5 (Max)
Anthropic · Proprietary
9.58%±1.46% 10.44%±2.90% 16.40%±5.45% 8.06%±2.91% 12.65%±0.79% 0.34%±0.03% 21.7K
5 5
2 - 8
Claude Opus 5 (High)
Anthropic · Proprietary
9.47%±1.35% 7.09%±2.80% 17.32%±4.97% 10.84%±2.62% 11.77%±0.75% 0.32%±0.03% 26.7K
6 6
2 - 11
GPT 6 Sol (Max)
OpenAI · Proprietary
8.18%±2.34% 12.04%±4.25% 7.07%±8.92% 13.35%±4.78% 8.11%±1.79% 0.35%±0.03% 5.3K
7 7
3 - 9
Claude Fable 5 (High)
Anthropic · Proprietary
8.05%±1.21% 3.02%±2.61% 16.78%±4.32% 11.51%±2.25% 8.61%±1.16% 0.35%±0.03% 40.2K
8 8
3 - 11
Claude Opus 4.8 (High)
Anthropic · Proprietary
7.02%±1.31% 4.00%±2.52% 15.49%±4.65% 9.87%±2.26% 5.80%±2.00% 0.05%±0.25% 40.3K
9 9
6 - 13
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
6.21%±1.24% 2.92%±2.51% 18.60%±4.43% 6.56%±2.41% 2.63%±1.06% 0.35%±0.03% 34.1K
10 10
7 - 20
Claude Sonnet 5 (High)
Anthropic · Proprietary
4.82%±1.58% 0.72%±3.28% 9.25%±5.50% 7.44%±3.30% 6.51%±1.04% 0.18%±0.10% 31.6K
11 11
7 - 21
Grok 4.7 (xHigh)
SpaceXAI · Proprietary
4.38%±1.68% 10.54%±3.06% 5.57%±5.74% 0.31%±4.01% 5.76%±1.11% 0.35%±0.03% 10.2K
12 12
9 - 20
GPT 5.5 (xHigh)
OpenAI · Proprietary
4.30%±0.95% 2.31%±2.09% 7.64%±3.22% 6.92%±1.82% 8.88%±1.19% 0.35%±0.03% 54.1K
13 15
10 - 21
Gemini 3.8 Flash (High)
Google · Proprietary
4.07%±0.88% 9.57%±1.77% 6.06%±3.08% 4.52%±1.92% 0.02%±0.59% 0.21%±0.07% 32.5K
14 16
10 - 20
Muse Spark 1.3 (Max)
Meta · Proprietary
3.96%±0.59% 8.32%±1.19% 4.27%±2.04% 1.63%±1.30% 5.24%±0.57% 0.35%±0.03% 62.7K
15 21
16 - 24
Qwen3.8 Max
阿里巴巴 · Proprietary
2.57%±0.66% 5.23%±1.41% 3.83%±2.28% 2.16%±1.38% 2.74%±0.69% 1.12%±0.23% 48.8K
16 22
19 - 26
GPT 5.5
OpenAI · Proprietary
1.79%±0.85% 4.32%±1.86% 4.92%±2.80% 2.48%±1.55% 5.49%±1.28% 0.35%±0.03% 82.3K
17 23
20 - 27
Grok 4.5
SpaceXAI · Proprietary
1.43%±0.95% 0.92%±2.22% 2.39%±3.15% 4.16%±1.99% 5.93%±1.02% 0.35%±0.03% 41.6K
18 24
21 - 27
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
1.24%±0.97% 3.24%±2.31% 0.02%±3.16% 3.43%±2.00% 5.70%±0.90% 0.35%±0.03% 25.8K
19 25
22 - 30
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
0.71%±1.09% 6.16%±2.51% 2.73%±3.66% 4.23%±2.12% 2.39%±1.30% 0.35%±0.03% 22.2K
20 26
22 - 30
GPT 5.4 (High)
OpenAI · Proprietary
0.37%±0.84% 3.43%±1.90% 0.51%±2.79% 2.51%±1.67% 2.94%±1.16% 0.35%±0.03% 81.4K
21 28
25 - 32
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.75%±0.68% 4.20%±1.58% 3.94%±2.18% 1.85%±1.41% 2.18%±0.83% 0.35%±0.03% 40.4K
22 31
28 - 32
Gemini 3.7 Flash (High)
Google · Proprietary
1.34%±0.66% 0.10%±1.62% 3.53%±2.10% 0.01%±1.36% 3.23%±0.70% 0.04%±0.24% 52.0K
23 33
33 - 35
Muse Spark 1.2 (xHigh)
Meta · Proprietary
2.98%±0.67% 4.83%±1.73% 11.24%±2.01% 5.21%±1.46% 6.05%±0.80% 0.33%±0.06% 47.4K
24 34
33 - 35
Muse Spark 1.1
Meta · Proprietary
4.03%±0.44% 2.04%±1.07% 11.04%±1.25% 5.61%±0.93% 1.81%±0.81% 0.34%±0.03% 138.6K
25 35
33 - 36
Qwen3.7 Max
阿里巴巴 · Proprietary
4.46%±0.86% 8.97%±2.17% 8.24%±2.53% 3.19%±1.60% 1.69%±1.58% 0.22%±0.19% 40.0K
26 39
36 - 41
Gemini 3.6 Flash (High)
Google · Proprietary
6.92%±0.99% 7.72%±2.47% 8.38%±2.91% 4.04%±2.01% 14.77%±1.66% 0.31%±0.05% 22.7K
27 40
36 - 41
Gemini 3.1 Pro Preview
Google · Proprietary
7.06%±0.86% 7.71%±1.89% 0.58%±2.44% 3.83%±1.44% 22.76%±1.90% 0.43%±0.85% 86.6K
28 41
36 - 42
Qwen3.7 Plus
阿里巴巴 · Proprietary
7.07%±1.25% 9.35%±3.06% 12.26%±3.40% 7.23%±2.42% 5.53%±2.59% 0.98%±0.36% 21.4K
29 45
45 - 45
Solar Pro 4
Upstage · Proprietary
16.14%±1.87% 23.06%±4.88% 20.19%±4.88% 9.82%±3.69% 25.71%±4.17% 1.90%±0.74% 9.3K
🔍

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