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 5.1 (Max)
Anthropic · Proprietary
13.71%±1.72% 19.83%±2.75% 31.83%±6.86% 3.88%±3.61% 12.62%±0.76% 0.37%±0.03% 13.3K
🥈 2
1 - 6
GPT 6 Astra (Max)
OpenAI · Proprietary
11.54%±2.10% 17.70%±3.26% 32.79%±8.37% 0.47%±4.67% 7.28%±1.11% 0.37%±0.03% 10.4K
🥉 3
2 - 6
Claude Opus 5 (High)
Anthropic · Proprietary
10.25%±1.41% 9.24%±2.94% 18.66%±5.22% 11.04%±2.75% 11.98%±0.77% 0.33%±0.04% 24.8K
4 4
2 - 6
Claude Opus 5 (Max)
Anthropic · Proprietary
10.16%±1.55% 12.41%±3.04% 18.15%±5.77% 6.83%±3.05% 13.08%±0.77% 0.35%±0.04% 19.9K
5 5
2 - 8
Claude Fable 5 (High)
Anthropic · Proprietary
8.81%±1.25% 5.97%±2.66% 18.07%±4.46% 10.60%±2.28% 9.06%±1.28% 0.37%±0.03% 38.3K
6 6
2 - 8
Claude Opus 4.8 (High)
Anthropic · Proprietary
8.19%±1.27% 6.28%±2.47% 16.23%±4.59% 11.06%±2.22% 7.49%±1.51% 0.12%±0.31% 39.7K
7 7
5 - 13
GPT 5.6 Sol (xHigh)
OpenAI · Proprietary
7.10%±1.28% 3.74%±2.61% 20.48%±4.62% 6.62%±2.41% 4.30%±0.93% 0.37%±0.03% 32.2K
8 9
5 - 16
Claude Sonnet 5 (High)
Anthropic · Proprietary
5.97%±1.62% 2.88%±3.34% 11.03%±5.77% 8.39%±3.38% 7.36%±1.06% 0.18%±0.10% 30.6K
9 10
7 - 17
GPT 5.5 (xHigh)
OpenAI · Proprietary
5.03%±0.92% 0.61%±2.02% 9.14%±3.18% 6.61%±1.77% 9.63%±1.25% 0.37%±0.03% 53.1K
10 13
7 - 21
Gemini 3.8 Flash (High)
Google · Proprietary
4.71%±1.91% 9.30%±3.70% 13.34%±6.70% 1.22%±4.83% 1.91%±1.59% 0.22%±0.19% 12.5K
11 15
9 - 20
Muse Spark 1.3 (Max)
Meta · Proprietary
4.20%±0.86% 10.31%±1.71% 2.94%±2.94% 1.47%±1.94% 5.91%±0.77% 0.37%±0.03% 31.1K
12 17
10 - 23
Qwen3.8 Max
阿里巴巴 · Proprietary
3.30%±0.84% 5.83%±1.82% 4.20%±2.87% 3.63%±1.75% 4.11%±0.81% 1.25%±0.38% 31.5K
13 19
12 - 24
Grok 4.5
SpaceXAI · Proprietary
2.92%±0.99% 1.88%±2.27% 0.10%±3.33% 5.86%±2.02% 6.59%±1.22% 0.37%±0.03% 38.1K
14 20
14 - 24
GPT 5.5
OpenAI · Proprietary
2.67%±0.81% 2.01%±1.77% 5.42%±2.73% 3.20%±1.48% 6.36%±1.19% 0.37%±0.03% 81.3K
15 21
16 - 25
Grok 4.6 (xHigh)
SpaceXAI · Proprietary
2.01%±1.05% 2.55%±2.53% 0.88%±3.38% 4.74%±2.13% 6.59%±0.91% 0.37%±0.03% 22.5K
16 23
17 - 27
GPT 5.6 Terra (xHigh)
OpenAI · Proprietary
1.44%±1.11% 4.44%±2.54% 3.28%±3.74% 4.93%±2.18% 3.05%±1.38% 0.37%±0.03% 20.3K
17 24
19 - 26
GPT 5.4 (High)
OpenAI · Proprietary
1.26%±0.80% 1.63%±1.83% 0.41%±2.71% 2.55%±1.59% 4.62%±1.01% 0.37%±0.03% 80.4K
18 27
25 - 32
GPT 5.6 Luna (xHigh)
OpenAI · Proprietary
0.44%±0.84% 4.99%±1.99% 3.39%±2.64% 2.12%±1.78% 3.70%±0.99% 0.37%±0.03% 29.2K
19 28
26 - 32
Gemini 3.7 Flash (High)
Google · Proprietary
0.60%±0.65% 2.88%±1.57% 3.52%±2.03% 0.28%±1.34% 2.08%±0.70% 0.03%±0.30% 48.2K
20 31
26 - 33
Claude Sonnet 4.6
Anthropic · Proprietary
1.52%±1.12% 5.78%±2.74% 2.17%±3.47% 5.01%±2.13% 5.04%±1.61% 0.33%±0.05% 39.5K
21 32
27 - 33
Muse Spark 1.2 (xHigh)
Meta · Proprietary
1.77%±0.92% 1.95%±2.28% 10.04%±2.78% 4.58%±2.08% 7.34%±1.03% 0.37%±0.03% 33.1K
22 33
31 - 34
Muse Spark 1.1
Meta · Proprietary
2.98%±0.54% 0.01%±1.31% 10.49%±1.55% 4.22%±1.14% 0.58%±1.00% 0.36%±0.03% 109.3K
23 34
33 - 35
Qwen3.7 Max
阿里巴巴 · Proprietary
3.63%±0.84% 6.41%±2.10% 7.92%±2.44% 2.75%±1.53% 0.83%±1.65% 0.21%±0.20% 38.4K
24 38
35 - 40
Gemini 3.1 Pro Preview
Google · Proprietary
5.81%±0.80% 5.51%±1.79% 0.41%±2.36% 3.55%±1.36% 20.40%±1.69% 0.03%±0.31% 86.0K
25 39
35 - 40
Gemini 3.6 Flash (High)
Google · Proprietary
5.94%±1.03% 6.83%±2.53% 7.42%±3.03% 3.37%±2.04% 12.38%±1.64% 0.32%±0.07% 20.8K
26 40
35 - 40
Qwen3.7 Plus
阿里巴巴 · Proprietary
6.08%±1.21% 7.15%±2.98% 12.50%±3.29% 5.38%±2.36% 4.36%±2.61% 1.03%±0.41% 20.9K
27 45
44 - 46
Gemini 3.5 Flash Lite
Google · Proprietary
15.35%±1.31% 17.63%±2.99% 16.15%±2.99% 12.76%±2.35% 28.71%±3.72% 1.50%±0.64% 23.2K
28 46
44 - 46
Solar Pro 4
Upstage · Proprietary
15.52%±1.87% 20.07%±4.89% 21.39%±4.65% 10.11%±3.83% 24.21%±4.40% 1.83%±0.76% 8.9K
🔍

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